diff --git a/LTA_openwebtext_dualt/logs/lm1b_compact_gpt2bpe_v8192_len128_fullycoupled_4gpu/lta_lm1b_compact_gpt2bpe_v8192_len128_mask0p1-1p0_uniformt_fp32_ddit768x12_gbs512_4gpu_1m_20260520_232453.log b/LTA_openwebtext_dualt/logs/lm1b_compact_gpt2bpe_v8192_len128_fullycoupled_4gpu/lta_lm1b_compact_gpt2bpe_v8192_len128_mask0p1-1p0_uniformt_fp32_ddit768x12_gbs512_4gpu_1m_20260520_232453.log
new file mode 100644
index 0000000000000000000000000000000000000000..4fc5b8fa736d8ebd934168c0276c5df136070635
--- /dev/null
+++ b/LTA_openwebtext_dualt/logs/lm1b_compact_gpt2bpe_v8192_len128_fullycoupled_4gpu/lta_lm1b_compact_gpt2bpe_v8192_len128_mask0p1-1p0_uniformt_fp32_ddit768x12_gbs512_4gpu_1m_20260520_232453.log
@@ -0,0 +1,1061 @@
+NCCL version 2.25.1+cuda12.8
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+step=600 epoch=1/62 epoch_step=600/16379 micro_steps=1200 elapsed=46.2s lr=1.803000e-04 loss=3.8439 loss_recon=3.8439 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7101 corrupt_frac=0.5462 acc_corrupt=0.4976 loss_corrupt=3.8439 wrong_frac=0.4966 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.0772 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.2651 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.5155 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.7121 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9012 corrupt_frac_t_0p8_1p0=0.2024 out_w_norm=20.1313 out_g_norm=0.5324 loss_all=2.2938 init_gold_top10=0.4979 init_gold_top100=0.5341
+step=650 epoch=1/62 epoch_step=650/16379 micro_steps=1300 elapsed=46.1s lr=1.953000e-04 loss=3.7742 loss_recon=3.7742 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7119 corrupt_frac=0.5507 acc_corrupt=0.5019 loss_corrupt=3.7742 wrong_frac=0.4959 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.0838 corrupt_frac_t_0p0_0p2=0.1955 acc_corrupt_t_0p2_0p4=0.2702 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.5172 corrupt_frac_t_0p4_0p6=0.2002 acc_corrupt_t_0p6_0p8=0.7130 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9088 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=20.8874 out_g_norm=0.5474 loss_all=2.0986 init_gold_top10=0.5038 init_gold_top100=0.5382
+step=700 epoch=1/62 epoch_step=700/16379 micro_steps=1400 elapsed=45.9s lr=2.103000e-04 loss=3.6060 loss_recon=3.6060 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7182 corrupt_frac=0.5508 acc_corrupt=0.5115 loss_corrupt=3.6060 wrong_frac=0.4958 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.0938 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.2916 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.5275 corrupt_frac_t_0p4_0p6=0.2002 acc_corrupt_t_0p6_0p8=0.7215 corrupt_frac_t_0p6_0p8=0.2073 acc_corrupt_t_0p8_1p0=0.9053 corrupt_frac_t_0p8_1p0=0.2010 out_w_norm=21.6608 out_g_norm=0.5941 loss_all=2.4680 init_gold_top10=0.4133 init_gold_top100=0.4713
+step=750 epoch=1/62 epoch_step=750/16379 micro_steps=1500 elapsed=46.7s lr=2.253000e-04 loss=3.4370 loss_recon=3.4370 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7248 corrupt_frac=0.5476 acc_corrupt=0.5184 loss_corrupt=3.4370 wrong_frac=0.5003 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.1115 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.3025 corrupt_frac_t_0p2_0p4=0.2067 acc_corrupt_t_0p4_0p6=0.5424 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.7278 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9091 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=22.4355 out_g_norm=0.6056 loss_all=2.1474 init_gold_top10=0.4618 init_gold_top100=0.4962
+step=800 epoch=1/62 epoch_step=800/16379 micro_steps=1600 elapsed=46.4s lr=2.403000e-04 loss=3.2979 loss_recon=3.2979 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7266 corrupt_frac=0.5553 acc_corrupt=0.5273 loss_corrupt=3.2979 wrong_frac=0.4990 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.1211 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.3160 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.5519 corrupt_frac_t_0p4_0p6=0.1866 acc_corrupt_t_0p6_0p8=0.7343 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9132 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=23.1435 out_g_norm=0.6359 loss_all=1.7963 init_gold_top10=0.4923 init_gold_top100=0.5394
+step=850 epoch=1/62 epoch_step=850/16379 micro_steps=1700 elapsed=46.7s lr=2.553000e-04 loss=3.2154 loss_recon=3.2154 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7333 corrupt_frac=0.5498 acc_corrupt=0.5324 loss_corrupt=3.2154 wrong_frac=0.5023 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.1355 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.3195 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.5604 corrupt_frac_t_0p4_0p6=0.2090 acc_corrupt_t_0p6_0p8=0.7374 corrupt_frac_t_0p6_0p8=0.1855 acc_corrupt_t_0p8_1p0=0.9103 corrupt_frac_t_0p8_1p0=0.2063 out_w_norm=23.8210 out_g_norm=0.6647 loss_all=1.8840 init_gold_top10=0.4539 init_gold_top100=0.4915
+step=900 epoch=1/62 epoch_step=900/16379 micro_steps=1800 elapsed=46.5s lr=2.703000e-04 loss=3.1113 loss_recon=3.1113 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7379 corrupt_frac=0.5517 acc_corrupt=0.5429 loss_corrupt=3.1113 wrong_frac=0.4988 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.1464 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.3287 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.5663 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.7474 corrupt_frac_t_0p6_0p8=0.2038 acc_corrupt_t_0p8_1p0=0.9179 corrupt_frac_t_0p8_1p0=0.1973 out_w_norm=24.4678 out_g_norm=0.6507 loss_all=1.6263 init_gold_top10=0.5402 init_gold_top100=0.5643
+step=950 epoch=1/62 epoch_step=950/16379 micro_steps=1900 elapsed=46.0s lr=2.853000e-04 loss=3.0360 loss_recon=3.0360 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7410 corrupt_frac=0.5515 acc_corrupt=0.5488 loss_corrupt=3.0360 wrong_frac=0.4968 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.1492 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.3461 corrupt_frac_t_0p2_0p4=0.1977 acc_corrupt_t_0p4_0p6=0.5730 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.7509 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9198 corrupt_frac_t_0p8_1p0=0.2035 out_w_norm=25.0954 out_g_norm=0.6431 loss_all=1.8361 init_gold_top10=0.5203 init_gold_top100=0.5568
+step=1000 epoch=1/62 epoch_step=1000/16379 micro_steps=2000 elapsed=47.1s lr=3.003000e-04 loss=3.0509 loss_recon=3.0509 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7368 corrupt_frac=0.5534 acc_corrupt=0.5441 loss_corrupt=3.0509 wrong_frac=0.5054 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.1558 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.3448 corrupt_frac_t_0p2_0p4=0.2095 acc_corrupt_t_0p4_0p6=0.5761 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.7459 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9165 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=25.7469 out_g_norm=0.6372 loss_all=1.8397 init_gold_top10=0.5270 init_gold_top100=0.5516
+step=1050 epoch=1/62 epoch_step=1050/16379 micro_steps=2100 elapsed=47.1s lr=3.153000e-04 loss=2.9688 loss_recon=2.9688 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7430 corrupt_frac=0.5517 acc_corrupt=0.5535 loss_corrupt=2.9688 wrong_frac=0.4991 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.1557 corrupt_frac_t_0p0_0p2=0.2005 acc_corrupt_t_0p2_0p4=0.3572 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.5785 corrupt_frac_t_0p4_0p6=0.2085 acc_corrupt_t_0p6_0p8=0.7582 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9205 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=26.4354 out_g_norm=0.6126 loss_all=1.5765 init_gold_top10=0.5192 init_gold_top100=0.5570
+step=1100 epoch=1/62 epoch_step=1100/16379 micro_steps=2200 elapsed=46.1s lr=3.303000e-04 loss=2.8820 loss_recon=2.8820 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7492 corrupt_frac=0.5482 acc_corrupt=0.5625 loss_corrupt=2.8820 wrong_frac=0.4936 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.1648 corrupt_frac_t_0p0_0p2=0.1915 acc_corrupt_t_0p2_0p4=0.3565 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.5762 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.7584 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9211 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=27.1617 out_g_norm=0.5994 loss_all=1.7079 init_gold_top10=0.4877 init_gold_top100=0.5246
+step=1150 epoch=1/62 epoch_step=1150/16379 micro_steps=2300 elapsed=46.2s lr=3.453000e-04 loss=2.9625 loss_recon=2.9625 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7425 corrupt_frac=0.5498 acc_corrupt=0.5512 loss_corrupt=2.9625 wrong_frac=0.5068 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.1624 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.3449 corrupt_frac_t_0p2_0p4=0.2102 acc_corrupt_t_0p4_0p6=0.5844 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.7565 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9218 corrupt_frac_t_0p8_1p0=0.1936 out_w_norm=27.9091 out_g_norm=0.5807 loss_all=1.7291 init_gold_top10=0.4570 init_gold_top100=0.4994
+step=1200 epoch=1/62 epoch_step=1200/16379 micro_steps=2400 elapsed=46.7s lr=3.603000e-04 loss=2.8947 loss_recon=2.8947 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7465 corrupt_frac=0.5484 acc_corrupt=0.5591 loss_corrupt=2.8947 wrong_frac=0.5007 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.1685 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.3557 corrupt_frac_t_0p2_0p4=0.1973 acc_corrupt_t_0p4_0p6=0.5851 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.7636 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9209 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=28.7009 out_g_norm=0.5668 loss_all=1.5536 init_gold_top10=0.4827 init_gold_top100=0.5224
+step=1250 epoch=1/62 epoch_step=1250/16379 micro_steps=2500 elapsed=46.2s lr=3.753000e-04 loss=2.8432 loss_recon=2.8432 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7496 corrupt_frac=0.5503 acc_corrupt=0.5655 loss_corrupt=2.8432 wrong_frac=0.4972 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.1725 corrupt_frac_t_0p0_0p2=0.1929 acc_corrupt_t_0p2_0p4=0.3629 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.5879 corrupt_frac_t_0p4_0p6=0.2060 acc_corrupt_t_0p6_0p8=0.7631 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9215 corrupt_frac_t_0p8_1p0=0.2010 out_w_norm=29.5105 out_g_norm=0.5475 loss_all=1.8887 init_gold_top10=0.4826 init_gold_top100=0.5230
+step=1300 epoch=1/62 epoch_step=1300/16379 micro_steps=2600 elapsed=46.0s lr=3.903000e-04 loss=2.8519 loss_recon=2.8519 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7484 corrupt_frac=0.5500 acc_corrupt=0.5635 loss_corrupt=2.8519 wrong_frac=0.4998 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.1675 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.3626 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.5913 corrupt_frac_t_0p4_0p6=0.2095 acc_corrupt_t_0p6_0p8=0.7695 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9243 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=30.3468 out_g_norm=0.5385 loss_all=1.6111 init_gold_top10=0.5267 init_gold_top100=0.5569
+step=1350 epoch=1/62 epoch_step=1350/16379 micro_steps=2700 elapsed=45.9s lr=4.053000e-04 loss=2.8301 loss_recon=2.8301 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7502 corrupt_frac=0.5489 acc_corrupt=0.5654 loss_corrupt=2.8301 wrong_frac=0.5012 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.1756 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.3702 corrupt_frac_t_0p2_0p4=0.2083 acc_corrupt_t_0p4_0p6=0.5942 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.7675 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9286 corrupt_frac_t_0p8_1p0=0.1955 out_w_norm=31.2183 out_g_norm=0.5194 loss_all=1.7557 init_gold_top10=0.4972 init_gold_top100=0.5443
+step=1400 epoch=1/62 epoch_step=1400/16379 micro_steps=2800 elapsed=47.2s lr=4.203000e-04 loss=2.7961 loss_recon=2.7961 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7502 corrupt_frac=0.5536 acc_corrupt=0.5691 loss_corrupt=2.7961 wrong_frac=0.4984 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.1751 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.3686 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.5961 corrupt_frac_t_0p4_0p6=0.2111 acc_corrupt_t_0p6_0p8=0.7685 corrupt_frac_t_0p6_0p8=0.1942 acc_corrupt_t_0p8_1p0=0.9264 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=32.1279 out_g_norm=0.4997 loss_all=1.8372 init_gold_top10=0.4132 init_gold_top100=0.4668
+step=1450 epoch=1/62 epoch_step=1450/16379 micro_steps=2900 elapsed=46.3s lr=4.353000e-04 loss=2.8046 loss_recon=2.8046 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7522 corrupt_frac=0.5456 acc_corrupt=0.5665 loss_corrupt=2.8046 wrong_frac=0.5040 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.1774 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3678 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6047 corrupt_frac_t_0p4_0p6=0.2096 acc_corrupt_t_0p6_0p8=0.7709 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9285 corrupt_frac_t_0p8_1p0=0.1898 out_w_norm=33.0678 out_g_norm=0.4942 loss_all=1.4585 init_gold_top10=0.5411 init_gold_top100=0.5786
+step=1500 epoch=1/62 epoch_step=1500/16379 micro_steps=3000 elapsed=46.2s lr=4.503000e-04 loss=2.7735 loss_recon=2.7735 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7501 corrupt_frac=0.5568 acc_corrupt=0.5718 loss_corrupt=2.7735 wrong_frac=0.4992 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1793 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.3733 corrupt_frac_t_0p2_0p4=0.1949 acc_corrupt_t_0p4_0p6=0.6050 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.7738 corrupt_frac_t_0p6_0p8=0.2009 acc_corrupt_t_0p8_1p0=0.9265 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=34.0227 out_g_norm=0.4726 loss_all=1.5824 init_gold_top10=0.4992 init_gold_top100=0.5315
+step=1550 epoch=1/62 epoch_step=1550/16379 micro_steps=3100 elapsed=47.4s lr=4.653000e-04 loss=2.7386 loss_recon=2.7386 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7567 corrupt_frac=0.5461 acc_corrupt=0.5752 loss_corrupt=2.7386 wrong_frac=0.4975 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.1827 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.3791 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6060 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.7747 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9271 corrupt_frac_t_0p8_1p0=0.2051 out_w_norm=35.0217 out_g_norm=0.4632 loss_all=1.8085 init_gold_top10=0.4377 init_gold_top100=0.4899
+step=1600 epoch=1/62 epoch_step=1600/16379 micro_steps=3200 elapsed=46.4s lr=4.803000e-04 loss=2.7957 loss_recon=2.7957 loss_meanflow=0.0000 mean_model_t=0.4920 mean_corrupt_t=0.4920 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7481 corrupt_frac=0.5538 acc_corrupt=0.5663 loss_corrupt=2.7957 wrong_frac=0.5081 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.1867 corrupt_frac_t_0p0_0p2=0.2111 acc_corrupt_t_0p2_0p4=0.3709 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6051 corrupt_frac_t_0p4_0p6=0.1965 acc_corrupt_t_0p6_0p8=0.7799 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9308 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=36.0420 out_g_norm=0.4457 loss_all=1.4041 init_gold_top10=0.5253 init_gold_top100=0.5656
+step=1650 epoch=1/62 epoch_step=1650/16379 micro_steps=3300 elapsed=46.5s lr=4.953000e-04 loss=2.7153 loss_recon=2.7153 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7596 corrupt_frac=0.5402 acc_corrupt=0.5760 loss_corrupt=2.7153 wrong_frac=0.5015 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.1908 corrupt_frac_t_0p0_0p2=0.1954 acc_corrupt_t_0p2_0p4=0.3799 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.6063 corrupt_frac_t_0p4_0p6=0.2067 acc_corrupt_t_0p6_0p8=0.7804 corrupt_frac_t_0p6_0p8=0.1932 acc_corrupt_t_0p8_1p0=0.9278 corrupt_frac_t_0p8_1p0=0.1986 out_w_norm=37.0917 out_g_norm=0.4361 loss_all=1.7218 init_gold_top10=0.4659 init_gold_top100=0.5152
+step=1700 epoch=1/62 epoch_step=1700/16379 micro_steps=3400 elapsed=47.0s lr=5.103000e-04 loss=2.6975 loss_recon=2.6975 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7582 corrupt_frac=0.5492 acc_corrupt=0.5798 loss_corrupt=2.6975 wrong_frac=0.4949 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.1830 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.3819 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6005 corrupt_frac_t_0p4_0p6=0.1892 acc_corrupt_t_0p6_0p8=0.7798 corrupt_frac_t_0p6_0p8=0.2060 acc_corrupt_t_0p8_1p0=0.9316 corrupt_frac_t_0p8_1p0=0.2067 out_w_norm=38.1584 out_g_norm=0.4194 loss_all=1.4147 init_gold_top10=0.5078 init_gold_top100=0.5509
+step=1750 epoch=1/62 epoch_step=1750/16379 micro_steps=3500 elapsed=46.9s lr=5.253000e-04 loss=2.6875 loss_recon=2.6875 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7601 corrupt_frac=0.5439 acc_corrupt=0.5795 loss_corrupt=2.6875 wrong_frac=0.5007 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.1906 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.3837 corrupt_frac_t_0p2_0p4=0.1876 acc_corrupt_t_0p4_0p6=0.6110 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.7802 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9291 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=39.2515 out_g_norm=0.4123 loss_all=1.6051 init_gold_top10=0.4947 init_gold_top100=0.5373
+step=1800 epoch=1/62 epoch_step=1800/16379 micro_steps=3600 elapsed=46.5s lr=5.403000e-04 loss=2.7413 loss_recon=2.7413 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7544 corrupt_frac=0.5466 acc_corrupt=0.5724 loss_corrupt=2.7413 wrong_frac=0.5082 init_acc_corrupt=0.4568 acc_corrupt_t_0p0_0p2=0.1854 corrupt_frac_t_0p0_0p2=0.2156 acc_corrupt_t_0p2_0p4=0.3865 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6167 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.7873 corrupt_frac_t_0p6_0p8=0.1930 acc_corrupt_t_0p8_1p0=0.9299 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=40.3782 out_g_norm=0.3977 loss_all=1.5443 init_gold_top10=0.4795 init_gold_top100=0.5120
+step=1850 epoch=1/62 epoch_step=1850/16379 micro_steps=3700 elapsed=46.4s lr=5.553000e-04 loss=2.7152 loss_recon=2.7152 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7557 corrupt_frac=0.5479 acc_corrupt=0.5749 loss_corrupt=2.7152 wrong_frac=0.5070 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.1927 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.3824 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6191 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.7870 corrupt_frac_t_0p6_0p8=0.1888 acc_corrupt_t_0p8_1p0=0.9295 corrupt_frac_t_0p8_1p0=0.1961 out_w_norm=41.5236 out_g_norm=0.3867 loss_all=1.4319 init_gold_top10=0.4954 init_gold_top100=0.5431
+step=1900 epoch=1/62 epoch_step=1900/16379 micro_steps=3800 elapsed=47.0s lr=5.703000e-04 loss=2.6718 loss_recon=2.6718 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7609 corrupt_frac=0.5475 acc_corrupt=0.5821 loss_corrupt=2.6718 wrong_frac=0.4991 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.1893 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6178 corrupt_frac_t_0p4_0p6=0.1880 acc_corrupt_t_0p6_0p8=0.7851 corrupt_frac_t_0p6_0p8=0.2054 acc_corrupt_t_0p8_1p0=0.9310 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=42.6963 out_g_norm=0.3758 loss_all=1.3069 init_gold_top10=0.5053 init_gold_top100=0.5465
+step=1950 epoch=1/62 epoch_step=1950/16379 micro_steps=3900 elapsed=46.8s lr=5.853000e-04 loss=2.6477 loss_recon=2.6477 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7626 corrupt_frac=0.5466 acc_corrupt=0.5851 loss_corrupt=2.6477 wrong_frac=0.4986 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.1906 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.3967 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6133 corrupt_frac_t_0p4_0p6=0.2143 acc_corrupt_t_0p6_0p8=0.7866 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9321 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=43.8952 out_g_norm=0.3646 loss_all=1.6042 init_gold_top10=0.4755 init_gold_top100=0.5115
+step=2000 epoch=1/62 epoch_step=2000/16379 micro_steps=4000 elapsed=46.5s lr=6.000000e-04 loss=2.6509 loss_recon=2.6509 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7583 corrupt_frac=0.5555 acc_corrupt=0.5837 loss_corrupt=2.6509 wrong_frac=0.4994 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.1906 corrupt_frac_t_0p0_0p2=0.1918 acc_corrupt_t_0p2_0p4=0.3861 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6166 corrupt_frac_t_0p4_0p6=0.2110 acc_corrupt_t_0p6_0p8=0.7847 corrupt_frac_t_0p6_0p8=0.1990 acc_corrupt_t_0p8_1p0=0.9310 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=45.1175 out_g_norm=0.3538 loss_all=1.8215 init_gold_top10=0.4498 init_gold_top100=0.4951
+step=2050 epoch=1/62 epoch_step=2050/16379 micro_steps=4100 elapsed=47.4s lr=6.000000e-04 loss=2.6276 loss_recon=2.6276 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7629 corrupt_frac=0.5492 acc_corrupt=0.5876 loss_corrupt=2.6276 wrong_frac=0.4964 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.1924 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.3885 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6195 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.7848 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9311 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=46.3518 out_g_norm=0.3429 loss_all=1.6474 init_gold_top10=0.5005 init_gold_top100=0.5354
+step=2100 epoch=1/62 epoch_step=2100/16379 micro_steps=4200 elapsed=46.8s lr=6.000000e-04 loss=2.6601 loss_recon=2.6601 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7590 corrupt_frac=0.5507 acc_corrupt=0.5822 loss_corrupt=2.6601 wrong_frac=0.5039 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.1954 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6237 corrupt_frac_t_0p4_0p6=0.1910 acc_corrupt_t_0p6_0p8=0.7858 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9341 corrupt_frac_t_0p8_1p0=0.1990 out_w_norm=47.5667 out_g_norm=0.3362 loss_all=1.6650 init_gold_top10=0.4835 init_gold_top100=0.5250
+step=2150 epoch=1/62 epoch_step=2150/16379 micro_steps=4300 elapsed=46.7s lr=6.000000e-04 loss=2.6253 loss_recon=2.6253 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7622 corrupt_frac=0.5515 acc_corrupt=0.5873 loss_corrupt=2.6253 wrong_frac=0.4981 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.1971 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.3882 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.6229 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.7849 corrupt_frac_t_0p6_0p8=0.1907 acc_corrupt_t_0p8_1p0=0.9335 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=48.7479 out_g_norm=0.3270 loss_all=1.5537 init_gold_top10=0.4981 init_gold_top100=0.5374
+step=2200 epoch=1/62 epoch_step=2200/16379 micro_steps=4400 elapsed=46.4s lr=5.999999e-04 loss=2.5501 loss_recon=2.5501 loss_meanflow=0.0000 mean_model_t=0.5073 mean_corrupt_t=0.5073 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7672 corrupt_frac=0.5541 acc_corrupt=0.5974 loss_corrupt=2.5501 wrong_frac=0.4903 init_acc_corrupt=0.4769 acc_corrupt_t_0p0_0p2=0.1999 corrupt_frac_t_0p0_0p2=0.1882 acc_corrupt_t_0p2_0p4=0.3953 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6224 corrupt_frac_t_0p4_0p6=0.2051 acc_corrupt_t_0p6_0p8=0.7911 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9323 corrupt_frac_t_0p8_1p0=0.2086 out_w_norm=49.8958 out_g_norm=0.3158 loss_all=1.4305 init_gold_top10=0.5254 init_gold_top100=0.5550
+step=2250 epoch=1/62 epoch_step=2250/16379 micro_steps=4500 elapsed=46.7s lr=5.999999e-04 loss=2.5826 loss_recon=2.5826 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7655 corrupt_frac=0.5516 acc_corrupt=0.5923 loss_corrupt=2.5826 wrong_frac=0.4977 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2032 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.3952 corrupt_frac_t_0p2_0p4=0.1908 acc_corrupt_t_0p4_0p6=0.6249 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.7914 corrupt_frac_t_0p6_0p8=0.2043 acc_corrupt_t_0p8_1p0=0.9361 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=51.0003 out_g_norm=0.3105 loss_all=1.7809 init_gold_top10=0.4220 init_gold_top100=0.4791
+step=2300 epoch=1/62 epoch_step=2300/16379 micro_steps=4600 elapsed=46.8s lr=5.999999e-04 loss=2.6207 loss_recon=2.6207 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7634 corrupt_frac=0.5493 acc_corrupt=0.5868 loss_corrupt=2.6207 wrong_frac=0.5018 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.1985 corrupt_frac_t_0p0_0p2=0.2018 acc_corrupt_t_0p2_0p4=0.3970 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6248 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.7895 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9338 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=52.0892 out_g_norm=0.3044 loss_all=1.8091 init_gold_top10=0.4414 init_gold_top100=0.4955
+step=2350 epoch=1/62 epoch_step=2350/16379 micro_steps=4700 elapsed=46.6s lr=5.999998e-04 loss=2.6003 loss_recon=2.6003 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7649 corrupt_frac=0.5493 acc_corrupt=0.5889 loss_corrupt=2.6003 wrong_frac=0.5027 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.1952 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.3997 corrupt_frac_t_0p2_0p4=0.2092 acc_corrupt_t_0p4_0p6=0.6281 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.7988 corrupt_frac_t_0p6_0p8=0.1887 acc_corrupt_t_0p8_1p0=0.9348 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=53.1526 out_g_norm=0.2998 loss_all=1.3910 init_gold_top10=0.5404 init_gold_top100=0.5646
+step=2400 epoch=1/62 epoch_step=2400/16379 micro_steps=4800 elapsed=47.5s lr=5.999998e-04 loss=2.5900 loss_recon=2.5900 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7650 corrupt_frac=0.5514 acc_corrupt=0.5908 loss_corrupt=2.5900 wrong_frac=0.5017 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2025 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4015 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6321 corrupt_frac_t_0p4_0p6=0.2106 acc_corrupt_t_0p6_0p8=0.7916 corrupt_frac_t_0p6_0p8=0.1936 acc_corrupt_t_0p8_1p0=0.9357 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=54.1914 out_g_norm=0.2934 loss_all=1.1887 init_gold_top10=0.5256 init_gold_top100=0.5651
+step=2450 epoch=1/62 epoch_step=2450/16379 micro_steps=4900 elapsed=46.6s lr=5.999997e-04 loss=2.5644 loss_recon=2.5644 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7657 corrupt_frac=0.5536 acc_corrupt=0.5931 loss_corrupt=2.5644 wrong_frac=0.4992 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2024 corrupt_frac_t_0p0_0p2=0.1933 acc_corrupt_t_0p2_0p4=0.4026 corrupt_frac_t_0p2_0p4=0.2012 acc_corrupt_t_0p4_0p6=0.6258 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.7898 corrupt_frac_t_0p6_0p8=0.1955 acc_corrupt_t_0p8_1p0=0.9342 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=55.2052 out_g_norm=0.2889 loss_all=1.5042 init_gold_top10=0.4980 init_gold_top100=0.5361
+step=2500 epoch=1/62 epoch_step=2500/16379 micro_steps=5000 elapsed=46.4s lr=5.999996e-04 loss=2.5038 loss_recon=2.5038 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7720 corrupt_frac=0.5510 acc_corrupt=0.6025 loss_corrupt=2.5038 wrong_frac=0.4892 init_acc_corrupt=0.4778 acc_corrupt_t_0p0_0p2=0.2048 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.4015 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6307 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.7968 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9359 corrupt_frac_t_0p8_1p0=0.2105 out_w_norm=56.1933 out_g_norm=0.2843 loss_all=1.0593 init_gold_top10=0.6010 init_gold_top100=0.6217
+step=2550 epoch=1/62 epoch_step=2550/16379 micro_steps=5100 elapsed=47.6s lr=5.999996e-04 loss=2.5775 loss_recon=2.5775 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7665 corrupt_frac=0.5501 acc_corrupt=0.5921 loss_corrupt=2.5775 wrong_frac=0.5005 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2002 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.4016 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6307 corrupt_frac_t_0p4_0p6=0.2067 acc_corrupt_t_0p6_0p8=0.7958 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9384 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=57.1663 out_g_norm=0.2755 loss_all=1.5269 init_gold_top10=0.5084 init_gold_top100=0.5572
+step=2600 epoch=1/62 epoch_step=2600/16379 micro_steps=5200 elapsed=46.3s lr=5.999995e-04 loss=2.5724 loss_recon=2.5724 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7671 corrupt_frac=0.5499 acc_corrupt=0.5925 loss_corrupt=2.5724 wrong_frac=0.5029 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2052 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4079 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6303 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.7976 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9351 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=58.1145 out_g_norm=0.2764 loss_all=1.4127 init_gold_top10=0.5225 init_gold_top100=0.5585
+step=2650 epoch=1/62 epoch_step=2650/16379 micro_steps=5300 elapsed=46.8s lr=5.999994e-04 loss=2.5862 loss_recon=2.5862 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7651 corrupt_frac=0.5523 acc_corrupt=0.5905 loss_corrupt=2.5862 wrong_frac=0.5039 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.2061 corrupt_frac_t_0p0_0p2=0.2107 acc_corrupt_t_0p2_0p4=0.4108 corrupt_frac_t_0p2_0p4=0.2057 acc_corrupt_t_0p4_0p6=0.6324 corrupt_frac_t_0p4_0p6=0.1836 acc_corrupt_t_0p6_0p8=0.7959 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9338 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=59.0416 out_g_norm=0.2738 loss_all=1.4530 init_gold_top10=0.4320 init_gold_top100=0.4859
+step=2700 epoch=1/62 epoch_step=2700/16379 micro_steps=5400 elapsed=46.2s lr=5.999993e-04 loss=2.4829 loss_recon=2.4829 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7743 corrupt_frac=0.5490 acc_corrupt=0.6039 loss_corrupt=2.4829 wrong_frac=0.4930 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.2123 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4068 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6304 corrupt_frac_t_0p4_0p6=0.1922 acc_corrupt_t_0p6_0p8=0.7995 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9364 corrupt_frac_t_0p8_1p0=0.2117 out_w_norm=59.9523 out_g_norm=0.2660 loss_all=1.5224 init_gold_top10=0.4814 init_gold_top100=0.5223
+step=2750 epoch=1/62 epoch_step=2750/16379 micro_steps=5500 elapsed=47.3s lr=5.999992e-04 loss=2.5133 loss_recon=2.5133 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7727 corrupt_frac=0.5462 acc_corrupt=0.5991 loss_corrupt=2.5133 wrong_frac=0.5004 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2121 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.4146 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6340 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.7983 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9376 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=60.8399 out_g_norm=0.2650 loss_all=1.5540 init_gold_top10=0.4967 init_gold_top100=0.5383
+step=2800 epoch=1/62 epoch_step=2800/16379 micro_steps=5600 elapsed=46.5s lr=5.999990e-04 loss=2.5074 loss_recon=2.5074 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7703 corrupt_frac=0.5550 acc_corrupt=0.6008 loss_corrupt=2.5074 wrong_frac=0.4974 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2092 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.4085 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6329 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8027 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9354 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=61.7172 out_g_norm=0.2598 loss_all=1.6933 init_gold_top10=0.4599 init_gold_top100=0.5056
+step=2850 epoch=1/62 epoch_step=2850/16379 micro_steps=5700 elapsed=46.5s lr=5.999989e-04 loss=2.5142 loss_recon=2.5142 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7717 corrupt_frac=0.5492 acc_corrupt=0.5995 loss_corrupt=2.5142 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2120 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.4074 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6375 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.7999 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9378 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=62.5755 out_g_norm=0.2567 loss_all=1.4534 init_gold_top10=0.4518 init_gold_top100=0.4950
+step=2900 epoch=1/62 epoch_step=2900/16379 micro_steps=5800 elapsed=46.5s lr=5.999988e-04 loss=2.5515 loss_recon=2.5515 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7661 corrupt_frac=0.5593 acc_corrupt=0.5952 loss_corrupt=2.5515 wrong_frac=0.5020 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.1995 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4080 corrupt_frac_t_0p2_0p4=0.1971 acc_corrupt_t_0p4_0p6=0.6358 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.7990 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9353 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=63.4287 out_g_norm=0.2530 loss_all=1.9191 init_gold_top10=0.4644 init_gold_top100=0.5172
+step=2950 epoch=1/62 epoch_step=2950/16379 micro_steps=5900 elapsed=46.6s lr=5.999987e-04 loss=2.5184 loss_recon=2.5184 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7705 corrupt_frac=0.5511 acc_corrupt=0.5983 loss_corrupt=2.5184 wrong_frac=0.5028 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2110 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4100 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6375 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.7992 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9382 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=64.2583 out_g_norm=0.2528 loss_all=1.5374 init_gold_top10=0.5144 init_gold_top100=0.5538
+step=3000 epoch=1/62 epoch_step=3000/16379 micro_steps=6000 elapsed=46.5s lr=5.999985e-04 loss=2.4924 loss_recon=2.4924 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7733 corrupt_frac=0.5520 acc_corrupt=0.6029 loss_corrupt=2.4924 wrong_frac=0.4961 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2062 corrupt_frac_t_0p0_0p2=0.2029 acc_corrupt_t_0p2_0p4=0.4094 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6429 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8030 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9384 corrupt_frac_t_0p8_1p0=0.2088 out_w_norm=65.0716 out_g_norm=0.2477 loss_all=1.6258 init_gold_top10=0.5096 init_gold_top100=0.5377
+step=3050 epoch=1/62 epoch_step=3050/16379 micro_steps=6100 elapsed=47.6s lr=5.999984e-04 loss=2.5337 loss_recon=2.5337 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7698 corrupt_frac=0.5510 acc_corrupt=0.5960 loss_corrupt=2.5337 wrong_frac=0.5041 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2089 corrupt_frac_t_0p0_0p2=0.2090 acc_corrupt_t_0p2_0p4=0.4092 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6378 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8005 corrupt_frac_t_0p6_0p8=0.1942 acc_corrupt_t_0p8_1p0=0.9388 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=65.8660 out_g_norm=0.2454 loss_all=1.4105 init_gold_top10=0.5290 init_gold_top100=0.5646
+step=3100 epoch=1/62 epoch_step=3100/16379 micro_steps=6200 elapsed=46.6s lr=5.999982e-04 loss=2.5422 loss_recon=2.5422 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7669 corrupt_frac=0.5557 acc_corrupt=0.5950 loss_corrupt=2.5422 wrong_frac=0.5064 init_acc_corrupt=0.4583 acc_corrupt_t_0p0_0p2=0.2128 corrupt_frac_t_0p0_0p2=0.2105 acc_corrupt_t_0p2_0p4=0.4094 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6411 corrupt_frac_t_0p4_0p6=0.2021 acc_corrupt_t_0p6_0p8=0.8032 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9382 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=66.6426 out_g_norm=0.2431 loss_all=1.4764 init_gold_top10=0.5490 init_gold_top100=0.5855
+step=3150 epoch=1/62 epoch_step=3150/16379 micro_steps=6300 elapsed=46.5s lr=5.999980e-04 loss=2.4985 loss_recon=2.4985 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7740 corrupt_frac=0.5470 acc_corrupt=0.6007 loss_corrupt=2.4985 wrong_frac=0.5012 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2143 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4107 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6396 corrupt_frac_t_0p4_0p6=0.1977 acc_corrupt_t_0p6_0p8=0.8044 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9400 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=67.4097 out_g_norm=0.2437 loss_all=1.4125 init_gold_top10=0.5122 init_gold_top100=0.5477
+step=3200 epoch=1/62 epoch_step=3200/16379 micro_steps=6400 elapsed=46.6s lr=5.999979e-04 loss=2.5182 loss_recon=2.5182 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7707 corrupt_frac=0.5520 acc_corrupt=0.5977 loss_corrupt=2.5182 wrong_frac=0.5036 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2117 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.4150 corrupt_frac_t_0p2_0p4=0.2072 acc_corrupt_t_0p4_0p6=0.6371 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8037 corrupt_frac_t_0p6_0p8=0.2059 acc_corrupt_t_0p8_1p0=0.9386 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=68.1651 out_g_norm=0.2410 loss_all=1.7138 init_gold_top10=0.4774 init_gold_top100=0.5177
+step=3250 epoch=1/62 epoch_step=3250/16379 micro_steps=6500 elapsed=46.7s lr=5.999977e-04 loss=2.4709 loss_recon=2.4709 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7761 corrupt_frac=0.5499 acc_corrupt=0.6053 loss_corrupt=2.4709 wrong_frac=0.4965 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2124 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.4189 corrupt_frac_t_0p2_0p4=0.1993 acc_corrupt_t_0p4_0p6=0.6417 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8038 corrupt_frac_t_0p6_0p8=0.1951 acc_corrupt_t_0p8_1p0=0.9400 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=68.9109 out_g_norm=0.2373 loss_all=1.2524 init_gold_top10=0.5194 init_gold_top100=0.5565
+step=3300 epoch=1/62 epoch_step=3300/16379 micro_steps=6600 elapsed=46.8s lr=5.999975e-04 loss=2.5038 loss_recon=2.5038 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7748 corrupt_frac=0.5467 acc_corrupt=0.6008 loss_corrupt=2.5038 wrong_frac=0.5033 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2146 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4096 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6435 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8080 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9378 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=69.6477 out_g_norm=0.2363 loss_all=1.4039 init_gold_top10=0.5171 init_gold_top100=0.5584
+step=3350 epoch=1/62 epoch_step=3350/16379 micro_steps=6700 elapsed=46.6s lr=5.999973e-04 loss=2.4993 loss_recon=2.4993 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7725 corrupt_frac=0.5511 acc_corrupt=0.6002 loss_corrupt=2.4993 wrong_frac=0.5028 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2168 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4082 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6389 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8095 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9375 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=70.3756 out_g_norm=0.2351 loss_all=1.5277 init_gold_top10=0.4628 init_gold_top100=0.5068
+step=3400 epoch=1/62 epoch_step=3400/16379 micro_steps=6800 elapsed=47.3s lr=5.999971e-04 loss=2.4504 loss_recon=2.4504 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7761 corrupt_frac=0.5524 acc_corrupt=0.6065 loss_corrupt=2.4504 wrong_frac=0.4970 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2149 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.4187 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6434 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8067 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9398 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=71.0865 out_g_norm=0.2317 loss_all=1.2191 init_gold_top10=0.5385 init_gold_top100=0.5679
+step=3450 epoch=1/62 epoch_step=3450/16379 micro_steps=6900 elapsed=46.5s lr=5.999969e-04 loss=2.4794 loss_recon=2.4794 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7732 corrupt_frac=0.5530 acc_corrupt=0.6028 loss_corrupt=2.4794 wrong_frac=0.5009 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2152 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.4143 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6404 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8087 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9410 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=71.7854 out_g_norm=0.2304 loss_all=1.3074 init_gold_top10=0.5251 init_gold_top100=0.5564
+step=3500 epoch=1/62 epoch_step=3500/16379 micro_steps=7000 elapsed=47.2s lr=5.999967e-04 loss=2.4837 loss_recon=2.4837 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7731 corrupt_frac=0.5531 acc_corrupt=0.6023 loss_corrupt=2.4837 wrong_frac=0.5027 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2152 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4154 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.6426 corrupt_frac_t_0p4_0p6=0.1961 acc_corrupt_t_0p6_0p8=0.8020 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9394 corrupt_frac_t_0p8_1p0=0.1998 out_w_norm=72.4711 out_g_norm=0.2277 loss_all=1.5734 init_gold_top10=0.5000 init_gold_top100=0.5410
+step=3550 epoch=1/62 epoch_step=3550/16379 micro_steps=7100 elapsed=46.7s lr=5.999964e-04 loss=2.4560 loss_recon=2.4560 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7780 corrupt_frac=0.5481 acc_corrupt=0.6073 loss_corrupt=2.4560 wrong_frac=0.4974 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2152 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.4159 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6457 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8069 corrupt_frac_t_0p6_0p8=0.1908 acc_corrupt_t_0p8_1p0=0.9410 corrupt_frac_t_0p8_1p0=0.2115 out_w_norm=73.1521 out_g_norm=0.2259 loss_all=1.5953 init_gold_top10=0.4088 init_gold_top100=0.4656
+step=3600 epoch=1/62 epoch_step=3600/16379 micro_steps=7200 elapsed=46.0s lr=5.999962e-04 loss=2.4265 loss_recon=2.4265 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7801 corrupt_frac=0.5482 acc_corrupt=0.6105 loss_corrupt=2.4265 wrong_frac=0.4972 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2183 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.4205 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6431 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8078 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9386 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=73.8156 out_g_norm=0.2260 loss_all=1.3163 init_gold_top10=0.5382 init_gold_top100=0.5772
+step=3650 epoch=1/62 epoch_step=3650/16379 micro_steps=7300 elapsed=46.7s lr=5.999960e-04 loss=2.4741 loss_recon=2.4741 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7758 corrupt_frac=0.5484 acc_corrupt=0.6032 loss_corrupt=2.4741 wrong_frac=0.5033 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.2190 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4099 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6515 corrupt_frac_t_0p4_0p6=0.1913 acc_corrupt_t_0p6_0p8=0.8065 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9408 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=74.4697 out_g_norm=0.2245 loss_all=1.2527 init_gold_top10=0.5346 init_gold_top100=0.5661
+step=3700 epoch=1/62 epoch_step=3700/16379 micro_steps=7400 elapsed=45.9s lr=5.999957e-04 loss=2.3975 loss_recon=2.3975 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7824 corrupt_frac=0.5476 acc_corrupt=0.6145 loss_corrupt=2.3975 wrong_frac=0.4952 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2223 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.4269 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6469 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8083 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9397 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=75.1189 out_g_norm=0.2216 loss_all=1.6578 init_gold_top10=0.5007 init_gold_top100=0.5416
+step=3750 epoch=1/62 epoch_step=3750/16379 micro_steps=7500 elapsed=46.7s lr=5.999954e-04 loss=2.4189 loss_recon=2.4189 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7815 corrupt_frac=0.5451 acc_corrupt=0.6112 loss_corrupt=2.4189 wrong_frac=0.4954 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.2215 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.4211 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.6484 corrupt_frac_t_0p4_0p6=0.1927 acc_corrupt_t_0p6_0p8=0.8069 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9426 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=75.7595 out_g_norm=0.2199 loss_all=0.9246 init_gold_top10=0.5807 init_gold_top100=0.6011
+step=3800 epoch=1/62 epoch_step=3800/16379 micro_steps=7600 elapsed=46.5s lr=5.999952e-04 loss=2.4205 loss_recon=2.4205 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7778 corrupt_frac=0.5562 acc_corrupt=0.6117 loss_corrupt=2.4205 wrong_frac=0.4966 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.2242 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4153 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6514 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8121 corrupt_frac_t_0p6_0p8=0.2060 acc_corrupt_t_0p8_1p0=0.9413 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=76.3907 out_g_norm=0.2169 loss_all=1.3950 init_gold_top10=0.4924 init_gold_top100=0.5253
+step=3850 epoch=1/62 epoch_step=3850/16379 micro_steps=7700 elapsed=47.0s lr=5.999949e-04 loss=2.4675 loss_recon=2.4675 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7759 corrupt_frac=0.5494 acc_corrupt=0.6038 loss_corrupt=2.4675 wrong_frac=0.5060 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2210 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4217 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.6459 corrupt_frac_t_0p4_0p6=0.2032 acc_corrupt_t_0p6_0p8=0.8075 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9437 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=77.0240 out_g_norm=0.2180 loss_all=1.3298 init_gold_top10=0.5097 init_gold_top100=0.5483
+step=3900 epoch=1/62 epoch_step=3900/16379 micro_steps=7800 elapsed=46.7s lr=5.999946e-04 loss=2.4531 loss_recon=2.4531 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7760 corrupt_frac=0.5527 acc_corrupt=0.6068 loss_corrupt=2.4531 wrong_frac=0.5028 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2177 corrupt_frac_t_0p0_0p2=0.2079 acc_corrupt_t_0p2_0p4=0.4212 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.6513 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8073 corrupt_frac_t_0p6_0p8=0.1961 acc_corrupt_t_0p8_1p0=0.9421 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=77.6483 out_g_norm=0.2153 loss_all=1.2645 init_gold_top10=0.5073 init_gold_top100=0.5397
+step=3950 epoch=1/62 epoch_step=3950/16379 micro_steps=7900 elapsed=46.8s lr=5.999943e-04 loss=2.3830 loss_recon=2.3830 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7827 corrupt_frac=0.5510 acc_corrupt=0.6163 loss_corrupt=2.3830 wrong_frac=0.4929 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.2189 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.4168 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6528 corrupt_frac_t_0p4_0p6=0.2079 acc_corrupt_t_0p6_0p8=0.8125 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9433 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=78.2500 out_g_norm=0.2148 loss_all=1.5020 init_gold_top10=0.5062 init_gold_top100=0.5456
+step=4000 epoch=1/62 epoch_step=4000/16379 micro_steps=8000 elapsed=47.0s lr=5.999941e-04 loss=2.3930 loss_recon=2.3930 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7829 corrupt_frac=0.5489 acc_corrupt=0.6148 loss_corrupt=2.3930 wrong_frac=0.4953 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2225 corrupt_frac_t_0p0_0p2=0.1933 acc_corrupt_t_0p2_0p4=0.4265 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.6516 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8099 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9429 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=78.8497 out_g_norm=0.2127 loss_all=1.1786 init_gold_top10=0.5653 init_gold_top100=0.5921
+step=4050 epoch=1/62 epoch_step=4050/16379 micro_steps=8100 elapsed=48.0s lr=5.999938e-04 loss=2.3855 loss_recon=2.3855 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7859 corrupt_frac=0.5410 acc_corrupt=0.6156 loss_corrupt=2.3855 wrong_frac=0.4957 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2256 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.4235 corrupt_frac_t_0p2_0p4=0.1918 acc_corrupt_t_0p4_0p6=0.6497 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8128 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9443 corrupt_frac_t_0p8_1p0=0.2064 out_w_norm=79.4469 out_g_norm=0.2133 loss_all=1.4214 init_gold_top10=0.4621 init_gold_top100=0.5147
+step=4100 epoch=1/62 epoch_step=4100/16379 micro_steps=8200 elapsed=46.8s lr=5.999934e-04 loss=2.3969 loss_recon=2.3969 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7817 corrupt_frac=0.5502 acc_corrupt=0.6140 loss_corrupt=2.3969 wrong_frac=0.4981 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2213 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.4295 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6523 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8131 corrupt_frac_t_0p6_0p8=0.2101 acc_corrupt_t_0p8_1p0=0.9420 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=80.0330 out_g_norm=0.2096 loss_all=2.0028 init_gold_top10=0.4097 init_gold_top100=0.4637
+step=4150 epoch=1/62 epoch_step=4150/16379 micro_steps=8300 elapsed=46.1s lr=5.999931e-04 loss=2.4594 loss_recon=2.4594 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7753 corrupt_frac=0.5524 acc_corrupt=0.6047 loss_corrupt=2.4594 wrong_frac=0.5042 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.2253 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4147 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6483 corrupt_frac_t_0p4_0p6=0.1849 acc_corrupt_t_0p6_0p8=0.8082 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9418 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=80.6082 out_g_norm=0.2098 loss_all=1.5961 init_gold_top10=0.4110 init_gold_top100=0.4624
+step=4200 epoch=1/62 epoch_step=4200/16379 micro_steps=8400 elapsed=47.1s lr=5.999928e-04 loss=2.4240 loss_recon=2.4240 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7788 corrupt_frac=0.5512 acc_corrupt=0.6092 loss_corrupt=2.4240 wrong_frac=0.5020 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2210 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4257 corrupt_frac_t_0p2_0p4=0.2032 acc_corrupt_t_0p4_0p6=0.6483 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8125 corrupt_frac_t_0p6_0p8=0.2067 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.1907 out_w_norm=81.1576 out_g_norm=0.2084 loss_all=1.2972 init_gold_top10=0.5119 init_gold_top100=0.5491
+step=4250 epoch=1/62 epoch_step=4250/16379 micro_steps=8500 elapsed=47.2s lr=5.999925e-04 loss=2.3797 loss_recon=2.3797 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7819 corrupt_frac=0.5512 acc_corrupt=0.6150 loss_corrupt=2.3797 wrong_frac=0.4972 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.2279 corrupt_frac_t_0p0_0p2=0.1918 acc_corrupt_t_0p2_0p4=0.4215 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6526 corrupt_frac_t_0p4_0p6=0.2035 acc_corrupt_t_0p6_0p8=0.8157 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9406 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=81.7110 out_g_norm=0.2084 loss_all=1.3714 init_gold_top10=0.4805 init_gold_top100=0.5281
+step=4300 epoch=1/62 epoch_step=4300/16379 micro_steps=8600 elapsed=47.1s lr=5.999921e-04 loss=2.4051 loss_recon=2.4051 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7818 corrupt_frac=0.5484 acc_corrupt=0.6123 loss_corrupt=2.4051 wrong_frac=0.5005 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2268 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4322 corrupt_frac_t_0p2_0p4=0.1980 acc_corrupt_t_0p4_0p6=0.6513 corrupt_frac_t_0p4_0p6=0.2010 acc_corrupt_t_0p6_0p8=0.8099 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9425 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=82.2559 out_g_norm=0.2067 loss_all=1.0837 init_gold_top10=0.5031 init_gold_top100=0.5395
+step=4350 epoch=1/62 epoch_step=4350/16379 micro_steps=8700 elapsed=46.8s lr=5.999918e-04 loss=2.4348 loss_recon=2.4348 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7810 corrupt_frac=0.5444 acc_corrupt=0.6084 loss_corrupt=2.4348 wrong_frac=0.5043 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2233 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4287 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.6525 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8109 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9453 corrupt_frac_t_0p8_1p0=0.1909 out_w_norm=82.7907 out_g_norm=0.2053 loss_all=0.8573 init_gold_top10=0.5781 init_gold_top100=0.6075
+step=4400 epoch=1/62 epoch_step=4400/16379 micro_steps=8800 elapsed=46.1s lr=5.999914e-04 loss=2.3930 loss_recon=2.3930 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7839 corrupt_frac=0.5461 acc_corrupt=0.6139 loss_corrupt=2.3930 wrong_frac=0.4994 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2303 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.4303 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6541 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8122 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9437 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=83.3268 out_g_norm=0.2044 loss_all=1.4041 init_gold_top10=0.5115 init_gold_top100=0.5487
+step=4450 epoch=1/62 epoch_step=4450/16379 micro_steps=8900 elapsed=47.0s lr=5.999911e-04 loss=2.4444 loss_recon=2.4444 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7775 corrupt_frac=0.5502 acc_corrupt=0.6065 loss_corrupt=2.4444 wrong_frac=0.5088 init_acc_corrupt=0.4569 acc_corrupt_t_0p0_0p2=0.2284 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.4255 corrupt_frac_t_0p2_0p4=0.1996 acc_corrupt_t_0p4_0p6=0.6519 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8120 corrupt_frac_t_0p6_0p8=0.2073 acc_corrupt_t_0p8_1p0=0.9411 corrupt_frac_t_0p8_1p0=0.1892 out_w_norm=83.8645 out_g_norm=0.2043 loss_all=1.3857 init_gold_top10=0.4893 init_gold_top100=0.5283
+step=4500 epoch=1/62 epoch_step=4500/16379 micro_steps=9000 elapsed=46.6s lr=5.999907e-04 loss=2.3763 loss_recon=2.3763 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7851 corrupt_frac=0.5469 acc_corrupt=0.6173 loss_corrupt=2.3763 wrong_frac=0.4946 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.2212 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4268 corrupt_frac_t_0p2_0p4=0.1901 acc_corrupt_t_0p4_0p6=0.6564 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8114 corrupt_frac_t_0p6_0p8=0.2082 acc_corrupt_t_0p8_1p0=0.9421 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=84.3967 out_g_norm=0.2013 loss_all=1.4424 init_gold_top10=0.5366 init_gold_top100=0.5678
+step=4550 epoch=1/62 epoch_step=4550/16379 micro_steps=9100 elapsed=46.9s lr=5.999903e-04 loss=2.4446 loss_recon=2.4446 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7777 corrupt_frac=0.5533 acc_corrupt=0.6079 loss_corrupt=2.4446 wrong_frac=0.5052 init_acc_corrupt=0.4595 acc_corrupt_t_0p0_0p2=0.2208 corrupt_frac_t_0p0_0p2=0.2054 acc_corrupt_t_0p2_0p4=0.4210 corrupt_frac_t_0p2_0p4=0.2010 acc_corrupt_t_0p4_0p6=0.6532 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8192 corrupt_frac_t_0p6_0p8=0.1980 acc_corrupt_t_0p8_1p0=0.9441 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=84.9184 out_g_norm=0.2010 loss_all=1.3353 init_gold_top10=0.4745 init_gold_top100=0.5107
+step=4600 epoch=1/62 epoch_step=4600/16379 micro_steps=9200 elapsed=46.7s lr=5.999900e-04 loss=2.3539 loss_recon=2.3539 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7844 corrupt_frac=0.5537 acc_corrupt=0.6199 loss_corrupt=2.3539 wrong_frac=0.4933 init_acc_corrupt=0.4727 acc_corrupt_t_0p0_0p2=0.2250 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.4293 corrupt_frac_t_0p2_0p4=0.1946 acc_corrupt_t_0p4_0p6=0.6580 corrupt_frac_t_0p4_0p6=0.2010 acc_corrupt_t_0p6_0p8=0.8137 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9451 corrupt_frac_t_0p8_1p0=0.2060 out_w_norm=85.4356 out_g_norm=0.1985 loss_all=1.2616 init_gold_top10=0.5174 init_gold_top100=0.5506
+step=4650 epoch=1/62 epoch_step=4650/16379 micro_steps=9300 elapsed=46.5s lr=5.999896e-04 loss=2.4079 loss_recon=2.4079 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7806 corrupt_frac=0.5514 acc_corrupt=0.6117 loss_corrupt=2.4079 wrong_frac=0.5012 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.2285 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.4253 corrupt_frac_t_0p2_0p4=0.2128 acc_corrupt_t_0p4_0p6=0.6526 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8141 corrupt_frac_t_0p6_0p8=0.1843 acc_corrupt_t_0p8_1p0=0.9431 corrupt_frac_t_0p8_1p0=0.2080 out_w_norm=85.9403 out_g_norm=0.2007 loss_all=1.1687 init_gold_top10=0.5241 init_gold_top100=0.5519
+step=4700 epoch=1/62 epoch_step=4700/16379 micro_steps=9400 elapsed=46.7s lr=5.999892e-04 loss=2.3725 loss_recon=2.3725 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7848 corrupt_frac=0.5473 acc_corrupt=0.6162 loss_corrupt=2.3725 wrong_frac=0.4987 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2304 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.4330 corrupt_frac_t_0p2_0p4=0.1876 acc_corrupt_t_0p4_0p6=0.6544 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8149 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9421 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=86.4405 out_g_norm=0.1997 loss_all=1.0459 init_gold_top10=0.5508 init_gold_top100=0.5809
+step=4750 epoch=1/62 epoch_step=4750/16379 micro_steps=9500 elapsed=47.0s lr=5.999888e-04 loss=2.3652 loss_recon=2.3652 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7850 corrupt_frac=0.5468 acc_corrupt=0.6168 loss_corrupt=2.3652 wrong_frac=0.4981 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2301 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.4222 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6588 corrupt_frac_t_0p4_0p6=0.2082 acc_corrupt_t_0p6_0p8=0.8154 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9461 corrupt_frac_t_0p8_1p0=0.1936 out_w_norm=86.9150 out_g_norm=0.1989 loss_all=1.0799 init_gold_top10=0.5053 init_gold_top100=0.5379
+step=4800 epoch=1/62 epoch_step=4800/16379 micro_steps=9600 elapsed=46.9s lr=5.999883e-04 loss=2.3896 loss_recon=2.3896 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7809 corrupt_frac=0.5552 acc_corrupt=0.6143 loss_corrupt=2.3896 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2258 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4354 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6562 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8130 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9443 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=87.3933 out_g_norm=0.1960 loss_all=1.3074 init_gold_top10=0.5460 init_gold_top100=0.5685
+step=4850 epoch=1/62 epoch_step=4850/16379 micro_steps=9700 elapsed=46.7s lr=5.999879e-04 loss=2.3768 loss_recon=2.3768 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7835 corrupt_frac=0.5505 acc_corrupt=0.6162 loss_corrupt=2.3768 wrong_frac=0.4986 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2284 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4288 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6589 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8164 corrupt_frac_t_0p6_0p8=0.1948 acc_corrupt_t_0p8_1p0=0.9465 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=87.8629 out_g_norm=0.1958 loss_all=0.9962 init_gold_top10=0.5880 init_gold_top100=0.6136
+step=4900 epoch=1/62 epoch_step=4900/16379 micro_steps=9800 elapsed=46.7s lr=5.999875e-04 loss=2.3801 loss_recon=2.3801 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7829 corrupt_frac=0.5519 acc_corrupt=0.6160 loss_corrupt=2.3801 wrong_frac=0.4992 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2247 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4272 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.2080 acc_corrupt_t_0p6_0p8=0.8169 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9440 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=88.3349 out_g_norm=0.1958 loss_all=1.1133 init_gold_top10=0.5382 init_gold_top100=0.5717
+step=4950 epoch=1/62 epoch_step=4950/16379 micro_steps=9900 elapsed=46.5s lr=5.999871e-04 loss=2.3784 loss_recon=2.3784 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7831 corrupt_frac=0.5506 acc_corrupt=0.6159 loss_corrupt=2.3784 wrong_frac=0.4987 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2258 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4309 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.6577 corrupt_frac_t_0p4_0p6=0.1983 acc_corrupt_t_0p6_0p8=0.8153 corrupt_frac_t_0p6_0p8=0.2060 acc_corrupt_t_0p8_1p0=0.9454 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=88.7902 out_g_norm=0.1950 loss_all=1.4931 init_gold_top10=0.4559 init_gold_top100=0.4982
+step=5000 epoch=1/62 epoch_step=5000/16379 micro_steps=10000 elapsed=46.6s lr=5.999866e-04 loss=2.4065 loss_recon=2.4065 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7804 corrupt_frac=0.5523 acc_corrupt=0.6121 loss_corrupt=2.4065 wrong_frac=0.5034 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.2239 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4344 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6573 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8106 corrupt_frac_t_0p6_0p8=0.1968 acc_corrupt_t_0p8_1p0=0.9473 corrupt_frac_t_0p8_1p0=0.2000 out_w_norm=89.2188 out_g_norm=0.1947 loss_all=1.2781 init_gold_top10=0.4894 init_gold_top100=0.5259
+step=5050 epoch=1/62 epoch_step=5050/16379 micro_steps=10100 elapsed=47.3s lr=5.999862e-04 loss=2.3633 loss_recon=2.3633 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7863 corrupt_frac=0.5464 acc_corrupt=0.6178 loss_corrupt=2.3633 wrong_frac=0.4986 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2247 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4382 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.6582 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8219 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9443 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=89.6671 out_g_norm=0.1945 loss_all=1.7665 init_gold_top10=0.4296 init_gold_top100=0.4812
+step=5100 epoch=1/62 epoch_step=5100/16379 micro_steps=10200 elapsed=46.8s lr=5.999857e-04 loss=2.3464 loss_recon=2.3464 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7878 corrupt_frac=0.5448 acc_corrupt=0.6195 loss_corrupt=2.3464 wrong_frac=0.4988 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.2356 corrupt_frac_t_0p0_0p2=0.1911 acc_corrupt_t_0p2_0p4=0.4354 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8161 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9445 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=90.1132 out_g_norm=0.1956 loss_all=1.2117 init_gold_top10=0.5178 init_gold_top100=0.5436
+step=5150 epoch=1/62 epoch_step=5150/16379 micro_steps=10300 elapsed=47.1s lr=5.999853e-04 loss=2.4049 loss_recon=2.4049 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7792 corrupt_frac=0.5538 acc_corrupt=0.6109 loss_corrupt=2.4049 wrong_frac=0.5063 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.2247 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4359 corrupt_frac_t_0p2_0p4=0.2163 acc_corrupt_t_0p4_0p6=0.6584 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8186 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.1948 out_w_norm=90.5703 out_g_norm=0.1933 loss_all=1.4098 init_gold_top10=0.4268 init_gold_top100=0.4731
+step=5200 epoch=1/62 epoch_step=5200/16379 micro_steps=10400 elapsed=46.6s lr=5.999848e-04 loss=2.2939 loss_recon=2.2939 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7909 corrupt_frac=0.5490 acc_corrupt=0.6277 loss_corrupt=2.2939 wrong_frac=0.4879 init_acc_corrupt=0.4783 acc_corrupt_t_0p0_0p2=0.2382 corrupt_frac_t_0p0_0p2=0.1849 acc_corrupt_t_0p2_0p4=0.4297 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6613 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8177 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9456 corrupt_frac_t_0p8_1p0=0.2100 out_w_norm=91.0117 out_g_norm=0.1907 loss_all=1.6731 init_gold_top10=0.4424 init_gold_top100=0.4835
+step=5250 epoch=1/62 epoch_step=5250/16379 micro_steps=10500 elapsed=47.0s lr=5.999843e-04 loss=2.3535 loss_recon=2.3535 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7832 corrupt_frac=0.5557 acc_corrupt=0.6186 loss_corrupt=2.3535 wrong_frac=0.4976 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2270 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.4366 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6605 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8159 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9448 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=91.4506 out_g_norm=0.1905 loss_all=1.4967 init_gold_top10=0.5132 init_gold_top100=0.5489
+step=5300 epoch=1/62 epoch_step=5300/16379 micro_steps=10600 elapsed=46.6s lr=5.999838e-04 loss=2.3565 loss_recon=2.3565 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7852 corrupt_frac=0.5499 acc_corrupt=0.6180 loss_corrupt=2.3565 wrong_frac=0.4999 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2300 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.4342 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8175 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9444 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=91.8919 out_g_norm=0.1919 loss_all=1.2044 init_gold_top10=0.5161 init_gold_top100=0.5573
+step=5350 epoch=1/62 epoch_step=5350/16379 micro_steps=10700 elapsed=47.0s lr=5.999833e-04 loss=2.3790 loss_recon=2.3790 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7835 corrupt_frac=0.5486 acc_corrupt=0.6144 loss_corrupt=2.3790 wrong_frac=0.5047 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.2329 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4293 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6611 corrupt_frac_t_0p4_0p6=0.2076 acc_corrupt_t_0p6_0p8=0.8150 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9477 corrupt_frac_t_0p8_1p0=0.1907 out_w_norm=92.3239 out_g_norm=0.1911 loss_all=1.1906 init_gold_top10=0.5215 init_gold_top100=0.5586
+step=5400 epoch=1/62 epoch_step=5400/16379 micro_steps=10800 elapsed=46.8s lr=5.999828e-04 loss=2.4248 loss_recon=2.4248 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7800 corrupt_frac=0.5496 acc_corrupt=0.6091 loss_corrupt=2.4248 wrong_frac=0.5083 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.2279 corrupt_frac_t_0p0_0p2=0.2140 acc_corrupt_t_0p2_0p4=0.4289 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6635 corrupt_frac_t_0p4_0p6=0.1911 acc_corrupt_t_0p6_0p8=0.8154 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9449 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=92.7555 out_g_norm=0.1896 loss_all=1.8685 init_gold_top10=0.3746 init_gold_top100=0.4302
+step=5450 epoch=1/62 epoch_step=5450/16379 micro_steps=10900 elapsed=46.5s lr=5.999823e-04 loss=2.3704 loss_recon=2.3704 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7827 corrupt_frac=0.5549 acc_corrupt=0.6165 loss_corrupt=2.3704 wrong_frac=0.5001 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2272 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.4316 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6643 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8174 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=93.1828 out_g_norm=0.1883 loss_all=1.7066 init_gold_top10=0.4243 init_gold_top100=0.4752
+step=5500 epoch=1/62 epoch_step=5500/16379 micro_steps=11000 elapsed=46.6s lr=5.999818e-04 loss=2.3646 loss_recon=2.3646 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7839 corrupt_frac=0.5502 acc_corrupt=0.6163 loss_corrupt=2.3646 wrong_frac=0.5030 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2289 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4408 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6598 corrupt_frac_t_0p4_0p6=0.2117 acc_corrupt_t_0p6_0p8=0.8185 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=93.5956 out_g_norm=0.1884 loss_all=1.2525 init_gold_top10=0.5807 init_gold_top100=0.6051
+step=5550 epoch=1/62 epoch_step=5550/16379 micro_steps=11100 elapsed=47.3s lr=5.999813e-04 loss=2.3421 loss_recon=2.3421 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7881 corrupt_frac=0.5458 acc_corrupt=0.6201 loss_corrupt=2.3421 wrong_frac=0.4976 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2349 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.4308 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.6594 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8209 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9430 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=94.0011 out_g_norm=0.1884 loss_all=1.2213 init_gold_top10=0.5262 init_gold_top100=0.5594
+step=5600 epoch=1/62 epoch_step=5600/16379 micro_steps=11200 elapsed=46.0s lr=5.999807e-04 loss=2.3506 loss_recon=2.3506 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7844 corrupt_frac=0.5549 acc_corrupt=0.6196 loss_corrupt=2.3506 wrong_frac=0.4982 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2340 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4300 corrupt_frac_t_0p2_0p4=0.1987 acc_corrupt_t_0p4_0p6=0.6576 corrupt_frac_t_0p4_0p6=0.1968 acc_corrupt_t_0p6_0p8=0.8184 corrupt_frac_t_0p6_0p8=0.2120 acc_corrupt_t_0p8_1p0=0.9426 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=94.4083 out_g_norm=0.1870 loss_all=1.6190 init_gold_top10=0.4590 init_gold_top100=0.4923
+step=5650 epoch=1/62 epoch_step=5650/16379 micro_steps=11300 elapsed=47.3s lr=5.999802e-04 loss=2.3864 loss_recon=2.3864 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7832 corrupt_frac=0.5502 acc_corrupt=0.6146 loss_corrupt=2.3864 wrong_frac=0.5026 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2255 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.4346 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6622 corrupt_frac_t_0p4_0p6=0.1921 acc_corrupt_t_0p6_0p8=0.8163 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9454 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=94.8138 out_g_norm=0.1864 loss_all=1.2956 init_gold_top10=0.5153 init_gold_top100=0.5487
+step=5700 epoch=1/62 epoch_step=5700/16379 micro_steps=11400 elapsed=46.3s lr=5.999797e-04 loss=2.3454 loss_recon=2.3454 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7880 corrupt_frac=0.5460 acc_corrupt=0.6193 loss_corrupt=2.3454 wrong_frac=0.5019 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2388 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4382 corrupt_frac_t_0p2_0p4=0.2110 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8203 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=95.2148 out_g_norm=0.1886 loss_all=0.9460 init_gold_top10=0.5660 init_gold_top100=0.5872
+step=5750 epoch=1/62 epoch_step=5750/16379 micro_steps=11500 elapsed=46.2s lr=5.999791e-04 loss=2.3896 loss_recon=2.3896 loss_meanflow=0.0000 mean_model_t=0.4919 mean_corrupt_t=0.4919 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7829 corrupt_frac=0.5494 acc_corrupt=0.6132 loss_corrupt=2.3896 wrong_frac=0.5081 init_acc_corrupt=0.4558 acc_corrupt_t_0p0_0p2=0.2345 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.4369 corrupt_frac_t_0p2_0p4=0.2244 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1914 acc_corrupt_t_0p6_0p8=0.8175 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9428 corrupt_frac_t_0p8_1p0=0.1933 out_w_norm=95.6141 out_g_norm=0.1884 loss_all=1.4583 init_gold_top10=0.4669 init_gold_top100=0.5094
+step=5800 epoch=1/62 epoch_step=5800/16379 micro_steps=11600 elapsed=46.2s lr=5.999785e-04 loss=2.3772 loss_recon=2.3772 loss_meanflow=0.0000 mean_model_t=0.4936 mean_corrupt_t=0.4936 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7852 corrupt_frac=0.5454 acc_corrupt=0.6143 loss_corrupt=2.3772 wrong_frac=0.5086 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.2386 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.4393 corrupt_frac_t_0p2_0p4=0.2095 acc_corrupt_t_0p4_0p6=0.6625 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8185 corrupt_frac_t_0p6_0p8=0.1939 acc_corrupt_t_0p8_1p0=0.9441 corrupt_frac_t_0p8_1p0=0.1927 out_w_norm=96.0148 out_g_norm=0.1883 loss_all=1.1753 init_gold_top10=0.4934 init_gold_top100=0.5351
+step=5850 epoch=1/62 epoch_step=5850/16379 micro_steps=11700 elapsed=46.1s lr=5.999780e-04 loss=2.3100 loss_recon=2.3100 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7903 corrupt_frac=0.5468 acc_corrupt=0.6248 loss_corrupt=2.3100 wrong_frac=0.4962 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2403 corrupt_frac_t_0p0_0p2=0.1896 acc_corrupt_t_0p2_0p4=0.4276 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8202 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9436 corrupt_frac_t_0p8_1p0=0.2011 out_w_norm=96.4011 out_g_norm=0.1865 loss_all=1.5049 init_gold_top10=0.4985 init_gold_top100=0.5361
+step=5900 epoch=1/62 epoch_step=5900/16379 micro_steps=11800 elapsed=46.1s lr=5.999774e-04 loss=2.3728 loss_recon=2.3728 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7835 corrupt_frac=0.5499 acc_corrupt=0.6149 loss_corrupt=2.3728 wrong_frac=0.5048 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.2399 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4325 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.6568 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8192 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9450 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=96.7844 out_g_norm=0.1851 loss_all=1.2371 init_gold_top10=0.5110 init_gold_top100=0.5472
+step=5950 epoch=1/62 epoch_step=5950/16379 micro_steps=11900 elapsed=47.3s lr=5.999768e-04 loss=2.3526 loss_recon=2.3526 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7855 corrupt_frac=0.5504 acc_corrupt=0.6186 loss_corrupt=2.3526 wrong_frac=0.5025 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2403 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4310 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9468 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=97.1605 out_g_norm=0.1847 loss_all=1.5316 init_gold_top10=0.4521 init_gold_top100=0.4951
+step=6000 epoch=1/62 epoch_step=6000/16379 micro_steps=12000 elapsed=46.0s lr=5.999762e-04 loss=2.3429 loss_recon=2.3429 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7863 corrupt_frac=0.5489 acc_corrupt=0.6189 loss_corrupt=2.3429 wrong_frac=0.5033 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.2386 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.4380 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6639 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8200 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=97.5315 out_g_norm=0.1843 loss_all=1.2727 init_gold_top10=0.4958 init_gold_top100=0.5269
+step=6050 epoch=1/62 epoch_step=6050/16379 micro_steps=12100 elapsed=47.0s lr=5.999756e-04 loss=2.3111 loss_recon=2.3111 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7900 corrupt_frac=0.5448 acc_corrupt=0.6226 loss_corrupt=2.3111 wrong_frac=0.4996 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2440 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4402 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6578 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8217 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=97.9005 out_g_norm=0.1848 loss_all=1.1179 init_gold_top10=0.5316 init_gold_top100=0.5746
+step=6100 epoch=1/62 epoch_step=6100/16379 micro_steps=12200 elapsed=46.5s lr=5.999750e-04 loss=2.3216 loss_recon=2.3216 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7886 corrupt_frac=0.5495 acc_corrupt=0.6236 loss_corrupt=2.3216 wrong_frac=0.4963 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2322 corrupt_frac_t_0p0_0p2=0.1993 acc_corrupt_t_0p2_0p4=0.4373 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6655 corrupt_frac_t_0p4_0p6=0.1921 acc_corrupt_t_0p6_0p8=0.8190 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.9461 corrupt_frac_t_0p8_1p0=0.2073 out_w_norm=98.2735 out_g_norm=0.1830 loss_all=1.2981 init_gold_top10=0.5248 init_gold_top100=0.5577
+step=6150 epoch=1/62 epoch_step=6150/16379 micro_steps=12300 elapsed=46.7s lr=5.999744e-04 loss=2.3571 loss_recon=2.3571 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7848 corrupt_frac=0.5519 acc_corrupt=0.6181 loss_corrupt=2.3571 wrong_frac=0.5028 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.2325 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4369 corrupt_frac_t_0p2_0p4=0.2109 acc_corrupt_t_0p4_0p6=0.6627 corrupt_frac_t_0p4_0p6=0.1962 acc_corrupt_t_0p6_0p8=0.8208 corrupt_frac_t_0p6_0p8=0.1980 acc_corrupt_t_0p8_1p0=0.9457 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=98.6376 out_g_norm=0.1830 loss_all=1.8427 init_gold_top10=0.4000 init_gold_top100=0.4547
+step=6200 epoch=1/62 epoch_step=6200/16379 micro_steps=12400 elapsed=47.1s lr=5.999738e-04 loss=2.3846 loss_recon=2.3846 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7832 corrupt_frac=0.5506 acc_corrupt=0.6142 loss_corrupt=2.3846 wrong_frac=0.5085 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.2355 corrupt_frac_t_0p0_0p2=0.2129 acc_corrupt_t_0p2_0p4=0.4389 corrupt_frac_t_0p2_0p4=0.2010 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8181 corrupt_frac_t_0p6_0p8=0.1955 acc_corrupt_t_0p8_1p0=0.9466 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=99.0045 out_g_norm=0.1825 loss_all=1.1030 init_gold_top10=0.5579 init_gold_top100=0.5887
+step=6250 epoch=1/62 epoch_step=6250/16379 micro_steps=12500 elapsed=46.7s lr=5.999732e-04 loss=2.3270 loss_recon=2.3270 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7845 corrupt_frac=0.5595 acc_corrupt=0.6230 loss_corrupt=2.3270 wrong_frac=0.4970 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2336 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.4366 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.6661 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8183 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9490 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=99.3670 out_g_norm=0.1801 loss_all=0.9523 init_gold_top10=0.5993 init_gold_top100=0.6231
+step=6300 epoch=1/62 epoch_step=6300/16379 micro_steps=12600 elapsed=46.8s lr=5.999725e-04 loss=2.3085 loss_recon=2.3085 loss_meanflow=0.0000 mean_model_t=0.5062 mean_corrupt_t=0.5062 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7904 corrupt_frac=0.5490 acc_corrupt=0.6257 loss_corrupt=2.3085 wrong_frac=0.4934 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.2358 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.4342 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6666 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8261 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=99.7237 out_g_norm=0.1811 loss_all=1.1422 init_gold_top10=0.5434 init_gold_top100=0.5754
+step=6350 epoch=1/62 epoch_step=6350/16379 micro_steps=12700 elapsed=54.9s lr=5.999719e-04 loss=2.3394 loss_recon=2.3394 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7855 corrupt_frac=0.5530 acc_corrupt=0.6199 loss_corrupt=2.3394 wrong_frac=0.5003 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2393 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4275 corrupt_frac_t_0p2_0p4=0.1942 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8218 corrupt_frac_t_0p6_0p8=0.1940 acc_corrupt_t_0p8_1p0=0.9461 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=100.0742 out_g_norm=0.1804 loss_all=1.3499 init_gold_top10=0.4515 init_gold_top100=0.4952
+step=6400 epoch=1/62 epoch_step=6400/16379 micro_steps=12800 elapsed=46.9s lr=5.999712e-04 loss=2.2936 loss_recon=2.2936 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7907 corrupt_frac=0.5484 acc_corrupt=0.6264 loss_corrupt=2.2936 wrong_frac=0.4969 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2378 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4491 corrupt_frac_t_0p2_0p4=0.1901 acc_corrupt_t_0p4_0p6=0.6706 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.8183 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=100.4179 out_g_norm=0.1801 loss_all=1.5514 init_gold_top10=0.4881 init_gold_top100=0.5261
+step=6450 epoch=1/62 epoch_step=6450/16379 micro_steps=12900 elapsed=46.1s lr=5.999706e-04 loss=2.3319 loss_recon=2.3319 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7870 corrupt_frac=0.5508 acc_corrupt=0.6212 loss_corrupt=2.3319 wrong_frac=0.5000 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2302 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4371 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6626 corrupt_frac_t_0p4_0p6=0.2024 acc_corrupt_t_0p6_0p8=0.8209 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.9466 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=100.7562 out_g_norm=0.1802 loss_all=1.4816 init_gold_top10=0.4480 init_gold_top100=0.4950
+step=6500 epoch=1/62 epoch_step=6500/16379 micro_steps=13000 elapsed=46.2s lr=5.999699e-04 loss=2.3442 loss_recon=2.3442 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7870 corrupt_frac=0.5492 acc_corrupt=0.6197 loss_corrupt=2.3442 wrong_frac=0.5022 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2332 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4365 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6618 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9450 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=101.0577 out_g_norm=0.1794 loss_all=1.2496 init_gold_top10=0.5467 init_gold_top100=0.5779
+step=6550 epoch=1/62 epoch_step=6550/16379 micro_steps=13100 elapsed=47.1s lr=5.999692e-04 loss=2.3258 loss_recon=2.3258 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7891 corrupt_frac=0.5476 acc_corrupt=0.6222 loss_corrupt=2.3258 wrong_frac=0.4988 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2283 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4443 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6660 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8238 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9452 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=101.3755 out_g_norm=0.1797 loss_all=1.2623 init_gold_top10=0.5060 init_gold_top100=0.5394
+step=6600 epoch=1/62 epoch_step=6600/16379 micro_steps=13200 elapsed=46.8s lr=5.999685e-04 loss=2.3029 loss_recon=2.3029 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7911 corrupt_frac=0.5467 acc_corrupt=0.6253 loss_corrupt=2.3029 wrong_frac=0.4998 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2453 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4434 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6649 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8198 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9467 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=101.6950 out_g_norm=0.1799 loss_all=1.0372 init_gold_top10=0.5392 init_gold_top100=0.5614
+step=6650 epoch=1/62 epoch_step=6650/16379 micro_steps=13300 elapsed=47.4s lr=5.999679e-04 loss=2.3249 loss_recon=2.3249 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7871 corrupt_frac=0.5519 acc_corrupt=0.6219 loss_corrupt=2.3249 wrong_frac=0.5012 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2394 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4381 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6689 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9467 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=102.0227 out_g_norm=0.1787 loss_all=1.4181 init_gold_top10=0.4838 init_gold_top100=0.5215
+step=6700 epoch=1/62 epoch_step=6700/16379 micro_steps=13400 elapsed=46.7s lr=5.999672e-04 loss=2.3258 loss_recon=2.3258 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7868 corrupt_frac=0.5534 acc_corrupt=0.6219 loss_corrupt=2.3258 wrong_frac=0.5003 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2386 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4386 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6612 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8244 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9447 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=102.3539 out_g_norm=0.1781 loss_all=1.5566 init_gold_top10=0.4494 init_gold_top100=0.4958
+step=6750 epoch=1/62 epoch_step=6750/16379 micro_steps=13500 elapsed=46.6s lr=5.999665e-04 loss=2.3849 loss_recon=2.3849 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7836 corrupt_frac=0.5511 acc_corrupt=0.6148 loss_corrupt=2.3849 wrong_frac=0.5091 init_acc_corrupt=0.4548 acc_corrupt_t_0p0_0p2=0.2349 corrupt_frac_t_0p0_0p2=0.2072 acc_corrupt_t_0p2_0p4=0.4399 corrupt_frac_t_0p2_0p4=0.2076 acc_corrupt_t_0p4_0p6=0.6681 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8236 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9471 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=102.6882 out_g_norm=0.1787 loss_all=1.3195 init_gold_top10=0.5330 init_gold_top100=0.5697
+step=6800 epoch=1/62 epoch_step=6800/16379 micro_steps=13600 elapsed=46.8s lr=5.999658e-04 loss=2.3290 loss_recon=2.3290 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7868 corrupt_frac=0.5540 acc_corrupt=0.6222 loss_corrupt=2.3290 wrong_frac=0.4990 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2395 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4331 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.1848 acc_corrupt_t_0p8_1p0=0.9460 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=103.0229 out_g_norm=0.1778 loss_all=1.4013 init_gold_top10=0.4821 init_gold_top100=0.5187
+step=6850 epoch=1/62 epoch_step=6850/16379 micro_steps=13700 elapsed=46.9s lr=5.999650e-04 loss=2.2954 loss_recon=2.2954 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5465 acc_corrupt=0.6262 loss_corrupt=2.2954 wrong_frac=0.4969 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4436 corrupt_frac_t_0p2_0p4=0.1958 acc_corrupt_t_0p4_0p6=0.6653 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8248 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.2082 out_w_norm=103.3442 out_g_norm=0.1779 loss_all=1.4663 init_gold_top10=0.4881 init_gold_top100=0.5299
+step=6900 epoch=1/62 epoch_step=6900/16379 micro_steps=13800 elapsed=47.0s lr=5.999643e-04 loss=2.3327 loss_recon=2.3327 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7880 corrupt_frac=0.5487 acc_corrupt=0.6207 loss_corrupt=2.3327 wrong_frac=0.5019 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2347 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4398 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6642 corrupt_frac_t_0p4_0p6=0.2089 acc_corrupt_t_0p6_0p8=0.8228 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9465 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=103.6706 out_g_norm=0.1783 loss_all=1.4103 init_gold_top10=0.4502 init_gold_top100=0.4979
+step=6950 epoch=1/62 epoch_step=6950/16379 micro_steps=13900 elapsed=45.9s lr=5.999636e-04 loss=2.3093 loss_recon=2.3093 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7869 corrupt_frac=0.5553 acc_corrupt=0.6239 loss_corrupt=2.3093 wrong_frac=0.5014 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2411 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4454 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6652 corrupt_frac_t_0p4_0p6=0.2118 acc_corrupt_t_0p6_0p8=0.8247 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9480 corrupt_frac_t_0p8_1p0=0.1879 out_w_norm=103.9920 out_g_norm=0.1757 loss_all=1.6908 init_gold_top10=0.3989 init_gold_top100=0.4620
+step=7000 epoch=1/62 epoch_step=7000/16379 micro_steps=14000 elapsed=46.4s lr=5.999628e-04 loss=2.3228 loss_recon=2.3228 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7894 corrupt_frac=0.5480 acc_corrupt=0.6229 loss_corrupt=2.3228 wrong_frac=0.4996 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2346 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.4396 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6683 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8230 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9479 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=104.2996 out_g_norm=0.1783 loss_all=1.1922 init_gold_top10=0.5201 init_gold_top100=0.5635
+step=7050 epoch=1/62 epoch_step=7050/16379 micro_steps=14100 elapsed=47.1s lr=5.999621e-04 loss=2.3042 loss_recon=2.3042 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7893 corrupt_frac=0.5498 acc_corrupt=0.6240 loss_corrupt=2.3042 wrong_frac=0.5004 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2408 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4440 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6701 corrupt_frac_t_0p4_0p6=0.1898 acc_corrupt_t_0p6_0p8=0.8264 corrupt_frac_t_0p6_0p8=0.2121 acc_corrupt_t_0p8_1p0=0.9442 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=104.6050 out_g_norm=0.1766 loss_all=1.1390 init_gold_top10=0.5927 init_gold_top100=0.6186
+step=7100 epoch=1/62 epoch_step=7100/16379 micro_steps=14200 elapsed=46.2s lr=5.999613e-04 loss=2.3155 loss_recon=2.3155 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7881 corrupt_frac=0.5523 acc_corrupt=0.6235 loss_corrupt=2.3155 wrong_frac=0.4995 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2413 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.4381 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8253 corrupt_frac_t_0p6_0p8=0.2038 acc_corrupt_t_0p8_1p0=0.9473 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=104.9093 out_g_norm=0.1766 loss_all=1.0018 init_gold_top10=0.5394 init_gold_top100=0.5633
+step=7150 epoch=1/62 epoch_step=7150/16379 micro_steps=14300 elapsed=46.1s lr=5.999606e-04 loss=2.3432 loss_recon=2.3432 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7862 corrupt_frac=0.5523 acc_corrupt=0.6202 loss_corrupt=2.3432 wrong_frac=0.5043 init_acc_corrupt=0.4605 acc_corrupt_t_0p0_0p2=0.2375 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4315 corrupt_frac_t_0p2_0p4=0.2080 acc_corrupt_t_0p4_0p6=0.6756 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8231 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.1945 out_w_norm=105.2014 out_g_norm=0.1762 loss_all=1.5645 init_gold_top10=0.4884 init_gold_top100=0.5437
+step=7200 epoch=1/62 epoch_step=7200/16379 micro_steps=14400 elapsed=46.4s lr=5.999598e-04 loss=2.2723 loss_recon=2.2723 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7949 corrupt_frac=0.5416 acc_corrupt=0.6290 loss_corrupt=2.2723 wrong_frac=0.4981 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2481 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4465 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6670 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.1987 out_w_norm=105.4992 out_g_norm=0.1771 loss_all=1.5997 init_gold_top10=0.4157 init_gold_top100=0.4815
+step=7250 epoch=1/62 epoch_step=7250/16379 micro_steps=14500 elapsed=47.0s lr=5.999590e-04 loss=2.2362 loss_recon=2.2362 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5507 acc_corrupt=0.6350 loss_corrupt=2.2362 wrong_frac=0.4908 init_acc_corrupt=0.4757 acc_corrupt_t_0p0_0p2=0.2435 corrupt_frac_t_0p0_0p2=0.1939 acc_corrupt_t_0p2_0p4=0.4492 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8268 corrupt_frac_t_0p6_0p8=0.2067 acc_corrupt_t_0p8_1p0=0.9469 corrupt_frac_t_0p8_1p0=0.2089 out_w_norm=105.7936 out_g_norm=0.1755 loss_all=0.7661 init_gold_top10=0.6066 init_gold_top100=0.6242
+step=7300 epoch=1/62 epoch_step=7300/16379 micro_steps=14600 elapsed=46.3s lr=5.999582e-04 loss=2.3155 loss_recon=2.3155 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7885 corrupt_frac=0.5513 acc_corrupt=0.6235 loss_corrupt=2.3155 wrong_frac=0.5028 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2469 corrupt_frac_t_0p0_0p2=0.2035 acc_corrupt_t_0p2_0p4=0.4407 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6659 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8258 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.1936 out_w_norm=106.0861 out_g_norm=0.1750 loss_all=1.3925 init_gold_top10=0.4277 init_gold_top100=0.4796
+step=7350 epoch=1/62 epoch_step=7350/16379 micro_steps=14700 elapsed=46.9s lr=5.999575e-04 loss=2.2838 loss_recon=2.2838 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7921 corrupt_frac=0.5466 acc_corrupt=0.6274 loss_corrupt=2.2838 wrong_frac=0.4982 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4458 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8230 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9459 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=106.3767 out_g_norm=0.1751 loss_all=1.1075 init_gold_top10=0.5428 init_gold_top100=0.5731
+step=7400 epoch=1/62 epoch_step=7400/16379 micro_steps=14800 elapsed=46.1s lr=5.999567e-04 loss=2.3433 loss_recon=2.3433 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7848 corrupt_frac=0.5562 acc_corrupt=0.6203 loss_corrupt=2.3433 wrong_frac=0.5039 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2381 corrupt_frac_t_0p0_0p2=0.2096 acc_corrupt_t_0p2_0p4=0.4448 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6694 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8277 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.2024 out_w_norm=106.6581 out_g_norm=0.1734 loss_all=1.3222 init_gold_top10=0.5104 init_gold_top100=0.5405
+step=7450 epoch=1/62 epoch_step=7450/16379 micro_steps=14900 elapsed=46.2s lr=5.999559e-04 loss=2.2558 loss_recon=2.2558 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5464 acc_corrupt=0.6308 loss_corrupt=2.2558 wrong_frac=0.4961 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2430 corrupt_frac_t_0p0_0p2=0.1908 acc_corrupt_t_0p2_0p4=0.4483 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6752 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8248 corrupt_frac_t_0p6_0p8=0.2043 acc_corrupt_t_0p8_1p0=0.9460 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=106.9432 out_g_norm=0.1763 loss_all=1.4214 init_gold_top10=0.4577 init_gold_top100=0.4979
+step=7500 epoch=1/62 epoch_step=7500/16379 micro_steps=15000 elapsed=46.2s lr=5.999550e-04 loss=2.2387 loss_recon=2.2387 loss_meanflow=0.0000 mean_model_t=0.5077 mean_corrupt_t=0.5077 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7964 corrupt_frac=0.5466 acc_corrupt=0.6338 loss_corrupt=2.2387 wrong_frac=0.4924 init_acc_corrupt=0.4748 acc_corrupt_t_0p0_0p2=0.2409 corrupt_frac_t_0p0_0p2=0.1912 acc_corrupt_t_0p2_0p4=0.4581 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.6673 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8269 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9477 corrupt_frac_t_0p8_1p0=0.2076 out_w_norm=107.2255 out_g_norm=0.1744 loss_all=1.2170 init_gold_top10=0.5195 init_gold_top100=0.5548
+step=7550 epoch=1/62 epoch_step=7550/16379 micro_steps=15100 elapsed=47.0s lr=5.999542e-04 loss=2.2759 loss_recon=2.2759 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7924 corrupt_frac=0.5486 acc_corrupt=0.6282 loss_corrupt=2.2759 wrong_frac=0.4980 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.2464 corrupt_frac_t_0p0_0p2=0.1940 acc_corrupt_t_0p2_0p4=0.4407 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6680 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8232 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9481 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=107.5034 out_g_norm=0.1726 loss_all=1.1799 init_gold_top10=0.5109 init_gold_top100=0.5466
+step=7600 epoch=1/62 epoch_step=7600/16379 micro_steps=15200 elapsed=47.1s lr=5.999534e-04 loss=2.2981 loss_recon=2.2981 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7892 corrupt_frac=0.5511 acc_corrupt=0.6254 loss_corrupt=2.2981 wrong_frac=0.5001 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2395 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.4457 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8248 corrupt_frac_t_0p6_0p8=0.1977 acc_corrupt_t_0p8_1p0=0.9462 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=107.7882 out_g_norm=0.1737 loss_all=1.2492 init_gold_top10=0.5219 init_gold_top100=0.5611
+step=7650 epoch=1/62 epoch_step=7650/16379 micro_steps=15300 elapsed=46.5s lr=5.999526e-04 loss=2.2651 loss_recon=2.2651 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7939 corrupt_frac=0.5481 acc_corrupt=0.6310 loss_corrupt=2.2651 wrong_frac=0.4954 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.2429 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.4462 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6711 corrupt_frac_t_0p4_0p6=0.2074 acc_corrupt_t_0p6_0p8=0.8259 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9474 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=108.0652 out_g_norm=0.1728 loss_all=1.4652 init_gold_top10=0.5000 init_gold_top100=0.5424
+step=7700 epoch=1/62 epoch_step=7700/16379 micro_steps=15400 elapsed=46.6s lr=5.999517e-04 loss=2.3060 loss_recon=2.3060 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7886 corrupt_frac=0.5528 acc_corrupt=0.6245 loss_corrupt=2.3060 wrong_frac=0.5016 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2421 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.4389 corrupt_frac_t_0p2_0p4=0.1996 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1977 acc_corrupt_t_0p8_1p0=0.9446 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=108.3487 out_g_norm=0.1726 loss_all=1.4069 init_gold_top10=0.5242 init_gold_top100=0.5658
+step=7750 epoch=1/62 epoch_step=7750/16379 micro_steps=15500 elapsed=46.8s lr=5.999509e-04 loss=2.3175 loss_recon=2.3175 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7872 corrupt_frac=0.5553 acc_corrupt=0.6232 loss_corrupt=2.3175 wrong_frac=0.5008 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2419 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4375 corrupt_frac_t_0p2_0p4=0.2192 acc_corrupt_t_0p4_0p6=0.6703 corrupt_frac_t_0p4_0p6=0.1924 acc_corrupt_t_0p6_0p8=0.8261 corrupt_frac_t_0p6_0p8=0.1945 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=108.6282 out_g_norm=0.1735 loss_all=1.0663 init_gold_top10=0.5407 init_gold_top100=0.5699
+step=7800 epoch=1/62 epoch_step=7800/16379 micro_steps=15600 elapsed=46.7s lr=5.999500e-04 loss=2.3051 loss_recon=2.3051 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7902 corrupt_frac=0.5475 acc_corrupt=0.6237 loss_corrupt=2.3051 wrong_frac=0.5062 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2473 corrupt_frac_t_0p0_0p2=0.2033 acc_corrupt_t_0p2_0p4=0.4466 corrupt_frac_t_0p2_0p4=0.1921 acc_corrupt_t_0p4_0p6=0.6667 corrupt_frac_t_0p4_0p6=0.2132 acc_corrupt_t_0p6_0p8=0.8245 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9450 corrupt_frac_t_0p8_1p0=0.1889 out_w_norm=108.8977 out_g_norm=0.1732 loss_all=1.6367 init_gold_top10=0.4745 init_gold_top100=0.5225
+step=7850 epoch=1/62 epoch_step=7850/16379 micro_steps=15700 elapsed=46.5s lr=5.999491e-04 loss=2.2811 loss_recon=2.2811 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7923 corrupt_frac=0.5484 acc_corrupt=0.6279 loss_corrupt=2.2811 wrong_frac=0.4988 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2414 corrupt_frac_t_0p0_0p2=0.1895 acc_corrupt_t_0p2_0p4=0.4419 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6717 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8256 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9485 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=109.1594 out_g_norm=0.1737 loss_all=1.0876 init_gold_top10=0.5782 init_gold_top100=0.6076
+step=7900 epoch=1/62 epoch_step=7900/16379 micro_steps=15800 elapsed=46.7s lr=5.999483e-04 loss=2.2974 loss_recon=2.2974 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7911 corrupt_frac=0.5476 acc_corrupt=0.6255 loss_corrupt=2.2974 wrong_frac=0.5020 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2398 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.4548 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.1996 acc_corrupt_t_0p6_0p8=0.8275 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.1930 out_w_norm=109.4214 out_g_norm=0.1719 loss_all=1.7716 init_gold_top10=0.4522 init_gold_top100=0.5098
+step=7950 epoch=1/62 epoch_step=7950/16379 micro_steps=15900 elapsed=46.6s lr=5.999474e-04 loss=2.2748 loss_recon=2.2748 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7921 corrupt_frac=0.5482 acc_corrupt=0.6276 loss_corrupt=2.2748 wrong_frac=0.5006 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2449 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4475 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6762 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9463 corrupt_frac_t_0p8_1p0=0.1993 out_w_norm=109.6737 out_g_norm=0.1729 loss_all=1.2585 init_gold_top10=0.5297 init_gold_top100=0.5512
+step=8000 epoch=1/62 epoch_step=8000/16379 micro_steps=16000 elapsed=46.5s lr=5.999465e-04 loss=2.2642 loss_recon=2.2642 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5490 acc_corrupt=0.6313 loss_corrupt=2.2642 wrong_frac=0.4955 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.2421 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4462 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8277 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9466 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=109.9235 out_g_norm=0.1710 loss_all=1.3240 init_gold_top10=0.5097 init_gold_top100=0.5448
+step=8050 epoch=1/62 epoch_step=8050/16379 micro_steps=16100 elapsed=47.6s lr=5.999456e-04 loss=2.2991 loss_recon=2.2991 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7901 corrupt_frac=0.5500 acc_corrupt=0.6255 loss_corrupt=2.2991 wrong_frac=0.5011 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2412 corrupt_frac_t_0p0_0p2=0.2018 acc_corrupt_t_0p2_0p4=0.4397 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6729 corrupt_frac_t_0p4_0p6=0.1962 acc_corrupt_t_0p6_0p8=0.8273 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9474 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=110.1772 out_g_norm=0.1716 loss_all=1.4513 init_gold_top10=0.4983 init_gold_top100=0.5274
+step=8100 epoch=1/62 epoch_step=8100/16379 micro_steps=16200 elapsed=46.6s lr=5.999447e-04 loss=2.3206 loss_recon=2.3206 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7886 corrupt_frac=0.5506 acc_corrupt=0.6227 loss_corrupt=2.3206 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2422 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4475 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6716 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8239 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=110.4272 out_g_norm=0.1718 loss_all=1.3035 init_gold_top10=0.4779 init_gold_top100=0.5087
+step=8150 epoch=1/62 epoch_step=8150/16379 micro_steps=16300 elapsed=46.7s lr=5.999438e-04 loss=2.3142 loss_recon=2.3142 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7892 corrupt_frac=0.5512 acc_corrupt=0.6241 loss_corrupt=2.3142 wrong_frac=0.5014 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2372 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4434 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6693 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8206 corrupt_frac_t_0p6_0p8=0.1896 acc_corrupt_t_0p8_1p0=0.9489 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=110.6756 out_g_norm=0.1708 loss_all=1.3332 init_gold_top10=0.4975 init_gold_top100=0.5349
+step=8200 epoch=1/62 epoch_step=8200/16379 micro_steps=16400 elapsed=46.4s lr=5.999429e-04 loss=2.2539 loss_recon=2.2539 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7949 corrupt_frac=0.5473 acc_corrupt=0.6313 loss_corrupt=2.2539 wrong_frac=0.4958 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2473 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.4407 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6679 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8263 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=110.9170 out_g_norm=0.1707 loss_all=1.0846 init_gold_top10=0.5569 init_gold_top100=0.5743
+step=8250 epoch=1/62 epoch_step=8250/16379 micro_steps=16500 elapsed=46.8s lr=5.999419e-04 loss=2.2627 loss_recon=2.2627 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5462 acc_corrupt=0.6298 loss_corrupt=2.2627 wrong_frac=0.4998 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2504 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.4489 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.6728 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8263 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=111.1525 out_g_norm=0.1710 loss_all=1.1243 init_gold_top10=0.5236 init_gold_top100=0.5482
+step=8300 epoch=1/62 epoch_step=8300/16379 micro_steps=16600 elapsed=46.6s lr=5.999410e-04 loss=2.2357 loss_recon=2.2357 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7955 corrupt_frac=0.5494 acc_corrupt=0.6343 loss_corrupt=2.2357 wrong_frac=0.4945 init_acc_corrupt=0.4723 acc_corrupt_t_0p0_0p2=0.2465 corrupt_frac_t_0p0_0p2=0.1949 acc_corrupt_t_0p2_0p4=0.4542 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6769 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8246 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=111.3872 out_g_norm=0.1709 loss_all=1.1801 init_gold_top10=0.4970 init_gold_top100=0.5346
+step=8350 epoch=1/62 epoch_step=8350/16379 micro_steps=16700 elapsed=46.9s lr=5.999401e-04 loss=2.2957 loss_recon=2.2957 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7902 corrupt_frac=0.5506 acc_corrupt=0.6257 loss_corrupt=2.2957 wrong_frac=0.5034 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2471 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4419 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.2141 acc_corrupt_t_0p6_0p8=0.8272 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.1923 out_w_norm=111.6197 out_g_norm=0.1701 loss_all=1.0938 init_gold_top10=0.4800 init_gold_top100=0.5165
+step=8400 epoch=1/62 epoch_step=8400/16379 micro_steps=16800 elapsed=46.6s lr=5.999391e-04 loss=2.2704 loss_recon=2.2704 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7924 corrupt_frac=0.5505 acc_corrupt=0.6294 loss_corrupt=2.2704 wrong_frac=0.4985 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2447 corrupt_frac_t_0p0_0p2=0.1990 acc_corrupt_t_0p2_0p4=0.4535 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.6705 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=111.8541 out_g_norm=0.1703 loss_all=1.3714 init_gold_top10=0.5017 init_gold_top100=0.5478
+step=8450 epoch=1/62 epoch_step=8450/16379 micro_steps=16900 elapsed=46.5s lr=5.999382e-04 loss=2.2530 loss_recon=2.2530 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5487 acc_corrupt=0.6320 loss_corrupt=2.2530 wrong_frac=0.4961 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.2473 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4475 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6774 corrupt_frac_t_0p4_0p6=0.1940 acc_corrupt_t_0p6_0p8=0.8263 corrupt_frac_t_0p6_0p8=0.2088 acc_corrupt_t_0p8_1p0=0.9475 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=112.0836 out_g_norm=0.1700 loss_all=1.4612 init_gold_top10=0.4519 init_gold_top100=0.4937
+step=8500 epoch=1/62 epoch_step=8500/16379 micro_steps=17000 elapsed=46.6s lr=5.999372e-04 loss=2.2492 loss_recon=2.2492 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7952 corrupt_frac=0.5452 acc_corrupt=0.6315 loss_corrupt=2.2492 wrong_frac=0.4994 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2494 corrupt_frac_t_0p0_0p2=0.2005 acc_corrupt_t_0p2_0p4=0.4559 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6692 corrupt_frac_t_0p4_0p6=0.1955 acc_corrupt_t_0p6_0p8=0.8276 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9492 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=112.3206 out_g_norm=0.1702 loss_all=1.4343 init_gold_top10=0.5286 init_gold_top100=0.5645
+step=8550 epoch=1/62 epoch_step=8550/16379 micro_steps=17100 elapsed=60.9s lr=5.999362e-04 loss=2.2622 loss_recon=2.2622 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5488 acc_corrupt=0.6318 loss_corrupt=2.2622 wrong_frac=0.4946 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.2370 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4508 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.6740 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8266 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9478 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=112.5543 out_g_norm=0.1682 loss_all=1.2681 init_gold_top10=0.4799 init_gold_top100=0.5253
+step=8600 epoch=1/62 epoch_step=8600/16379 micro_steps=17200 elapsed=73.1s lr=5.999353e-04 loss=2.2869 loss_recon=2.2869 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7917 corrupt_frac=0.5478 acc_corrupt=0.6263 loss_corrupt=2.2869 wrong_frac=0.5015 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2456 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.4443 corrupt_frac_t_0p2_0p4=0.2086 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.1895 acc_corrupt_t_0p6_0p8=0.8310 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9467 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=112.7885 out_g_norm=0.1707 loss_all=1.6304 init_gold_top10=0.4687 init_gold_top100=0.5104
+step=8650 epoch=1/62 epoch_step=8650/16379 micro_steps=17300 elapsed=73.1s lr=5.999343e-04 loss=2.2723 loss_recon=2.2723 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7921 corrupt_frac=0.5507 acc_corrupt=0.6288 loss_corrupt=2.2723 wrong_frac=0.4995 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2410 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6671 corrupt_frac_t_0p4_0p6=0.2110 acc_corrupt_t_0p6_0p8=0.8293 corrupt_frac_t_0p6_0p8=0.1910 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=113.0073 out_g_norm=0.1698 loss_all=1.3989 init_gold_top10=0.4556 init_gold_top100=0.5043
+step=8700 epoch=1/62 epoch_step=8700/16379 micro_steps=17400 elapsed=72.7s lr=5.999333e-04 loss=2.2979 loss_recon=2.2979 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7898 corrupt_frac=0.5544 acc_corrupt=0.6273 loss_corrupt=2.2979 wrong_frac=0.4989 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2469 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4358 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6709 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8289 corrupt_frac_t_0p6_0p8=0.1932 acc_corrupt_t_0p8_1p0=0.9474 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=113.2053 out_g_norm=0.1686 loss_all=1.2535 init_gold_top10=0.4922 init_gold_top100=0.5270
+step=8750 epoch=1/62 epoch_step=8750/16379 micro_steps=17500 elapsed=72.9s lr=5.999323e-04 loss=2.2622 loss_recon=2.2622 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5424 acc_corrupt=0.6293 loss_corrupt=2.2622 wrong_frac=0.5010 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2514 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.4445 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6755 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8255 corrupt_frac_t_0p6_0p8=0.2060 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=113.4246 out_g_norm=0.1712 loss_all=1.2804 init_gold_top10=0.4370 init_gold_top100=0.4806
+step=8800 epoch=1/62 epoch_step=8800/16379 micro_steps=17600 elapsed=73.0s lr=5.999313e-04 loss=2.2487 loss_recon=2.2487 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5515 acc_corrupt=0.6335 loss_corrupt=2.2487 wrong_frac=0.4944 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2444 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4544 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6754 corrupt_frac_t_0p4_0p6=0.1936 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=113.6356 out_g_norm=0.1697 loss_all=1.2325 init_gold_top10=0.4945 init_gold_top100=0.5327
+step=8850 epoch=1/62 epoch_step=8850/16379 micro_steps=17700 elapsed=70.0s lr=5.999303e-04 loss=2.3461 loss_recon=2.3461 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7881 corrupt_frac=0.5448 acc_corrupt=0.6179 loss_corrupt=2.3461 wrong_frac=0.5104 init_acc_corrupt=0.4538 acc_corrupt_t_0p0_0p2=0.2367 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.4495 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6737 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8278 corrupt_frac_t_0p6_0p8=0.1896 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.1946 out_w_norm=113.8414 out_g_norm=0.1705 loss_all=1.2664 init_gold_top10=0.5132 init_gold_top100=0.5457
+step=8900 epoch=1/62 epoch_step=8900/16379 micro_steps=17800 elapsed=70.5s lr=5.999292e-04 loss=2.2665 loss_recon=2.2665 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7926 corrupt_frac=0.5522 acc_corrupt=0.6307 loss_corrupt=2.2665 wrong_frac=0.4976 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2383 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4520 corrupt_frac_t_0p2_0p4=0.1899 acc_corrupt_t_0p4_0p6=0.6697 corrupt_frac_t_0p4_0p6=0.2092 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9472 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=114.0506 out_g_norm=0.1684 loss_all=1.4519 init_gold_top10=0.4014 init_gold_top100=0.4539
+step=8950 epoch=1/62 epoch_step=8950/16379 micro_steps=17900 elapsed=47.5s lr=5.999282e-04 loss=2.2543 loss_recon=2.2543 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7931 corrupt_frac=0.5543 acc_corrupt=0.6324 loss_corrupt=2.2543 wrong_frac=0.4955 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2460 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4477 corrupt_frac_t_0p2_0p4=0.1993 acc_corrupt_t_0p4_0p6=0.6792 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8300 corrupt_frac_t_0p6_0p8=0.1957 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2045 out_w_norm=114.2615 out_g_norm=0.1680 loss_all=1.3491 init_gold_top10=0.4530 init_gold_top100=0.4957
+step=9000 epoch=1/62 epoch_step=9000/16379 micro_steps=18000 elapsed=46.8s lr=5.999272e-04 loss=2.2983 loss_recon=2.2983 loss_meanflow=0.0000 mean_model_t=0.4927 mean_corrupt_t=0.4927 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7884 corrupt_frac=0.5538 acc_corrupt=0.6245 loss_corrupt=2.2983 wrong_frac=0.5053 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2479 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4484 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6759 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8287 corrupt_frac_t_0p6_0p8=0.1968 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=114.4549 out_g_norm=0.1694 loss_all=0.8923 init_gold_top10=0.5567 init_gold_top100=0.5792
+step=9050 epoch=1/62 epoch_step=9050/16379 micro_steps=18100 elapsed=47.5s lr=5.999261e-04 loss=2.2775 loss_recon=2.2775 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7922 corrupt_frac=0.5508 acc_corrupt=0.6287 loss_corrupt=2.2775 wrong_frac=0.4987 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2411 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4518 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8242 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2026 out_w_norm=114.6496 out_g_norm=0.1695 loss_all=1.1800 init_gold_top10=0.5521 init_gold_top100=0.5756
+step=9100 epoch=1/62 epoch_step=9100/16379 micro_steps=18200 elapsed=46.5s lr=5.999251e-04 loss=2.2724 loss_recon=2.2724 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7919 corrupt_frac=0.5518 acc_corrupt=0.6293 loss_corrupt=2.2724 wrong_frac=0.4986 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2427 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4447 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6744 corrupt_frac_t_0p4_0p6=0.1873 acc_corrupt_t_0p6_0p8=0.8304 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9458 corrupt_frac_t_0p8_1p0=0.2060 out_w_norm=114.8578 out_g_norm=0.1686 loss_all=1.5288 init_gold_top10=0.5059 init_gold_top100=0.5464
+step=9150 epoch=1/62 epoch_step=9150/16379 micro_steps=18300 elapsed=47.0s lr=5.999240e-04 loss=2.2765 loss_recon=2.2765 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7905 corrupt_frac=0.5527 acc_corrupt=0.6275 loss_corrupt=2.2765 wrong_frac=0.5028 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2519 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4437 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6719 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8280 corrupt_frac_t_0p6_0p8=0.1932 acc_corrupt_t_0p8_1p0=0.9486 corrupt_frac_t_0p8_1p0=0.1998 out_w_norm=115.0600 out_g_norm=0.1699 loss_all=1.3228 init_gold_top10=0.4293 init_gold_top100=0.4758
+step=9200 epoch=1/62 epoch_step=9200/16379 micro_steps=18400 elapsed=46.4s lr=5.999229e-04 loss=2.2653 loss_recon=2.2653 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7935 corrupt_frac=0.5490 acc_corrupt=0.6301 loss_corrupt=2.2653 wrong_frac=0.4995 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.2419 corrupt_frac_t_0p0_0p2=0.1954 acc_corrupt_t_0p2_0p4=0.4528 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6722 corrupt_frac_t_0p4_0p6=0.2024 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=115.2681 out_g_norm=0.1673 loss_all=1.3699 init_gold_top10=0.4926 init_gold_top100=0.5307
+step=9250 epoch=1/62 epoch_step=9250/16379 micro_steps=18500 elapsed=46.7s lr=5.999219e-04 loss=2.2291 loss_recon=2.2291 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5477 acc_corrupt=0.6348 loss_corrupt=2.2291 wrong_frac=0.4977 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2562 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4572 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6767 corrupt_frac_t_0p4_0p6=0.1892 acc_corrupt_t_0p6_0p8=0.8274 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9475 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=115.4727 out_g_norm=0.1684 loss_all=1.0110 init_gold_top10=0.5565 init_gold_top100=0.5852
+step=9300 epoch=1/62 epoch_step=9300/16379 micro_steps=18600 elapsed=46.5s lr=5.999208e-04 loss=2.2680 loss_recon=2.2680 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7922 corrupt_frac=0.5513 acc_corrupt=0.6296 loss_corrupt=2.2680 wrong_frac=0.5001 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2424 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4509 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6820 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8279 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=115.6723 out_g_norm=0.1684 loss_all=1.3366 init_gold_top10=0.4784 init_gold_top100=0.5223
+step=9350 epoch=1/62 epoch_step=9350/16379 micro_steps=18700 elapsed=47.4s lr=5.999197e-04 loss=2.2916 loss_recon=2.2916 loss_meanflow=0.0000 mean_model_t=0.4922 mean_corrupt_t=0.4922 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5475 acc_corrupt=0.6254 loss_corrupt=2.2916 wrong_frac=0.5072 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.2474 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.4485 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6793 corrupt_frac_t_0p4_0p6=0.2093 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.1939 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.1917 out_w_norm=115.8756 out_g_norm=0.1688 loss_all=1.0215 init_gold_top10=0.5023 init_gold_top100=0.5392
+step=9400 epoch=1/62 epoch_step=9400/16379 micro_steps=18800 elapsed=46.5s lr=5.999186e-04 loss=2.3025 loss_recon=2.3025 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5453 acc_corrupt=0.6256 loss_corrupt=2.3025 wrong_frac=0.5038 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2421 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4480 corrupt_frac_t_0p2_0p4=0.2088 acc_corrupt_t_0p4_0p6=0.6747 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1916 acc_corrupt_t_0p8_1p0=0.9485 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=116.0784 out_g_norm=0.1678 loss_all=1.3353 init_gold_top10=0.4753 init_gold_top100=0.5142
+step=9450 epoch=1/62 epoch_step=9450/16379 micro_steps=18900 elapsed=47.4s lr=5.999175e-04 loss=2.2339 loss_recon=2.2339 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7955 corrupt_frac=0.5503 acc_corrupt=0.6343 loss_corrupt=2.2339 wrong_frac=0.4960 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.2455 corrupt_frac_t_0p0_0p2=0.1903 acc_corrupt_t_0p2_0p4=0.4475 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.2129 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.1968 acc_corrupt_t_0p8_1p0=0.9482 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=116.2776 out_g_norm=0.1679 loss_all=1.2313 init_gold_top10=0.5137 init_gold_top100=0.5439
+step=9500 epoch=1/62 epoch_step=9500/16379 micro_steps=19000 elapsed=46.4s lr=5.999164e-04 loss=2.2469 loss_recon=2.2469 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7954 corrupt_frac=0.5473 acc_corrupt=0.6328 loss_corrupt=2.2469 wrong_frac=0.4985 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2478 corrupt_frac_t_0p0_0p2=0.2046 acc_corrupt_t_0p2_0p4=0.4551 corrupt_frac_t_0p2_0p4=0.1965 acc_corrupt_t_0p4_0p6=0.6843 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9476 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=116.4645 out_g_norm=0.1676 loss_all=1.1027 init_gold_top10=0.5147 init_gold_top100=0.5463
+step=9550 epoch=1/62 epoch_step=9550/16379 micro_steps=19100 elapsed=46.7s lr=5.999153e-04 loss=2.2748 loss_recon=2.2748 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7926 corrupt_frac=0.5493 acc_corrupt=0.6281 loss_corrupt=2.2748 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2451 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4535 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6782 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8299 corrupt_frac_t_0p6_0p8=0.2012 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.1899 out_w_norm=116.6590 out_g_norm=0.1681 loss_all=1.0615 init_gold_top10=0.5615 init_gold_top100=0.5908
+step=9600 epoch=1/62 epoch_step=9600/16379 micro_steps=19200 elapsed=46.1s lr=5.999142e-04 loss=2.2836 loss_recon=2.2836 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7906 corrupt_frac=0.5524 acc_corrupt=0.6269 loss_corrupt=2.2836 wrong_frac=0.5056 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2490 corrupt_frac_t_0p0_0p2=0.1990 acc_corrupt_t_0p2_0p4=0.4502 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.2105 acc_corrupt_t_0p6_0p8=0.8288 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.1883 out_w_norm=116.8504 out_g_norm=0.1679 loss_all=1.2959 init_gold_top10=0.5146 init_gold_top100=0.5507
+step=9650 epoch=1/62 epoch_step=9650/16379 micro_steps=19300 elapsed=46.2s lr=5.999130e-04 loss=2.2690 loss_recon=2.2690 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7940 corrupt_frac=0.5469 acc_corrupt=0.6297 loss_corrupt=2.2690 wrong_frac=0.5015 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2472 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4518 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6738 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8321 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=117.0453 out_g_norm=0.1677 loss_all=1.3264 init_gold_top10=0.4766 init_gold_top100=0.5222
+step=9700 epoch=1/62 epoch_step=9700/16379 micro_steps=19400 elapsed=46.3s lr=5.999119e-04 loss=2.2350 loss_recon=2.2350 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5494 acc_corrupt=0.6343 loss_corrupt=2.2350 wrong_frac=0.4965 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.2445 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4556 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6720 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8291 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9498 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=117.2349 out_g_norm=0.1674 loss_all=1.3975 init_gold_top10=0.4750 init_gold_top100=0.5075
+step=9750 epoch=1/62 epoch_step=9750/16379 micro_steps=19500 elapsed=46.1s lr=5.999107e-04 loss=2.2718 loss_recon=2.2718 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7929 corrupt_frac=0.5488 acc_corrupt=0.6288 loss_corrupt=2.2718 wrong_frac=0.5012 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2421 corrupt_frac_t_0p0_0p2=0.2051 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.6790 corrupt_frac_t_0p4_0p6=0.1882 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9484 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=117.4106 out_g_norm=0.1676 loss_all=1.4532 init_gold_top10=0.5120 init_gold_top100=0.5501
+step=9800 epoch=1/62 epoch_step=9800/16379 micro_steps=19600 elapsed=46.0s lr=5.999096e-04 loss=2.2368 loss_recon=2.2368 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5464 acc_corrupt=0.6344 loss_corrupt=2.2368 wrong_frac=0.4975 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2489 corrupt_frac_t_0p0_0p2=0.1954 acc_corrupt_t_0p2_0p4=0.4502 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6798 corrupt_frac_t_0p4_0p6=0.2051 acc_corrupt_t_0p6_0p8=0.8312 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=117.5940 out_g_norm=0.1679 loss_all=0.9978 init_gold_top10=0.5134 init_gold_top100=0.5557
+step=9850 epoch=1/62 epoch_step=9850/16379 micro_steps=19700 elapsed=46.0s lr=5.999084e-04 loss=2.2389 loss_recon=2.2389 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5543 acc_corrupt=0.6345 loss_corrupt=2.2389 wrong_frac=0.4954 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2456 corrupt_frac_t_0p0_0p2=0.1936 acc_corrupt_t_0p2_0p4=0.4507 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.6792 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8271 corrupt_frac_t_0p6_0p8=0.2076 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=117.7717 out_g_norm=0.1658 loss_all=1.0885 init_gold_top10=0.5501 init_gold_top100=0.5789
+step=9900 epoch=1/62 epoch_step=9900/16379 micro_steps=19800 elapsed=46.2s lr=5.999072e-04 loss=2.1970 loss_recon=2.1970 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5492 acc_corrupt=0.6404 loss_corrupt=2.1970 wrong_frac=0.4900 init_acc_corrupt=0.4771 acc_corrupt_t_0p0_0p2=0.2499 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6765 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=117.9542 out_g_norm=0.1647 loss_all=1.6802 init_gold_top10=0.4144 init_gold_top100=0.4565
+step=9950 epoch=1/62 epoch_step=9950/16379 micro_steps=19900 elapsed=46.3s lr=5.999061e-04 loss=2.2705 loss_recon=2.2705 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5550 acc_corrupt=0.6298 loss_corrupt=2.2705 wrong_frac=0.5008 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2403 corrupt_frac_t_0p0_0p2=0.1990 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.2158 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1937 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=118.1262 out_g_norm=0.1667 loss_all=1.5621 init_gold_top10=0.4093 init_gold_top100=0.4681
+step=10000 epoch=1/62 epoch_step=10000/16379 micro_steps=20000 elapsed=46.2s lr=5.999049e-04 loss=2.2425 loss_recon=2.2425 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5494 acc_corrupt=0.6340 loss_corrupt=2.2425 wrong_frac=0.4966 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2435 corrupt_frac_t_0p0_0p2=0.1932 acc_corrupt_t_0p2_0p4=0.4508 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6807 corrupt_frac_t_0p4_0p6=0.2086 acc_corrupt_t_0p6_0p8=0.8322 corrupt_frac_t_0p6_0p8=0.1860 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=118.2985 out_g_norm=0.1668 loss_all=1.4093 init_gold_top10=0.4630 init_gold_top100=0.5079
+step=10050 epoch=1/62 epoch_step=10050/16379 micro_steps=20100 elapsed=50.9s lr=5.999037e-04 loss=2.2485 loss_recon=2.2485 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7946 corrupt_frac=0.5492 acc_corrupt=0.6325 loss_corrupt=2.2485 wrong_frac=0.4991 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2464 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4471 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6811 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9477 corrupt_frac_t_0p8_1p0=0.2048 out_w_norm=118.4541 out_g_norm=0.1653 loss_all=1.4961 init_gold_top10=0.4385 init_gold_top100=0.4930
+step=10100 epoch=1/62 epoch_step=10100/16379 micro_steps=20200 elapsed=52.2s lr=5.999025e-04 loss=2.2846 loss_recon=2.2846 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7924 corrupt_frac=0.5479 acc_corrupt=0.6272 loss_corrupt=2.2846 wrong_frac=0.5044 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2460 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.4487 corrupt_frac_t_0p2_0p4=0.2017 acc_corrupt_t_0p4_0p6=0.6763 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8295 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=118.6121 out_g_norm=0.1684 loss_all=1.2209 init_gold_top10=0.5075 init_gold_top100=0.5449
+step=10150 epoch=1/62 epoch_step=10150/16379 micro_steps=20300 elapsed=47.2s lr=5.999013e-04 loss=2.2343 loss_recon=2.2343 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7953 corrupt_frac=0.5504 acc_corrupt=0.6339 loss_corrupt=2.2343 wrong_frac=0.4971 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2474 corrupt_frac_t_0p0_0p2=0.2033 acc_corrupt_t_0p2_0p4=0.4542 corrupt_frac_t_0p2_0p4=0.1935 acc_corrupt_t_0p4_0p6=0.6815 corrupt_frac_t_0p4_0p6=0.1965 acc_corrupt_t_0p6_0p8=0.8315 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9489 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=118.7752 out_g_norm=0.1656 loss_all=1.3115 init_gold_top10=0.4614 init_gold_top100=0.5051
+step=10200 epoch=1/62 epoch_step=10200/16379 micro_steps=20400 elapsed=46.7s lr=5.999001e-04 loss=2.2363 loss_recon=2.2363 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5500 acc_corrupt=0.6344 loss_corrupt=2.2363 wrong_frac=0.4961 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2460 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.4518 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6803 corrupt_frac_t_0p4_0p6=0.1933 acc_corrupt_t_0p6_0p8=0.8292 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9510 corrupt_frac_t_0p8_1p0=0.2058 out_w_norm=118.9378 out_g_norm=0.1657 loss_all=1.4143 init_gold_top10=0.5038 init_gold_top100=0.5463
+step=10250 epoch=1/62 epoch_step=10250/16379 micro_steps=20500 elapsed=46.5s lr=5.998988e-04 loss=2.2018 loss_recon=2.2018 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7978 corrupt_frac=0.5490 acc_corrupt=0.6380 loss_corrupt=2.2018 wrong_frac=0.4942 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.2472 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6824 corrupt_frac_t_0p4_0p6=0.1955 acc_corrupt_t_0p6_0p8=0.8301 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9494 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=119.1059 out_g_norm=0.1652 loss_all=1.2459 init_gold_top10=0.4625 init_gold_top100=0.5076
+step=10300 epoch=1/62 epoch_step=10300/16379 micro_steps=20600 elapsed=46.4s lr=5.998976e-04 loss=2.2248 loss_recon=2.2248 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7962 corrupt_frac=0.5502 acc_corrupt=0.6358 loss_corrupt=2.2248 wrong_frac=0.4966 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2521 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4554 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.1914 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2064 out_w_norm=119.2797 out_g_norm=0.1657 loss_all=1.2228 init_gold_top10=0.5015 init_gold_top100=0.5519
+step=10350 epoch=1/62 epoch_step=10350/16379 micro_steps=20700 elapsed=47.4s lr=5.998964e-04 loss=2.2548 loss_recon=2.2548 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7963 corrupt_frac=0.5446 acc_corrupt=0.6320 loss_corrupt=2.2548 wrong_frac=0.5010 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2471 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4536 corrupt_frac_t_0p2_0p4=0.2012 acc_corrupt_t_0p4_0p6=0.6801 corrupt_frac_t_0p4_0p6=0.2089 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=119.4415 out_g_norm=0.1669 loss_all=1.4754 init_gold_top10=0.4908 init_gold_top100=0.5271
+step=10400 epoch=1/62 epoch_step=10400/16379 micro_steps=20800 elapsed=46.4s lr=5.998951e-04 loss=2.1896 loss_recon=2.1896 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7981 corrupt_frac=0.5515 acc_corrupt=0.6396 loss_corrupt=2.1896 wrong_frac=0.4946 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.2608 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.4552 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6802 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=119.6006 out_g_norm=0.1662 loss_all=1.3181 init_gold_top10=0.5165 init_gold_top100=0.5512
+step=10450 epoch=1/62 epoch_step=10450/16379 micro_steps=20900 elapsed=46.7s lr=5.998939e-04 loss=2.2399 loss_recon=2.2399 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7960 corrupt_frac=0.5487 acc_corrupt=0.6341 loss_corrupt=2.2399 wrong_frac=0.4981 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.2438 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.4564 corrupt_frac_t_0p2_0p4=0.1834 acc_corrupt_t_0p4_0p6=0.6817 corrupt_frac_t_0p4_0p6=0.2057 acc_corrupt_t_0p6_0p8=0.8317 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=119.7609 out_g_norm=0.1657 loss_all=1.2938 init_gold_top10=0.4357 init_gold_top100=0.4824
+step=10500 epoch=1/62 epoch_step=10500/16379 micro_steps=21000 elapsed=46.5s lr=5.998926e-04 loss=2.1885 loss_recon=2.1885 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5469 acc_corrupt=0.6397 loss_corrupt=2.1885 wrong_frac=0.4940 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.2573 corrupt_frac_t_0p0_0p2=0.1924 acc_corrupt_t_0p2_0p4=0.4501 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6773 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8326 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=119.9190 out_g_norm=0.1654 loss_all=1.1254 init_gold_top10=0.4981 init_gold_top100=0.5444
+step=10550 epoch=1/62 epoch_step=10550/16379 micro_steps=21100 elapsed=46.6s lr=5.998913e-04 loss=2.2267 loss_recon=2.2267 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7963 corrupt_frac=0.5500 acc_corrupt=0.6355 loss_corrupt=2.2267 wrong_frac=0.4972 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2500 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.4543 corrupt_frac_t_0p2_0p4=0.1945 acc_corrupt_t_0p4_0p6=0.6725 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9497 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=120.0730 out_g_norm=0.1661 loss_all=1.0760 init_gold_top10=0.5196 init_gold_top100=0.5477
+step=10600 epoch=1/62 epoch_step=10600/16379 micro_steps=21200 elapsed=46.0s lr=5.998901e-04 loss=2.2336 loss_recon=2.2336 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7958 corrupt_frac=0.5476 acc_corrupt=0.6331 loss_corrupt=2.2336 wrong_frac=0.4999 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.2540 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4536 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6767 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8305 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=120.2380 out_g_norm=0.1668 loss_all=1.1873 init_gold_top10=0.5038 init_gold_top100=0.5448
+step=10650 epoch=1/62 epoch_step=10650/16379 micro_steps=21300 elapsed=46.2s lr=5.998888e-04 loss=2.2116 loss_recon=2.2116 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5492 acc_corrupt=0.6367 loss_corrupt=2.2116 wrong_frac=0.4969 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2550 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4592 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6803 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8311 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9498 corrupt_frac_t_0p8_1p0=0.2051 out_w_norm=120.3975 out_g_norm=0.1657 loss_all=1.3232 init_gold_top10=0.4960 init_gold_top100=0.5454
+step=10700 epoch=1/62 epoch_step=10700/16379 micro_steps=21400 elapsed=46.2s lr=5.998875e-04 loss=2.2711 loss_recon=2.2711 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7914 corrupt_frac=0.5530 acc_corrupt=0.6285 loss_corrupt=2.2711 wrong_frac=0.5035 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2495 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4444 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6775 corrupt_frac_t_0p4_0p6=0.2060 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9479 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=120.5285 out_g_norm=0.1656 loss_all=1.0336 init_gold_top10=0.5128 init_gold_top100=0.5565
+step=10750 epoch=1/62 epoch_step=10750/16379 micro_steps=21500 elapsed=47.0s lr=5.998862e-04 loss=2.2158 loss_recon=2.2158 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7978 corrupt_frac=0.5490 acc_corrupt=0.6369 loss_corrupt=2.2158 wrong_frac=0.4948 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2541 corrupt_frac_t_0p0_0p2=0.1949 acc_corrupt_t_0p2_0p4=0.4567 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6753 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8298 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.2065 out_w_norm=120.6641 out_g_norm=0.1655 loss_all=1.2365 init_gold_top10=0.4660 init_gold_top100=0.5061
+step=10800 epoch=1/62 epoch_step=10800/16379 micro_steps=21600 elapsed=46.4s lr=5.998849e-04 loss=2.2333 loss_recon=2.2333 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7951 corrupt_frac=0.5511 acc_corrupt=0.6337 loss_corrupt=2.2333 wrong_frac=0.4994 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2560 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4516 corrupt_frac_t_0p2_0p4=0.2063 acc_corrupt_t_0p4_0p6=0.6749 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8323 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=120.8008 out_g_norm=0.1665 loss_all=1.0420 init_gold_top10=0.5697 init_gold_top100=0.5857
+step=10850 epoch=1/62 epoch_step=10850/16379 micro_steps=21700 elapsed=46.3s lr=5.998836e-04 loss=2.2614 loss_recon=2.2614 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7913 corrupt_frac=0.5556 acc_corrupt=0.6303 loss_corrupt=2.2614 wrong_frac=0.5018 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2442 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.1949 acc_corrupt_t_0p4_0p6=0.6734 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=120.8921 out_g_norm=0.1639 loss_all=1.6337 init_gold_top10=0.4075 init_gold_top100=0.4566
+step=10900 epoch=1/62 epoch_step=10900/16379 micro_steps=21800 elapsed=46.1s lr=5.998823e-04 loss=2.2100 loss_recon=2.2100 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5588 acc_corrupt=0.6373 loss_corrupt=2.2100 wrong_frac=0.4943 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2515 corrupt_frac_t_0p0_0p2=0.1921 acc_corrupt_t_0p2_0p4=0.4470 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6799 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8313 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9496 corrupt_frac_t_0p8_1p0=0.1993 out_w_norm=121.0267 out_g_norm=0.1648 loss_all=1.3357 init_gold_top10=0.4626 init_gold_top100=0.5014
+step=10950 epoch=1/62 epoch_step=10950/16379 micro_steps=21900 elapsed=46.7s lr=5.998809e-04 loss=2.2135 loss_recon=2.2135 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7996 corrupt_frac=0.5426 acc_corrupt=0.6366 loss_corrupt=2.2135 wrong_frac=0.4989 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2568 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.4553 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.6771 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=121.1637 out_g_norm=0.1673 loss_all=1.0061 init_gold_top10=0.4944 init_gold_top100=0.5310
+step=11000 epoch=1/62 epoch_step=11000/16379 micro_steps=22000 elapsed=46.0s lr=5.998796e-04 loss=2.2650 loss_recon=2.2650 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7916 corrupt_frac=0.5556 acc_corrupt=0.6307 loss_corrupt=2.2650 wrong_frac=0.5002 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2419 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4536 corrupt_frac_t_0p2_0p4=0.2063 acc_corrupt_t_0p4_0p6=0.6786 corrupt_frac_t_0p4_0p6=0.1857 acc_corrupt_t_0p6_0p8=0.8315 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2065 out_w_norm=121.3045 out_g_norm=0.1644 loss_all=1.0609 init_gold_top10=0.5428 init_gold_top100=0.5839
+step=11050 epoch=1/62 epoch_step=11050/16379 micro_steps=22100 elapsed=47.3s lr=5.998783e-04 loss=2.2347 loss_recon=2.2347 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7947 corrupt_frac=0.5515 acc_corrupt=0.6335 loss_corrupt=2.2347 wrong_frac=0.5011 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2492 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.4587 corrupt_frac_t_0p2_0p4=0.2073 acc_corrupt_t_0p4_0p6=0.6766 corrupt_frac_t_0p4_0p6=0.2053 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.1919 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=121.4508 out_g_norm=0.1660 loss_all=1.3708 init_gold_top10=0.4880 init_gold_top100=0.5328
+step=11100 epoch=1/62 epoch_step=11100/16379 micro_steps=22200 elapsed=46.3s lr=5.998769e-04 loss=2.2204 loss_recon=2.2204 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5548 acc_corrupt=0.6367 loss_corrupt=2.2204 wrong_frac=0.4952 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2426 corrupt_frac_t_0p0_0p2=0.1905 acc_corrupt_t_0p2_0p4=0.4542 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.6807 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2029 out_w_norm=121.5947 out_g_norm=0.1632 loss_all=1.1864 init_gold_top10=0.4952 init_gold_top100=0.5335
+step=11150 epoch=1/62 epoch_step=11150/16379 micro_steps=22300 elapsed=46.3s lr=5.998756e-04 loss=2.2478 loss_recon=2.2478 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7949 corrupt_frac=0.5480 acc_corrupt=0.6321 loss_corrupt=2.2478 wrong_frac=0.5004 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2481 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4531 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.6778 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=121.7336 out_g_norm=0.1642 loss_all=1.2679 init_gold_top10=0.4708 init_gold_top100=0.5137
+step=11200 epoch=1/62 epoch_step=11200/16379 micro_steps=22400 elapsed=47.0s lr=5.998742e-04 loss=2.2601 loss_recon=2.2601 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7934 corrupt_frac=0.5514 acc_corrupt=0.6308 loss_corrupt=2.2601 wrong_frac=0.5020 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2458 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4523 corrupt_frac_t_0p2_0p4=0.2068 acc_corrupt_t_0p4_0p6=0.6802 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.1940 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=121.8656 out_g_norm=0.1649 loss_all=1.9729 init_gold_top10=0.3875 init_gold_top100=0.4435
+step=11250 epoch=1/62 epoch_step=11250/16379 micro_steps=22500 elapsed=46.2s lr=5.998728e-04 loss=2.2515 loss_recon=2.2515 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7927 corrupt_frac=0.5533 acc_corrupt=0.6317 loss_corrupt=2.2515 wrong_frac=0.5020 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2544 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4540 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6797 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8286 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1954 out_w_norm=121.9795 out_g_norm=0.1648 loss_all=1.3056 init_gold_top10=0.4664 init_gold_top100=0.5098
+step=11300 epoch=1/62 epoch_step=11300/16379 micro_steps=22600 elapsed=46.0s lr=5.998715e-04 loss=2.2718 loss_recon=2.2718 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7935 corrupt_frac=0.5486 acc_corrupt=0.6296 loss_corrupt=2.2718 wrong_frac=0.5028 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2464 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6824 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=122.0783 out_g_norm=0.1662 loss_all=1.0484 init_gold_top10=0.5601 init_gold_top100=0.5926
+step=11350 epoch=1/62 epoch_step=11350/16379 micro_steps=22700 elapsed=46.8s lr=5.998701e-04 loss=2.2191 loss_recon=2.2191 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7977 corrupt_frac=0.5470 acc_corrupt=0.6359 loss_corrupt=2.2191 wrong_frac=0.4984 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.2521 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4527 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.6796 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2079 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=122.2107 out_g_norm=0.1651 loss_all=1.1451 init_gold_top10=0.4991 init_gold_top100=0.5372
+step=11400 epoch=1/62 epoch_step=11400/16379 micro_steps=22800 elapsed=46.1s lr=5.998687e-04 loss=2.2398 loss_recon=2.2398 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7953 corrupt_frac=0.5490 acc_corrupt=0.6328 loss_corrupt=2.2398 wrong_frac=0.5008 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2521 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4527 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6816 corrupt_frac_t_0p4_0p6=0.1983 acc_corrupt_t_0p6_0p8=0.8330 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9500 corrupt_frac_t_0p8_1p0=0.1961 out_w_norm=122.3522 out_g_norm=0.1654 loss_all=1.3087 init_gold_top10=0.5342 init_gold_top100=0.5638
+step=11450 epoch=1/62 epoch_step=11450/16379 micro_steps=22900 elapsed=46.4s lr=5.998673e-04 loss=2.2747 loss_recon=2.2747 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7920 corrupt_frac=0.5492 acc_corrupt=0.6274 loss_corrupt=2.2747 wrong_frac=0.5075 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.2568 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.4476 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6825 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8328 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=122.4858 out_g_norm=0.1659 loss_all=1.2137 init_gold_top10=0.4755 init_gold_top100=0.5125
+step=11500 epoch=1/62 epoch_step=11500/16379 micro_steps=23000 elapsed=46.8s lr=5.998659e-04 loss=2.2248 loss_recon=2.2248 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7968 corrupt_frac=0.5498 acc_corrupt=0.6358 loss_corrupt=2.2248 wrong_frac=0.4971 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2506 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.4560 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6758 corrupt_frac_t_0p4_0p6=0.2002 acc_corrupt_t_0p6_0p8=0.8334 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.2035 out_w_norm=122.6187 out_g_norm=0.1652 loss_all=1.3200 init_gold_top10=0.4789 init_gold_top100=0.5358
+step=11550 epoch=1/62 epoch_step=11550/16379 micro_steps=23100 elapsed=47.8s lr=5.998644e-04 loss=2.2017 loss_recon=2.2017 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7972 corrupt_frac=0.5510 acc_corrupt=0.6378 loss_corrupt=2.2017 wrong_frac=0.4967 init_acc_corrupt=0.4692 acc_corrupt_t_0p0_0p2=0.2548 corrupt_frac_t_0p0_0p2=0.1980 acc_corrupt_t_0p2_0p4=0.4572 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6748 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1899 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2101 out_w_norm=122.7427 out_g_norm=0.1647 loss_all=1.4626 init_gold_top10=0.4926 init_gold_top100=0.5426
+step=11600 epoch=1/62 epoch_step=11600/16379 micro_steps=23200 elapsed=46.7s lr=5.998630e-04 loss=2.2579 loss_recon=2.2579 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7942 corrupt_frac=0.5473 acc_corrupt=0.6299 loss_corrupt=2.2579 wrong_frac=0.5056 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.2506 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.4623 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6793 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.2063 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=122.8772 out_g_norm=0.1657 loss_all=1.0985 init_gold_top10=0.5120 init_gold_top100=0.5487
+step=11650 epoch=1/62 epoch_step=11650/16379 micro_steps=23300 elapsed=46.7s lr=5.998616e-04 loss=2.2124 loss_recon=2.2124 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7972 corrupt_frac=0.5509 acc_corrupt=0.6376 loss_corrupt=2.2124 wrong_frac=0.4953 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2480 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.4507 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6842 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2045 out_w_norm=123.0181 out_g_norm=0.1619 loss_all=1.3314 init_gold_top10=0.5177 init_gold_top100=0.5555
+step=11700 epoch=1/62 epoch_step=11700/16379 micro_steps=23400 elapsed=46.9s lr=5.998602e-04 loss=2.1873 loss_recon=2.1873 loss_meanflow=0.0000 mean_model_t=0.5083 mean_corrupt_t=0.5083 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5486 acc_corrupt=0.6415 loss_corrupt=2.1873 wrong_frac=0.4907 init_acc_corrupt=0.4750 acc_corrupt_t_0p0_0p2=0.2512 corrupt_frac_t_0p0_0p2=0.1898 acc_corrupt_t_0p2_0p4=0.4515 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6820 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2051 out_w_norm=123.1475 out_g_norm=0.1642 loss_all=1.0338 init_gold_top10=0.5022 init_gold_top100=0.5418
+step=11750 epoch=1/62 epoch_step=11750/16379 micro_steps=23500 elapsed=46.6s lr=5.998587e-04 loss=2.2307 loss_recon=2.2307 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7943 corrupt_frac=0.5566 acc_corrupt=0.6361 loss_corrupt=2.2307 wrong_frac=0.4965 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2436 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4584 corrupt_frac_t_0p2_0p4=0.1882 acc_corrupt_t_0p4_0p6=0.6830 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=123.2562 out_g_norm=0.1621 loss_all=1.0815 init_gold_top10=0.5164 init_gold_top100=0.5486
+step=11800 epoch=1/62 epoch_step=11800/16379 micro_steps=23600 elapsed=46.8s lr=5.998573e-04 loss=2.2328 loss_recon=2.2328 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7969 corrupt_frac=0.5460 acc_corrupt=0.6338 loss_corrupt=2.2328 wrong_frac=0.5021 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.2577 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4517 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.6803 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9495 corrupt_frac_t_0p8_1p0=0.1986 out_w_norm=123.3783 out_g_norm=0.1659 loss_all=1.1558 init_gold_top10=0.4967 init_gold_top100=0.5464
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+step=11950 epoch=1/62 epoch_step=11950/16379 micro_steps=23900 elapsed=47.0s lr=5.998529e-04 loss=2.2602 loss_recon=2.2602 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7934 corrupt_frac=0.5511 acc_corrupt=0.6306 loss_corrupt=2.2602 wrong_frac=0.5036 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2454 corrupt_frac_t_0p0_0p2=0.2018 acc_corrupt_t_0p2_0p4=0.4571 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6788 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.1935 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=123.7013 out_g_norm=0.1648 loss_all=1.0794 init_gold_top10=0.5553 init_gold_top100=0.5844
+step=12000 epoch=1/62 epoch_step=12000/16379 micro_steps=24000 elapsed=46.7s lr=5.998514e-04 loss=2.2101 loss_recon=2.2101 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5471 acc_corrupt=0.6380 loss_corrupt=2.2101 wrong_frac=0.4968 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2490 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4622 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6864 corrupt_frac_t_0p4_0p6=0.1943 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=123.8260 out_g_norm=0.1649 loss_all=1.4410 init_gold_top10=0.4281 init_gold_top100=0.4817
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+step=12200 epoch=1/62 epoch_step=12200/16379 micro_steps=24400 elapsed=46.5s lr=5.998454e-04 loss=2.1731 loss_recon=2.1731 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7981 corrupt_frac=0.5571 acc_corrupt=0.6432 loss_corrupt=2.1731 wrong_frac=0.4901 init_acc_corrupt=0.4771 acc_corrupt_t_0p0_0p2=0.2474 corrupt_frac_t_0p0_0p2=0.1915 acc_corrupt_t_0p2_0p4=0.4591 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6840 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=124.3139 out_g_norm=0.1621 loss_all=1.1861 init_gold_top10=0.5377 init_gold_top100=0.5806
+step=12250 epoch=1/62 epoch_step=12250/16379 micro_steps=24500 elapsed=46.8s lr=5.998439e-04 loss=2.2111 loss_recon=2.2111 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5505 acc_corrupt=0.6367 loss_corrupt=2.2111 wrong_frac=0.4987 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2595 corrupt_frac_t_0p0_0p2=0.1910 acc_corrupt_t_0p2_0p4=0.4490 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.6786 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=124.4322 out_g_norm=0.1634 loss_all=1.0756 init_gold_top10=0.5323 init_gold_top100=0.5658
+step=12300 epoch=1/62 epoch_step=12300/16379 micro_steps=24600 elapsed=46.6s lr=5.998423e-04 loss=2.1762 loss_recon=2.1762 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7992 corrupt_frac=0.5516 acc_corrupt=0.6414 loss_corrupt=2.1762 wrong_frac=0.4937 init_acc_corrupt=0.4724 acc_corrupt_t_0p0_0p2=0.2548 corrupt_frac_t_0p0_0p2=0.1896 acc_corrupt_t_0p2_0p4=0.4604 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6819 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8327 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9502 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=124.5590 out_g_norm=0.1646 loss_all=1.3941 init_gold_top10=0.4737 init_gold_top100=0.5159
+step=12350 epoch=1/62 epoch_step=12350/16379 micro_steps=24700 elapsed=47.3s lr=5.998408e-04 loss=2.2463 loss_recon=2.2463 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7958 corrupt_frac=0.5466 acc_corrupt=0.6322 loss_corrupt=2.2463 wrong_frac=0.5033 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2541 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.4546 corrupt_frac_t_0p2_0p4=0.2066 acc_corrupt_t_0p4_0p6=0.6825 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8324 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=124.6725 out_g_norm=0.1641 loss_all=1.1680 init_gold_top10=0.5225 init_gold_top100=0.5646
+step=12400 epoch=1/62 epoch_step=12400/16379 micro_steps=24800 elapsed=47.4s lr=5.998392e-04 loss=2.1963 loss_recon=2.1963 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5488 acc_corrupt=0.6400 loss_corrupt=2.1963 wrong_frac=0.4937 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2482 corrupt_frac_t_0p0_0p2=0.1936 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6801 corrupt_frac_t_0p4_0p6=0.1955 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.2137 out_w_norm=124.7774 out_g_norm=0.1633 loss_all=1.9302 init_gold_top10=0.4003 init_gold_top100=0.4544
+step=12450 epoch=1/62 epoch_step=12450/16379 micro_steps=24900 elapsed=46.6s lr=5.998377e-04 loss=2.1753 loss_recon=2.1753 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7983 corrupt_frac=0.5563 acc_corrupt=0.6429 loss_corrupt=2.1753 wrong_frac=0.4919 init_acc_corrupt=0.4749 acc_corrupt_t_0p0_0p2=0.2576 corrupt_frac_t_0p0_0p2=0.1899 acc_corrupt_t_0p2_0p4=0.4551 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6843 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=124.8998 out_g_norm=0.1631 loss_all=1.4417 init_gold_top10=0.4504 init_gold_top100=0.4989
+step=12500 epoch=1/62 epoch_step=12500/16379 micro_steps=25000 elapsed=46.6s lr=5.998361e-04 loss=2.2302 loss_recon=2.2302 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5474 acc_corrupt=0.6355 loss_corrupt=2.2302 wrong_frac=0.4996 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2471 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.4581 corrupt_frac_t_0p2_0p4=0.1919 acc_corrupt_t_0p4_0p6=0.6818 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8331 corrupt_frac_t_0p6_0p8=0.1990 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=125.0115 out_g_norm=0.1646 loss_all=1.6341 init_gold_top10=0.4363 init_gold_top100=0.4860
+step=12550 epoch=1/62 epoch_step=12550/16379 micro_steps=25100 elapsed=47.1s lr=5.998346e-04 loss=2.1663 loss_recon=2.1663 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5447 acc_corrupt=0.6440 loss_corrupt=2.1663 wrong_frac=0.4929 init_acc_corrupt=0.4732 acc_corrupt_t_0p0_0p2=0.2597 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.4616 corrupt_frac_t_0p2_0p4=0.1867 acc_corrupt_t_0p4_0p6=0.6855 corrupt_frac_t_0p4_0p6=0.1912 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2141 out_w_norm=125.1066 out_g_norm=0.1635 loss_all=1.0514 init_gold_top10=0.5535 init_gold_top100=0.5821
+step=12600 epoch=1/62 epoch_step=12600/16379 micro_steps=25200 elapsed=46.2s lr=5.998330e-04 loss=2.2541 loss_recon=2.2541 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5531 acc_corrupt=0.6326 loss_corrupt=2.2541 wrong_frac=0.5030 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2495 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4551 corrupt_frac_t_0p2_0p4=0.2046 acc_corrupt_t_0p4_0p6=0.6854 corrupt_frac_t_0p4_0p6=0.2046 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.1924 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=125.1986 out_g_norm=0.1643 loss_all=1.8940 init_gold_top10=0.3955 init_gold_top100=0.4469
+step=12650 epoch=1/62 epoch_step=12650/16379 micro_steps=25300 elapsed=46.2s lr=5.998314e-04 loss=2.2316 loss_recon=2.2316 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7971 corrupt_frac=0.5465 acc_corrupt=0.6341 loss_corrupt=2.2316 wrong_frac=0.5022 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2519 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.4631 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6851 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8368 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=125.2913 out_g_norm=0.1640 loss_all=1.1805 init_gold_top10=0.4718 init_gold_top100=0.5020
+step=12700 epoch=1/62 epoch_step=12700/16379 micro_steps=25400 elapsed=46.4s lr=5.998298e-04 loss=2.2276 loss_recon=2.2276 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7966 corrupt_frac=0.5484 acc_corrupt=0.6342 loss_corrupt=2.2276 wrong_frac=0.5041 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.2614 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4600 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6853 corrupt_frac_t_0p4_0p6=0.1993 acc_corrupt_t_0p6_0p8=0.8347 corrupt_frac_t_0p6_0p8=0.2005 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1920 out_w_norm=125.3978 out_g_norm=0.1637 loss_all=1.0121 init_gold_top10=0.5514 init_gold_top100=0.5799
+step=12750 epoch=1/62 epoch_step=12750/16379 micro_steps=25500 elapsed=46.3s lr=5.998282e-04 loss=2.2204 loss_recon=2.2204 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7978 corrupt_frac=0.5469 acc_corrupt=0.6358 loss_corrupt=2.2204 wrong_frac=0.5025 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2601 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6816 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=125.5028 out_g_norm=0.1650 loss_all=1.4849 init_gold_top10=0.4591 init_gold_top100=0.5060
+step=12800 epoch=1/62 epoch_step=12800/16379 micro_steps=25600 elapsed=46.1s lr=5.998266e-04 loss=2.2674 loss_recon=2.2674 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7938 corrupt_frac=0.5501 acc_corrupt=0.6303 loss_corrupt=2.2674 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2425 corrupt_frac_t_0p0_0p2=0.2074 acc_corrupt_t_0p2_0p4=0.4587 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.6844 corrupt_frac_t_0p4_0p6=0.1961 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1981 out_w_norm=125.5936 out_g_norm=0.1639 loss_all=1.3490 init_gold_top10=0.4910 init_gold_top100=0.5353
+step=12850 epoch=1/62 epoch_step=12850/16379 micro_steps=25700 elapsed=46.2s lr=5.998250e-04 loss=2.2140 loss_recon=2.2140 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7966 corrupt_frac=0.5516 acc_corrupt=0.6367 loss_corrupt=2.2140 wrong_frac=0.4998 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2511 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4639 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6797 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.2128 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=125.6662 out_g_norm=0.1644 loss_all=1.2910 init_gold_top10=0.4934 init_gold_top100=0.5325
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+step=12950 epoch=1/62 epoch_step=12950/16379 micro_steps=25900 elapsed=46.2s lr=5.998218e-04 loss=2.2632 loss_recon=2.2632 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7936 corrupt_frac=0.5502 acc_corrupt=0.6300 loss_corrupt=2.2632 wrong_frac=0.5049 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2511 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.4501 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6787 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1949 out_w_norm=125.8225 out_g_norm=0.1633 loss_all=1.3021 init_gold_top10=0.5003 init_gold_top100=0.5420
+step=13000 epoch=1/62 epoch_step=13000/16379 micro_steps=26000 elapsed=46.2s lr=5.998202e-04 loss=2.2242 loss_recon=2.2242 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7941 corrupt_frac=0.5564 acc_corrupt=0.6356 loss_corrupt=2.2242 wrong_frac=0.5017 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2536 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4558 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.6800 corrupt_frac_t_0p4_0p6=0.2107 acc_corrupt_t_0p6_0p8=0.8345 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=125.9154 out_g_norm=0.1634 loss_all=1.3514 init_gold_top10=0.4731 init_gold_top100=0.5061
+step=13050 epoch=1/62 epoch_step=13050/16379 micro_steps=26100 elapsed=47.4s lr=5.998185e-04 loss=2.2290 loss_recon=2.2290 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5470 acc_corrupt=0.6341 loss_corrupt=2.2290 wrong_frac=0.5024 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2532 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.4593 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6810 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=126.0149 out_g_norm=0.1642 loss_all=1.3417 init_gold_top10=0.4722 init_gold_top100=0.5220
+step=13100 epoch=1/62 epoch_step=13100/16379 micro_steps=26200 elapsed=46.1s lr=5.998169e-04 loss=2.2216 loss_recon=2.2216 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5542 acc_corrupt=0.6364 loss_corrupt=2.2216 wrong_frac=0.4987 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2539 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.4575 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.6828 corrupt_frac_t_0p4_0p6=0.1892 acc_corrupt_t_0p6_0p8=0.8338 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9501 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=126.1199 out_g_norm=0.1628 loss_all=1.1550 init_gold_top10=0.5371 init_gold_top100=0.5717
+step=13150 epoch=1/62 epoch_step=13150/16379 micro_steps=26300 elapsed=46.1s lr=5.998152e-04 loss=2.2046 loss_recon=2.2046 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5469 acc_corrupt=0.6377 loss_corrupt=2.2046 wrong_frac=0.4981 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2497 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4579 corrupt_frac_t_0p2_0p4=0.1992 acc_corrupt_t_0p4_0p6=0.6895 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8315 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=126.2081 out_g_norm=0.1648 loss_all=1.4324 init_gold_top10=0.4747 init_gold_top100=0.5192
+step=13200 epoch=1/62 epoch_step=13200/16379 micro_steps=26400 elapsed=46.2s lr=5.998136e-04 loss=2.1491 loss_recon=2.1491 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5554 acc_corrupt=0.6470 loss_corrupt=2.1491 wrong_frac=0.4893 init_acc_corrupt=0.4781 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.1818 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6822 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8316 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2089 out_w_norm=126.3048 out_g_norm=0.1620 loss_all=1.4090 init_gold_top10=0.4761 init_gold_top100=0.5162
+step=13250 epoch=1/62 epoch_step=13250/16379 micro_steps=26500 elapsed=46.1s lr=5.998119e-04 loss=2.2018 loss_recon=2.2018 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5525 acc_corrupt=0.6386 loss_corrupt=2.2018 wrong_frac=0.4976 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2486 corrupt_frac_t_0p0_0p2=0.1870 acc_corrupt_t_0p2_0p4=0.4585 corrupt_frac_t_0p2_0p4=0.2133 acc_corrupt_t_0p4_0p6=0.6831 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2005 acc_corrupt_t_0p8_1p0=0.9499 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=126.4100 out_g_norm=0.1637 loss_all=1.2224 init_gold_top10=0.5155 init_gold_top100=0.5498
+step=13300 epoch=1/62 epoch_step=13300/16379 micro_steps=26600 elapsed=46.6s lr=5.998102e-04 loss=2.1940 loss_recon=2.1940 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5444 acc_corrupt=0.6393 loss_corrupt=2.1940 wrong_frac=0.4980 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2542 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.4631 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6868 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9506 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=126.5029 out_g_norm=0.1640 loss_all=1.0578 init_gold_top10=0.4952 init_gold_top100=0.5235
+step=13350 epoch=1/62 epoch_step=13350/16379 micro_steps=26700 elapsed=46.8s lr=5.998085e-04 loss=2.2515 loss_recon=2.2515 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7939 corrupt_frac=0.5511 acc_corrupt=0.6315 loss_corrupt=2.2515 wrong_frac=0.5041 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2508 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4541 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.6833 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.1871 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=126.6046 out_g_norm=0.1629 loss_all=1.4658 init_gold_top10=0.4548 init_gold_top100=0.4927
+step=13400 epoch=1/62 epoch_step=13400/16379 micro_steps=26800 elapsed=46.1s lr=5.998069e-04 loss=2.2387 loss_recon=2.2387 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7937 corrupt_frac=0.5548 acc_corrupt=0.6334 loss_corrupt=2.2387 wrong_frac=0.5001 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2514 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4574 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.6769 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8358 corrupt_frac_t_0p6_0p8=0.2020 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1985 out_w_norm=126.7010 out_g_norm=0.1639 loss_all=1.3120 init_gold_top10=0.5003 init_gold_top100=0.5415
+step=13450 epoch=1/62 epoch_step=13450/16379 micro_steps=26900 elapsed=47.5s lr=5.998052e-04 loss=2.2076 loss_recon=2.2076 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7986 corrupt_frac=0.5487 acc_corrupt=0.6376 loss_corrupt=2.2076 wrong_frac=0.4997 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2588 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4579 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.6798 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8337 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2060 out_w_norm=126.7976 out_g_norm=0.1642 loss_all=1.1109 init_gold_top10=0.5547 init_gold_top100=0.5838
+step=13500 epoch=1/62 epoch_step=13500/16379 micro_steps=27000 elapsed=46.5s lr=5.998034e-04 loss=2.2468 loss_recon=2.2468 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7932 corrupt_frac=0.5569 acc_corrupt=0.6338 loss_corrupt=2.2468 wrong_frac=0.4996 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2396 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4540 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.6856 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8336 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.1998 out_w_norm=126.8922 out_g_norm=0.1622 loss_all=1.2842 init_gold_top10=0.4612 init_gold_top100=0.5089
+step=13550 epoch=1/62 epoch_step=13550/16379 micro_steps=27100 elapsed=47.0s lr=5.998017e-04 loss=2.2252 loss_recon=2.2252 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7953 corrupt_frac=0.5525 acc_corrupt=0.6345 loss_corrupt=2.2252 wrong_frac=0.5017 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2544 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4587 corrupt_frac_t_0p2_0p4=0.2101 acc_corrupt_t_0p4_0p6=0.6856 corrupt_frac_t_0p4_0p6=0.1932 acc_corrupt_t_0p6_0p8=0.8353 corrupt_frac_t_0p6_0p8=0.2029 acc_corrupt_t_0p8_1p0=0.9504 corrupt_frac_t_0p8_1p0=0.1955 out_w_norm=126.9879 out_g_norm=0.1628 loss_all=1.1706 init_gold_top10=0.5332 init_gold_top100=0.5645
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+step=13650 epoch=1/62 epoch_step=13650/16379 micro_steps=27300 elapsed=46.6s lr=5.997983e-04 loss=2.1821 loss_recon=2.1821 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8015 corrupt_frac=0.5458 acc_corrupt=0.6416 loss_corrupt=2.1821 wrong_frac=0.4963 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.2585 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.4600 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6867 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8320 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=127.1437 out_g_norm=0.1628 loss_all=1.0919 init_gold_top10=0.4990 init_gold_top100=0.5378
+step=13700 epoch=1/62 epoch_step=13700/16379 micro_steps=27400 elapsed=46.6s lr=5.997966e-04 loss=2.1938 loss_recon=2.1938 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5532 acc_corrupt=0.6395 loss_corrupt=2.1938 wrong_frac=0.4979 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.2561 corrupt_frac_t_0p0_0p2=0.1987 acc_corrupt_t_0p2_0p4=0.4615 corrupt_frac_t_0p2_0p4=0.1980 acc_corrupt_t_0p4_0p6=0.6860 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9488 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=127.2326 out_g_norm=0.1633 loss_all=0.9279 init_gold_top10=0.5751 init_gold_top100=0.6013
+step=13750 epoch=1/62 epoch_step=13750/16379 micro_steps=27500 elapsed=47.3s lr=5.997948e-04 loss=2.1619 loss_recon=2.1619 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8024 corrupt_frac=0.5485 acc_corrupt=0.6443 loss_corrupt=2.1619 wrong_frac=0.4922 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.1931 acc_corrupt_t_0p2_0p4=0.4627 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6872 corrupt_frac_t_0p4_0p6=0.1965 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.2121 out_w_norm=127.3241 out_g_norm=0.1632 loss_all=1.0262 init_gold_top10=0.5076 init_gold_top100=0.5329
+step=13800 epoch=1/62 epoch_step=13800/16379 micro_steps=27600 elapsed=46.7s lr=5.997931e-04 loss=2.2162 loss_recon=2.2162 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5514 acc_corrupt=0.6364 loss_corrupt=2.2162 wrong_frac=0.5004 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2513 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.1965 acc_corrupt_t_0p4_0p6=0.6821 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=127.4160 out_g_norm=0.1634 loss_all=1.8736 init_gold_top10=0.3867 init_gold_top100=0.4477
+step=13850 epoch=1/62 epoch_step=13850/16379 micro_steps=27700 elapsed=46.7s lr=5.997913e-04 loss=2.1992 loss_recon=2.1992 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5496 acc_corrupt=0.6391 loss_corrupt=2.1992 wrong_frac=0.4993 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2539 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.1891 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=127.5050 out_g_norm=0.1629 loss_all=1.5567 init_gold_top10=0.4428 init_gold_top100=0.4859
+step=13900 epoch=1/62 epoch_step=13900/16379 micro_steps=27800 elapsed=46.5s lr=5.997895e-04 loss=2.2150 loss_recon=2.2150 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7983 corrupt_frac=0.5476 acc_corrupt=0.6368 loss_corrupt=2.2150 wrong_frac=0.4992 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4526 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6868 corrupt_frac_t_0p4_0p6=0.1932 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=127.5670 out_g_norm=0.1638 loss_all=1.3594 init_gold_top10=0.4936 init_gold_top100=0.5327
+step=13950 epoch=1/62 epoch_step=13950/16379 micro_steps=27900 elapsed=46.7s lr=5.997878e-04 loss=2.1922 loss_recon=2.1922 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5542 acc_corrupt=0.6394 loss_corrupt=2.1922 wrong_frac=0.4989 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2588 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4548 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6841 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8342 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9493 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=127.6452 out_g_norm=0.1629 loss_all=1.4388 init_gold_top10=0.4300 init_gold_top100=0.4833
+step=14000 epoch=1/62 epoch_step=14000/16379 micro_steps=28000 elapsed=46.7s lr=5.997860e-04 loss=2.2231 loss_recon=2.2231 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7964 corrupt_frac=0.5512 acc_corrupt=0.6358 loss_corrupt=2.2231 wrong_frac=0.5022 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2609 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.4613 corrupt_frac_t_0p2_0p4=0.1993 acc_corrupt_t_0p4_0p6=0.6816 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=127.7206 out_g_norm=0.1638 loss_all=0.9792 init_gold_top10=0.5429 init_gold_top100=0.5745
+step=14050 epoch=1/62 epoch_step=14050/16379 micro_steps=28100 elapsed=47.7s lr=5.997842e-04 loss=2.2118 loss_recon=2.2118 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5520 acc_corrupt=0.6377 loss_corrupt=2.2118 wrong_frac=0.5003 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2551 corrupt_frac_t_0p0_0p2=0.1963 acc_corrupt_t_0p2_0p4=0.4606 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6847 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.2074 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=127.7951 out_g_norm=0.1636 loss_all=1.3299 init_gold_top10=0.4629 init_gold_top100=0.5113
+step=14100 epoch=1/62 epoch_step=14100/16379 micro_steps=28200 elapsed=46.5s lr=5.997824e-04 loss=2.2035 loss_recon=2.2035 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5551 acc_corrupt=0.6385 loss_corrupt=2.2035 wrong_frac=0.4978 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2501 corrupt_frac_t_0p0_0p2=0.1932 acc_corrupt_t_0p2_0p4=0.4570 corrupt_frac_t_0p2_0p4=0.2043 acc_corrupt_t_0p4_0p6=0.6849 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9503 corrupt_frac_t_0p8_1p0=0.2026 out_w_norm=127.8699 out_g_norm=0.1628 loss_all=0.7422 init_gold_top10=0.5903 init_gold_top100=0.6177
+step=14150 epoch=1/62 epoch_step=14150/16379 micro_steps=28300 elapsed=46.6s lr=5.997806e-04 loss=2.2325 loss_recon=2.2325 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5457 acc_corrupt=0.6329 loss_corrupt=2.2325 wrong_frac=0.5041 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2515 corrupt_frac_t_0p0_0p2=0.2092 acc_corrupt_t_0p2_0p4=0.4677 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6833 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8348 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=127.9467 out_g_norm=0.1647 loss_all=1.3162 init_gold_top10=0.4726 init_gold_top100=0.5148
+step=14200 epoch=1/62 epoch_step=14200/16379 micro_steps=28400 elapsed=46.4s lr=5.997788e-04 loss=2.1890 loss_recon=2.1890 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5516 acc_corrupt=0.6412 loss_corrupt=2.1890 wrong_frac=0.4954 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2481 corrupt_frac_t_0p0_0p2=0.1911 acc_corrupt_t_0p2_0p4=0.4562 corrupt_frac_t_0p2_0p4=0.1996 acc_corrupt_t_0p4_0p6=0.6845 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2126 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=128.0181 out_g_norm=0.1634 loss_all=1.0009 init_gold_top10=0.5000 init_gold_top100=0.5381
+step=14250 epoch=1/62 epoch_step=14250/16379 micro_steps=28500 elapsed=46.5s lr=5.997770e-04 loss=2.2701 loss_recon=2.2701 loss_meanflow=0.0000 mean_model_t=0.4929 mean_corrupt_t=0.4929 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7925 corrupt_frac=0.5519 acc_corrupt=0.6291 loss_corrupt=2.2701 wrong_frac=0.5082 init_acc_corrupt=0.4564 acc_corrupt_t_0p0_0p2=0.2557 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.4526 corrupt_frac_t_0p2_0p4=0.2017 acc_corrupt_t_0p4_0p6=0.6853 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8344 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1878 out_w_norm=128.0941 out_g_norm=0.1643 loss_all=1.2159 init_gold_top10=0.4830 init_gold_top100=0.5183
+step=14300 epoch=1/62 epoch_step=14300/16379 micro_steps=28600 elapsed=46.9s lr=5.997752e-04 loss=2.2010 loss_recon=2.2010 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5513 acc_corrupt=0.6383 loss_corrupt=2.2010 wrong_frac=0.5013 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2631 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4576 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6886 corrupt_frac_t_0p4_0p6=0.1937 acc_corrupt_t_0p6_0p8=0.8363 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=128.1542 out_g_norm=0.1643 loss_all=1.2996 init_gold_top10=0.4929 init_gold_top100=0.5287
+step=14350 epoch=1/62 epoch_step=14350/16379 micro_steps=28700 elapsed=46.8s lr=5.997733e-04 loss=2.2153 loss_recon=2.2153 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7987 corrupt_frac=0.5461 acc_corrupt=0.6369 loss_corrupt=2.2153 wrong_frac=0.4995 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.2526 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4616 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6838 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8339 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=128.1664 out_g_norm=0.1639 loss_all=0.8777 init_gold_top10=0.5938 init_gold_top100=0.6231
+step=14400 epoch=1/62 epoch_step=14400/16379 micro_steps=28800 elapsed=46.5s lr=5.997715e-04 loss=2.1939 loss_recon=2.1939 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5482 acc_corrupt=0.6393 loss_corrupt=2.1939 wrong_frac=0.4987 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2574 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4601 corrupt_frac_t_0p2_0p4=0.1949 acc_corrupt_t_0p4_0p6=0.6881 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2146 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=128.2213 out_g_norm=0.1633 loss_all=1.3989 init_gold_top10=0.3956 init_gold_top100=0.4508
+step=14450 epoch=1/62 epoch_step=14450/16379 micro_steps=28900 elapsed=46.4s lr=5.997696e-04 loss=2.2428 loss_recon=2.2428 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7945 corrupt_frac=0.5511 acc_corrupt=0.6320 loss_corrupt=2.2428 wrong_frac=0.5055 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.2524 corrupt_frac_t_0p0_0p2=0.2048 acc_corrupt_t_0p2_0p4=0.4573 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6857 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2126 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.1867 out_w_norm=128.2796 out_g_norm=0.1634 loss_all=1.2054 init_gold_top10=0.5024 init_gold_top100=0.5402
+step=14500 epoch=1/62 epoch_step=14500/16379 micro_steps=29000 elapsed=46.5s lr=5.997678e-04 loss=2.2309 loss_recon=2.2309 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5537 acc_corrupt=0.6352 loss_corrupt=2.2309 wrong_frac=0.5006 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2524 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2012 acc_corrupt_t_0p4_0p6=0.6876 corrupt_frac_t_0p4_0p6=0.1896 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=128.3451 out_g_norm=0.1616 loss_all=1.1428 init_gold_top10=0.5257 init_gold_top100=0.5700
+step=14550 epoch=1/62 epoch_step=14550/16379 micro_steps=29100 elapsed=47.0s lr=5.997659e-04 loss=2.1822 loss_recon=2.1822 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5456 acc_corrupt=0.6403 loss_corrupt=2.1822 wrong_frac=0.4989 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2568 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4655 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6850 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.1980 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=128.3927 out_g_norm=0.1627 loss_all=0.8677 init_gold_top10=0.5840 init_gold_top100=0.6093
+step=14600 epoch=1/62 epoch_step=14600/16379 micro_steps=29200 elapsed=46.5s lr=5.997641e-04 loss=2.2123 loss_recon=2.2123 loss_meanflow=0.0000 mean_model_t=0.5043 mean_corrupt_t=0.5043 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5519 acc_corrupt=0.6375 loss_corrupt=2.2123 wrong_frac=0.4996 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2507 corrupt_frac_t_0p0_0p2=0.2005 acc_corrupt_t_0p2_0p4=0.4569 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.6830 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2026 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=128.4226 out_g_norm=0.1616 loss_all=1.2289 init_gold_top10=0.5115 init_gold_top100=0.5462
+step=14650 epoch=1/62 epoch_step=14650/16379 micro_steps=29300 elapsed=46.9s lr=5.997622e-04 loss=2.2093 loss_recon=2.2093 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7975 corrupt_frac=0.5508 acc_corrupt=0.6379 loss_corrupt=2.2093 wrong_frac=0.4979 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2498 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4583 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6857 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=128.4818 out_g_norm=0.1625 loss_all=1.2564 init_gold_top10=0.4604 init_gold_top100=0.5117
+step=14700 epoch=1/62 epoch_step=14700/16379 micro_steps=29400 elapsed=47.0s lr=5.997603e-04 loss=2.2216 loss_recon=2.2216 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5531 acc_corrupt=0.6357 loss_corrupt=2.2216 wrong_frac=0.5027 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2569 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.4595 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6847 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8354 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1936 out_w_norm=128.5615 out_g_norm=0.1626 loss_all=1.4504 init_gold_top10=0.4282 init_gold_top100=0.4835
+step=14750 epoch=1/62 epoch_step=14750/16379 micro_steps=29500 elapsed=46.1s lr=5.997584e-04 loss=2.2253 loss_recon=2.2253 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7978 corrupt_frac=0.5467 acc_corrupt=0.6356 loss_corrupt=2.2253 wrong_frac=0.5022 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2559 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.4550 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6871 corrupt_frac_t_0p4_0p6=0.1935 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=128.6291 out_g_norm=0.1640 loss_all=1.4647 init_gold_top10=0.4955 init_gold_top100=0.5358
+step=14800 epoch=1/62 epoch_step=14800/16379 micro_steps=29600 elapsed=47.3s lr=5.997565e-04 loss=2.2384 loss_recon=2.2384 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7961 corrupt_frac=0.5489 acc_corrupt=0.6340 loss_corrupt=2.2384 wrong_frac=0.5027 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2504 corrupt_frac_t_0p0_0p2=0.2044 acc_corrupt_t_0p2_0p4=0.4555 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6867 corrupt_frac_t_0p4_0p6=0.1933 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=128.6906 out_g_norm=0.1625 loss_all=1.5107 init_gold_top10=0.4835 init_gold_top100=0.5276
+step=14850 epoch=1/62 epoch_step=14850/16379 micro_steps=29700 elapsed=47.1s lr=5.997546e-04 loss=2.2228 loss_recon=2.2228 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7968 corrupt_frac=0.5508 acc_corrupt=0.6361 loss_corrupt=2.2228 wrong_frac=0.5003 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2512 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4539 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6877 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=128.7688 out_g_norm=0.1629 loss_all=1.2642 init_gold_top10=0.4343 init_gold_top100=0.4821
+step=14900 epoch=1/62 epoch_step=14900/16379 micro_steps=29800 elapsed=46.2s lr=5.997527e-04 loss=2.1854 loss_recon=2.1854 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5457 acc_corrupt=0.6411 loss_corrupt=2.1854 wrong_frac=0.4979 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2635 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4602 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6866 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=128.8493 out_g_norm=0.1635 loss_all=1.0764 init_gold_top10=0.5120 init_gold_top100=0.5519
+step=14950 epoch=1/62 epoch_step=14950/16379 micro_steps=29900 elapsed=46.4s lr=5.997508e-04 loss=2.2157 loss_recon=2.2157 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5455 acc_corrupt=0.6366 loss_corrupt=2.2157 wrong_frac=0.5036 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2574 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.4609 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6873 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2026 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1917 out_w_norm=128.9243 out_g_norm=0.1637 loss_all=1.2656 init_gold_top10=0.4810 init_gold_top100=0.5283
+step=15000 epoch=1/62 epoch_step=15000/16379 micro_steps=30000 elapsed=46.2s lr=5.997488e-04 loss=2.2149 loss_recon=2.2149 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5532 acc_corrupt=0.6358 loss_corrupt=2.2149 wrong_frac=0.5027 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2537 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4618 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.6807 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1973 out_w_norm=129.0061 out_g_norm=0.1630 loss_all=1.1136 init_gold_top10=0.5443 init_gold_top100=0.5802
+step=15050 epoch=1/62 epoch_step=15050/16379 micro_steps=30100 elapsed=47.0s lr=5.997469e-04 loss=2.1624 loss_recon=2.1624 loss_meanflow=0.0000 mean_model_t=0.5098 mean_corrupt_t=0.5098 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8019 corrupt_frac=0.5496 acc_corrupt=0.6442 loss_corrupt=2.1624 wrong_frac=0.4923 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2511 corrupt_frac_t_0p0_0p2=0.1846 acc_corrupt_t_0p2_0p4=0.4616 corrupt_frac_t_0p2_0p4=0.2074 acc_corrupt_t_0p4_0p6=0.6834 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=129.0760 out_g_norm=0.1622 loss_all=1.2393 init_gold_top10=0.4823 init_gold_top100=0.5191
+step=15100 epoch=1/62 epoch_step=15100/16379 micro_steps=30200 elapsed=46.2s lr=5.997450e-04 loss=2.2299 loss_recon=2.2299 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5520 acc_corrupt=0.6347 loss_corrupt=2.2299 wrong_frac=0.5046 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.2604 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.4632 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.6835 corrupt_frac_t_0p4_0p6=0.2024 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1936 out_w_norm=129.1078 out_g_norm=0.1640 loss_all=1.4945 init_gold_top10=0.4519 init_gold_top100=0.4895
+step=15150 epoch=1/62 epoch_step=15150/16379 micro_steps=30300 elapsed=46.9s lr=5.997430e-04 loss=2.2197 loss_recon=2.2197 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5503 acc_corrupt=0.6356 loss_corrupt=2.2197 wrong_frac=0.5049 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.2546 corrupt_frac_t_0p0_0p2=0.2046 acc_corrupt_t_0p2_0p4=0.4658 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6842 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1987 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1914 out_w_norm=129.1424 out_g_norm=0.1623 loss_all=1.0028 init_gold_top10=0.5726 init_gold_top100=0.6005
+step=15200 epoch=1/62 epoch_step=15200/16379 micro_steps=30400 elapsed=46.1s lr=5.997411e-04 loss=2.2084 loss_recon=2.2084 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7983 corrupt_frac=0.5500 acc_corrupt=0.6379 loss_corrupt=2.2084 wrong_frac=0.4995 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2533 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4582 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6831 corrupt_frac_t_0p4_0p6=0.2038 acc_corrupt_t_0p6_0p8=0.8351 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9512 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=129.1857 out_g_norm=0.1627 loss_all=1.1066 init_gold_top10=0.5317 init_gold_top100=0.5644
+step=15250 epoch=1/62 epoch_step=15250/16379 micro_steps=30500 elapsed=47.2s lr=5.997391e-04 loss=2.2600 loss_recon=2.2600 loss_meanflow=0.0000 mean_model_t=0.4932 mean_corrupt_t=0.4932 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7926 corrupt_frac=0.5534 acc_corrupt=0.6303 loss_corrupt=2.2600 wrong_frac=0.5067 init_acc_corrupt=0.4581 acc_corrupt_t_0p0_0p2=0.2544 corrupt_frac_t_0p0_0p2=0.2074 acc_corrupt_t_0p2_0p4=0.4535 corrupt_frac_t_0p2_0p4=0.2002 acc_corrupt_t_0p4_0p6=0.6815 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8356 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1955 out_w_norm=129.2269 out_g_norm=0.1638 loss_all=1.3688 init_gold_top10=0.4801 init_gold_top100=0.5197
+step=15300 epoch=1/62 epoch_step=15300/16379 micro_steps=30600 elapsed=46.7s lr=5.997371e-04 loss=2.1647 loss_recon=2.1647 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5450 acc_corrupt=0.6431 loss_corrupt=2.1647 wrong_frac=0.4970 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.2603 corrupt_frac_t_0p0_0p2=0.1917 acc_corrupt_t_0p2_0p4=0.4648 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6809 corrupt_frac_t_0p4_0p6=0.2108 acc_corrupt_t_0p6_0p8=0.8374 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=129.2846 out_g_norm=0.1653 loss_all=1.2669 init_gold_top10=0.4679 init_gold_top100=0.5123
+step=15350 epoch=1/62 epoch_step=15350/16379 micro_steps=30700 elapsed=46.8s lr=5.997351e-04 loss=2.2226 loss_recon=2.2226 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7941 corrupt_frac=0.5571 acc_corrupt=0.6352 loss_corrupt=2.2226 wrong_frac=0.5025 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2564 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4600 corrupt_frac_t_0p2_0p4=0.2014 acc_corrupt_t_0p4_0p6=0.6845 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8349 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1942 out_w_norm=129.3485 out_g_norm=0.1626 loss_all=1.1601 init_gold_top10=0.4799 init_gold_top100=0.5214
+step=15400 epoch=1/62 epoch_step=15400/16379 micro_steps=30800 elapsed=46.2s lr=5.997331e-04 loss=2.2089 loss_recon=2.2089 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5466 acc_corrupt=0.6372 loss_corrupt=2.2089 wrong_frac=0.5007 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2604 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.1993 acc_corrupt_t_0p4_0p6=0.6854 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8365 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=129.4140 out_g_norm=0.1641 loss_all=0.9019 init_gold_top10=0.5100 init_gold_top100=0.5433
+step=15450 epoch=1/62 epoch_step=15450/16379 micro_steps=30900 elapsed=47.1s lr=5.997312e-04 loss=2.2031 loss_recon=2.2031 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5529 acc_corrupt=0.6379 loss_corrupt=2.2031 wrong_frac=0.5025 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4643 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6860 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8352 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1987 out_w_norm=129.4826 out_g_norm=0.1617 loss_all=1.3199 init_gold_top10=0.4731 init_gold_top100=0.5078
+step=15500 epoch=1/62 epoch_step=15500/16379 micro_steps=31000 elapsed=46.1s lr=5.997291e-04 loss=2.1740 loss_recon=2.1740 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5475 acc_corrupt=0.6414 loss_corrupt=2.1740 wrong_frac=0.4979 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2540 corrupt_frac_t_0p0_0p2=0.1940 acc_corrupt_t_0p2_0p4=0.4641 corrupt_frac_t_0p2_0p4=0.2036 acc_corrupt_t_0p4_0p6=0.6878 corrupt_frac_t_0p4_0p6=0.1949 acc_corrupt_t_0p6_0p8=0.8346 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=129.5578 out_g_norm=0.1626 loss_all=1.3035 init_gold_top10=0.4652 init_gold_top100=0.5099
+step=15550 epoch=1/62 epoch_step=15550/16379 micro_steps=31100 elapsed=47.3s lr=5.997271e-04 loss=2.1973 loss_recon=2.1973 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7992 corrupt_frac=0.5482 acc_corrupt=0.6386 loss_corrupt=2.1973 wrong_frac=0.5001 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2521 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4662 corrupt_frac_t_0p2_0p4=0.2124 acc_corrupt_t_0p4_0p6=0.6860 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1961 out_w_norm=129.6303 out_g_norm=0.1626 loss_all=1.2277 init_gold_top10=0.4997 init_gold_top100=0.5348
+step=15600 epoch=1/62 epoch_step=15600/16379 micro_steps=31200 elapsed=46.8s lr=5.997251e-04 loss=2.1844 loss_recon=2.1844 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5453 acc_corrupt=0.6402 loss_corrupt=2.1844 wrong_frac=0.5017 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2524 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4725 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.6829 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8372 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9505 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=129.6988 out_g_norm=0.1642 loss_all=1.2844 init_gold_top10=0.4644 init_gold_top100=0.5112
+step=15650 epoch=1/62 epoch_step=15650/16379 micro_steps=31300 elapsed=46.9s lr=5.997231e-04 loss=2.2136 loss_recon=2.2136 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5509 acc_corrupt=0.6367 loss_corrupt=2.2136 wrong_frac=0.5027 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2546 corrupt_frac_t_0p0_0p2=0.2060 acc_corrupt_t_0p2_0p4=0.4629 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6838 corrupt_frac_t_0p4_0p6=0.1920 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1989 out_w_norm=129.7384 out_g_norm=0.1626 loss_all=1.5307 init_gold_top10=0.4391 init_gold_top100=0.4959
+step=15700 epoch=1/62 epoch_step=15700/16379 micro_steps=31400 elapsed=46.9s lr=5.997211e-04 loss=2.1763 loss_recon=2.1763 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5489 acc_corrupt=0.6412 loss_corrupt=2.1763 wrong_frac=0.5004 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2642 corrupt_frac_t_0p0_0p2=0.1927 acc_corrupt_t_0p2_0p4=0.4613 corrupt_frac_t_0p2_0p4=0.2076 acc_corrupt_t_0p4_0p6=0.6840 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9522 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=129.7480 out_g_norm=0.1648 loss_all=1.4588 init_gold_top10=0.4806 init_gold_top100=0.5178
+step=15750 epoch=1/62 epoch_step=15750/16379 micro_steps=31500 elapsed=47.1s lr=5.997190e-04 loss=2.1937 loss_recon=2.1937 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7980 corrupt_frac=0.5542 acc_corrupt=0.6399 loss_corrupt=2.1937 wrong_frac=0.4978 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2633 corrupt_frac_t_0p0_0p2=0.1879 acc_corrupt_t_0p2_0p4=0.4532 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6834 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=129.7895 out_g_norm=0.1623 loss_all=1.4338 init_gold_top10=0.4467 init_gold_top100=0.4899
+step=15800 epoch=1/62 epoch_step=15800/16379 micro_steps=31600 elapsed=46.3s lr=5.997170e-04 loss=2.1900 loss_recon=2.1900 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5501 acc_corrupt=0.6398 loss_corrupt=2.1900 wrong_frac=0.4967 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.2557 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4630 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6865 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=129.8454 out_g_norm=0.1635 loss_all=1.2290 init_gold_top10=0.4594 init_gold_top100=0.5010
+step=15850 epoch=1/62 epoch_step=15850/16379 micro_steps=31700 elapsed=46.5s lr=5.997149e-04 loss=2.1846 loss_recon=2.1846 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7986 corrupt_frac=0.5537 acc_corrupt=0.6411 loss_corrupt=2.1846 wrong_frac=0.4972 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2600 corrupt_frac_t_0p0_0p2=0.1980 acc_corrupt_t_0p2_0p4=0.4632 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6817 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=129.9149 out_g_norm=0.1624 loss_all=1.4916 init_gold_top10=0.4867 init_gold_top100=0.5237
+step=15900 epoch=1/62 epoch_step=15900/16379 micro_steps=31800 elapsed=46.6s lr=5.997129e-04 loss=2.1554 loss_recon=2.1554 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5539 acc_corrupt=0.6449 loss_corrupt=2.1554 wrong_frac=0.4932 init_acc_corrupt=0.4735 acc_corrupt_t_0p0_0p2=0.2557 corrupt_frac_t_0p0_0p2=0.1915 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6869 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9516 corrupt_frac_t_0p8_1p0=0.2113 out_w_norm=129.9847 out_g_norm=0.1614 loss_all=1.6153 init_gold_top10=0.4584 init_gold_top100=0.5022
+step=15950 epoch=1/62 epoch_step=15950/16379 micro_steps=31900 elapsed=47.2s lr=5.997108e-04 loss=2.2029 loss_recon=2.2029 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7977 corrupt_frac=0.5526 acc_corrupt=0.6387 loss_corrupt=2.2029 wrong_frac=0.5000 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2535 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6894 corrupt_frac_t_0p4_0p6=0.2097 acc_corrupt_t_0p6_0p8=0.8361 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1943 out_w_norm=130.0470 out_g_norm=0.1623 loss_all=1.2029 init_gold_top10=0.5147 init_gold_top100=0.5515
+step=16000 epoch=1/62 epoch_step=16000/16379 micro_steps=32000 elapsed=46.7s lr=5.997087e-04 loss=2.2023 loss_recon=2.2023 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5479 acc_corrupt=0.6377 loss_corrupt=2.2023 wrong_frac=0.5032 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2583 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6904 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1908 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=130.0961 out_g_norm=0.1643 loss_all=1.3368 init_gold_top10=0.4610 init_gold_top100=0.5039
+step=16050 epoch=1/62 epoch_step=16050/16379 micro_steps=32100 elapsed=46.9s lr=5.997066e-04 loss=2.2230 loss_recon=2.2230 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7975 corrupt_frac=0.5490 acc_corrupt=0.6364 loss_corrupt=2.2230 wrong_frac=0.5030 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2498 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4624 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6880 corrupt_frac_t_0p4_0p6=0.1968 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=130.1560 out_g_norm=0.1620 loss_all=1.2751 init_gold_top10=0.4863 init_gold_top100=0.5380
+step=16100 epoch=1/62 epoch_step=16100/16379 micro_steps=32200 elapsed=46.3s lr=5.997045e-04 loss=2.1426 loss_recon=2.1426 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5475 acc_corrupt=0.6460 loss_corrupt=2.1426 wrong_frac=0.4951 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.2656 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.4656 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6871 corrupt_frac_t_0p4_0p6=0.2057 acc_corrupt_t_0p6_0p8=0.8398 corrupt_frac_t_0p6_0p8=0.2103 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1944 out_w_norm=130.1993 out_g_norm=0.1642 loss_all=1.1025 init_gold_top10=0.5419 init_gold_top100=0.5741
+step=16150 epoch=1/62 epoch_step=16150/16379 micro_steps=32300 elapsed=46.2s lr=5.997024e-04 loss=2.1996 loss_recon=2.1996 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5504 acc_corrupt=0.6395 loss_corrupt=2.1996 wrong_frac=0.5011 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2575 corrupt_frac_t_0p0_0p2=0.2007 acc_corrupt_t_0p2_0p4=0.4577 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6940 corrupt_frac_t_0p4_0p6=0.1974 acc_corrupt_t_0p6_0p8=0.8380 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=130.2255 out_g_norm=0.1629 loss_all=1.3850 init_gold_top10=0.4600 init_gold_top100=0.5019
+step=16200 epoch=1/62 epoch_step=16200/16379 micro_steps=32400 elapsed=46.1s lr=5.997003e-04 loss=2.2263 loss_recon=2.2263 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5491 acc_corrupt=0.6353 loss_corrupt=2.2263 wrong_frac=0.5047 init_acc_corrupt=0.4594 acc_corrupt_t_0p0_0p2=0.2525 corrupt_frac_t_0p0_0p2=0.2140 acc_corrupt_t_0p2_0p4=0.4664 corrupt_frac_t_0p2_0p4=0.1930 acc_corrupt_t_0p4_0p6=0.6915 corrupt_frac_t_0p4_0p6=0.1939 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=130.2744 out_g_norm=0.1635 loss_all=1.5828 init_gold_top10=0.4394 init_gold_top100=0.4899
+step=16250 epoch=1/62 epoch_step=16250/16379 micro_steps=32500 elapsed=46.3s lr=5.996982e-04 loss=2.1956 loss_recon=2.1956 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8002 corrupt_frac=0.5474 acc_corrupt=0.6401 loss_corrupt=2.1956 wrong_frac=0.4989 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2555 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.4597 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6879 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=130.3191 out_g_norm=0.1618 loss_all=1.1869 init_gold_top10=0.5164 init_gold_top100=0.5505
+step=16300 epoch=1/62 epoch_step=16300/16379 micro_steps=32600 elapsed=47.3s lr=5.996961e-04 loss=2.2745 loss_recon=2.2745 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7944 corrupt_frac=0.5465 acc_corrupt=0.6289 loss_corrupt=2.2745 wrong_frac=0.5101 init_acc_corrupt=0.4542 acc_corrupt_t_0p0_0p2=0.2479 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4586 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.6846 corrupt_frac_t_0p4_0p6=0.2056 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.1922 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=130.3620 out_g_norm=0.1627 loss_all=1.2120 init_gold_top10=0.4853 init_gold_top100=0.5182
+step=16350 epoch=1/62 epoch_step=16350/16379 micro_steps=32700 elapsed=54.6s lr=5.996940e-04 loss=2.1281 loss_recon=2.1281 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5417 acc_corrupt=0.6482 loss_corrupt=2.1281 wrong_frac=0.4912 init_acc_corrupt=0.4758 acc_corrupt_t_0p0_0p2=0.2580 corrupt_frac_t_0p0_0p2=0.1862 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6876 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8341 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=130.4090 out_g_norm=0.1636 loss_all=1.1350 init_gold_top10=0.4966 init_gold_top100=0.5320
+step=16400 epoch=2/62 epoch_step=21/16379 micro_steps=32800 elapsed=47.6s lr=5.996918e-04 loss=2.2082 loss_recon=2.2082 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7965 corrupt_frac=0.5511 acc_corrupt=0.6361 loss_corrupt=2.2082 wrong_frac=0.5035 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.2579 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.4631 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.6901 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8364 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=130.4377 out_g_norm=0.1645 loss_all=1.4368 init_gold_top10=0.5459 init_gold_top100=0.5918
+step=16450 epoch=2/62 epoch_step=71/16379 micro_steps=32900 elapsed=46.7s lr=5.996897e-04 loss=2.2189 loss_recon=2.2189 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7948 corrupt_frac=0.5565 acc_corrupt=0.6362 loss_corrupt=2.2189 wrong_frac=0.5021 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2539 corrupt_frac_t_0p0_0p2=0.1980 acc_corrupt_t_0p2_0p4=0.4568 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6831 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.2067 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1910 out_w_norm=130.4567 out_g_norm=0.1615 loss_all=1.3264 init_gold_top10=0.4950 init_gold_top100=0.5280
+step=16500 epoch=2/62 epoch_step=121/16379 micro_steps=33000 elapsed=46.6s lr=5.996875e-04 loss=2.1907 loss_recon=2.1907 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8007 corrupt_frac=0.5464 acc_corrupt=0.6402 loss_corrupt=2.1907 wrong_frac=0.5010 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2584 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.4624 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6921 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=130.5020 out_g_norm=0.1644 loss_all=1.1002 init_gold_top10=0.5182 init_gold_top100=0.5529
+step=16550 epoch=2/62 epoch_step=171/16379 micro_steps=33100 elapsed=47.4s lr=5.996854e-04 loss=2.1781 loss_recon=2.1781 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7996 corrupt_frac=0.5531 acc_corrupt=0.6425 loss_corrupt=2.1781 wrong_frac=0.4958 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.2522 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4621 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6911 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8381 corrupt_frac_t_0p6_0p8=0.2092 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=130.5598 out_g_norm=0.1611 loss_all=1.2405 init_gold_top10=0.4835 init_gold_top100=0.5208
+step=16600 epoch=2/62 epoch_step=221/16379 micro_steps=33200 elapsed=46.5s lr=5.996832e-04 loss=2.1684 loss_recon=2.1684 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8015 corrupt_frac=0.5480 acc_corrupt=0.6424 loss_corrupt=2.1684 wrong_frac=0.4976 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2625 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.4549 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6922 corrupt_frac_t_0p4_0p6=0.1921 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2104 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1965 out_w_norm=130.6028 out_g_norm=0.1636 loss_all=1.1957 init_gold_top10=0.5407 init_gold_top100=0.5770
+step=16650 epoch=2/62 epoch_step=271/16379 micro_steps=33300 elapsed=47.1s lr=5.996810e-04 loss=2.2371 loss_recon=2.2371 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7961 corrupt_frac=0.5500 acc_corrupt=0.6343 loss_corrupt=2.2371 wrong_frac=0.5057 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.2544 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4606 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6882 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.1977 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=130.6305 out_g_norm=0.1641 loss_all=1.0973 init_gold_top10=0.5205 init_gold_top100=0.5532
+step=16700 epoch=2/62 epoch_step=321/16379 micro_steps=33400 elapsed=47.1s lr=5.996789e-04 loss=2.1901 loss_recon=2.1901 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5454 acc_corrupt=0.6395 loss_corrupt=2.1901 wrong_frac=0.5031 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2655 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4661 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6933 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=130.6766 out_g_norm=0.1649 loss_all=1.2533 init_gold_top10=0.4885 init_gold_top100=0.5311
+step=16750 epoch=2/62 epoch_step=371/16379 micro_steps=33500 elapsed=46.8s lr=5.996767e-04 loss=2.2330 loss_recon=2.2330 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7974 corrupt_frac=0.5474 acc_corrupt=0.6350 loss_corrupt=2.2330 wrong_frac=0.5031 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.2514 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.4621 corrupt_frac_t_0p2_0p4=0.2033 acc_corrupt_t_0p4_0p6=0.6899 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=130.7293 out_g_norm=0.1631 loss_all=1.4949 init_gold_top10=0.4366 init_gold_top100=0.4732
+step=16800 epoch=2/62 epoch_step=421/16379 micro_steps=33600 elapsed=46.6s lr=5.996745e-04 loss=2.1647 loss_recon=2.1647 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5513 acc_corrupt=0.6441 loss_corrupt=2.1647 wrong_frac=0.4961 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2655 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4651 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.6867 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=130.7562 out_g_norm=0.1634 loss_all=1.2686 init_gold_top10=0.5241 init_gold_top100=0.5577
+step=16850 epoch=2/62 epoch_step=471/16379 micro_steps=33700 elapsed=46.6s lr=5.996723e-04 loss=2.1806 loss_recon=2.1806 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5526 acc_corrupt=0.6422 loss_corrupt=2.1806 wrong_frac=0.4965 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2606 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4582 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6865 corrupt_frac_t_0p4_0p6=0.1898 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.2127 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=130.7847 out_g_norm=0.1627 loss_all=1.1280 init_gold_top10=0.5019 init_gold_top100=0.5356
+step=16900 epoch=2/62 epoch_step=521/16379 micro_steps=33800 elapsed=46.7s lr=5.996701e-04 loss=2.1739 loss_recon=2.1739 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8016 corrupt_frac=0.5478 acc_corrupt=0.6429 loss_corrupt=2.1739 wrong_frac=0.4979 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2634 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.4653 corrupt_frac_t_0p2_0p4=0.1920 acc_corrupt_t_0p4_0p6=0.6878 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8404 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=130.8269 out_g_norm=0.1630 loss_all=1.1292 init_gold_top10=0.5331 init_gold_top100=0.5592
+step=16950 epoch=2/62 epoch_step=571/16379 micro_steps=33900 elapsed=46.4s lr=5.996679e-04 loss=2.1792 loss_recon=2.1792 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5532 acc_corrupt=0.6420 loss_corrupt=2.1792 wrong_frac=0.4968 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2578 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4615 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.6904 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8357 corrupt_frac_t_0p6_0p8=0.1990 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2067 out_w_norm=130.8535 out_g_norm=0.1645 loss_all=1.3216 init_gold_top10=0.4908 init_gold_top100=0.5264
+step=17000 epoch=2/62 epoch_step=621/16379 micro_steps=34000 elapsed=47.1s lr=5.996656e-04 loss=2.1931 loss_recon=2.1931 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5510 acc_corrupt=0.6401 loss_corrupt=2.1931 wrong_frac=0.5008 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2559 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.4632 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.6838 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=130.8831 out_g_norm=0.1639 loss_all=1.6480 init_gold_top10=0.4510 init_gold_top100=0.5079
+step=17050 epoch=2/62 epoch_step=671/16379 micro_steps=34100 elapsed=47.5s lr=5.996634e-04 loss=2.1973 loss_recon=2.1973 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8001 corrupt_frac=0.5471 acc_corrupt=0.6393 loss_corrupt=2.1973 wrong_frac=0.5028 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4631 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6908 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2038 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1908 out_w_norm=130.9294 out_g_norm=0.1639 loss_all=1.4107 init_gold_top10=0.4825 init_gold_top100=0.5261
+step=17100 epoch=2/62 epoch_step=721/16379 micro_steps=34200 elapsed=46.6s lr=5.996612e-04 loss=2.1787 loss_recon=2.1787 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5458 acc_corrupt=0.6405 loss_corrupt=2.1787 wrong_frac=0.5026 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2653 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4676 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8392 corrupt_frac_t_0p6_0p8=0.2029 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1898 out_w_norm=130.9769 out_g_norm=0.1620 loss_all=0.8216 init_gold_top10=0.5463 init_gold_top100=0.5728
+step=17150 epoch=2/62 epoch_step=771/16379 micro_steps=34300 elapsed=46.8s lr=5.996589e-04 loss=2.2023 loss_recon=2.2023 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5574 acc_corrupt=0.6383 loss_corrupt=2.2023 wrong_frac=0.5018 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2536 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4616 corrupt_frac_t_0p2_0p4=0.1955 acc_corrupt_t_0p4_0p6=0.6937 corrupt_frac_t_0p4_0p6=0.2101 acc_corrupt_t_0p6_0p8=0.8366 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1897 out_w_norm=130.9941 out_g_norm=0.1627 loss_all=1.3832 init_gold_top10=0.4713 init_gold_top100=0.5089
+step=17200 epoch=2/62 epoch_step=821/16379 micro_steps=34400 elapsed=47.1s lr=5.996567e-04 loss=2.2055 loss_recon=2.2055 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7972 corrupt_frac=0.5524 acc_corrupt=0.6378 loss_corrupt=2.2055 wrong_frac=0.5028 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2587 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.4587 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.6884 corrupt_frac_t_0p4_0p6=0.1923 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=131.0305 out_g_norm=0.1625 loss_all=0.8934 init_gold_top10=0.5768 init_gold_top100=0.6020
+step=17250 epoch=2/62 epoch_step=871/16379 micro_steps=34500 elapsed=46.8s lr=5.996544e-04 loss=2.2110 loss_recon=2.2110 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5447 acc_corrupt=0.6364 loss_corrupt=2.2110 wrong_frac=0.5050 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2610 corrupt_frac_t_0p0_0p2=0.2084 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.6902 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9507 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=131.0692 out_g_norm=0.1636 loss_all=1.2514 init_gold_top10=0.4572 init_gold_top100=0.4998
+step=17300 epoch=2/62 epoch_step=921/16379 micro_steps=34600 elapsed=47.3s lr=5.996521e-04 loss=2.1982 loss_recon=2.1982 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5485 acc_corrupt=0.6395 loss_corrupt=2.1982 wrong_frac=0.5000 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2597 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4602 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6924 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8375 corrupt_frac_t_0p6_0p8=0.2069 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1945 out_w_norm=131.1005 out_g_norm=0.1630 loss_all=1.3410 init_gold_top10=0.4871 init_gold_top100=0.5306
+step=17350 epoch=2/62 epoch_step=971/16379 micro_steps=34700 elapsed=46.2s lr=5.996498e-04 loss=2.1971 loss_recon=2.1971 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5455 acc_corrupt=0.6388 loss_corrupt=2.1971 wrong_frac=0.5019 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2600 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.4575 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.6948 corrupt_frac_t_0p4_0p6=0.1892 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=131.1122 out_g_norm=0.1624 loss_all=1.3156 init_gold_top10=0.5021 init_gold_top100=0.5388
+step=17400 epoch=2/62 epoch_step=1021/16379 micro_steps=34800 elapsed=46.6s lr=5.996476e-04 loss=2.2359 loss_recon=2.2359 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5523 acc_corrupt=0.6339 loss_corrupt=2.2359 wrong_frac=0.5058 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.2500 corrupt_frac_t_0p0_0p2=0.2104 acc_corrupt_t_0p2_0p4=0.4649 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.6902 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8388 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=131.0973 out_g_norm=0.1629 loss_all=1.1272 init_gold_top10=0.5076 init_gold_top100=0.5484
+step=17450 epoch=2/62 epoch_step=1071/16379 micro_steps=34900 elapsed=46.8s lr=5.996453e-04 loss=2.1906 loss_recon=2.1906 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8002 corrupt_frac=0.5496 acc_corrupt=0.6416 loss_corrupt=2.1906 wrong_frac=0.4973 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2535 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.1958 acc_corrupt_t_0p4_0p6=0.6897 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2090 out_w_norm=131.1083 out_g_norm=0.1605 loss_all=1.3076 init_gold_top10=0.5045 init_gold_top100=0.5408
+step=17500 epoch=2/62 epoch_step=1121/16379 micro_steps=35000 elapsed=46.7s lr=5.996430e-04 loss=2.2238 loss_recon=2.2238 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7956 corrupt_frac=0.5537 acc_corrupt=0.6359 loss_corrupt=2.2238 wrong_frac=0.5026 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.2508 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4699 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6836 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.1890 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=131.1361 out_g_norm=0.1622 loss_all=1.2443 init_gold_top10=0.5244 init_gold_top100=0.5599
+step=17550 epoch=2/62 epoch_step=1171/16379 micro_steps=35100 elapsed=46.2s lr=5.996407e-04 loss=2.1836 loss_recon=2.1836 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5483 acc_corrupt=0.6398 loss_corrupt=2.1836 wrong_frac=0.5017 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4642 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.6904 corrupt_frac_t_0p4_0p6=0.1945 acc_corrupt_t_0p6_0p8=0.8384 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=131.1469 out_g_norm=0.1636 loss_all=1.1425 init_gold_top10=0.4844 init_gold_top100=0.5285
+step=17600 epoch=2/62 epoch_step=1221/16379 micro_steps=35200 elapsed=46.1s lr=5.996383e-04 loss=2.1772 loss_recon=2.1772 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5480 acc_corrupt=0.6406 loss_corrupt=2.1772 wrong_frac=0.5016 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.2604 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6852 corrupt_frac_t_0p4_0p6=0.2085 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.1913 out_w_norm=131.1803 out_g_norm=0.1630 loss_all=1.4827 init_gold_top10=0.4787 init_gold_top100=0.5225
+step=17650 epoch=2/62 epoch_step=1271/16379 micro_steps=35300 elapsed=46.2s lr=5.996360e-04 loss=2.1714 loss_recon=2.1714 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8019 corrupt_frac=0.5489 acc_corrupt=0.6436 loss_corrupt=2.1714 wrong_frac=0.4964 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2564 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4562 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6945 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2005 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2030 out_w_norm=131.2070 out_g_norm=0.1631 loss_all=0.8702 init_gold_top10=0.5492 init_gold_top100=0.5735
+step=17700 epoch=2/62 epoch_step=1321/16379 micro_steps=35400 elapsed=47.0s lr=5.996337e-04 loss=2.1283 loss_recon=2.1283 loss_meanflow=0.0000 mean_model_t=0.5090 mean_corrupt_t=0.5090 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5520 acc_corrupt=0.6497 loss_corrupt=2.1283 wrong_frac=0.4902 init_acc_corrupt=0.4760 acc_corrupt_t_0p0_0p2=0.2597 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.4690 corrupt_frac_t_0p2_0p4=0.1899 acc_corrupt_t_0p4_0p6=0.6958 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2094 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=131.2261 out_g_norm=0.1618 loss_all=1.2402 init_gold_top10=0.5283 init_gold_top100=0.5593
+step=17750 epoch=2/62 epoch_step=1371/16379 micro_steps=35500 elapsed=46.3s lr=5.996314e-04 loss=2.1562 loss_recon=2.1562 loss_meanflow=0.0000 mean_model_t=0.5072 mean_corrupt_t=0.5072 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5492 acc_corrupt=0.6456 loss_corrupt=2.1562 wrong_frac=0.4949 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.2556 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.4676 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6850 corrupt_frac_t_0p4_0p6=0.1921 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=131.2552 out_g_norm=0.1629 loss_all=1.2822 init_gold_top10=0.4990 init_gold_top100=0.5505
+step=17800 epoch=2/62 epoch_step=1421/16379 micro_steps=35600 elapsed=46.6s lr=5.996290e-04 loss=2.2205 loss_recon=2.2205 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5489 acc_corrupt=0.6359 loss_corrupt=2.2205 wrong_frac=0.5048 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.2559 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4622 corrupt_frac_t_0p2_0p4=0.2107 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8401 corrupt_frac_t_0p6_0p8=0.1905 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=131.2673 out_g_norm=0.1648 loss_all=1.3693 init_gold_top10=0.4398 init_gold_top100=0.4901
+step=17850 epoch=2/62 epoch_step=1471/16379 micro_steps=35700 elapsed=46.3s lr=5.996267e-04 loss=2.1705 loss_recon=2.1705 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5501 acc_corrupt=0.6427 loss_corrupt=2.1705 wrong_frac=0.4999 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2602 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.1905 acc_corrupt_t_0p4_0p6=0.6859 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2149 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1884 out_w_norm=131.2902 out_g_norm=0.1632 loss_all=1.2276 init_gold_top10=0.4912 init_gold_top100=0.5271
+step=17900 epoch=2/62 epoch_step=1521/16379 micro_steps=35800 elapsed=46.2s lr=5.996243e-04 loss=2.1545 loss_recon=2.1545 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5514 acc_corrupt=0.6453 loss_corrupt=2.1545 wrong_frac=0.4958 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2578 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.4638 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6916 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=131.3181 out_g_norm=0.1616 loss_all=0.9572 init_gold_top10=0.5542 init_gold_top100=0.5809
+step=17950 epoch=2/62 epoch_step=1571/16379 micro_steps=35900 elapsed=46.7s lr=5.996219e-04 loss=2.1718 loss_recon=2.1718 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5524 acc_corrupt=0.6431 loss_corrupt=2.1718 wrong_frac=0.4973 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2613 corrupt_frac_t_0p0_0p2=0.1893 acc_corrupt_t_0p2_0p4=0.4614 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6832 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=131.3034 out_g_norm=0.1631 loss_all=1.0965 init_gold_top10=0.5437 init_gold_top100=0.5740
+step=18000 epoch=2/62 epoch_step=1621/16379 micro_steps=36000 elapsed=46.2s lr=5.996196e-04 loss=2.1658 loss_recon=2.1658 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5477 acc_corrupt=0.6428 loss_corrupt=2.1658 wrong_frac=0.4987 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2571 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.4638 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6873 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.2127 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1910 out_w_norm=131.2611 out_g_norm=0.1644 loss_all=1.0766 init_gold_top10=0.4671 init_gold_top100=0.5196
+step=18050 epoch=2/62 epoch_step=1671/16379 micro_steps=36100 elapsed=47.0s lr=5.996172e-04 loss=2.1628 loss_recon=2.1628 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5507 acc_corrupt=0.6436 loss_corrupt=2.1628 wrong_frac=0.4970 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.2578 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4684 corrupt_frac_t_0p2_0p4=0.1891 acc_corrupt_t_0p4_0p6=0.6886 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1915 acc_corrupt_t_0p8_1p0=0.9518 corrupt_frac_t_0p8_1p0=0.2085 out_w_norm=131.2677 out_g_norm=0.1627 loss_all=1.3089 init_gold_top10=0.4631 init_gold_top100=0.5027
+step=18100 epoch=2/62 epoch_step=1721/16379 micro_steps=36200 elapsed=46.1s lr=5.996148e-04 loss=2.1766 loss_recon=2.1766 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5522 acc_corrupt=0.6419 loss_corrupt=2.1766 wrong_frac=0.4987 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2609 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.4633 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6915 corrupt_frac_t_0p4_0p6=0.2043 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2061 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=131.2660 out_g_norm=0.1610 loss_all=1.3488 init_gold_top10=0.4263 init_gold_top100=0.4754
+step=18150 epoch=2/62 epoch_step=1771/16379 micro_steps=36300 elapsed=46.1s lr=5.996124e-04 loss=2.1951 loss_recon=2.1951 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5451 acc_corrupt=0.6385 loss_corrupt=2.1951 wrong_frac=0.5048 init_acc_corrupt=0.4599 acc_corrupt_t_0p0_0p2=0.2584 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4703 corrupt_frac_t_0p2_0p4=0.2055 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1946 acc_corrupt_t_0p6_0p8=0.8355 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1917 out_w_norm=131.2744 out_g_norm=0.1641 loss_all=1.1838 init_gold_top10=0.4720 init_gold_top100=0.5173
+step=18200 epoch=2/62 epoch_step=1821/16379 micro_steps=36400 elapsed=46.4s lr=5.996100e-04 loss=2.1721 loss_recon=2.1721 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5543 acc_corrupt=0.6437 loss_corrupt=2.1721 wrong_frac=0.4973 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4669 corrupt_frac_t_0p2_0p4=0.1939 acc_corrupt_t_0p4_0p6=0.6882 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2068 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=131.3032 out_g_norm=0.1615 loss_all=1.6063 init_gold_top10=0.4417 init_gold_top100=0.4922
+step=18250 epoch=2/62 epoch_step=1871/16379 micro_steps=36500 elapsed=47.1s lr=5.996076e-04 loss=2.1822 loss_recon=2.1822 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5506 acc_corrupt=0.6415 loss_corrupt=2.1822 wrong_frac=0.4981 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4515 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6896 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=131.3369 out_g_norm=0.1626 loss_all=1.0887 init_gold_top10=0.5379 init_gold_top100=0.5650
+step=18300 epoch=2/62 epoch_step=1921/16379 micro_steps=36600 elapsed=47.2s lr=5.996052e-04 loss=2.1479 loss_recon=2.1479 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8026 corrupt_frac=0.5504 acc_corrupt=0.6459 loss_corrupt=2.1479 wrong_frac=0.4950 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.2575 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.4679 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6867 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=131.3847 out_g_norm=0.1618 loss_all=1.5825 init_gold_top10=0.4727 init_gold_top100=0.5136
+step=18350 epoch=2/62 epoch_step=1971/16379 micro_steps=36700 elapsed=46.1s lr=5.996027e-04 loss=2.2241 loss_recon=2.2241 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5515 acc_corrupt=0.6350 loss_corrupt=2.2241 wrong_frac=0.5045 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2527 corrupt_frac_t_0p0_0p2=0.2085 acc_corrupt_t_0p2_0p4=0.4644 corrupt_frac_t_0p2_0p4=0.2012 acc_corrupt_t_0p4_0p6=0.6861 corrupt_frac_t_0p4_0p6=0.1898 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2089 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1917 out_w_norm=131.4411 out_g_norm=0.1638 loss_all=1.4119 init_gold_top10=0.4675 init_gold_top100=0.5125
+step=18400 epoch=2/62 epoch_step=2021/16379 micro_steps=36800 elapsed=46.1s lr=5.996003e-04 loss=2.1633 loss_recon=2.1633 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5415 acc_corrupt=0.6431 loss_corrupt=2.1633 wrong_frac=0.5012 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.2586 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4769 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6946 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=131.4892 out_g_norm=0.1655 loss_all=1.1130 init_gold_top10=0.4852 init_gold_top100=0.5266
+step=18450 epoch=2/62 epoch_step=2071/16379 micro_steps=36900 elapsed=46.7s lr=5.995979e-04 loss=2.1094 loss_recon=2.1094 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5475 acc_corrupt=0.6505 loss_corrupt=2.1094 wrong_frac=0.4939 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2730 corrupt_frac_t_0p0_0p2=0.1865 acc_corrupt_t_0p2_0p4=0.4617 corrupt_frac_t_0p2_0p4=0.1996 acc_corrupt_t_0p4_0p6=0.6971 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8370 corrupt_frac_t_0p6_0p8=0.2060 acc_corrupt_t_0p8_1p0=0.9511 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=131.5278 out_g_norm=0.1640 loss_all=1.5970 init_gold_top10=0.4575 init_gold_top100=0.4961
+step=18500 epoch=2/62 epoch_step=2121/16379 micro_steps=37000 elapsed=46.1s lr=5.995954e-04 loss=2.1756 loss_recon=2.1756 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5510 acc_corrupt=0.6416 loss_corrupt=2.1756 wrong_frac=0.5006 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.1949 acc_corrupt_t_0p4_0p6=0.6934 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9509 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=131.5555 out_g_norm=0.1615 loss_all=0.9379 init_gold_top10=0.5138 init_gold_top100=0.5437
+step=18550 epoch=2/62 epoch_step=2171/16379 micro_steps=37100 elapsed=53.0s lr=5.995930e-04 loss=2.2049 loss_recon=2.2049 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5533 acc_corrupt=0.6379 loss_corrupt=2.2049 wrong_frac=0.5021 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2526 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4599 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8373 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=131.5778 out_g_norm=0.1620 loss_all=1.2723 init_gold_top10=0.4951 init_gold_top100=0.5291
+step=18600 epoch=2/62 epoch_step=2221/16379 micro_steps=37200 elapsed=73.1s lr=5.995905e-04 loss=2.1862 loss_recon=2.1862 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5489 acc_corrupt=0.6413 loss_corrupt=2.1862 wrong_frac=0.5016 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2562 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4702 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6941 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1951 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=131.6074 out_g_norm=0.1625 loss_all=1.2554 init_gold_top10=0.4601 init_gold_top100=0.5084
+step=18650 epoch=2/62 epoch_step=2271/16379 micro_steps=37300 elapsed=72.9s lr=5.995880e-04 loss=2.1767 loss_recon=2.1767 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5542 acc_corrupt=0.6414 loss_corrupt=2.1767 wrong_frac=0.4982 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2602 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4628 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6836 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9508 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=131.6208 out_g_norm=0.1628 loss_all=1.3012 init_gold_top10=0.4617 init_gold_top100=0.4991
+step=18700 epoch=2/62 epoch_step=2321/16379 micro_steps=37400 elapsed=72.7s lr=5.995856e-04 loss=2.1870 loss_recon=2.1870 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5523 acc_corrupt=0.6411 loss_corrupt=2.1870 wrong_frac=0.5006 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2566 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.4615 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6926 corrupt_frac_t_0p4_0p6=0.1949 acc_corrupt_t_0p6_0p8=0.8420 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=131.6464 out_g_norm=0.1630 loss_all=1.4356 init_gold_top10=0.4393 init_gold_top100=0.4822
+step=18750 epoch=2/62 epoch_step=2371/16379 micro_steps=37500 elapsed=73.2s lr=5.995831e-04 loss=2.1593 loss_recon=2.1593 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5468 acc_corrupt=0.6445 loss_corrupt=2.1593 wrong_frac=0.4979 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2641 corrupt_frac_t_0p0_0p2=0.1990 acc_corrupt_t_0p2_0p4=0.4624 corrupt_frac_t_0p2_0p4=0.1908 acc_corrupt_t_0p4_0p6=0.6911 corrupt_frac_t_0p4_0p6=0.2068 acc_corrupt_t_0p6_0p8=0.8360 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=131.6768 out_g_norm=0.1617 loss_all=1.2022 init_gold_top10=0.5111 init_gold_top100=0.5478
+step=18800 epoch=2/62 epoch_step=2421/16379 micro_steps=37600 elapsed=73.1s lr=5.995806e-04 loss=2.1841 loss_recon=2.1841 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5537 acc_corrupt=0.6412 loss_corrupt=2.1841 wrong_frac=0.4988 init_acc_corrupt=0.4673 acc_corrupt_t_0p0_0p2=0.2541 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4642 corrupt_frac_t_0p2_0p4=0.1938 acc_corrupt_t_0p4_0p6=0.6905 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9514 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=131.7097 out_g_norm=0.1607 loss_all=1.4820 init_gold_top10=0.4322 init_gold_top100=0.4777
+step=18850 epoch=2/62 epoch_step=2471/16379 micro_steps=37700 elapsed=72.6s lr=5.995781e-04 loss=2.1358 loss_recon=2.1358 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5517 acc_corrupt=0.6477 loss_corrupt=2.1358 wrong_frac=0.4937 init_acc_corrupt=0.4729 acc_corrupt_t_0p0_0p2=0.2583 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4660 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.6899 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2131 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=131.7395 out_g_norm=0.1628 loss_all=1.1016 init_gold_top10=0.5143 init_gold_top100=0.5529
+step=18900 epoch=2/62 epoch_step=2521/16379 micro_steps=37800 elapsed=68.3s lr=5.995756e-04 loss=2.1494 loss_recon=2.1494 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5463 acc_corrupt=0.6447 loss_corrupt=2.1494 wrong_frac=0.4991 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2668 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4650 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6906 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8377 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=131.7722 out_g_norm=0.1640 loss_all=1.2839 init_gold_top10=0.4944 init_gold_top100=0.5382
+step=18950 epoch=2/62 epoch_step=2571/16379 micro_steps=37900 elapsed=54.5s lr=5.995731e-04 loss=2.1904 loss_recon=2.1904 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5494 acc_corrupt=0.6404 loss_corrupt=2.1904 wrong_frac=0.5015 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2559 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4639 corrupt_frac_t_0p2_0p4=0.2084 acc_corrupt_t_0p4_0p6=0.6919 corrupt_frac_t_0p4_0p6=0.1933 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9520 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=131.8113 out_g_norm=0.1634 loss_all=1.0073 init_gold_top10=0.4818 init_gold_top100=0.5130
+step=19000 epoch=2/62 epoch_step=2621/16379 micro_steps=38000 elapsed=46.4s lr=5.995705e-04 loss=2.1413 loss_recon=2.1413 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5531 acc_corrupt=0.6469 loss_corrupt=2.1413 wrong_frac=0.4934 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2587 corrupt_frac_t_0p0_0p2=0.1887 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6870 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8371 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2086 out_w_norm=131.8443 out_g_norm=0.1621 loss_all=1.1075 init_gold_top10=0.5432 init_gold_top100=0.5698
+step=19050 epoch=2/62 epoch_step=2671/16379 micro_steps=38100 elapsed=47.8s lr=5.995680e-04 loss=2.1808 loss_recon=2.1808 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7983 corrupt_frac=0.5561 acc_corrupt=0.6418 loss_corrupt=2.1808 wrong_frac=0.5005 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2590 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.4621 corrupt_frac_t_0p2_0p4=0.1959 acc_corrupt_t_0p4_0p6=0.6878 corrupt_frac_t_0p4_0p6=0.2093 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2122 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1867 out_w_norm=131.8724 out_g_norm=0.1615 loss_all=1.1281 init_gold_top10=0.4969 init_gold_top100=0.5348
+step=19100 epoch=2/62 epoch_step=2721/16379 micro_steps=38200 elapsed=46.0s lr=5.995655e-04 loss=2.1620 loss_recon=2.1620 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5475 acc_corrupt=0.6436 loss_corrupt=2.1620 wrong_frac=0.4972 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2593 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.1982 acc_corrupt_t_0p4_0p6=0.6890 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=131.9044 out_g_norm=0.1631 loss_all=0.9717 init_gold_top10=0.5393 init_gold_top100=0.5709
+step=19150 epoch=2/62 epoch_step=2771/16379 micro_steps=38300 elapsed=46.7s lr=5.995629e-04 loss=2.2010 loss_recon=2.2010 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5496 acc_corrupt=0.6387 loss_corrupt=2.2010 wrong_frac=0.5032 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2609 corrupt_frac_t_0p0_0p2=0.1990 acc_corrupt_t_0p2_0p4=0.4644 corrupt_frac_t_0p2_0p4=0.2114 acc_corrupt_t_0p4_0p6=0.6902 corrupt_frac_t_0p4_0p6=0.1993 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1902 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=131.9244 out_g_norm=0.1630 loss_all=1.0050 init_gold_top10=0.5762 init_gold_top100=0.6078
+step=19200 epoch=2/62 epoch_step=2821/16379 micro_steps=38400 elapsed=46.2s lr=5.995604e-04 loss=2.1988 loss_recon=2.1988 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7984 corrupt_frac=0.5501 acc_corrupt=0.6382 loss_corrupt=2.1988 wrong_frac=0.5018 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2534 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4653 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6866 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=131.9323 out_g_norm=0.1636 loss_all=1.4951 init_gold_top10=0.4609 init_gold_top100=0.5032
+step=19250 epoch=2/62 epoch_step=2871/16379 micro_steps=38500 elapsed=46.3s lr=5.995578e-04 loss=2.1818 loss_recon=2.1818 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8019 corrupt_frac=0.5459 acc_corrupt=0.6415 loss_corrupt=2.1818 wrong_frac=0.5001 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2592 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4635 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6913 corrupt_frac_t_0p4_0p6=0.2079 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1859 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=131.9400 out_g_norm=0.1630 loss_all=1.1892 init_gold_top10=0.5245 init_gold_top100=0.5572
+step=19300 epoch=2/62 epoch_step=2921/16379 micro_steps=38600 elapsed=47.1s lr=5.995553e-04 loss=2.1257 loss_recon=2.1257 loss_meanflow=0.0000 mean_model_t=0.5048 mean_corrupt_t=0.5048 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8064 corrupt_frac=0.5441 acc_corrupt=0.6491 loss_corrupt=2.1257 wrong_frac=0.4948 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2708 corrupt_frac_t_0p0_0p2=0.1984 acc_corrupt_t_0p2_0p4=0.4716 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.2079 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1972 out_w_norm=131.9323 out_g_norm=0.1627 loss_all=1.2803 init_gold_top10=0.4722 init_gold_top100=0.5213
+step=19350 epoch=2/62 epoch_step=2971/16379 micro_steps=38700 elapsed=46.2s lr=5.995527e-04 loss=2.1773 loss_recon=2.1773 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5504 acc_corrupt=0.6412 loss_corrupt=2.1773 wrong_frac=0.4986 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2571 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4597 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6872 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1926 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.2093 out_w_norm=131.9345 out_g_norm=0.1633 loss_all=1.1935 init_gold_top10=0.5018 init_gold_top100=0.5474
+step=19400 epoch=2/62 epoch_step=3021/16379 micro_steps=38800 elapsed=46.1s lr=5.995501e-04 loss=2.1673 loss_recon=2.1673 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8022 corrupt_frac=0.5467 acc_corrupt=0.6430 loss_corrupt=2.1673 wrong_frac=0.4999 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2609 corrupt_frac_t_0p0_0p2=0.2029 acc_corrupt_t_0p2_0p4=0.4735 corrupt_frac_t_0p2_0p4=0.1987 acc_corrupt_t_0p4_0p6=0.6906 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2002 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=131.9462 out_g_norm=0.1624 loss_all=1.2213 init_gold_top10=0.4982 init_gold_top100=0.5475
+step=19450 epoch=2/62 epoch_step=3071/16379 micro_steps=38900 elapsed=46.2s lr=5.995475e-04 loss=2.1899 loss_recon=2.1899 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8002 corrupt_frac=0.5472 acc_corrupt=0.6398 loss_corrupt=2.1899 wrong_frac=0.5043 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2612 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4672 corrupt_frac_t_0p2_0p4=0.2055 acc_corrupt_t_0p4_0p6=0.6953 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=131.9484 out_g_norm=0.1633 loss_all=1.1009 init_gold_top10=0.5076 init_gold_top100=0.5442
+step=19500 epoch=2/62 epoch_step=3121/16379 micro_steps=39000 elapsed=46.9s lr=5.995449e-04 loss=2.1968 loss_recon=2.1968 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7996 corrupt_frac=0.5490 acc_corrupt=0.6394 loss_corrupt=2.1968 wrong_frac=0.5020 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2482 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4718 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.6917 corrupt_frac_t_0p4_0p6=0.1993 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1949 out_w_norm=131.8947 out_g_norm=0.1635 loss_all=1.1503 init_gold_top10=0.5117 init_gold_top100=0.5583
+step=19550 epoch=2/62 epoch_step=3171/16379 micro_steps=39100 elapsed=46.7s lr=5.995423e-04 loss=2.1752 loss_recon=2.1752 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7996 corrupt_frac=0.5534 acc_corrupt=0.6424 loss_corrupt=2.1752 wrong_frac=0.4995 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2531 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.4702 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6894 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=131.8773 out_g_norm=0.1621 loss_all=1.1023 init_gold_top10=0.5471 init_gold_top100=0.5803
+step=19600 epoch=2/62 epoch_step=3221/16379 micro_steps=39200 elapsed=46.7s lr=5.995397e-04 loss=2.1717 loss_recon=2.1717 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5497 acc_corrupt=0.6432 loss_corrupt=2.1717 wrong_frac=0.5001 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2638 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.4665 corrupt_frac_t_0p2_0p4=0.1926 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2048 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=131.8898 out_g_norm=0.1630 loss_all=1.0464 init_gold_top10=0.4801 init_gold_top100=0.5224
+step=19650 epoch=2/62 epoch_step=3271/16379 micro_steps=39300 elapsed=46.5s lr=5.995371e-04 loss=2.2063 loss_recon=2.2063 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5505 acc_corrupt=0.6368 loss_corrupt=2.2063 wrong_frac=0.5058 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.2568 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4676 corrupt_frac_t_0p2_0p4=0.2093 acc_corrupt_t_0p4_0p6=0.6901 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8396 corrupt_frac_t_0p6_0p8=0.1899 acc_corrupt_t_0p8_1p0=0.9515 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=131.9125 out_g_norm=0.1636 loss_all=1.4280 init_gold_top10=0.4683 init_gold_top100=0.5198
+step=19700 epoch=2/62 epoch_step=3321/16379 micro_steps=39400 elapsed=46.6s lr=5.995345e-04 loss=2.1604 loss_recon=2.1604 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8026 corrupt_frac=0.5472 acc_corrupt=0.6440 loss_corrupt=2.1604 wrong_frac=0.5005 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2655 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4664 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.6888 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1958 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2011 out_w_norm=131.9231 out_g_norm=0.1631 loss_all=1.0128 init_gold_top10=0.5617 init_gold_top100=0.6025
+step=19750 epoch=2/62 epoch_step=3371/16379 micro_steps=39500 elapsed=46.7s lr=5.995318e-04 loss=2.1533 loss_recon=2.1533 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5453 acc_corrupt=0.6455 loss_corrupt=2.1533 wrong_frac=0.4955 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2611 corrupt_frac_t_0p0_0p2=0.1920 acc_corrupt_t_0p2_0p4=0.4579 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6930 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8378 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=131.9475 out_g_norm=0.1631 loss_all=1.2349 init_gold_top10=0.5189 init_gold_top100=0.5523
+step=19800 epoch=2/62 epoch_step=3421/16379 micro_steps=39600 elapsed=46.8s lr=5.995292e-04 loss=2.1471 loss_recon=2.1471 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8045 corrupt_frac=0.5452 acc_corrupt=0.6461 loss_corrupt=2.1471 wrong_frac=0.4966 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4679 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.6918 corrupt_frac_t_0p4_0p6=0.1938 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2015 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=131.9432 out_g_norm=0.1634 loss_all=1.0810 init_gold_top10=0.4774 init_gold_top100=0.5135
+step=19850 epoch=2/62 epoch_step=3471/16379 micro_steps=39700 elapsed=46.6s lr=5.995265e-04 loss=2.1507 loss_recon=2.1507 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5472 acc_corrupt=0.6452 loss_corrupt=2.1507 wrong_frac=0.4967 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2681 corrupt_frac_t_0p0_0p2=0.1924 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2054 acc_corrupt_t_0p4_0p6=0.6908 corrupt_frac_t_0p4_0p6=0.1993 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1980 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=131.9545 out_g_norm=0.1627 loss_all=1.2926 init_gold_top10=0.4630 init_gold_top100=0.5194
+step=19900 epoch=2/62 epoch_step=3521/16379 micro_steps=39800 elapsed=46.7s lr=5.995239e-04 loss=2.1170 loss_recon=2.1170 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5519 acc_corrupt=0.6499 loss_corrupt=2.1170 wrong_frac=0.4926 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.2634 corrupt_frac_t_0p0_0p2=0.1945 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.6882 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8386 corrupt_frac_t_0p6_0p8=0.2041 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2091 out_w_norm=131.9704 out_g_norm=0.1627 loss_all=1.2797 init_gold_top10=0.4961 init_gold_top100=0.5393
+step=19950 epoch=2/62 epoch_step=3571/16379 micro_steps=39900 elapsed=46.8s lr=5.995212e-04 loss=2.1749 loss_recon=2.1749 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5520 acc_corrupt=0.6421 loss_corrupt=2.1749 wrong_frac=0.4998 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.2566 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4759 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.6912 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1993 out_w_norm=131.9870 out_g_norm=0.1614 loss_all=1.2443 init_gold_top10=0.4974 init_gold_top100=0.5311
+step=20000 epoch=2/62 epoch_step=3621/16379 micro_steps=40000 elapsed=46.6s lr=5.995185e-04 loss=2.1835 loss_recon=2.1835 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5535 acc_corrupt=0.6410 loss_corrupt=2.1835 wrong_frac=0.5024 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2591 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.2054 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=132.0036 out_g_norm=0.1636 loss_all=1.4235 init_gold_top10=0.4419 init_gold_top100=0.4953
+step=20050 epoch=2/62 epoch_step=3671/16379 micro_steps=40100 elapsed=55.7s lr=5.995159e-04 loss=2.1890 loss_recon=2.1890 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5533 acc_corrupt=0.6393 loss_corrupt=2.1890 wrong_frac=0.5033 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2615 corrupt_frac_t_0p0_0p2=0.2033 acc_corrupt_t_0p2_0p4=0.4588 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1993 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1935 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=132.0041 out_g_norm=0.1633 loss_all=0.9953 init_gold_top10=0.5580 init_gold_top100=0.5880
+step=20100 epoch=2/62 epoch_step=3721/16379 micro_steps=40200 elapsed=46.4s lr=5.995132e-04 loss=2.1920 loss_recon=2.1920 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7986 corrupt_frac=0.5524 acc_corrupt=0.6400 loss_corrupt=2.1920 wrong_frac=0.5019 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.2572 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.4647 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6974 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1943 out_w_norm=132.0271 out_g_norm=0.1632 loss_all=1.0344 init_gold_top10=0.5586 init_gold_top100=0.5963
+step=20150 epoch=2/62 epoch_step=3771/16379 micro_steps=40300 elapsed=46.1s lr=5.995105e-04 loss=2.1620 loss_recon=2.1620 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5411 acc_corrupt=0.6417 loss_corrupt=2.1620 wrong_frac=0.5021 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2680 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.4681 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6883 corrupt_frac_t_0p4_0p6=0.1939 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=132.0493 out_g_norm=0.1645 loss_all=1.2049 init_gold_top10=0.5149 init_gold_top100=0.5488
+step=20200 epoch=2/62 epoch_step=3821/16379 micro_steps=40400 elapsed=46.2s lr=5.995078e-04 loss=2.1990 loss_recon=2.1990 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7970 corrupt_frac=0.5540 acc_corrupt=0.6384 loss_corrupt=2.1990 wrong_frac=0.5040 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2566 corrupt_frac_t_0p0_0p2=0.2067 acc_corrupt_t_0p2_0p4=0.4626 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6912 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=132.0601 out_g_norm=0.1634 loss_all=1.2630 init_gold_top10=0.4764 init_gold_top100=0.5155
+step=20250 epoch=2/62 epoch_step=3871/16379 micro_steps=40500 elapsed=46.5s lr=5.995051e-04 loss=2.2286 loss_recon=2.2286 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7951 corrupt_frac=0.5533 acc_corrupt=0.6342 loss_corrupt=2.2286 wrong_frac=0.5069 init_acc_corrupt=0.4574 acc_corrupt_t_0p0_0p2=0.2533 corrupt_frac_t_0p0_0p2=0.2124 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.6940 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=132.0694 out_g_norm=0.1622 loss_all=1.2598 init_gold_top10=0.4508 init_gold_top100=0.4929
+step=20300 epoch=2/62 epoch_step=3921/16379 micro_steps=40600 elapsed=46.6s lr=5.995024e-04 loss=2.1794 loss_recon=2.1794 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8020 corrupt_frac=0.5464 acc_corrupt=0.6421 loss_corrupt=2.1794 wrong_frac=0.4995 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2580 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4642 corrupt_frac_t_0p2_0p4=0.1927 acc_corrupt_t_0p4_0p6=0.6954 corrupt_frac_t_0p4_0p6=0.2035 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.1955 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=132.0844 out_g_norm=0.1617 loss_all=1.1949 init_gold_top10=0.4971 init_gold_top100=0.5331
+step=20350 epoch=2/62 epoch_step=3971/16379 micro_steps=40700 elapsed=46.3s lr=5.994996e-04 loss=2.1873 loss_recon=2.1873 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5535 acc_corrupt=0.6402 loss_corrupt=2.1873 wrong_frac=0.5020 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2596 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4629 corrupt_frac_t_0p2_0p4=0.2083 acc_corrupt_t_0p4_0p6=0.6923 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=132.1002 out_g_norm=0.1636 loss_all=1.2469 init_gold_top10=0.5152 init_gold_top100=0.5580
+step=20400 epoch=2/62 epoch_step=4021/16379 micro_steps=40800 elapsed=46.2s lr=5.994969e-04 loss=2.1926 loss_recon=2.1926 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5543 acc_corrupt=0.6395 loss_corrupt=2.1926 wrong_frac=0.5019 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4653 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.6892 corrupt_frac_t_0p4_0p6=0.2095 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1933 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=132.0888 out_g_norm=0.1628 loss_all=1.0370 init_gold_top10=0.5140 init_gold_top100=0.5468
+step=20450 epoch=2/62 epoch_step=4071/16379 micro_steps=40900 elapsed=46.2s lr=5.994942e-04 loss=2.1686 loss_recon=2.1686 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5515 acc_corrupt=0.6439 loss_corrupt=2.1686 wrong_frac=0.4971 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2593 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4636 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.6922 corrupt_frac_t_0p4_0p6=0.1910 acc_corrupt_t_0p6_0p8=0.8390 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2109 out_w_norm=132.0625 out_g_norm=0.1616 loss_all=1.1174 init_gold_top10=0.4950 init_gold_top100=0.5257
+step=20500 epoch=2/62 epoch_step=4121/16379 micro_steps=41000 elapsed=46.7s lr=5.994914e-04 loss=2.1996 loss_recon=2.1996 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7967 corrupt_frac=0.5548 acc_corrupt=0.6387 loss_corrupt=2.1996 wrong_frac=0.5024 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2593 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.4646 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6895 corrupt_frac_t_0p4_0p6=0.1920 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=132.0377 out_g_norm=0.1619 loss_all=1.1595 init_gold_top10=0.5100 init_gold_top100=0.5460
+step=20550 epoch=2/62 epoch_step=4171/16379 micro_steps=41100 elapsed=46.6s lr=5.994887e-04 loss=2.1956 loss_recon=2.1956 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5513 acc_corrupt=0.6392 loss_corrupt=2.1956 wrong_frac=0.5027 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2606 corrupt_frac_t_0p0_0p2=0.2115 acc_corrupt_t_0p2_0p4=0.4648 corrupt_frac_t_0p2_0p4=0.1847 acc_corrupt_t_0p4_0p6=0.6834 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8421 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=132.0412 out_g_norm=0.1613 loss_all=1.1237 init_gold_top10=0.5003 init_gold_top100=0.5419
+step=20600 epoch=2/62 epoch_step=4221/16379 micro_steps=41200 elapsed=46.4s lr=5.994859e-04 loss=2.2032 loss_recon=2.2032 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5474 acc_corrupt=0.6389 loss_corrupt=2.2032 wrong_frac=0.5031 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2581 corrupt_frac_t_0p0_0p2=0.2083 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.1939 acc_corrupt_t_0p4_0p6=0.6895 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8383 corrupt_frac_t_0p6_0p8=0.1898 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=132.0478 out_g_norm=0.1632 loss_all=1.2845 init_gold_top10=0.4455 init_gold_top100=0.4932
+step=20650 epoch=2/62 epoch_step=4271/16379 micro_steps=41300 elapsed=46.5s lr=5.994832e-04 loss=2.1520 loss_recon=2.1520 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5520 acc_corrupt=0.6455 loss_corrupt=2.1520 wrong_frac=0.4950 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.2588 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4733 corrupt_frac_t_0p2_0p4=0.1899 acc_corrupt_t_0p4_0p6=0.6872 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2095 out_w_norm=132.0338 out_g_norm=0.1622 loss_all=1.4007 init_gold_top10=0.4861 init_gold_top100=0.5282
+step=20700 epoch=2/62 epoch_step=4321/16379 micro_steps=41400 elapsed=46.6s lr=5.994804e-04 loss=2.1827 loss_recon=2.1827 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5496 acc_corrupt=0.6404 loss_corrupt=2.1827 wrong_frac=0.5043 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2666 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4659 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=131.9998 out_g_norm=0.1645 loss_all=1.3720 init_gold_top10=0.4273 init_gold_top100=0.4897
+step=20750 epoch=2/62 epoch_step=4371/16379 micro_steps=41500 elapsed=46.4s lr=5.994776e-04 loss=2.1740 loss_recon=2.1740 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7998 corrupt_frac=0.5523 acc_corrupt=0.6426 loss_corrupt=2.1740 wrong_frac=0.4993 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2558 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.4724 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.6919 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8413 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=131.9778 out_g_norm=0.1615 loss_all=1.2998 init_gold_top10=0.4980 init_gold_top100=0.5339
+step=20800 epoch=2/62 epoch_step=4421/16379 micro_steps=41600 elapsed=46.7s lr=5.994748e-04 loss=2.1625 loss_recon=2.1625 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5505 acc_corrupt=0.6429 loss_corrupt=2.1625 wrong_frac=0.5015 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.2657 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.4640 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6931 corrupt_frac_t_0p4_0p6=0.1996 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9521 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=131.9745 out_g_norm=0.1630 loss_all=1.5548 init_gold_top10=0.4188 init_gold_top100=0.4679
+step=20850 epoch=2/62 epoch_step=4471/16379 micro_steps=41700 elapsed=46.5s lr=5.994720e-04 loss=2.1495 loss_recon=2.1495 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5540 acc_corrupt=0.6461 loss_corrupt=2.1495 wrong_frac=0.4978 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2626 corrupt_frac_t_0p0_0p2=0.1918 acc_corrupt_t_0p2_0p4=0.4701 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.6895 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8434 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=131.9785 out_g_norm=0.1626 loss_all=1.0428 init_gold_top10=0.5689 init_gold_top100=0.6033
+step=20900 epoch=2/62 epoch_step=4521/16379 micro_steps=41800 elapsed=46.4s lr=5.994692e-04 loss=2.1719 loss_recon=2.1719 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5539 acc_corrupt=0.6434 loss_corrupt=2.1719 wrong_frac=0.4960 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2531 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4634 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6889 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=131.9976 out_g_norm=0.1626 loss_all=1.3911 init_gold_top10=0.4805 init_gold_top100=0.5349
+step=20950 epoch=2/62 epoch_step=4571/16379 micro_steps=41900 elapsed=46.6s lr=5.994664e-04 loss=2.1604 loss_recon=2.1604 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8018 corrupt_frac=0.5515 acc_corrupt=0.6448 loss_corrupt=2.1604 wrong_frac=0.4979 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2561 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.4721 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.1977 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=132.0144 out_g_norm=0.1622 loss_all=1.3124 init_gold_top10=0.4705 init_gold_top100=0.5129
+step=21000 epoch=2/62 epoch_step=4621/16379 micro_steps=42000 elapsed=46.8s lr=5.994636e-04 loss=2.1504 loss_recon=2.1504 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5513 acc_corrupt=0.6459 loss_corrupt=2.1504 wrong_frac=0.4975 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2612 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.4604 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.2113 acc_corrupt_t_0p6_0p8=0.8391 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1939 out_w_norm=132.0337 out_g_norm=0.1627 loss_all=0.9663 init_gold_top10=0.5308 init_gold_top100=0.5727
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+step=21150 epoch=2/62 epoch_step=4771/16379 micro_steps=42300 elapsed=46.5s lr=5.994551e-04 loss=2.2007 loss_recon=2.2007 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5495 acc_corrupt=0.6389 loss_corrupt=2.2007 wrong_frac=0.5038 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4675 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.6902 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1936 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=132.0797 out_g_norm=0.1636 loss_all=1.1595 init_gold_top10=0.5155 init_gold_top100=0.5479
+step=21200 epoch=2/62 epoch_step=4821/16379 micro_steps=42400 elapsed=47.0s lr=5.994522e-04 loss=2.1677 loss_recon=2.1677 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8007 corrupt_frac=0.5518 acc_corrupt=0.6432 loss_corrupt=2.1677 wrong_frac=0.5003 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4717 corrupt_frac_t_0p2_0p4=0.1982 acc_corrupt_t_0p4_0p6=0.6903 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8399 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9528 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=132.0809 out_g_norm=0.1628 loss_all=1.3162 init_gold_top10=0.4647 init_gold_top100=0.5158
+step=21250 epoch=2/62 epoch_step=4871/16379 micro_steps=42500 elapsed=46.8s lr=5.994494e-04 loss=2.1673 loss_recon=2.1673 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5545 acc_corrupt=0.6428 loss_corrupt=2.1673 wrong_frac=0.5002 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2600 corrupt_frac_t_0p0_0p2=0.2040 acc_corrupt_t_0p2_0p4=0.4630 corrupt_frac_t_0p2_0p4=0.1916 acc_corrupt_t_0p4_0p6=0.6952 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1934 out_w_norm=132.0233 out_g_norm=0.1614 loss_all=1.3379 init_gold_top10=0.4952 init_gold_top100=0.5374
+step=21300 epoch=2/62 epoch_step=4921/16379 micro_steps=42600 elapsed=47.1s lr=5.994465e-04 loss=2.1647 loss_recon=2.1647 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8026 corrupt_frac=0.5468 acc_corrupt=0.6433 loss_corrupt=2.1647 wrong_frac=0.5003 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2638 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4622 corrupt_frac_t_0p2_0p4=0.1958 acc_corrupt_t_0p4_0p6=0.6899 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=132.0052 out_g_norm=0.1621 loss_all=1.2332 init_gold_top10=0.4862 init_gold_top100=0.5250
+step=21350 epoch=2/62 epoch_step=4971/16379 micro_steps=42700 elapsed=46.7s lr=5.994436e-04 loss=2.1749 loss_recon=2.1749 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5466 acc_corrupt=0.6411 loss_corrupt=2.1749 wrong_frac=0.5032 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2664 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.4631 corrupt_frac_t_0p2_0p4=0.1977 acc_corrupt_t_0p4_0p6=0.6907 corrupt_frac_t_0p4_0p6=0.1983 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=132.0151 out_g_norm=0.1627 loss_all=1.3318 init_gold_top10=0.4709 init_gold_top100=0.5154
+step=21400 epoch=2/62 epoch_step=5021/16379 micro_steps=42800 elapsed=46.4s lr=5.994408e-04 loss=2.1450 loss_recon=2.1450 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8019 corrupt_frac=0.5520 acc_corrupt=0.6460 loss_corrupt=2.1450 wrong_frac=0.4988 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2658 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4643 corrupt_frac_t_0p2_0p4=0.1980 acc_corrupt_t_0p4_0p6=0.6955 corrupt_frac_t_0p4_0p6=0.2093 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=132.0304 out_g_norm=0.1641 loss_all=0.9299 init_gold_top10=0.4918 init_gold_top100=0.5314
+step=21450 epoch=2/62 epoch_step=5071/16379 micro_steps=42900 elapsed=46.8s lr=5.994379e-04 loss=2.1542 loss_recon=2.1542 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5464 acc_corrupt=0.6445 loss_corrupt=2.1542 wrong_frac=0.5000 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2602 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4711 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6955 corrupt_frac_t_0p4_0p6=0.2032 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=132.0436 out_g_norm=0.1636 loss_all=1.1854 init_gold_top10=0.4832 init_gold_top100=0.5263
+step=21500 epoch=2/62 epoch_step=5121/16379 micro_steps=43000 elapsed=47.4s lr=5.994350e-04 loss=2.1574 loss_recon=2.1574 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8020 corrupt_frac=0.5500 acc_corrupt=0.6445 loss_corrupt=2.1574 wrong_frac=0.4985 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.6935 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2029 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=132.0523 out_g_norm=0.1638 loss_all=1.1139 init_gold_top10=0.5315 init_gold_top100=0.5699
+step=21550 epoch=2/62 epoch_step=5171/16379 micro_steps=43100 elapsed=47.0s lr=5.994321e-04 loss=2.2022 loss_recon=2.2022 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5535 acc_corrupt=0.6386 loss_corrupt=2.2022 wrong_frac=0.5047 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.2535 corrupt_frac_t_0p0_0p2=0.2127 acc_corrupt_t_0p2_0p4=0.4685 corrupt_frac_t_0p2_0p4=0.1906 acc_corrupt_t_0p4_0p6=0.6953 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2005 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=132.0701 out_g_norm=0.1628 loss_all=1.3612 init_gold_top10=0.4713 init_gold_top100=0.5145
+step=21600 epoch=2/62 epoch_step=5221/16379 micro_steps=43200 elapsed=46.4s lr=5.994292e-04 loss=2.1967 loss_recon=2.1967 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5446 acc_corrupt=0.6393 loss_corrupt=2.1967 wrong_frac=0.5047 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2628 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.4618 corrupt_frac_t_0p2_0p4=0.2067 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1965 out_w_norm=132.0855 out_g_norm=0.1624 loss_all=1.0605 init_gold_top10=0.4924 init_gold_top100=0.5292
+step=21650 epoch=2/62 epoch_step=5271/16379 micro_steps=43300 elapsed=46.6s lr=5.994263e-04 loss=2.1565 loss_recon=2.1565 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5529 acc_corrupt=0.6450 loss_corrupt=2.1565 wrong_frac=0.4993 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2565 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4713 corrupt_frac_t_0p2_0p4=0.1976 acc_corrupt_t_0p4_0p6=0.6934 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=132.0929 out_g_norm=0.1622 loss_all=1.0203 init_gold_top10=0.5269 init_gold_top100=0.5548
+step=21700 epoch=2/62 epoch_step=5321/16379 micro_steps=43400 elapsed=46.7s lr=5.994233e-04 loss=2.1564 loss_recon=2.1564 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5457 acc_corrupt=0.6450 loss_corrupt=2.1564 wrong_frac=0.4988 init_acc_corrupt=0.4657 acc_corrupt_t_0p0_0p2=0.2674 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4658 corrupt_frac_t_0p2_0p4=0.2110 acc_corrupt_t_0p4_0p6=0.6964 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1926 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2065 out_w_norm=132.0741 out_g_norm=0.1630 loss_all=1.1772 init_gold_top10=0.4643 init_gold_top100=0.5089
+step=21750 epoch=2/62 epoch_step=5371/16379 micro_steps=43500 elapsed=46.7s lr=5.994204e-04 loss=2.1211 loss_recon=2.1211 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8052 corrupt_frac=0.5484 acc_corrupt=0.6493 loss_corrupt=2.1211 wrong_frac=0.4945 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.2746 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.4610 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.6905 corrupt_frac_t_0p4_0p6=0.1964 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2098 out_w_norm=132.0495 out_g_norm=0.1632 loss_all=1.4778 init_gold_top10=0.4241 init_gold_top100=0.4799
+step=21800 epoch=2/62 epoch_step=5421/16379 micro_steps=43600 elapsed=47.0s lr=5.994175e-04 loss=2.1195 loss_recon=2.1195 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5490 acc_corrupt=0.6501 loss_corrupt=2.1195 wrong_frac=0.4934 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2618 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4677 corrupt_frac_t_0p2_0p4=0.1901 acc_corrupt_t_0p4_0p6=0.6990 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8395 corrupt_frac_t_0p6_0p8=0.2088 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=132.0179 out_g_norm=0.1626 loss_all=1.2447 init_gold_top10=0.4880 init_gold_top100=0.5245
+step=21850 epoch=2/62 epoch_step=5471/16379 micro_steps=43700 elapsed=46.8s lr=5.994145e-04 loss=2.1883 loss_recon=2.1883 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5472 acc_corrupt=0.6399 loss_corrupt=2.1883 wrong_frac=0.5042 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.4662 corrupt_frac_t_0p2_0p4=0.2022 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.2046 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1908 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=132.0082 out_g_norm=0.1641 loss_all=1.0100 init_gold_top10=0.4969 init_gold_top100=0.5393
+step=21900 epoch=2/62 epoch_step=5521/16379 micro_steps=43800 elapsed=46.6s lr=5.994116e-04 loss=2.1655 loss_recon=2.1655 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8006 corrupt_frac=0.5532 acc_corrupt=0.6441 loss_corrupt=2.1655 wrong_frac=0.4981 init_acc_corrupt=0.4680 acc_corrupt_t_0p0_0p2=0.2590 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.4682 corrupt_frac_t_0p2_0p4=0.1894 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8385 corrupt_frac_t_0p6_0p8=0.2074 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=131.9831 out_g_norm=0.1625 loss_all=1.1164 init_gold_top10=0.5128 init_gold_top100=0.5529
+step=21950 epoch=2/62 epoch_step=5571/16379 micro_steps=43900 elapsed=46.7s lr=5.994086e-04 loss=2.1407 loss_recon=2.1407 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5476 acc_corrupt=0.6466 loss_corrupt=2.1407 wrong_frac=0.4981 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2632 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4682 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6945 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2045 out_w_norm=131.9716 out_g_norm=0.1629 loss_all=1.1545 init_gold_top10=0.5199 init_gold_top100=0.5587
+step=22000 epoch=2/62 epoch_step=5621/16379 micro_steps=44000 elapsed=46.5s lr=5.994056e-04 loss=2.1863 loss_recon=2.1863 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5503 acc_corrupt=0.6407 loss_corrupt=2.1863 wrong_frac=0.5043 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2553 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=131.9687 out_g_norm=0.1625 loss_all=1.2507 init_gold_top10=0.5025 init_gold_top100=0.5373
+step=22050 epoch=2/62 epoch_step=5671/16379 micro_steps=44100 elapsed=47.6s lr=5.994027e-04 loss=2.1397 loss_recon=2.1397 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5530 acc_corrupt=0.6472 loss_corrupt=2.1397 wrong_frac=0.4957 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2635 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.1928 acc_corrupt_t_0p4_0p6=0.6930 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2087 out_w_norm=131.9789 out_g_norm=0.1621 loss_all=1.1806 init_gold_top10=0.4789 init_gold_top100=0.5263
+step=22100 epoch=2/62 epoch_step=5721/16379 micro_steps=44200 elapsed=46.5s lr=5.993997e-04 loss=2.1741 loss_recon=2.1741 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8018 corrupt_frac=0.5461 acc_corrupt=0.6420 loss_corrupt=2.1741 wrong_frac=0.5027 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2675 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6949 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1987 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=131.9702 out_g_norm=0.1627 loss_all=1.2348 init_gold_top10=0.4937 init_gold_top100=0.5387
+step=22150 epoch=2/62 epoch_step=5771/16379 micro_steps=44300 elapsed=46.5s lr=5.993967e-04 loss=2.1912 loss_recon=2.1912 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5561 acc_corrupt=0.6402 loss_corrupt=2.1912 wrong_frac=0.5031 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2606 corrupt_frac_t_0p0_0p2=0.1904 acc_corrupt_t_0p2_0p4=0.4604 corrupt_frac_t_0p2_0p4=0.2127 acc_corrupt_t_0p4_0p6=0.6890 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8422 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=131.9711 out_g_norm=0.1620 loss_all=1.5788 init_gold_top10=0.4455 init_gold_top100=0.4890
+step=22200 epoch=2/62 epoch_step=5821/16379 micro_steps=44400 elapsed=46.5s lr=5.993937e-04 loss=2.2141 loss_recon=2.2141 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7984 corrupt_frac=0.5481 acc_corrupt=0.6371 loss_corrupt=2.2141 wrong_frac=0.5065 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.2563 corrupt_frac_t_0p0_0p2=0.2079 acc_corrupt_t_0p2_0p4=0.4680 corrupt_frac_t_0p2_0p4=0.2032 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1933 out_w_norm=131.9785 out_g_norm=0.1633 loss_all=0.9919 init_gold_top10=0.5437 init_gold_top100=0.5652
+step=22250 epoch=2/62 epoch_step=5871/16379 micro_steps=44500 elapsed=46.6s lr=5.993907e-04 loss=2.2464 loss_recon=2.2464 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7917 corrupt_frac=0.5587 acc_corrupt=0.6320 loss_corrupt=2.2464 wrong_frac=0.5103 init_acc_corrupt=0.4537 acc_corrupt_t_0p0_0p2=0.2522 corrupt_frac_t_0p0_0p2=0.2073 acc_corrupt_t_0p2_0p4=0.4603 corrupt_frac_t_0p2_0p4=0.2062 acc_corrupt_t_0p4_0p6=0.6927 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1890 out_w_norm=131.9968 out_g_norm=0.1619 loss_all=1.1251 init_gold_top10=0.5342 init_gold_top100=0.5784
+step=22300 epoch=2/62 epoch_step=5921/16379 micro_steps=44600 elapsed=46.9s lr=5.993877e-04 loss=2.1485 loss_recon=2.1485 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5482 acc_corrupt=0.6458 loss_corrupt=2.1485 wrong_frac=0.4985 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2663 corrupt_frac_t_0p0_0p2=0.1943 acc_corrupt_t_0p2_0p4=0.4618 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6892 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9519 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=132.0166 out_g_norm=0.1624 loss_all=1.1026 init_gold_top10=0.5001 init_gold_top100=0.5469
+step=22350 epoch=2/62 epoch_step=5971/16379 micro_steps=44700 elapsed=46.4s lr=5.993847e-04 loss=2.2360 loss_recon=2.2360 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7935 corrupt_frac=0.5571 acc_corrupt=0.6344 loss_corrupt=2.2360 wrong_frac=0.5076 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.2603 corrupt_frac_t_0p0_0p2=0.2134 acc_corrupt_t_0p2_0p4=0.4595 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.6907 corrupt_frac_t_0p4_0p6=0.1880 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=132.0293 out_g_norm=0.1625 loss_all=0.9067 init_gold_top10=0.5636 init_gold_top100=0.5896
+step=22400 epoch=2/62 epoch_step=6021/16379 micro_steps=44800 elapsed=46.6s lr=5.993816e-04 loss=2.1403 loss_recon=2.1403 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5531 acc_corrupt=0.6474 loss_corrupt=2.1403 wrong_frac=0.4965 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2633 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.4687 corrupt_frac_t_0p2_0p4=0.1839 acc_corrupt_t_0p4_0p6=0.6950 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9513 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=132.0296 out_g_norm=0.1632 loss_all=1.2405 init_gold_top10=0.4544 init_gold_top100=0.5078
+step=22450 epoch=2/62 epoch_step=6071/16379 micro_steps=44900 elapsed=46.6s lr=5.993786e-04 loss=2.1751 loss_recon=2.1751 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7982 corrupt_frac=0.5575 acc_corrupt=0.6427 loss_corrupt=2.1751 wrong_frac=0.4999 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.2579 corrupt_frac_t_0p0_0p2=0.2062 acc_corrupt_t_0p2_0p4=0.4723 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6910 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8400 corrupt_frac_t_0p6_0p8=0.2077 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=132.0112 out_g_norm=0.1620 loss_all=1.3966 init_gold_top10=0.4435 init_gold_top100=0.5022
+step=22500 epoch=2/62 epoch_step=6121/16379 micro_steps=45000 elapsed=46.7s lr=5.993756e-04 loss=2.1881 loss_recon=2.1881 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5518 acc_corrupt=0.6411 loss_corrupt=2.1881 wrong_frac=0.5023 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2609 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.4668 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.6929 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1902 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=132.0154 out_g_norm=0.1633 loss_all=1.1349 init_gold_top10=0.5670 init_gold_top100=0.5974
+step=22550 epoch=2/62 epoch_step=6171/16379 micro_steps=45100 elapsed=45.8s lr=5.993725e-04 loss=2.1802 loss_recon=2.1802 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5524 acc_corrupt=0.6409 loss_corrupt=2.1802 wrong_frac=0.5031 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2628 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4695 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6875 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8376 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=132.0087 out_g_norm=0.1638 loss_all=1.4404 init_gold_top10=0.4628 init_gold_top100=0.5194
+step=22600 epoch=2/62 epoch_step=6221/16379 micro_steps=45200 elapsed=46.3s lr=5.993695e-04 loss=2.1443 loss_recon=2.1443 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8025 corrupt_frac=0.5508 acc_corrupt=0.6460 loss_corrupt=2.1443 wrong_frac=0.4987 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2610 corrupt_frac_t_0p0_0p2=0.2059 acc_corrupt_t_0p2_0p4=0.4762 corrupt_frac_t_0p2_0p4=0.1892 acc_corrupt_t_0p4_0p6=0.6946 corrupt_frac_t_0p4_0p6=0.2047 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.1934 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=132.0066 out_g_norm=0.1620 loss_all=1.3087 init_gold_top10=0.4901 init_gold_top100=0.5344
+step=22650 epoch=2/62 epoch_step=6271/16379 micro_steps=45300 elapsed=46.1s lr=5.993664e-04 loss=2.1387 loss_recon=2.1387 loss_meanflow=0.0000 mean_model_t=0.5065 mean_corrupt_t=0.5065 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5506 acc_corrupt=0.6476 loss_corrupt=2.1387 wrong_frac=0.4954 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.2535 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.1942 acc_corrupt_t_0p4_0p6=0.6927 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2077 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=132.0198 out_g_norm=0.1610 loss_all=1.1917 init_gold_top10=0.5266 init_gold_top100=0.5656
+step=22700 epoch=2/62 epoch_step=6321/16379 micro_steps=45400 elapsed=46.3s lr=5.993633e-04 loss=2.1426 loss_recon=2.1426 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5466 acc_corrupt=0.6467 loss_corrupt=2.1426 wrong_frac=0.4973 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2657 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.4649 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1908 acc_corrupt_t_0p6_0p8=0.8382 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2139 out_w_norm=132.0218 out_g_norm=0.1625 loss_all=1.2382 init_gold_top10=0.4675 init_gold_top100=0.5074
+step=22750 epoch=2/62 epoch_step=6371/16379 micro_steps=45500 elapsed=46.2s lr=5.993602e-04 loss=2.1807 loss_recon=2.1807 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7991 corrupt_frac=0.5524 acc_corrupt=0.6411 loss_corrupt=2.1807 wrong_frac=0.5030 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2639 corrupt_frac_t_0p0_0p2=0.1936 acc_corrupt_t_0p2_0p4=0.4613 corrupt_frac_t_0p2_0p4=0.2135 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8379 corrupt_frac_t_0p6_0p8=0.2012 acc_corrupt_t_0p8_1p0=0.9529 corrupt_frac_t_0p8_1p0=0.1941 out_w_norm=132.0199 out_g_norm=0.1640 loss_all=1.1982 init_gold_top10=0.4910 init_gold_top100=0.5240
+step=22800 epoch=2/62 epoch_step=6421/16379 micro_steps=45600 elapsed=46.2s lr=5.993572e-04 loss=2.1524 loss_recon=2.1524 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5541 acc_corrupt=0.6457 loss_corrupt=2.1524 wrong_frac=0.4992 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2642 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4753 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6879 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.2029 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=132.0243 out_g_norm=0.1626 loss_all=1.2046 init_gold_top10=0.5273 init_gold_top100=0.5626
+step=22850 epoch=2/62 epoch_step=6471/16379 micro_steps=45700 elapsed=46.4s lr=5.993541e-04 loss=2.1387 loss_recon=2.1387 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8040 corrupt_frac=0.5496 acc_corrupt=0.6478 loss_corrupt=2.1387 wrong_frac=0.4964 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.2671 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4694 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.7041 corrupt_frac_t_0p4_0p6=0.1899 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2101 out_w_norm=132.0326 out_g_norm=0.1635 loss_all=1.4943 init_gold_top10=0.4412 init_gold_top100=0.4889
+step=22900 epoch=2/62 epoch_step=6521/16379 micro_steps=45800 elapsed=46.1s lr=5.993510e-04 loss=2.1534 loss_recon=2.1534 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5469 acc_corrupt=0.6451 loss_corrupt=2.1534 wrong_frac=0.4992 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2605 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.6934 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1858 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2132 out_w_norm=132.0374 out_g_norm=0.1631 loss_all=1.0050 init_gold_top10=0.5114 init_gold_top100=0.5455
+step=22950 epoch=2/62 epoch_step=6571/16379 micro_steps=45900 elapsed=46.2s lr=5.993479e-04 loss=2.1664 loss_recon=2.1664 loss_meanflow=0.0000 mean_model_t=0.4947 mean_corrupt_t=0.4947 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5462 acc_corrupt=0.6427 loss_corrupt=2.1664 wrong_frac=0.5031 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2703 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6945 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1951 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=132.0382 out_g_norm=0.1633 loss_all=1.2666 init_gold_top10=0.4755 init_gold_top100=0.5161
+step=23000 epoch=2/62 epoch_step=6621/16379 micro_steps=46000 elapsed=46.4s lr=5.993447e-04 loss=2.1735 loss_recon=2.1735 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8001 corrupt_frac=0.5525 acc_corrupt=0.6431 loss_corrupt=2.1735 wrong_frac=0.5010 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.4657 corrupt_frac_t_0p2_0p4=0.2070 acc_corrupt_t_0p4_0p6=0.6915 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1990 out_w_norm=132.0064 out_g_norm=0.1632 loss_all=1.7027 init_gold_top10=0.4611 init_gold_top100=0.5026
+step=23050 epoch=2/62 epoch_step=6671/16379 micro_steps=46100 elapsed=46.9s lr=5.993416e-04 loss=2.1458 loss_recon=2.1458 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5523 acc_corrupt=0.6463 loss_corrupt=2.1458 wrong_frac=0.4986 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2623 corrupt_frac_t_0p0_0p2=0.1904 acc_corrupt_t_0p2_0p4=0.4682 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.6935 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2020 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1964 out_w_norm=132.0043 out_g_norm=0.1619 loss_all=1.1468 init_gold_top10=0.5264 init_gold_top100=0.5677
+step=23100 epoch=2/62 epoch_step=6721/16379 micro_steps=46200 elapsed=46.1s lr=5.993385e-04 loss=2.1596 loss_recon=2.1596 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5471 acc_corrupt=0.6441 loss_corrupt=2.1596 wrong_frac=0.5003 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2688 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4592 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6959 corrupt_frac_t_0p4_0p6=0.1929 acc_corrupt_t_0p6_0p8=0.8402 corrupt_frac_t_0p6_0p8=0.1966 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=132.0007 out_g_norm=0.1632 loss_all=1.2330 init_gold_top10=0.5043 init_gold_top100=0.5346
+step=23150 epoch=2/62 epoch_step=6771/16379 micro_steps=46300 elapsed=46.0s lr=5.993354e-04 loss=2.1495 loss_recon=2.1495 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8024 corrupt_frac=0.5509 acc_corrupt=0.6459 loss_corrupt=2.1495 wrong_frac=0.4973 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.4674 corrupt_frac_t_0p2_0p4=0.1948 acc_corrupt_t_0p4_0p6=0.6916 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=131.9284 out_g_norm=0.1627 loss_all=1.1278 init_gold_top10=0.4960 init_gold_top100=0.5343
+step=23200 epoch=2/62 epoch_step=6821/16379 micro_steps=46400 elapsed=46.2s lr=5.993322e-04 loss=2.1321 loss_recon=2.1321 loss_meanflow=0.0000 mean_model_t=0.5055 mean_corrupt_t=0.5055 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5448 acc_corrupt=0.6492 loss_corrupt=2.1321 wrong_frac=0.4947 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2606 corrupt_frac_t_0p0_0p2=0.1898 acc_corrupt_t_0p2_0p4=0.4596 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.2002 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=131.8930 out_g_norm=0.1624 loss_all=1.3465 init_gold_top10=0.4396 init_gold_top100=0.4923
+step=23250 epoch=2/62 epoch_step=6871/16379 micro_steps=46500 elapsed=47.6s lr=5.993291e-04 loss=2.1714 loss_recon=2.1714 loss_meanflow=0.0000 mean_model_t=0.4951 mean_corrupt_t=0.4951 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5505 acc_corrupt=0.6422 loss_corrupt=2.1714 wrong_frac=0.5034 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2641 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4719 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6948 corrupt_frac_t_0p4_0p6=0.2054 acc_corrupt_t_0p6_0p8=0.8397 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=131.8831 out_g_norm=0.1648 loss_all=1.1897 init_gold_top10=0.4487 init_gold_top100=0.4913
+step=23300 epoch=2/62 epoch_step=6921/16379 micro_steps=46600 elapsed=46.9s lr=5.993259e-04 loss=2.2024 loss_recon=2.2024 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7973 corrupt_frac=0.5531 acc_corrupt=0.6379 loss_corrupt=2.2024 wrong_frac=0.5054 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2588 corrupt_frac_t_0p0_0p2=0.2088 acc_corrupt_t_0p2_0p4=0.4680 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6926 corrupt_frac_t_0p4_0p6=0.1996 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1899 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=131.8847 out_g_norm=0.1634 loss_all=1.1665 init_gold_top10=0.5256 init_gold_top100=0.5578
+step=23350 epoch=2/62 epoch_step=6971/16379 micro_steps=46700 elapsed=46.9s lr=5.993227e-04 loss=2.1537 loss_recon=2.1537 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8024 corrupt_frac=0.5476 acc_corrupt=0.6438 loss_corrupt=2.1537 wrong_frac=0.5005 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2646 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4701 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6926 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1914 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=131.8916 out_g_norm=0.1647 loss_all=1.3233 init_gold_top10=0.4452 init_gold_top100=0.4888
+step=23400 epoch=2/62 epoch_step=7021/16379 micro_steps=46800 elapsed=46.0s lr=5.993196e-04 loss=2.1569 loss_recon=2.1569 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5482 acc_corrupt=0.6453 loss_corrupt=2.1569 wrong_frac=0.4997 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2605 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4692 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.7002 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=131.8999 out_g_norm=0.1624 loss_all=1.1630 init_gold_top10=0.5050 init_gold_top100=0.5462
+step=23450 epoch=2/62 epoch_step=7071/16379 micro_steps=46900 elapsed=46.3s lr=5.993164e-04 loss=2.1673 loss_recon=2.1673 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5443 acc_corrupt=0.6429 loss_corrupt=2.1673 wrong_frac=0.5026 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2660 corrupt_frac_t_0p0_0p2=0.1980 acc_corrupt_t_0p2_0p4=0.4655 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6972 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1946 out_w_norm=131.9091 out_g_norm=0.1636 loss_all=1.3564 init_gold_top10=0.4822 init_gold_top100=0.5137
+step=23500 epoch=2/62 epoch_step=7121/16379 micro_steps=47000 elapsed=46.6s lr=5.993132e-04 loss=2.1362 loss_recon=2.1362 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5516 acc_corrupt=0.6485 loss_corrupt=2.1362 wrong_frac=0.4966 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2647 corrupt_frac_t_0p0_0p2=0.1930 acc_corrupt_t_0p2_0p4=0.4658 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.7006 corrupt_frac_t_0p4_0p6=0.1942 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.2065 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=131.8984 out_g_norm=0.1632 loss_all=1.0785 init_gold_top10=0.5284 init_gold_top100=0.5652
+step=23550 epoch=2/62 epoch_step=7171/16379 micro_steps=47100 elapsed=46.5s lr=5.993100e-04 loss=2.2066 loss_recon=2.2066 loss_meanflow=0.0000 mean_model_t=0.4912 mean_corrupt_t=0.4912 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7968 corrupt_frac=0.5520 acc_corrupt=0.6370 loss_corrupt=2.2066 wrong_frac=0.5090 init_acc_corrupt=0.4559 acc_corrupt_t_0p0_0p2=0.2617 corrupt_frac_t_0p0_0p2=0.2089 acc_corrupt_t_0p2_0p4=0.4643 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.6972 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=131.8637 out_g_norm=0.1636 loss_all=1.1664 init_gold_top10=0.4459 init_gold_top100=0.4916
+step=23600 epoch=2/62 epoch_step=7221/16379 micro_steps=47200 elapsed=46.2s lr=5.993068e-04 loss=2.1881 loss_recon=2.1881 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8002 corrupt_frac=0.5462 acc_corrupt=0.6394 loss_corrupt=2.1881 wrong_frac=0.5075 init_acc_corrupt=0.4578 acc_corrupt_t_0p0_0p2=0.2635 corrupt_frac_t_0p0_0p2=0.2057 acc_corrupt_t_0p2_0p4=0.4672 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6967 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8393 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=131.8489 out_g_norm=0.1641 loss_all=0.9201 init_gold_top10=0.5685 init_gold_top100=0.5874
+step=23650 epoch=2/62 epoch_step=7271/16379 micro_steps=47300 elapsed=46.5s lr=5.993036e-04 loss=2.1770 loss_recon=2.1770 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5485 acc_corrupt=0.6419 loss_corrupt=2.1770 wrong_frac=0.5042 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.2642 corrupt_frac_t_0p0_0p2=0.2076 acc_corrupt_t_0p2_0p4=0.4745 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6967 corrupt_frac_t_0p4_0p6=0.2049 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1945 acc_corrupt_t_0p8_1p0=0.9523 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=131.8455 out_g_norm=0.1638 loss_all=1.3172 init_gold_top10=0.4826 init_gold_top100=0.5280
+step=23700 epoch=2/62 epoch_step=7321/16379 micro_steps=47400 elapsed=46.6s lr=5.993004e-04 loss=2.1803 loss_recon=2.1803 loss_meanflow=0.0000 mean_model_t=0.4935 mean_corrupt_t=0.4935 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7991 corrupt_frac=0.5506 acc_corrupt=0.6397 loss_corrupt=2.1803 wrong_frac=0.5063 init_acc_corrupt=0.4586 acc_corrupt_t_0p0_0p2=0.2663 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.2092 acc_corrupt_t_0p4_0p6=0.6916 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.1916 out_w_norm=131.8555 out_g_norm=0.1640 loss_all=1.0998 init_gold_top10=0.5215 init_gold_top100=0.5615
+step=23750 epoch=2/62 epoch_step=7371/16379 micro_steps=47500 elapsed=46.4s lr=5.992971e-04 loss=2.1915 loss_recon=2.1915 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5586 acc_corrupt=0.6392 loss_corrupt=2.1915 wrong_frac=0.5050 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.2592 corrupt_frac_t_0p0_0p2=0.2042 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.2047 acc_corrupt_t_0p4_0p6=0.6903 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=131.8645 out_g_norm=0.1635 loss_all=1.3317 init_gold_top10=0.4815 init_gold_top100=0.5264
+step=23800 epoch=2/62 epoch_step=7421/16379 micro_steps=47600 elapsed=46.5s lr=5.992939e-04 loss=2.1750 loss_recon=2.1750 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5504 acc_corrupt=0.6420 loss_corrupt=2.1750 wrong_frac=0.5014 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2628 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4642 corrupt_frac_t_0p2_0p4=0.2043 acc_corrupt_t_0p4_0p6=0.6942 corrupt_frac_t_0p4_0p6=0.1955 acc_corrupt_t_0p6_0p8=0.8408 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=131.8699 out_g_norm=0.1623 loss_all=0.9596 init_gold_top10=0.5182 init_gold_top100=0.5432
+step=23850 epoch=2/62 epoch_step=7471/16379 micro_steps=47700 elapsed=46.3s lr=5.992906e-04 loss=2.1532 loss_recon=2.1532 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5525 acc_corrupt=0.6455 loss_corrupt=2.1532 wrong_frac=0.4968 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2605 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.4722 corrupt_frac_t_0p2_0p4=0.2057 acc_corrupt_t_0p4_0p6=0.6950 corrupt_frac_t_0p4_0p6=0.1885 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2080 out_w_norm=131.8731 out_g_norm=0.1620 loss_all=1.3002 init_gold_top10=0.5182 init_gold_top100=0.5552
+step=23900 epoch=2/62 epoch_step=7521/16379 micro_steps=47800 elapsed=46.6s lr=5.992874e-04 loss=2.1531 loss_recon=2.1531 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8024 corrupt_frac=0.5498 acc_corrupt=0.6450 loss_corrupt=2.1531 wrong_frac=0.5001 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4693 corrupt_frac_t_0p2_0p4=0.2036 acc_corrupt_t_0p4_0p6=0.6908 corrupt_frac_t_0p4_0p6=0.2046 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1961 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=131.8704 out_g_norm=0.1629 loss_all=1.0916 init_gold_top10=0.5145 init_gold_top100=0.5585
+step=23950 epoch=2/62 epoch_step=7571/16379 micro_steps=47900 elapsed=46.6s lr=5.992841e-04 loss=2.2094 loss_recon=2.2094 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5488 acc_corrupt=0.6363 loss_corrupt=2.2094 wrong_frac=0.5098 init_acc_corrupt=0.4540 acc_corrupt_t_0p0_0p2=0.2644 corrupt_frac_t_0p0_0p2=0.2018 acc_corrupt_t_0p2_0p4=0.4644 corrupt_frac_t_0p2_0p4=0.2116 acc_corrupt_t_0p4_0p6=0.6938 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.1842 out_w_norm=131.8553 out_g_norm=0.1646 loss_all=0.8834 init_gold_top10=0.5489 init_gold_top100=0.5748
+step=24000 epoch=2/62 epoch_step=7621/16379 micro_steps=48000 elapsed=46.5s lr=5.992809e-04 loss=2.1149 loss_recon=2.1149 loss_meanflow=0.0000 mean_model_t=0.5070 mean_corrupt_t=0.5070 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5496 acc_corrupt=0.6509 loss_corrupt=2.1149 wrong_frac=0.4920 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.4628 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6986 corrupt_frac_t_0p4_0p6=0.1923 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1948 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2159 out_w_norm=131.8419 out_g_norm=0.1629 loss_all=1.1680 init_gold_top10=0.5164 init_gold_top100=0.5445
+step=24050 epoch=2/62 epoch_step=7671/16379 micro_steps=48100 elapsed=47.5s lr=5.992776e-04 loss=2.1626 loss_recon=2.1626 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5504 acc_corrupt=0.6447 loss_corrupt=2.1626 wrong_frac=0.4992 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4625 corrupt_frac_t_0p2_0p4=0.1987 acc_corrupt_t_0p4_0p6=0.6933 corrupt_frac_t_0p4_0p6=0.1948 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1980 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2061 out_w_norm=131.8393 out_g_norm=0.1628 loss_all=0.9976 init_gold_top10=0.5348 init_gold_top100=0.5585
+step=24100 epoch=2/62 epoch_step=7721/16379 micro_steps=48200 elapsed=46.5s lr=5.992743e-04 loss=2.1756 loss_recon=2.1756 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5533 acc_corrupt=0.6415 loss_corrupt=2.1756 wrong_frac=0.5039 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2648 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4710 corrupt_frac_t_0p2_0p4=0.2083 acc_corrupt_t_0p4_0p6=0.6898 corrupt_frac_t_0p4_0p6=0.1924 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2034 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1943 out_w_norm=131.8298 out_g_norm=0.1632 loss_all=1.1017 init_gold_top10=0.5383 init_gold_top100=0.5730
+step=24150 epoch=2/62 epoch_step=7771/16379 micro_steps=48300 elapsed=46.5s lr=5.992710e-04 loss=2.2195 loss_recon=2.2195 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7950 corrupt_frac=0.5559 acc_corrupt=0.6363 loss_corrupt=2.2195 wrong_frac=0.5052 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.2574 corrupt_frac_t_0p0_0p2=0.2151 acc_corrupt_t_0p2_0p4=0.4634 corrupt_frac_t_0p2_0p4=0.2017 acc_corrupt_t_0p4_0p6=0.6946 corrupt_frac_t_0p4_0p6=0.1852 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1905 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=131.8143 out_g_norm=0.1618 loss_all=0.9947 init_gold_top10=0.5446 init_gold_top100=0.5789
+step=24200 epoch=2/62 epoch_step=7821/16379 micro_steps=48400 elapsed=46.5s lr=5.992678e-04 loss=2.1452 loss_recon=2.1452 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8048 corrupt_frac=0.5458 acc_corrupt=0.6468 loss_corrupt=2.1452 wrong_frac=0.4985 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.2620 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4719 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6980 corrupt_frac_t_0p4_0p6=0.2031 acc_corrupt_t_0p6_0p8=0.8425 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=131.7630 out_g_norm=0.1633 loss_all=1.6041 init_gold_top10=0.4371 init_gold_top100=0.4903
+step=24250 epoch=2/62 epoch_step=7871/16379 micro_steps=48500 elapsed=46.9s lr=5.992644e-04 loss=2.1668 loss_recon=2.1668 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5536 acc_corrupt=0.6451 loss_corrupt=2.1668 wrong_frac=0.4982 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.2522 corrupt_frac_t_0p0_0p2=0.1993 acc_corrupt_t_0p2_0p4=0.4585 corrupt_frac_t_0p2_0p4=0.1881 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.2126 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1976 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2024 out_w_norm=131.7153 out_g_norm=0.1623 loss_all=1.3222 init_gold_top10=0.4797 init_gold_top100=0.5263
+step=24300 epoch=2/62 epoch_step=7921/16379 micro_steps=48600 elapsed=46.8s lr=5.992611e-04 loss=2.1816 loss_recon=2.1816 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5546 acc_corrupt=0.6422 loss_corrupt=2.1816 wrong_frac=0.5004 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2525 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4715 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6982 corrupt_frac_t_0p4_0p6=0.1900 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=131.6663 out_g_norm=0.1622 loss_all=0.9406 init_gold_top10=0.5474 init_gold_top100=0.5808
+step=24350 epoch=2/62 epoch_step=7971/16379 micro_steps=48700 elapsed=46.6s lr=5.992578e-04 loss=2.1686 loss_recon=2.1686 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8015 corrupt_frac=0.5489 acc_corrupt=0.6432 loss_corrupt=2.1686 wrong_frac=0.5016 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2638 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6962 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=131.6529 out_g_norm=0.1627 loss_all=1.2257 init_gold_top10=0.4701 init_gold_top100=0.5110
+step=24400 epoch=2/62 epoch_step=8021/16379 micro_steps=48800 elapsed=46.3s lr=5.992545e-04 loss=2.1897 loss_recon=2.1897 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5507 acc_corrupt=0.6410 loss_corrupt=2.1897 wrong_frac=0.5005 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2539 corrupt_frac_t_0p0_0p2=0.2054 acc_corrupt_t_0p2_0p4=0.4735 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.6959 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1895 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=131.6587 out_g_norm=0.1624 loss_all=1.1892 init_gold_top10=0.4700 init_gold_top100=0.5152
+step=24450 epoch=2/62 epoch_step=8071/16379 micro_steps=48900 elapsed=46.5s lr=5.992512e-04 loss=2.1398 loss_recon=2.1398 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5505 acc_corrupt=0.6464 loss_corrupt=2.1398 wrong_frac=0.4991 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2648 corrupt_frac_t_0p0_0p2=0.1890 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.6946 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.2113 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1886 out_w_norm=131.6729 out_g_norm=0.1648 loss_all=1.0830 init_gold_top10=0.5424 init_gold_top100=0.5649
+step=24500 epoch=2/62 epoch_step=8121/16379 micro_steps=49000 elapsed=47.0s lr=5.992478e-04 loss=2.1930 loss_recon=2.1930 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7976 corrupt_frac=0.5532 acc_corrupt=0.6389 loss_corrupt=2.1930 wrong_frac=0.5067 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.2594 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.2050 acc_corrupt_t_0p4_0p6=0.6909 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9525 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=131.6478 out_g_norm=0.1623 loss_all=1.2825 init_gold_top10=0.4917 init_gold_top100=0.5331
+step=24550 epoch=2/62 epoch_step=8171/16379 micro_steps=49100 elapsed=46.1s lr=5.992445e-04 loss=2.1269 loss_recon=2.1269 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5498 acc_corrupt=0.6486 loss_corrupt=2.1269 wrong_frac=0.4972 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2663 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6968 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8417 corrupt_frac_t_0p6_0p8=0.2109 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=131.6275 out_g_norm=0.1629 loss_all=1.1621 init_gold_top10=0.5068 init_gold_top100=0.5457
+step=24600 epoch=2/62 epoch_step=8221/16379 micro_steps=49200 elapsed=46.1s lr=5.992411e-04 loss=2.1351 loss_recon=2.1351 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5510 acc_corrupt=0.6470 loss_corrupt=2.1351 wrong_frac=0.5016 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2719 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.4780 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6951 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8389 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=131.6336 out_g_norm=0.1628 loss_all=1.3358 init_gold_top10=0.4687 init_gold_top100=0.5115
+step=24650 epoch=2/62 epoch_step=8271/16379 micro_steps=49300 elapsed=46.2s lr=5.992378e-04 loss=2.1269 loss_recon=2.1269 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8041 corrupt_frac=0.5509 acc_corrupt=0.6490 loss_corrupt=2.1269 wrong_frac=0.4947 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.2646 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4662 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.1898 acc_corrupt_t_0p6_0p8=0.8412 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2143 out_w_norm=131.6472 out_g_norm=0.1628 loss_all=1.3615 init_gold_top10=0.4924 init_gold_top100=0.5274
+step=24700 epoch=2/62 epoch_step=8321/16379 micro_steps=49400 elapsed=46.0s lr=5.992344e-04 loss=2.1547 loss_recon=2.1547 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8027 corrupt_frac=0.5494 acc_corrupt=0.6453 loss_corrupt=2.1547 wrong_frac=0.4999 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2640 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.4686 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6962 corrupt_frac_t_0p4_0p6=0.1974 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9537 corrupt_frac_t_0p8_1p0=0.2068 out_w_norm=131.6529 out_g_norm=0.1627 loss_all=1.2216 init_gold_top10=0.5157 init_gold_top100=0.5485
+step=24750 epoch=2/62 epoch_step=8371/16379 micro_steps=49500 elapsed=46.6s lr=5.992310e-04 loss=2.1352 loss_recon=2.1352 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5478 acc_corrupt=0.6471 loss_corrupt=2.1352 wrong_frac=0.4983 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2678 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.4692 corrupt_frac_t_0p2_0p4=0.1980 acc_corrupt_t_0p4_0p6=0.6947 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2010 out_w_norm=131.6617 out_g_norm=0.1634 loss_all=0.9249 init_gold_top10=0.5272 init_gold_top100=0.5621
+step=24800 epoch=2/62 epoch_step=8421/16379 micro_steps=49600 elapsed=46.7s lr=5.992277e-04 loss=2.1671 loss_recon=2.1671 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8015 corrupt_frac=0.5498 acc_corrupt=0.6433 loss_corrupt=2.1671 wrong_frac=0.5033 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2636 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4678 corrupt_frac_t_0p2_0p4=0.2085 acc_corrupt_t_0p4_0p6=0.6949 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1971 acc_corrupt_t_0p8_1p0=0.9527 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=131.6743 out_g_norm=0.1627 loss_all=1.3946 init_gold_top10=0.4949 init_gold_top100=0.5421
+step=24850 epoch=2/62 epoch_step=8471/16379 micro_steps=49700 elapsed=46.7s lr=5.992243e-04 loss=2.1375 loss_recon=2.1375 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5537 acc_corrupt=0.6474 loss_corrupt=2.1375 wrong_frac=0.4980 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2666 corrupt_frac_t_0p0_0p2=0.2009 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.1960 acc_corrupt_t_0p4_0p6=0.6960 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2026 out_w_norm=131.6713 out_g_norm=0.1631 loss_all=0.8917 init_gold_top10=0.5632 init_gold_top100=0.5908
+step=24900 epoch=2/62 epoch_step=8521/16379 micro_steps=49800 elapsed=46.5s lr=5.992209e-04 loss=2.1895 loss_recon=2.1895 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5498 acc_corrupt=0.6397 loss_corrupt=2.1895 wrong_frac=0.5064 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.2649 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.4655 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6965 corrupt_frac_t_0p4_0p6=0.2002 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1939 out_w_norm=131.6258 out_g_norm=0.1637 loss_all=1.0117 init_gold_top10=0.5002 init_gold_top100=0.5388
+step=24950 epoch=2/62 epoch_step=8571/16379 micro_steps=49900 elapsed=46.5s lr=5.992175e-04 loss=2.1297 loss_recon=2.1297 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5495 acc_corrupt=0.6482 loss_corrupt=2.1297 wrong_frac=0.4990 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2631 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.4713 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.6951 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.2174 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1875 out_w_norm=131.5925 out_g_norm=0.1631 loss_all=1.0155 init_gold_top10=0.5294 init_gold_top100=0.5592
+step=25000 epoch=2/62 epoch_step=8621/16379 micro_steps=50000 elapsed=47.2s lr=5.992140e-04 loss=2.1918 loss_recon=2.1918 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5494 acc_corrupt=0.6392 loss_corrupt=2.1918 wrong_frac=0.5050 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.2569 corrupt_frac_t_0p0_0p2=0.2071 acc_corrupt_t_0p2_0p4=0.4722 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.6928 corrupt_frac_t_0p4_0p6=0.1911 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=131.5743 out_g_norm=0.1626 loss_all=1.1327 init_gold_top10=0.5146 init_gold_top100=0.5452
+step=25050 epoch=2/62 epoch_step=8671/16379 micro_steps=50100 elapsed=47.4s lr=5.992106e-04 loss=2.1899 loss_recon=2.1899 loss_meanflow=0.0000 mean_model_t=0.4954 mean_corrupt_t=0.4954 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5544 acc_corrupt=0.6404 loss_corrupt=2.1899 wrong_frac=0.5041 init_acc_corrupt=0.4606 acc_corrupt_t_0p0_0p2=0.2631 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4682 corrupt_frac_t_0p2_0p4=0.2125 acc_corrupt_t_0p4_0p6=0.6983 corrupt_frac_t_0p4_0p6=0.1886 acc_corrupt_t_0p6_0p8=0.8423 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=131.5632 out_g_norm=0.1613 loss_all=1.4427 init_gold_top10=0.4735 init_gold_top100=0.5223
+step=25100 epoch=2/62 epoch_step=8721/16379 micro_steps=50200 elapsed=46.1s lr=5.992072e-04 loss=2.1689 loss_recon=2.1689 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5529 acc_corrupt=0.6422 loss_corrupt=2.1689 wrong_frac=0.5049 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.2646 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6974 corrupt_frac_t_0p4_0p6=0.2037 acc_corrupt_t_0p6_0p8=0.8419 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=131.5429 out_g_norm=0.1627 loss_all=1.4950 init_gold_top10=0.4444 init_gold_top100=0.4885
+step=25150 epoch=2/62 epoch_step=8771/16379 micro_steps=50300 elapsed=46.0s lr=5.992038e-04 loss=2.1757 loss_recon=2.1757 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8007 corrupt_frac=0.5487 acc_corrupt=0.6416 loss_corrupt=2.1757 wrong_frac=0.5044 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2638 corrupt_frac_t_0p0_0p2=0.2048 acc_corrupt_t_0p2_0p4=0.4698 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.6914 corrupt_frac_t_0p4_0p6=0.2079 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1863 out_w_norm=131.5337 out_g_norm=0.1625 loss_all=1.4007 init_gold_top10=0.4399 init_gold_top100=0.4907
+step=25200 epoch=2/62 epoch_step=8821/16379 micro_steps=50400 elapsed=46.2s lr=5.992003e-04 loss=2.1594 loss_recon=2.1594 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5468 acc_corrupt=0.6439 loss_corrupt=2.1594 wrong_frac=0.5025 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.2648 corrupt_frac_t_0p0_0p2=0.2054 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1929 acc_corrupt_t_0p4_0p6=0.6938 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1927 out_w_norm=131.5363 out_g_norm=0.1637 loss_all=1.3579 init_gold_top10=0.4251 init_gold_top100=0.4637
+step=25250 epoch=2/62 epoch_step=8871/16379 micro_steps=50500 elapsed=46.9s lr=5.991969e-04 loss=2.1058 loss_recon=2.1058 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8064 corrupt_frac=0.5514 acc_corrupt=0.6529 loss_corrupt=2.1058 wrong_frac=0.4919 init_acc_corrupt=0.4742 acc_corrupt_t_0p0_0p2=0.2663 corrupt_frac_t_0p0_0p2=0.1869 acc_corrupt_t_0p2_0p4=0.4721 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6959 corrupt_frac_t_0p4_0p6=0.2088 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=131.5428 out_g_norm=0.1616 loss_all=0.9466 init_gold_top10=0.5272 init_gold_top100=0.5488
+step=25300 epoch=2/62 epoch_step=8921/16379 micro_steps=50600 elapsed=46.3s lr=5.991934e-04 loss=2.1445 loss_recon=2.1445 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5487 acc_corrupt=0.6466 loss_corrupt=2.1445 wrong_frac=0.5000 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2691 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4675 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.6930 corrupt_frac_t_0p4_0p6=0.2079 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1890 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=131.5435 out_g_norm=0.1621 loss_all=1.2610 init_gold_top10=0.4357 init_gold_top100=0.4772
+step=25350 epoch=2/62 epoch_step=8971/16379 micro_steps=50700 elapsed=46.0s lr=5.991900e-04 loss=2.1474 loss_recon=2.1474 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5492 acc_corrupt=0.6463 loss_corrupt=2.1474 wrong_frac=0.4993 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2691 corrupt_frac_t_0p0_0p2=0.2109 acc_corrupt_t_0p2_0p4=0.4732 corrupt_frac_t_0p2_0p4=0.1890 acc_corrupt_t_0p4_0p6=0.6978 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1975 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=131.5134 out_g_norm=0.1631 loss_all=1.4206 init_gold_top10=0.4665 init_gold_top100=0.5138
+step=25400 epoch=2/62 epoch_step=9021/16379 micro_steps=50800 elapsed=46.2s lr=5.991865e-04 loss=2.1226 loss_recon=2.1226 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5443 acc_corrupt=0.6500 loss_corrupt=2.1226 wrong_frac=0.4955 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2582 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4741 corrupt_frac_t_0p2_0p4=0.1880 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2053 out_w_norm=131.4688 out_g_norm=0.1638 loss_all=1.1679 init_gold_top10=0.5337 init_gold_top100=0.5643
+step=25450 epoch=2/62 epoch_step=9071/16379 micro_steps=50900 elapsed=46.1s lr=5.991830e-04 loss=2.1500 loss_recon=2.1500 loss_meanflow=0.0000 mean_model_t=0.4950 mean_corrupt_t=0.4950 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5460 acc_corrupt=0.6449 loss_corrupt=2.1500 wrong_frac=0.5036 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2653 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6960 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8403 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1989 out_w_norm=131.4297 out_g_norm=0.1643 loss_all=1.1469 init_gold_top10=0.4691 init_gold_top100=0.5179
+step=25500 epoch=2/62 epoch_step=9121/16379 micro_steps=51000 elapsed=46.6s lr=5.991795e-04 loss=2.1920 loss_recon=2.1920 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7959 corrupt_frac=0.5603 acc_corrupt=0.6401 loss_corrupt=2.1920 wrong_frac=0.5043 init_acc_corrupt=0.4615 acc_corrupt_t_0p0_0p2=0.2581 corrupt_frac_t_0p0_0p2=0.2006 acc_corrupt_t_0p2_0p4=0.4706 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6910 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=131.4086 out_g_norm=0.1618 loss_all=1.4568 init_gold_top10=0.4521 init_gold_top100=0.4965
+step=25550 epoch=2/62 epoch_step=9171/16379 micro_steps=51100 elapsed=46.5s lr=5.991760e-04 loss=2.1807 loss_recon=2.1807 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5494 acc_corrupt=0.6418 loss_corrupt=2.1807 wrong_frac=0.5014 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2594 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4639 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6966 corrupt_frac_t_0p4_0p6=0.2033 acc_corrupt_t_0p6_0p8=0.8406 corrupt_frac_t_0p6_0p8=0.1939 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=131.3999 out_g_norm=0.1624 loss_all=1.2616 init_gold_top10=0.4838 init_gold_top100=0.5240
+step=25600 epoch=2/62 epoch_step=9221/16379 micro_steps=51200 elapsed=46.8s lr=5.991725e-04 loss=2.1990 loss_recon=2.1990 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7977 corrupt_frac=0.5534 acc_corrupt=0.6389 loss_corrupt=2.1990 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2562 corrupt_frac_t_0p0_0p2=0.2128 acc_corrupt_t_0p2_0p4=0.4598 corrupt_frac_t_0p2_0p4=0.1939 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2037 out_w_norm=131.3932 out_g_norm=0.1615 loss_all=1.1122 init_gold_top10=0.5120 init_gold_top100=0.5466
+step=25650 epoch=2/62 epoch_step=9271/16379 micro_steps=51300 elapsed=46.4s lr=5.991690e-04 loss=2.1160 loss_recon=2.1160 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8063 corrupt_frac=0.5474 acc_corrupt=0.6506 loss_corrupt=2.1160 wrong_frac=0.4957 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.2672 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.4723 corrupt_frac_t_0p2_0p4=0.1949 acc_corrupt_t_0p4_0p6=0.6919 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8405 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2045 out_w_norm=131.3515 out_g_norm=0.1621 loss_all=1.2015 init_gold_top10=0.4568 init_gold_top100=0.5001
+step=25700 epoch=2/62 epoch_step=9321/16379 micro_steps=51400 elapsed=46.6s lr=5.991655e-04 loss=2.1768 loss_recon=2.1768 loss_meanflow=0.0000 mean_model_t=0.4939 mean_corrupt_t=0.4939 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7994 corrupt_frac=0.5514 acc_corrupt=0.6408 loss_corrupt=2.1768 wrong_frac=0.5068 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.2660 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.4688 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6961 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1910 out_w_norm=131.3086 out_g_norm=0.1636 loss_all=0.9544 init_gold_top10=0.5213 init_gold_top100=0.5566
+step=25750 epoch=2/62 epoch_step=9371/16379 micro_steps=51500 elapsed=46.3s lr=5.991620e-04 loss=2.1441 loss_recon=2.1441 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5467 acc_corrupt=0.6456 loss_corrupt=2.1441 wrong_frac=0.5006 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2632 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4739 corrupt_frac_t_0p2_0p4=0.2057 acc_corrupt_t_0p4_0p6=0.6941 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8443 corrupt_frac_t_0p6_0p8=0.1957 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=131.2900 out_g_norm=0.1651 loss_all=1.1101 init_gold_top10=0.5129 init_gold_top100=0.5543
+step=25800 epoch=2/62 epoch_step=9421/16379 micro_steps=51600 elapsed=46.5s lr=5.991584e-04 loss=2.1385 loss_recon=2.1385 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8060 corrupt_frac=0.5420 acc_corrupt=0.6465 loss_corrupt=2.1385 wrong_frac=0.5018 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2733 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4749 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=131.2847 out_g_norm=0.1640 loss_all=1.3957 init_gold_top10=0.4616 init_gold_top100=0.5055
+step=25850 epoch=2/62 epoch_step=9471/16379 micro_steps=51700 elapsed=47.0s lr=5.991549e-04 loss=2.1329 loss_recon=2.1329 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5552 acc_corrupt=0.6489 loss_corrupt=2.1329 wrong_frac=0.4966 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2635 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.4697 corrupt_frac_t_0p2_0p4=0.2041 acc_corrupt_t_0p4_0p6=0.6968 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=131.3015 out_g_norm=0.1628 loss_all=1.2573 init_gold_top10=0.5433 init_gold_top100=0.5784
+step=25900 epoch=2/62 epoch_step=9521/16379 micro_steps=51800 elapsed=46.5s lr=5.991514e-04 loss=2.1429 loss_recon=2.1429 loss_meanflow=0.0000 mean_model_t=0.4940 mean_corrupt_t=0.4940 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5461 acc_corrupt=0.6447 loss_corrupt=2.1429 wrong_frac=0.5049 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2762 corrupt_frac_t_0p0_0p2=0.2001 acc_corrupt_t_0p2_0p4=0.4724 corrupt_frac_t_0p2_0p4=0.2046 acc_corrupt_t_0p4_0p6=0.6932 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1972 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1933 out_w_norm=131.3108 out_g_norm=0.1651 loss_all=1.1616 init_gold_top10=0.5016 init_gold_top100=0.5424
+step=25950 epoch=2/62 epoch_step=9571/16379 micro_steps=51900 elapsed=46.4s lr=5.991478e-04 loss=2.1333 loss_recon=2.1333 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5488 acc_corrupt=0.6476 loss_corrupt=2.1333 wrong_frac=0.4990 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2693 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4708 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1923 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=131.3078 out_g_norm=0.1634 loss_all=1.1461 init_gold_top10=0.5273 init_gold_top100=0.5632
+step=26000 epoch=2/62 epoch_step=9621/16379 micro_steps=52000 elapsed=46.7s lr=5.991443e-04 loss=2.0763 loss_recon=2.0763 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8099 corrupt_frac=0.5441 acc_corrupt=0.6552 loss_corrupt=2.0763 wrong_frac=0.4942 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.2740 corrupt_frac_t_0p0_0p2=0.1937 acc_corrupt_t_0p2_0p4=0.4788 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.7022 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2054 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1997 out_w_norm=131.3011 out_g_norm=0.1635 loss_all=0.8637 init_gold_top10=0.5444 init_gold_top100=0.5829
+step=26050 epoch=2/62 epoch_step=9671/16379 micro_steps=52100 elapsed=47.5s lr=5.991407e-04 loss=2.1884 loss_recon=2.1884 loss_meanflow=0.0000 mean_model_t=0.4930 mean_corrupt_t=0.4930 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5478 acc_corrupt=0.6399 loss_corrupt=2.1884 wrong_frac=0.5081 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.2642 corrupt_frac_t_0p0_0p2=0.2142 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.1936 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1939 out_w_norm=131.2786 out_g_norm=0.1645 loss_all=1.2483 init_gold_top10=0.4954 init_gold_top100=0.5335
+step=26100 epoch=2/62 epoch_step=9721/16379 micro_steps=52200 elapsed=46.6s lr=5.991371e-04 loss=2.1015 loss_recon=2.1015 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5513 acc_corrupt=0.6533 loss_corrupt=2.1015 wrong_frac=0.4923 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.2668 corrupt_frac_t_0p0_0p2=0.1914 acc_corrupt_t_0p2_0p4=0.4716 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6951 corrupt_frac_t_0p4_0p6=0.2035 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2070 out_w_norm=131.2261 out_g_norm=0.1626 loss_all=1.1344 init_gold_top10=0.4847 init_gold_top100=0.5259
+step=26150 epoch=2/62 epoch_step=9771/16379 micro_steps=52300 elapsed=47.3s lr=5.991335e-04 loss=2.1575 loss_recon=2.1575 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8006 corrupt_frac=0.5544 acc_corrupt=0.6449 loss_corrupt=2.1575 wrong_frac=0.4992 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2556 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4751 corrupt_frac_t_0p2_0p4=0.1977 acc_corrupt_t_0p4_0p6=0.6937 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8387 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1986 out_w_norm=131.2005 out_g_norm=0.1618 loss_all=1.1718 init_gold_top10=0.4621 init_gold_top100=0.5028
+step=26200 epoch=2/62 epoch_step=9821/16379 micro_steps=52400 elapsed=46.8s lr=5.991299e-04 loss=2.1970 loss_recon=2.1970 loss_meanflow=0.0000 mean_model_t=0.4941 mean_corrupt_t=0.4941 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7979 corrupt_frac=0.5517 acc_corrupt=0.6382 loss_corrupt=2.1970 wrong_frac=0.5077 init_acc_corrupt=0.4573 acc_corrupt_t_0p0_0p2=0.2657 corrupt_frac_t_0p0_0p2=0.2151 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.1942 acc_corrupt_t_0p4_0p6=0.6915 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8418 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1945 out_w_norm=131.1994 out_g_norm=0.1636 loss_all=1.6084 init_gold_top10=0.4257 init_gold_top100=0.4798
+step=26250 epoch=2/62 epoch_step=9871/16379 micro_steps=52500 elapsed=47.9s lr=5.991263e-04 loss=2.1353 loss_recon=2.1353 loss_meanflow=0.0000 mean_model_t=0.5069 mean_corrupt_t=0.5069 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8041 corrupt_frac=0.5515 acc_corrupt=0.6491 loss_corrupt=2.1353 wrong_frac=0.4946 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2647 corrupt_frac_t_0p0_0p2=0.1892 acc_corrupt_t_0p2_0p4=0.4617 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8429 corrupt_frac_t_0p6_0p8=0.1990 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=131.1724 out_g_norm=0.1614 loss_all=1.7304 init_gold_top10=0.3511 init_gold_top100=0.4076
+step=26300 epoch=2/62 epoch_step=9921/16379 micro_steps=52600 elapsed=54.1s lr=5.991227e-04 loss=2.1881 loss_recon=2.1881 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7989 corrupt_frac=0.5522 acc_corrupt=0.6400 loss_corrupt=2.1881 wrong_frac=0.5055 init_acc_corrupt=0.4588 acc_corrupt_t_0p0_0p2=0.2613 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.4666 corrupt_frac_t_0p2_0p4=0.2148 acc_corrupt_t_0p4_0p6=0.6955 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1915 acc_corrupt_t_0p8_1p0=0.9526 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=131.1409 out_g_norm=0.1640 loss_all=1.3122 init_gold_top10=0.4871 init_gold_top100=0.5217
+step=26350 epoch=2/62 epoch_step=9971/16379 micro_steps=52700 elapsed=47.2s lr=5.991191e-04 loss=2.1362 loss_recon=2.1362 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8040 corrupt_frac=0.5485 acc_corrupt=0.6470 loss_corrupt=2.1362 wrong_frac=0.5008 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2665 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4789 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6965 corrupt_frac_t_0p4_0p6=0.2043 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9517 corrupt_frac_t_0p8_1p0=0.1961 out_w_norm=131.1052 out_g_norm=0.1634 loss_all=1.2649 init_gold_top10=0.4828 init_gold_top100=0.5128
+step=26400 epoch=2/62 epoch_step=10021/16379 micro_steps=52800 elapsed=45.9s lr=5.991155e-04 loss=2.1299 loss_recon=2.1299 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5495 acc_corrupt=0.6483 loss_corrupt=2.1299 wrong_frac=0.4980 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.2714 corrupt_frac_t_0p0_0p2=0.1879 acc_corrupt_t_0p2_0p4=0.4687 corrupt_frac_t_0p2_0p4=0.2110 acc_corrupt_t_0p4_0p6=0.6923 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8427 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=131.0771 out_g_norm=0.1640 loss_all=1.2209 init_gold_top10=0.4986 init_gold_top100=0.5438
+step=26450 epoch=2/62 epoch_step=10071/16379 micro_steps=52900 elapsed=46.3s lr=5.991119e-04 loss=2.1318 loss_recon=2.1318 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5460 acc_corrupt=0.6480 loss_corrupt=2.1318 wrong_frac=0.4979 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2645 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4727 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.7012 corrupt_frac_t_0p4_0p6=0.1928 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2006 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=131.0577 out_g_norm=0.1638 loss_all=1.0101 init_gold_top10=0.5405 init_gold_top100=0.5722
+step=26500 epoch=2/62 epoch_step=10121/16379 micro_steps=53000 elapsed=47.0s lr=5.991082e-04 loss=2.1725 loss_recon=2.1725 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5516 acc_corrupt=0.6436 loss_corrupt=2.1725 wrong_frac=0.4996 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2576 corrupt_frac_t_0p0_0p2=0.2105 acc_corrupt_t_0p2_0p4=0.4675 corrupt_frac_t_0p2_0p4=0.1899 acc_corrupt_t_0p4_0p6=0.6951 corrupt_frac_t_0p4_0p6=0.1914 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=131.0642 out_g_norm=0.1622 loss_all=1.5320 init_gold_top10=0.4676 init_gold_top100=0.5167
+step=26550 epoch=2/62 epoch_step=10171/16379 micro_steps=53100 elapsed=47.0s lr=5.991046e-04 loss=2.1609 loss_recon=2.1609 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5452 acc_corrupt=0.6431 loss_corrupt=2.1609 wrong_frac=0.5042 init_acc_corrupt=0.4603 acc_corrupt_t_0p0_0p2=0.2706 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.4690 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.6970 corrupt_frac_t_0p4_0p6=0.1991 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=131.0586 out_g_norm=0.1645 loss_all=1.2861 init_gold_top10=0.4390 init_gold_top100=0.4918
+step=26600 epoch=2/62 epoch_step=10221/16379 micro_steps=53200 elapsed=46.5s lr=5.991010e-04 loss=2.1359 loss_recon=2.1359 loss_meanflow=0.0000 mean_model_t=0.5054 mean_corrupt_t=0.5054 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5503 acc_corrupt=0.6475 loss_corrupt=2.1359 wrong_frac=0.4980 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2593 corrupt_frac_t_0p0_0p2=0.1913 acc_corrupt_t_0p2_0p4=0.4681 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6948 corrupt_frac_t_0p4_0p6=0.2102 acc_corrupt_t_0p6_0p8=0.8426 corrupt_frac_t_0p6_0p8=0.1933 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2045 out_w_norm=131.0418 out_g_norm=0.1638 loss_all=0.9935 init_gold_top10=0.5558 init_gold_top100=0.5783
+step=26650 epoch=2/62 epoch_step=10271/16379 micro_steps=53300 elapsed=46.5s lr=5.990973e-04 loss=2.1472 loss_recon=2.1472 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5440 acc_corrupt=0.6460 loss_corrupt=2.1472 wrong_frac=0.5014 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2637 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.4761 corrupt_frac_t_0p2_0p4=0.2126 acc_corrupt_t_0p4_0p6=0.6976 corrupt_frac_t_0p4_0p6=0.1971 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=131.0475 out_g_norm=0.1633 loss_all=1.1100 init_gold_top10=0.5055 init_gold_top100=0.5330
+step=26700 epoch=2/62 epoch_step=10321/16379 micro_steps=53400 elapsed=46.5s lr=5.990936e-04 loss=2.1405 loss_recon=2.1405 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5528 acc_corrupt=0.6477 loss_corrupt=2.1405 wrong_frac=0.4982 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2579 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4823 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6987 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=131.0497 out_g_norm=0.1629 loss_all=1.1027 init_gold_top10=0.5084 init_gold_top100=0.5454
+step=26750 epoch=2/62 epoch_step=10371/16379 micro_steps=53500 elapsed=46.5s lr=5.990900e-04 loss=2.1241 loss_recon=2.1241 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5533 acc_corrupt=0.6497 loss_corrupt=2.1241 wrong_frac=0.4947 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.2651 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4711 corrupt_frac_t_0p2_0p4=0.2080 acc_corrupt_t_0p4_0p6=0.6947 corrupt_frac_t_0p4_0p6=0.1907 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2073 out_w_norm=131.0131 out_g_norm=0.1632 loss_all=0.9836 init_gold_top10=0.5583 init_gold_top100=0.5939
+step=26800 epoch=2/62 epoch_step=10421/16379 micro_steps=53600 elapsed=46.8s lr=5.990863e-04 loss=2.1254 loss_recon=2.1254 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5464 acc_corrupt=0.6477 loss_corrupt=2.1254 wrong_frac=0.5035 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2723 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.4788 corrupt_frac_t_0p2_0p4=0.2105 acc_corrupt_t_0p4_0p6=0.7053 corrupt_frac_t_0p4_0p6=0.1964 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2063 acc_corrupt_t_0p8_1p0=0.9524 corrupt_frac_t_0p8_1p0=0.1899 out_w_norm=130.9843 out_g_norm=0.1635 loss_all=1.3507 init_gold_top10=0.4648 init_gold_top100=0.5106
+step=26850 epoch=2/62 epoch_step=10471/16379 micro_steps=53700 elapsed=46.5s lr=5.990826e-04 loss=2.1386 loss_recon=2.1386 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8022 corrupt_frac=0.5543 acc_corrupt=0.6477 loss_corrupt=2.1386 wrong_frac=0.4958 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2577 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4673 corrupt_frac_t_0p2_0p4=0.1934 acc_corrupt_t_0p4_0p6=0.6983 corrupt_frac_t_0p4_0p6=0.1909 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2065 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2064 out_w_norm=130.9348 out_g_norm=0.1619 loss_all=1.3049 init_gold_top10=0.4746 init_gold_top100=0.5176
+step=26900 epoch=2/62 epoch_step=10521/16379 micro_steps=53800 elapsed=46.5s lr=5.990789e-04 loss=2.1232 loss_recon=2.1232 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8057 corrupt_frac=0.5472 acc_corrupt=0.6490 loss_corrupt=2.1232 wrong_frac=0.4993 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.2713 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6924 corrupt_frac_t_0p4_0p6=0.2086 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.1995 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=130.9265 out_g_norm=0.1637 loss_all=1.2832 init_gold_top10=0.4614 init_gold_top100=0.5134
+step=26950 epoch=2/62 epoch_step=10571/16379 micro_steps=53900 elapsed=46.5s lr=5.990752e-04 loss=2.1070 loss_recon=2.1070 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8076 corrupt_frac=0.5442 acc_corrupt=0.6508 loss_corrupt=2.1070 wrong_frac=0.4973 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2621 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4836 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.6963 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8407 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=130.9237 out_g_norm=0.1644 loss_all=1.2062 init_gold_top10=0.5171 init_gold_top100=0.5559
+step=27000 epoch=2/62 epoch_step=10621/16379 micro_steps=54000 elapsed=46.7s lr=5.990715e-04 loss=2.1950 loss_recon=2.1950 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7980 corrupt_frac=0.5541 acc_corrupt=0.6397 loss_corrupt=2.1950 wrong_frac=0.5052 init_acc_corrupt=0.4593 acc_corrupt_t_0p0_0p2=0.2594 corrupt_frac_t_0p0_0p2=0.2033 acc_corrupt_t_0p2_0p4=0.4709 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6945 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1958 out_w_norm=130.9141 out_g_norm=0.1620 loss_all=1.1938 init_gold_top10=0.5266 init_gold_top100=0.5609
+step=27050 epoch=2/62 epoch_step=10671/16379 micro_steps=54100 elapsed=47.5s lr=5.990678e-04 loss=2.1060 loss_recon=2.1060 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8060 corrupt_frac=0.5506 acc_corrupt=0.6525 loss_corrupt=2.1060 wrong_frac=0.4927 init_acc_corrupt=0.4739 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4738 corrupt_frac_t_0p2_0p4=0.1910 acc_corrupt_t_0p4_0p6=0.7003 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2143 out_w_norm=130.9167 out_g_norm=0.1631 loss_all=1.3317 init_gold_top10=0.4712 init_gold_top100=0.5202
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+step=27150 epoch=2/62 epoch_step=10771/16379 micro_steps=54300 elapsed=46.5s lr=5.990603e-04 loss=2.1295 loss_recon=2.1295 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5464 acc_corrupt=0.6485 loss_corrupt=2.1295 wrong_frac=0.4969 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2628 corrupt_frac_t_0p0_0p2=0.1935 acc_corrupt_t_0p2_0p4=0.4713 corrupt_frac_t_0p2_0p4=0.2035 acc_corrupt_t_0p4_0p6=0.6986 corrupt_frac_t_0p4_0p6=0.2038 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=130.9054 out_g_norm=0.1626 loss_all=1.6968 init_gold_top10=0.4670 init_gold_top100=0.5058
+step=27200 epoch=2/62 epoch_step=10821/16379 micro_steps=54400 elapsed=46.5s lr=5.990566e-04 loss=2.1307 loss_recon=2.1307 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5512 acc_corrupt=0.6476 loss_corrupt=2.1307 wrong_frac=0.4994 init_acc_corrupt=0.4652 acc_corrupt_t_0p0_0p2=0.2704 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4736 corrupt_frac_t_0p2_0p4=0.2074 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.1946 acc_corrupt_t_0p6_0p8=0.8452 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=130.9214 out_g_norm=0.1630 loss_all=1.1828 init_gold_top10=0.4742 init_gold_top100=0.5207
+step=27250 epoch=2/62 epoch_step=10871/16379 micro_steps=54500 elapsed=47.3s lr=5.990528e-04 loss=2.2018 loss_recon=2.2018 loss_meanflow=0.0000 mean_model_t=0.4974 mean_corrupt_t=0.4974 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5494 acc_corrupt=0.6383 loss_corrupt=2.2018 wrong_frac=0.5057 init_acc_corrupt=0.4584 acc_corrupt_t_0p0_0p2=0.2596 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4641 corrupt_frac_t_0p2_0p4=0.2121 acc_corrupt_t_0p4_0p6=0.6990 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8411 corrupt_frac_t_0p6_0p8=0.1930 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1937 out_w_norm=130.9353 out_g_norm=0.1643 loss_all=1.3842 init_gold_top10=0.4635 init_gold_top100=0.5022
+step=27300 epoch=2/62 epoch_step=10921/16379 micro_steps=54600 elapsed=46.8s lr=5.990491e-04 loss=2.1673 loss_recon=2.1673 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5502 acc_corrupt=0.6429 loss_corrupt=2.1673 wrong_frac=0.5028 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.2607 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4719 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6927 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.2012 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1945 out_w_norm=130.9191 out_g_norm=0.1634 loss_all=1.1625 init_gold_top10=0.5079 init_gold_top100=0.5479
+step=27350 epoch=2/62 epoch_step=10971/16379 micro_steps=54700 elapsed=46.4s lr=5.990453e-04 loss=2.1108 loss_recon=2.1108 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5497 acc_corrupt=0.6520 loss_corrupt=2.1108 wrong_frac=0.4947 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.2710 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4698 corrupt_frac_t_0p2_0p4=0.1955 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8410 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=130.8865 out_g_norm=0.1633 loss_all=1.3298 init_gold_top10=0.4676 init_gold_top100=0.5140
+step=27400 epoch=2/62 epoch_step=11021/16379 micro_steps=54800 elapsed=46.4s lr=5.990416e-04 loss=2.1695 loss_recon=2.1695 loss_meanflow=0.0000 mean_model_t=0.4949 mean_corrupt_t=0.4949 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5487 acc_corrupt=0.6422 loss_corrupt=2.1695 wrong_frac=0.5044 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2637 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.4674 corrupt_frac_t_0p2_0p4=0.2069 acc_corrupt_t_0p4_0p6=0.6961 corrupt_frac_t_0p4_0p6=0.1943 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1954 out_w_norm=130.8652 out_g_norm=0.1641 loss_all=1.1990 init_gold_top10=0.4749 init_gold_top100=0.5198
+step=27450 epoch=2/62 epoch_step=11071/16379 micro_steps=54900 elapsed=46.4s lr=5.990378e-04 loss=2.1325 loss_recon=2.1325 loss_meanflow=0.0000 mean_model_t=0.5051 mean_corrupt_t=0.5051 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5570 acc_corrupt=0.6489 loss_corrupt=2.1325 wrong_frac=0.4964 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2650 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4670 corrupt_frac_t_0p2_0p4=0.2032 acc_corrupt_t_0p4_0p6=0.6952 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2059 out_w_norm=130.8634 out_g_norm=0.1620 loss_all=1.3226 init_gold_top10=0.4579 init_gold_top100=0.4960
+step=27500 epoch=2/62 epoch_step=11121/16379 micro_steps=55000 elapsed=46.9s lr=5.990340e-04 loss=2.1338 loss_recon=2.1338 loss_meanflow=0.0000 mean_model_t=0.5030 mean_corrupt_t=0.5030 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5493 acc_corrupt=0.6478 loss_corrupt=2.1338 wrong_frac=0.4979 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2626 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6975 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2082 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=130.8680 out_g_norm=0.1631 loss_all=1.0741 init_gold_top10=0.5307 init_gold_top100=0.5601
+step=27550 epoch=2/62 epoch_step=11171/16379 micro_steps=55100 elapsed=46.1s lr=5.990302e-04 loss=2.1127 loss_recon=2.1127 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8068 corrupt_frac=0.5455 acc_corrupt=0.6505 loss_corrupt=2.1127 wrong_frac=0.4979 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2673 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4777 corrupt_frac_t_0p2_0p4=0.2033 acc_corrupt_t_0p4_0p6=0.6967 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=130.8753 out_g_norm=0.1630 loss_all=0.8810 init_gold_top10=0.5841 init_gold_top100=0.6114
+step=27600 epoch=2/62 epoch_step=11221/16379 micro_steps=55200 elapsed=46.3s lr=5.990264e-04 loss=2.1840 loss_recon=2.1840 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5480 acc_corrupt=0.6405 loss_corrupt=2.1840 wrong_frac=0.5065 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.2623 corrupt_frac_t_0p0_0p2=0.2061 acc_corrupt_t_0p2_0p4=0.4708 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6927 corrupt_frac_t_0p4_0p6=0.1937 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=130.8816 out_g_norm=0.1633 loss_all=1.0680 init_gold_top10=0.5401 init_gold_top100=0.5802
+step=27650 epoch=2/62 epoch_step=11271/16379 micro_steps=55300 elapsed=46.1s lr=5.990226e-04 loss=2.1605 loss_recon=2.1605 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5522 acc_corrupt=0.6440 loss_corrupt=2.1605 wrong_frac=0.5044 init_acc_corrupt=0.4604 acc_corrupt_t_0p0_0p2=0.2689 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4741 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6953 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1963 out_w_norm=130.8956 out_g_norm=0.1638 loss_all=1.5587 init_gold_top10=0.4523 init_gold_top100=0.4896
+step=27700 epoch=2/62 epoch_step=11321/16379 micro_steps=55400 elapsed=46.2s lr=5.990188e-04 loss=2.1845 loss_recon=2.1845 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5449 acc_corrupt=0.6399 loss_corrupt=2.1845 wrong_frac=0.5074 init_acc_corrupt=0.4567 acc_corrupt_t_0p0_0p2=0.2654 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2175 acc_corrupt_t_0p4_0p6=0.6937 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2075 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1802 out_w_norm=130.8980 out_g_norm=0.1645 loss_all=1.0933 init_gold_top10=0.5310 init_gold_top100=0.5576
+step=27750 epoch=2/62 epoch_step=11371/16379 micro_steps=55500 elapsed=46.5s lr=5.990150e-04 loss=2.1364 loss_recon=2.1364 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8022 corrupt_frac=0.5534 acc_corrupt=0.6473 loss_corrupt=2.1364 wrong_frac=0.4977 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.2573 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.1955 acc_corrupt_t_0p4_0p6=0.6998 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=130.9009 out_g_norm=0.1630 loss_all=0.9694 init_gold_top10=0.5201 init_gold_top100=0.5598
+step=27800 epoch=2/62 epoch_step=11421/16379 micro_steps=55600 elapsed=46.2s lr=5.990111e-04 loss=2.1374 loss_recon=2.1374 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5500 acc_corrupt=0.6467 loss_corrupt=2.1374 wrong_frac=0.4999 init_acc_corrupt=0.4666 acc_corrupt_t_0p0_0p2=0.2651 corrupt_frac_t_0p0_0p2=0.2007 acc_corrupt_t_0p2_0p4=0.4757 corrupt_frac_t_0p2_0p4=0.1930 acc_corrupt_t_0p4_0p6=0.6906 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1943 out_w_norm=130.8942 out_g_norm=0.1628 loss_all=0.9750 init_gold_top10=0.5177 init_gold_top100=0.5482
+step=27850 epoch=2/62 epoch_step=11471/16379 micro_steps=55700 elapsed=46.2s lr=5.990073e-04 loss=2.1562 loss_recon=2.1562 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8018 corrupt_frac=0.5503 acc_corrupt=0.6447 loss_corrupt=2.1562 wrong_frac=0.5017 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2573 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4693 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6972 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=130.8981 out_g_norm=0.1633 loss_all=0.8125 init_gold_top10=0.5739 init_gold_top100=0.5928
+step=27900 epoch=2/62 epoch_step=11521/16379 micro_steps=55800 elapsed=47.1s lr=5.990035e-04 loss=2.1503 loss_recon=2.1503 loss_meanflow=0.0000 mean_model_t=0.4964 mean_corrupt_t=0.4964 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5534 acc_corrupt=0.6454 loss_corrupt=2.1503 wrong_frac=0.5022 init_acc_corrupt=0.4626 acc_corrupt_t_0p0_0p2=0.2715 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.2076 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1965 out_w_norm=130.8872 out_g_norm=0.1633 loss_all=0.9938 init_gold_top10=0.4917 init_gold_top100=0.5327
+step=27950 epoch=2/62 epoch_step=11571/16379 micro_steps=55900 elapsed=46.1s lr=5.989996e-04 loss=2.1133 loss_recon=2.1133 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5509 acc_corrupt=0.6503 loss_corrupt=2.1133 wrong_frac=0.4961 init_acc_corrupt=0.4697 acc_corrupt_t_0p0_0p2=0.2720 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4622 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6996 corrupt_frac_t_0p4_0p6=0.2091 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1887 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2089 out_w_norm=130.8852 out_g_norm=0.1628 loss_all=1.3384 init_gold_top10=0.4724 init_gold_top100=0.5177
+step=28000 epoch=2/62 epoch_step=11621/16379 micro_steps=56000 elapsed=46.4s lr=5.989958e-04 loss=2.1625 loss_recon=2.1625 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8000 corrupt_frac=0.5557 acc_corrupt=0.6445 loss_corrupt=2.1625 wrong_frac=0.4983 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2587 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4611 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6974 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2010 out_w_norm=130.8864 out_g_norm=0.1625 loss_all=1.1271 init_gold_top10=0.5523 init_gold_top100=0.5758
+step=28050 epoch=2/62 epoch_step=11671/16379 micro_steps=56100 elapsed=47.2s lr=5.989919e-04 loss=2.1228 loss_recon=2.1228 loss_meanflow=0.0000 mean_model_t=0.5024 mean_corrupt_t=0.5024 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5487 acc_corrupt=0.6487 loss_corrupt=2.1228 wrong_frac=0.4982 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2650 corrupt_frac_t_0p0_0p2=0.1967 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.1961 acc_corrupt_t_0p4_0p6=0.6936 corrupt_frac_t_0p4_0p6=0.2060 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=130.8827 out_g_norm=0.1623 loss_all=1.1858 init_gold_top10=0.4667 init_gold_top100=0.5075
+step=28100 epoch=2/62 epoch_step=11721/16379 micro_steps=56200 elapsed=46.1s lr=5.989880e-04 loss=2.0848 loss_recon=2.0848 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8079 corrupt_frac=0.5491 acc_corrupt=0.6545 loss_corrupt=2.0848 wrong_frac=0.4928 init_acc_corrupt=0.4737 acc_corrupt_t_0p0_0p2=0.2709 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.4805 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6965 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8424 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2079 out_w_norm=130.8776 out_g_norm=0.1631 loss_all=1.2149 init_gold_top10=0.4760 init_gold_top100=0.5181
+step=28150 epoch=2/62 epoch_step=11771/16379 micro_steps=56300 elapsed=46.1s lr=5.989842e-04 loss=2.1298 loss_recon=2.1298 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5490 acc_corrupt=0.6490 loss_corrupt=2.1298 wrong_frac=0.4963 init_acc_corrupt=0.4705 acc_corrupt_t_0p0_0p2=0.2612 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1903 acc_corrupt_t_0p4_0p6=0.6986 corrupt_frac_t_0p4_0p6=0.2070 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2048 out_w_norm=130.8710 out_g_norm=0.1636 loss_all=1.5191 init_gold_top10=0.4637 init_gold_top100=0.5227
+step=28200 epoch=2/62 epoch_step=11821/16379 micro_steps=56400 elapsed=47.0s lr=5.989803e-04 loss=2.1521 loss_recon=2.1521 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5536 acc_corrupt=0.6456 loss_corrupt=2.1521 wrong_frac=0.5014 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4749 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.6976 corrupt_frac_t_0p4_0p6=0.1937 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2111 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=130.8593 out_g_norm=0.1622 loss_all=1.0736 init_gold_top10=0.5264 init_gold_top100=0.5564
+step=28250 epoch=2/62 epoch_step=11871/16379 micro_steps=56500 elapsed=47.1s lr=5.989764e-04 loss=2.1378 loss_recon=2.1378 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5493 acc_corrupt=0.6479 loss_corrupt=2.1378 wrong_frac=0.4996 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2637 corrupt_frac_t_0p0_0p2=0.1969 acc_corrupt_t_0p2_0p4=0.4705 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8493 corrupt_frac_t_0p6_0p8=0.2012 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1948 out_w_norm=130.8477 out_g_norm=0.1627 loss_all=1.3584 init_gold_top10=0.4226 init_gold_top100=0.4712
+step=28300 epoch=2/62 epoch_step=11921/16379 micro_steps=56600 elapsed=46.0s lr=5.989725e-04 loss=2.1363 loss_recon=2.1363 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5458 acc_corrupt=0.6465 loss_corrupt=2.1363 wrong_frac=0.5017 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2668 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.4751 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6939 corrupt_frac_t_0p4_0p6=0.2119 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1935 out_w_norm=130.8146 out_g_norm=0.1636 loss_all=1.6187 init_gold_top10=0.4053 init_gold_top100=0.4568
+step=28350 epoch=2/62 epoch_step=11971/16379 micro_steps=56700 elapsed=46.5s lr=5.989686e-04 loss=2.1350 loss_recon=2.1350 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8052 corrupt_frac=0.5458 acc_corrupt=0.6477 loss_corrupt=2.1350 wrong_frac=0.5013 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2655 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.4821 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.1979 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2011 out_w_norm=130.7997 out_g_norm=0.1636 loss_all=1.4112 init_gold_top10=0.4835 init_gold_top100=0.5125
+step=28400 epoch=2/62 epoch_step=12021/16379 micro_steps=56800 elapsed=46.6s lr=5.989646e-04 loss=2.1407 loss_recon=2.1407 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5446 acc_corrupt=0.6470 loss_corrupt=2.1407 wrong_frac=0.4995 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.2613 corrupt_frac_t_0p0_0p2=0.2034 acc_corrupt_t_0p2_0p4=0.4797 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6920 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=130.7928 out_g_norm=0.1642 loss_all=1.1241 init_gold_top10=0.4697 init_gold_top100=0.5068
+step=28450 epoch=2/62 epoch_step=12071/16379 micro_steps=56900 elapsed=46.6s lr=5.989607e-04 loss=2.0995 loss_recon=2.0995 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8052 corrupt_frac=0.5539 acc_corrupt=0.6529 loss_corrupt=2.0995 wrong_frac=0.4927 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.2593 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.4748 corrupt_frac_t_0p2_0p4=0.1897 acc_corrupt_t_0p4_0p6=0.6939 corrupt_frac_t_0p4_0p6=0.2061 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2051 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2058 out_w_norm=130.7730 out_g_norm=0.1613 loss_all=1.0570 init_gold_top10=0.5327 init_gold_top100=0.5587
+step=28500 epoch=2/62 epoch_step=12121/16379 micro_steps=57000 elapsed=46.7s lr=5.989568e-04 loss=2.1476 loss_recon=2.1476 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5542 acc_corrupt=0.6456 loss_corrupt=2.1476 wrong_frac=0.5018 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2697 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4717 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6969 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8415 corrupt_frac_t_0p6_0p8=0.1948 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=130.7359 out_g_norm=0.1633 loss_all=1.0661 init_gold_top10=0.5236 init_gold_top100=0.5529
+step=28550 epoch=2/62 epoch_step=12171/16379 micro_steps=57100 elapsed=71.0s lr=5.989529e-04 loss=2.1703 loss_recon=2.1703 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7984 corrupt_frac=0.5562 acc_corrupt=0.6426 loss_corrupt=2.1703 wrong_frac=0.5035 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2643 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8414 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1964 out_w_norm=130.6958 out_g_norm=0.1621 loss_all=1.0973 init_gold_top10=0.5437 init_gold_top100=0.5841
+step=28600 epoch=2/62 epoch_step=12221/16379 micro_steps=57200 elapsed=72.6s lr=5.989489e-04 loss=2.1244 loss_recon=2.1244 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5476 acc_corrupt=0.6488 loss_corrupt=2.1244 wrong_frac=0.4988 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2675 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6964 corrupt_frac_t_0p4_0p6=0.1943 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2063 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1994 out_w_norm=130.6626 out_g_norm=0.1645 loss_all=0.9352 init_gold_top10=0.5786 init_gold_top100=0.6081
+step=28650 epoch=2/62 epoch_step=12271/16379 micro_steps=57300 elapsed=73.0s lr=5.989450e-04 loss=2.1531 loss_recon=2.1531 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5541 acc_corrupt=0.6448 loss_corrupt=2.1531 wrong_frac=0.5018 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2674 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4667 corrupt_frac_t_0p2_0p4=0.2026 acc_corrupt_t_0p4_0p6=0.6925 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8435 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=130.6278 out_g_norm=0.1626 loss_all=0.9589 init_gold_top10=0.5456 init_gold_top100=0.5815
+step=28700 epoch=2/62 epoch_step=12321/16379 micro_steps=57400 elapsed=72.6s lr=5.989410e-04 loss=2.1369 loss_recon=2.1369 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8040 corrupt_frac=0.5469 acc_corrupt=0.6463 loss_corrupt=2.1369 wrong_frac=0.5044 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2708 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.4758 corrupt_frac_t_0p2_0p4=0.2068 acc_corrupt_t_0p4_0p6=0.6984 corrupt_frac_t_0p4_0p6=0.2035 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=130.6158 out_g_norm=0.1649 loss_all=1.3200 init_gold_top10=0.5009 init_gold_top100=0.5397
+step=28750 epoch=2/62 epoch_step=12371/16379 micro_steps=57500 elapsed=72.8s lr=5.989370e-04 loss=2.1604 loss_recon=2.1604 loss_meanflow=0.0000 mean_model_t=0.4972 mean_corrupt_t=0.4972 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8016 corrupt_frac=0.5513 acc_corrupt=0.6447 loss_corrupt=2.1604 wrong_frac=0.5018 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2632 corrupt_frac_t_0p0_0p2=0.2116 acc_corrupt_t_0p2_0p4=0.4796 corrupt_frac_t_0p2_0p4=0.1910 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8430 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=130.5922 out_g_norm=0.1625 loss_all=1.1103 init_gold_top10=0.4697 init_gold_top100=0.5202
+step=28800 epoch=2/62 epoch_step=12421/16379 micro_steps=57600 elapsed=73.1s lr=5.989331e-04 loss=2.0684 loss_recon=2.0684 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8081 corrupt_frac=0.5522 acc_corrupt=0.6567 loss_corrupt=2.0684 wrong_frac=0.4921 init_acc_corrupt=0.4746 acc_corrupt_t_0p0_0p2=0.2779 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4757 corrupt_frac_t_0p2_0p4=0.1935 acc_corrupt_t_0p4_0p6=0.6960 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1998 out_w_norm=130.5447 out_g_norm=0.1628 loss_all=1.1809 init_gold_top10=0.5331 init_gold_top100=0.5574
+step=28850 epoch=2/62 epoch_step=12471/16379 micro_steps=57700 elapsed=68.8s lr=5.989291e-04 loss=2.1309 loss_recon=2.1309 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5496 acc_corrupt=0.6478 loss_corrupt=2.1309 wrong_frac=0.4990 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.2008 acc_corrupt_t_0p2_0p4=0.4721 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.6929 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.1961 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=130.5006 out_g_norm=0.1636 loss_all=1.4374 init_gold_top10=0.4539 init_gold_top100=0.4899
+step=28900 epoch=2/62 epoch_step=12521/16379 micro_steps=57800 elapsed=60.1s lr=5.989251e-04 loss=2.1035 loss_recon=2.1035 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5517 acc_corrupt=0.6522 loss_corrupt=2.1035 wrong_frac=0.4963 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2715 corrupt_frac_t_0p0_0p2=0.2003 acc_corrupt_t_0p2_0p4=0.4763 corrupt_frac_t_0p2_0p4=0.1920 acc_corrupt_t_0p4_0p6=0.6966 corrupt_frac_t_0p4_0p6=0.2057 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=130.4783 out_g_norm=0.1627 loss_all=1.3335 init_gold_top10=0.4713 init_gold_top100=0.5098
+step=28950 epoch=2/62 epoch_step=12571/16379 micro_steps=57900 elapsed=45.8s lr=5.989211e-04 loss=2.1827 loss_recon=2.1827 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7981 corrupt_frac=0.5541 acc_corrupt=0.6406 loss_corrupt=2.1827 wrong_frac=0.5063 init_acc_corrupt=0.4589 acc_corrupt_t_0p0_0p2=0.2599 corrupt_frac_t_0p0_0p2=0.2081 acc_corrupt_t_0p2_0p4=0.4706 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1990 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1965 out_w_norm=130.4650 out_g_norm=0.1632 loss_all=1.0922 init_gold_top10=0.5213 init_gold_top100=0.5614
+step=29000 epoch=2/62 epoch_step=12621/16379 micro_steps=58000 elapsed=47.0s lr=5.989171e-04 loss=2.1480 loss_recon=2.1480 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5518 acc_corrupt=0.6456 loss_corrupt=2.1480 wrong_frac=0.4999 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2640 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4687 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6991 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1910 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2057 out_w_norm=130.4478 out_g_norm=0.1628 loss_all=1.5005 init_gold_top10=0.4424 init_gold_top100=0.5059
+step=29050 epoch=2/62 epoch_step=12671/16379 micro_steps=58100 elapsed=47.1s lr=5.989131e-04 loss=2.1395 loss_recon=2.1395 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5497 acc_corrupt=0.6470 loss_corrupt=2.1395 wrong_frac=0.4998 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.2711 corrupt_frac_t_0p0_0p2=0.1942 acc_corrupt_t_0p2_0p4=0.4662 corrupt_frac_t_0p2_0p4=0.2088 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1977 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=130.4414 out_g_norm=0.1630 loss_all=1.0732 init_gold_top10=0.5157 init_gold_top100=0.5579
+step=29100 epoch=2/62 epoch_step=12721/16379 micro_steps=58200 elapsed=46.1s lr=5.989090e-04 loss=2.1740 loss_recon=2.1740 loss_meanflow=0.0000 mean_model_t=0.4943 mean_corrupt_t=0.4943 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7988 corrupt_frac=0.5550 acc_corrupt=0.6421 loss_corrupt=2.1740 wrong_frac=0.5057 init_acc_corrupt=0.4597 acc_corrupt_t_0p0_0p2=0.2655 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.4748 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6933 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.2039 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1927 out_w_norm=130.4308 out_g_norm=0.1640 loss_all=1.2246 init_gold_top10=0.5076 init_gold_top100=0.5448
+step=29150 epoch=2/62 epoch_step=12771/16379 micro_steps=58300 elapsed=46.0s lr=5.989050e-04 loss=2.1244 loss_recon=2.1244 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5482 acc_corrupt=0.6488 loss_corrupt=2.1244 wrong_frac=0.4994 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.2680 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1884 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2004 out_w_norm=130.4336 out_g_norm=0.1628 loss_all=1.1307 init_gold_top10=0.5297 init_gold_top100=0.5667
+step=29200 epoch=2/62 epoch_step=12821/16379 micro_steps=58400 elapsed=46.2s lr=5.989010e-04 loss=2.1631 loss_recon=2.1631 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7999 corrupt_frac=0.5533 acc_corrupt=0.6432 loss_corrupt=2.1631 wrong_frac=0.5050 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.2645 corrupt_frac_t_0p0_0p2=0.2092 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6986 corrupt_frac_t_0p4_0p6=0.1982 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=130.4182 out_g_norm=0.1641 loss_all=1.1869 init_gold_top10=0.4956 init_gold_top100=0.5256
+step=29250 epoch=2/62 epoch_step=12871/16379 micro_steps=58500 elapsed=46.6s lr=5.988969e-04 loss=2.1105 loss_recon=2.1105 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8060 corrupt_frac=0.5495 acc_corrupt=0.6515 loss_corrupt=2.1105 wrong_frac=0.4961 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2714 corrupt_frac_t_0p0_0p2=0.1953 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=130.4024 out_g_norm=0.1626 loss_all=1.3013 init_gold_top10=0.5116 init_gold_top100=0.5458
+step=29300 epoch=2/62 epoch_step=12921/16379 micro_steps=58600 elapsed=46.8s lr=5.988929e-04 loss=2.1505 loss_recon=2.1505 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8019 corrupt_frac=0.5524 acc_corrupt=0.6461 loss_corrupt=2.1505 wrong_frac=0.5009 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2613 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4787 corrupt_frac_t_0p2_0p4=0.2054 acc_corrupt_t_0p4_0p6=0.6961 corrupt_frac_t_0p4_0p6=0.1974 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=130.3884 out_g_norm=0.1625 loss_all=1.3064 init_gold_top10=0.4502 init_gold_top100=0.4935
+step=29350 epoch=2/62 epoch_step=12971/16379 micro_steps=58700 elapsed=46.3s lr=5.988888e-04 loss=2.1142 loss_recon=2.1142 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8074 corrupt_frac=0.5457 acc_corrupt=0.6515 loss_corrupt=2.1142 wrong_frac=0.4946 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2625 corrupt_frac_t_0p0_0p2=0.1921 acc_corrupt_t_0p2_0p4=0.4694 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1986 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2089 out_w_norm=130.3803 out_g_norm=0.1630 loss_all=0.8839 init_gold_top10=0.5798 init_gold_top100=0.6088
+step=29400 epoch=2/62 epoch_step=13021/16379 micro_steps=58800 elapsed=46.1s lr=5.988848e-04 loss=2.1184 loss_recon=2.1184 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5498 acc_corrupt=0.6491 loss_corrupt=2.1184 wrong_frac=0.4991 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2738 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4721 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8416 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=130.3451 out_g_norm=0.1646 loss_all=1.2641 init_gold_top10=0.4865 init_gold_top100=0.5222
+step=29450 epoch=2/62 epoch_step=13071/16379 micro_steps=58900 elapsed=46.5s lr=5.988807e-04 loss=2.1702 loss_recon=2.1702 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7996 corrupt_frac=0.5532 acc_corrupt=0.6423 loss_corrupt=2.1702 wrong_frac=0.5023 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2602 corrupt_frac_t_0p0_0p2=0.2071 acc_corrupt_t_0p2_0p4=0.4652 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6920 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=130.3209 out_g_norm=0.1631 loss_all=1.4095 init_gold_top10=0.4886 init_gold_top100=0.5303
+step=29500 epoch=2/62 epoch_step=13121/16379 micro_steps=59000 elapsed=46.7s lr=5.988766e-04 loss=2.1207 loss_recon=2.1207 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5534 acc_corrupt=0.6487 loss_corrupt=2.1207 wrong_frac=0.4985 init_acc_corrupt=0.4670 acc_corrupt_t_0p0_0p2=0.2665 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4753 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6947 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2146 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1894 out_w_norm=130.3134 out_g_norm=0.1636 loss_all=1.1505 init_gold_top10=0.5470 init_gold_top100=0.5784
+step=29550 epoch=2/62 epoch_step=13171/16379 micro_steps=59100 elapsed=46.3s lr=5.988725e-04 loss=2.1334 loss_recon=2.1334 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5518 acc_corrupt=0.6473 loss_corrupt=2.1334 wrong_frac=0.4994 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2698 corrupt_frac_t_0p0_0p2=0.1943 acc_corrupt_t_0p2_0p4=0.4600 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6960 corrupt_frac_t_0p4_0p6=0.2140 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.1908 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=130.2979 out_g_norm=0.1630 loss_all=1.0166 init_gold_top10=0.4815 init_gold_top100=0.5190
+step=29600 epoch=2/62 epoch_step=13221/16379 micro_steps=59200 elapsed=46.5s lr=5.988684e-04 loss=2.1626 loss_recon=2.1626 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5508 acc_corrupt=0.6435 loss_corrupt=2.1626 wrong_frac=0.5026 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2590 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.4683 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.7011 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1990 out_w_norm=130.2773 out_g_norm=0.1638 loss_all=0.9676 init_gold_top10=0.5233 init_gold_top100=0.5500
+step=29650 epoch=2/62 epoch_step=13271/16379 micro_steps=59300 elapsed=46.6s lr=5.988643e-04 loss=2.1283 loss_recon=2.1283 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5486 acc_corrupt=0.6499 loss_corrupt=2.1283 wrong_frac=0.4965 init_acc_corrupt=0.4700 acc_corrupt_t_0p0_0p2=0.2584 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4751 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6953 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2070 out_w_norm=130.2629 out_g_norm=0.1627 loss_all=1.0595 init_gold_top10=0.4990 init_gold_top100=0.5350
+step=29700 epoch=2/62 epoch_step=13321/16379 micro_steps=59400 elapsed=46.8s lr=5.988602e-04 loss=2.1597 loss_recon=2.1597 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8013 corrupt_frac=0.5511 acc_corrupt=0.6439 loss_corrupt=2.1597 wrong_frac=0.5030 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2676 corrupt_frac_t_0p0_0p2=0.2049 acc_corrupt_t_0p2_0p4=0.4709 corrupt_frac_t_0p2_0p4=0.1964 acc_corrupt_t_0p4_0p6=0.6900 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=130.2609 out_g_norm=0.1629 loss_all=1.1241 init_gold_top10=0.5288 init_gold_top100=0.5785
+step=29750 epoch=2/62 epoch_step=13371/16379 micro_steps=59500 elapsed=46.5s lr=5.988561e-04 loss=2.1369 loss_recon=2.1369 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5449 acc_corrupt=0.6472 loss_corrupt=2.1369 wrong_frac=0.5013 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2676 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4812 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.6966 corrupt_frac_t_0p4_0p6=0.2063 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1924 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=130.2579 out_g_norm=0.1645 loss_all=0.8624 init_gold_top10=0.5226 init_gold_top100=0.5559
+step=29800 epoch=2/62 epoch_step=13421/16379 micro_steps=59600 elapsed=46.6s lr=5.988520e-04 loss=2.1344 loss_recon=2.1344 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5533 acc_corrupt=0.6478 loss_corrupt=2.1344 wrong_frac=0.4999 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2689 corrupt_frac_t_0p0_0p2=0.1939 acc_corrupt_t_0p2_0p4=0.4695 corrupt_frac_t_0p2_0p4=0.2017 acc_corrupt_t_0p4_0p6=0.6966 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.2038 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1928 out_w_norm=130.2443 out_g_norm=0.1634 loss_all=1.0069 init_gold_top10=0.5275 init_gold_top100=0.5565
+step=29850 epoch=2/62 epoch_step=13471/16379 micro_steps=59700 elapsed=46.7s lr=5.988479e-04 loss=2.1563 loss_recon=2.1563 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8020 corrupt_frac=0.5505 acc_corrupt=0.6448 loss_corrupt=2.1563 wrong_frac=0.5018 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2618 corrupt_frac_t_0p0_0p2=0.2007 acc_corrupt_t_0p2_0p4=0.4706 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6965 corrupt_frac_t_0p4_0p6=0.1968 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=130.2364 out_g_norm=0.1635 loss_all=1.5296 init_gold_top10=0.4790 init_gold_top100=0.5200
+step=29900 epoch=2/62 epoch_step=13521/16379 micro_steps=59800 elapsed=46.7s lr=5.988437e-04 loss=2.1209 loss_recon=2.1209 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5516 acc_corrupt=0.6495 loss_corrupt=2.1209 wrong_frac=0.4972 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2667 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4727 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.6928 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2090 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=130.2336 out_g_norm=0.1623 loss_all=1.0272 init_gold_top10=0.5244 init_gold_top100=0.5576
+step=29950 epoch=2/62 epoch_step=13571/16379 micro_steps=59900 elapsed=46.6s lr=5.988396e-04 loss=2.1995 loss_recon=2.1995 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7957 corrupt_frac=0.5597 acc_corrupt=0.6396 loss_corrupt=2.1995 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2533 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4635 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.6982 corrupt_frac_t_0p4_0p6=0.1985 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2026 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=130.2361 out_g_norm=0.1622 loss_all=1.2918 init_gold_top10=0.4288 init_gold_top100=0.4844
+step=30000 epoch=2/62 epoch_step=13621/16379 micro_steps=60000 elapsed=46.9s lr=5.988354e-04 loss=2.1160 loss_recon=2.1160 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5429 acc_corrupt=0.6490 loss_corrupt=2.1160 wrong_frac=0.5004 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2718 corrupt_frac_t_0p0_0p2=0.2016 acc_corrupt_t_0p2_0p4=0.4806 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.6997 corrupt_frac_t_0p4_0p6=0.1959 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1993 out_w_norm=130.2069 out_g_norm=0.1638 loss_all=1.0625 init_gold_top10=0.5467 init_gold_top100=0.5769
+step=30050 epoch=2/62 epoch_step=13671/16379 micro_steps=60100 elapsed=56.1s lr=5.988313e-04 loss=2.1217 loss_recon=2.1217 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8038 corrupt_frac=0.5534 acc_corrupt=0.6500 loss_corrupt=2.1217 wrong_frac=0.4972 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2704 corrupt_frac_t_0p0_0p2=0.1965 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6978 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=130.1904 out_g_norm=0.1628 loss_all=1.4336 init_gold_top10=0.4672 init_gold_top100=0.5222
+step=30100 epoch=2/62 epoch_step=13721/16379 micro_steps=60200 elapsed=46.7s lr=5.988271e-04 loss=2.1160 loss_recon=2.1160 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8069 corrupt_frac=0.5466 acc_corrupt=0.6509 loss_corrupt=2.1160 wrong_frac=0.4982 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2703 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.7027 corrupt_frac_t_0p4_0p6=0.1941 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=130.1498 out_g_norm=0.1638 loss_all=1.2751 init_gold_top10=0.4967 init_gold_top100=0.5341
+step=30150 epoch=2/62 epoch_step=13771/16379 micro_steps=60300 elapsed=46.1s lr=5.988229e-04 loss=2.1443 loss_recon=2.1443 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5494 acc_corrupt=0.6464 loss_corrupt=2.1443 wrong_frac=0.5007 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.6985 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=130.1145 out_g_norm=0.1627 loss_all=1.2930 init_gold_top10=0.4805 init_gold_top100=0.5288
+step=30200 epoch=2/62 epoch_step=13821/16379 micro_steps=60400 elapsed=47.1s lr=5.988187e-04 loss=2.1190 loss_recon=2.1190 loss_meanflow=0.0000 mean_model_t=0.5027 mean_corrupt_t=0.5027 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8050 corrupt_frac=0.5507 acc_corrupt=0.6501 loss_corrupt=2.1190 wrong_frac=0.4983 init_acc_corrupt=0.4674 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.1980 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.1939 acc_corrupt_t_0p4_0p6=0.6947 corrupt_frac_t_0p4_0p6=0.2046 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=130.0724 out_g_norm=0.1637 loss_all=1.1360 init_gold_top10=0.5546 init_gold_top100=0.5825
+step=30250 epoch=2/62 epoch_step=13871/16379 micro_steps=60500 elapsed=47.2s lr=5.988146e-04 loss=2.1395 loss_recon=2.1395 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8016 corrupt_frac=0.5533 acc_corrupt=0.6459 loss_corrupt=2.1395 wrong_frac=0.5018 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2733 corrupt_frac_t_0p0_0p2=0.1940 acc_corrupt_t_0p2_0p4=0.4663 corrupt_frac_t_0p2_0p4=0.2110 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8436 corrupt_frac_t_0p6_0p8=0.1965 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=130.0445 out_g_norm=0.1634 loss_all=1.5071 init_gold_top10=0.4329 init_gold_top100=0.4830
+step=30300 epoch=2/62 epoch_step=13921/16379 micro_steps=60600 elapsed=46.2s lr=5.988104e-04 loss=2.1382 loss_recon=2.1382 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5501 acc_corrupt=0.6476 loss_corrupt=2.1382 wrong_frac=0.4972 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4688 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6931 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=130.0279 out_g_norm=0.1638 loss_all=0.7048 init_gold_top10=0.5792 init_gold_top100=0.6077
+step=30350 epoch=2/62 epoch_step=13971/16379 micro_steps=60700 elapsed=46.2s lr=5.988062e-04 loss=2.1523 loss_recon=2.1523 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5527 acc_corrupt=0.6447 loss_corrupt=2.1523 wrong_frac=0.5033 init_acc_corrupt=0.4609 acc_corrupt_t_0p0_0p2=0.2681 corrupt_frac_t_0p0_0p2=0.2054 acc_corrupt_t_0p2_0p4=0.4720 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.7019 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.1942 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=130.0198 out_g_norm=0.1634 loss_all=1.2279 init_gold_top10=0.4734 init_gold_top100=0.5086
+step=30400 epoch=2/62 epoch_step=14021/16379 micro_steps=60800 elapsed=46.7s lr=5.988019e-04 loss=2.0875 loss_recon=2.0875 loss_meanflow=0.0000 mean_model_t=0.5013 mean_corrupt_t=0.5013 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8072 corrupt_frac=0.5487 acc_corrupt=0.6533 loss_corrupt=2.0875 wrong_frac=0.4946 init_acc_corrupt=0.4709 acc_corrupt_t_0p0_0p2=0.2702 corrupt_frac_t_0p0_0p2=0.1946 acc_corrupt_t_0p2_0p4=0.4699 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.7060 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=129.9931 out_g_norm=0.1635 loss_all=1.3381 init_gold_top10=0.4430 init_gold_top100=0.4880
+step=30450 epoch=2/62 epoch_step=14071/16379 micro_steps=60900 elapsed=46.3s lr=5.987977e-04 loss=2.1031 loss_recon=2.1031 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8061 corrupt_frac=0.5494 acc_corrupt=0.6517 loss_corrupt=2.1031 wrong_frac=0.4961 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.2030 acc_corrupt_t_0p2_0p4=0.4786 corrupt_frac_t_0p2_0p4=0.1924 acc_corrupt_t_0p4_0p6=0.7012 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9530 corrupt_frac_t_0p8_1p0=0.2080 out_w_norm=129.9848 out_g_norm=0.1625 loss_all=0.9588 init_gold_top10=0.5681 init_gold_top100=0.5986
+step=30500 epoch=2/62 epoch_step=14121/16379 micro_steps=61000 elapsed=46.8s lr=5.987935e-04 loss=2.1356 loss_recon=2.1356 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5531 acc_corrupt=0.6484 loss_corrupt=2.1356 wrong_frac=0.4987 init_acc_corrupt=0.4667 acc_corrupt_t_0p0_0p2=0.2616 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4733 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=129.9899 out_g_norm=0.1620 loss_all=1.3570 init_gold_top10=0.4412 init_gold_top100=0.5013
+step=30550 epoch=2/62 epoch_step=14171/16379 micro_steps=61100 elapsed=46.4s lr=5.987893e-04 loss=2.0859 loss_recon=2.0859 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5581 acc_corrupt=0.6552 loss_corrupt=2.0859 wrong_frac=0.4928 init_acc_corrupt=0.4740 acc_corrupt_t_0p0_0p2=0.2739 corrupt_frac_t_0p0_0p2=0.1955 acc_corrupt_t_0p2_0p4=0.4749 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.7017 corrupt_frac_t_0p4_0p6=0.2049 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2078 out_w_norm=129.9927 out_g_norm=0.1619 loss_all=0.9879 init_gold_top10=0.5333 init_gold_top100=0.5648
+step=30600 epoch=2/62 epoch_step=14221/16379 micro_steps=61200 elapsed=46.5s lr=5.987850e-04 loss=2.1280 loss_recon=2.1280 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5534 acc_corrupt=0.6482 loss_corrupt=2.1280 wrong_frac=0.4994 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.2639 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.4772 corrupt_frac_t_0p2_0p4=0.1965 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8431 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=129.9750 out_g_norm=0.1643 loss_all=0.8688 init_gold_top10=0.5431 init_gold_top100=0.5757
+step=30650 epoch=2/62 epoch_step=14271/16379 micro_steps=61300 elapsed=46.3s lr=5.987808e-04 loss=2.1289 loss_recon=2.1289 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5517 acc_corrupt=0.6480 loss_corrupt=2.1289 wrong_frac=0.4994 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2699 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4677 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.6941 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=129.9552 out_g_norm=0.1630 loss_all=1.3505 init_gold_top10=0.5057 init_gold_top100=0.5498
+step=30700 epoch=2/62 epoch_step=14321/16379 micro_steps=61400 elapsed=46.4s lr=5.987765e-04 loss=2.0847 loss_recon=2.0847 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8090 corrupt_frac=0.5457 acc_corrupt=0.6546 loss_corrupt=2.0847 wrong_frac=0.4945 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.2742 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.1878 acc_corrupt_t_0p4_0p6=0.7041 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8428 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2081 out_w_norm=129.9174 out_g_norm=0.1631 loss_all=0.8478 init_gold_top10=0.5768 init_gold_top100=0.6045
+step=30750 epoch=2/62 epoch_step=14371/16379 micro_steps=61500 elapsed=46.7s lr=5.987723e-04 loss=2.1396 loss_recon=2.1396 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8027 corrupt_frac=0.5532 acc_corrupt=0.6474 loss_corrupt=2.1396 wrong_frac=0.4978 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.1936 acc_corrupt_t_0p2_0p4=0.4650 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6933 corrupt_frac_t_0p4_0p6=0.1996 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2024 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=129.8951 out_g_norm=0.1622 loss_all=1.3139 init_gold_top10=0.5072 init_gold_top100=0.5440
+step=30800 epoch=2/62 epoch_step=14421/16379 micro_steps=61600 elapsed=46.1s lr=5.987680e-04 loss=2.1074 loss_recon=2.1074 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5519 acc_corrupt=0.6510 loss_corrupt=2.1074 wrong_frac=0.4973 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2744 corrupt_frac_t_0p0_0p2=0.2004 acc_corrupt_t_0p2_0p4=0.4702 corrupt_frac_t_0p2_0p4=0.1946 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2004 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2056 out_w_norm=129.8748 out_g_norm=0.1649 loss_all=1.0261 init_gold_top10=0.5429 init_gold_top100=0.5721
+step=30850 epoch=2/62 epoch_step=14471/16379 micro_steps=61700 elapsed=46.4s lr=5.987637e-04 loss=2.1220 loss_recon=2.1220 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5543 acc_corrupt=0.6500 loss_corrupt=2.1220 wrong_frac=0.4960 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2658 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6959 corrupt_frac_t_0p4_0p6=0.1932 acc_corrupt_t_0p6_0p8=0.8432 corrupt_frac_t_0p6_0p8=0.2077 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2038 out_w_norm=129.8659 out_g_norm=0.1626 loss_all=1.5547 init_gold_top10=0.4437 init_gold_top100=0.4918
+step=30900 epoch=2/62 epoch_step=14521/16379 micro_steps=61800 elapsed=46.5s lr=5.987594e-04 loss=2.1610 loss_recon=2.1610 loss_meanflow=0.0000 mean_model_t=0.4995 mean_corrupt_t=0.4995 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5524 acc_corrupt=0.6444 loss_corrupt=2.1610 wrong_frac=0.5015 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2650 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4647 corrupt_frac_t_0p2_0p4=0.2099 acc_corrupt_t_0p4_0p6=0.6999 corrupt_frac_t_0p4_0p6=0.1986 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1908 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=129.8729 out_g_norm=0.1627 loss_all=1.0648 init_gold_top10=0.4881 init_gold_top100=0.5351
+step=30950 epoch=2/62 epoch_step=14571/16379 micro_steps=61900 elapsed=46.4s lr=5.987551e-04 loss=2.1530 loss_recon=2.1530 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8020 corrupt_frac=0.5512 acc_corrupt=0.6452 loss_corrupt=2.1530 wrong_frac=0.5015 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2672 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4694 corrupt_frac_t_0p2_0p4=0.2064 acc_corrupt_t_0p4_0p6=0.6934 corrupt_frac_t_0p4_0p6=0.1923 acc_corrupt_t_0p6_0p8=0.8460 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=129.8804 out_g_norm=0.1638 loss_all=1.2941 init_gold_top10=0.4782 init_gold_top100=0.5169
+step=31000 epoch=2/62 epoch_step=14621/16379 micro_steps=62000 elapsed=46.3s lr=5.987508e-04 loss=2.1269 loss_recon=2.1269 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5486 acc_corrupt=0.6488 loss_corrupt=2.1269 wrong_frac=0.4984 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4765 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6972 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8440 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2029 out_w_norm=129.8451 out_g_norm=0.1629 loss_all=1.3677 init_gold_top10=0.5264 init_gold_top100=0.5619
+step=31050 epoch=2/62 epoch_step=14671/16379 micro_steps=62100 elapsed=47.7s lr=5.987465e-04 loss=2.0994 loss_recon=2.0994 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5533 acc_corrupt=0.6521 loss_corrupt=2.0994 wrong_frac=0.4989 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2682 corrupt_frac_t_0p0_0p2=0.1965 acc_corrupt_t_0p2_0p4=0.4807 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=129.8091 out_g_norm=0.1627 loss_all=0.8916 init_gold_top10=0.5441 init_gold_top100=0.5797
+step=31100 epoch=2/62 epoch_step=14721/16379 micro_steps=62200 elapsed=46.6s lr=5.987422e-04 loss=2.0972 loss_recon=2.0972 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5512 acc_corrupt=0.6535 loss_corrupt=2.0972 wrong_frac=0.4940 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2712 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.4707 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.6988 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.1977 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=129.7644 out_g_norm=0.1628 loss_all=1.2750 init_gold_top10=0.4794 init_gold_top100=0.5270
+step=31150 epoch=2/62 epoch_step=14771/16379 micro_steps=62300 elapsed=46.4s lr=5.987379e-04 loss=2.1110 loss_recon=2.1110 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5561 acc_corrupt=0.6511 loss_corrupt=2.1110 wrong_frac=0.4942 init_acc_corrupt=0.4721 acc_corrupt_t_0p0_0p2=0.2620 corrupt_frac_t_0p0_0p2=0.1893 acc_corrupt_t_0p2_0p4=0.4685 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.6944 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=129.7458 out_g_norm=0.1626 loss_all=1.1754 init_gold_top10=0.5056 init_gold_top100=0.5462
+step=31200 epoch=2/62 epoch_step=14821/16379 micro_steps=62400 elapsed=46.7s lr=5.987335e-04 loss=2.1194 loss_recon=2.1194 loss_meanflow=0.0000 mean_model_t=0.5057 mean_corrupt_t=0.5057 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5499 acc_corrupt=0.6502 loss_corrupt=2.1194 wrong_frac=0.4960 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2613 corrupt_frac_t_0p0_0p2=0.1934 acc_corrupt_t_0p2_0p4=0.4728 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.6976 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=129.7282 out_g_norm=0.1629 loss_all=1.2427 init_gold_top10=0.5091 init_gold_top100=0.5460
+step=31250 epoch=2/62 epoch_step=14871/16379 micro_steps=62500 elapsed=47.1s lr=5.987292e-04 loss=2.1696 loss_recon=2.1696 loss_meanflow=0.0000 mean_model_t=0.4960 mean_corrupt_t=0.4960 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8013 corrupt_frac=0.5501 acc_corrupt=0.6431 loss_corrupt=2.1696 wrong_frac=0.5052 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.2667 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4659 corrupt_frac_t_0p2_0p4=0.2174 acc_corrupt_t_0p4_0p6=0.6957 corrupt_frac_t_0p4_0p6=0.1999 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.1946 out_w_norm=129.7301 out_g_norm=0.1641 loss_all=1.1665 init_gold_top10=0.5701 init_gold_top100=0.5981
+step=31300 epoch=2/62 epoch_step=14921/16379 micro_steps=62600 elapsed=46.3s lr=5.987249e-04 loss=2.1466 loss_recon=2.1466 loss_meanflow=0.0000 mean_model_t=0.4946 mean_corrupt_t=0.4946 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5541 acc_corrupt=0.6455 loss_corrupt=2.1466 wrong_frac=0.5036 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2683 corrupt_frac_t_0p0_0p2=0.2026 acc_corrupt_t_0p2_0p4=0.4718 corrupt_frac_t_0p2_0p4=0.1964 acc_corrupt_t_0p4_0p6=0.6975 corrupt_frac_t_0p4_0p6=0.2090 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=129.7260 out_g_norm=0.1626 loss_all=1.0274 init_gold_top10=0.5361 init_gold_top100=0.5746
+step=31350 epoch=2/62 epoch_step=14971/16379 micro_steps=62700 elapsed=46.7s lr=5.987205e-04 loss=2.1123 loss_recon=2.1123 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8046 corrupt_frac=0.5541 acc_corrupt=0.6520 loss_corrupt=2.1123 wrong_frac=0.4952 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.2611 corrupt_frac_t_0p0_0p2=0.1941 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1958 acc_corrupt_t_0p4_0p6=0.6992 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9531 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=129.6996 out_g_norm=0.1630 loss_all=1.3504 init_gold_top10=0.5113 init_gold_top100=0.5448
+step=31400 epoch=2/62 epoch_step=15021/16379 micro_steps=62800 elapsed=46.4s lr=5.987161e-04 loss=2.1129 loss_recon=2.1129 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5524 acc_corrupt=0.6512 loss_corrupt=2.1129 wrong_frac=0.4952 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.2710 corrupt_frac_t_0p0_0p2=0.1994 acc_corrupt_t_0p2_0p4=0.4689 corrupt_frac_t_0p2_0p4=0.1993 acc_corrupt_t_0p4_0p6=0.7039 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8439 corrupt_frac_t_0p6_0p8=0.2029 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2057 out_w_norm=129.6902 out_g_norm=0.1613 loss_all=1.0171 init_gold_top10=0.5645 init_gold_top100=0.5844
+step=31450 epoch=2/62 epoch_step=15071/16379 micro_steps=62900 elapsed=46.4s lr=5.987118e-04 loss=2.1061 loss_recon=2.1061 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5547 acc_corrupt=0.6518 loss_corrupt=2.1061 wrong_frac=0.4976 init_acc_corrupt=0.4691 acc_corrupt_t_0p0_0p2=0.2722 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4781 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.2082 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.2022 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=129.6765 out_g_norm=0.1648 loss_all=1.2337 init_gold_top10=0.4843 init_gold_top100=0.5253
+step=31500 epoch=2/62 epoch_step=15121/16379 micro_steps=63000 elapsed=46.7s lr=5.987074e-04 loss=2.1562 loss_recon=2.1562 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5460 acc_corrupt=0.6446 loss_corrupt=2.1562 wrong_frac=0.5040 init_acc_corrupt=0.4610 acc_corrupt_t_0p0_0p2=0.2727 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4654 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6952 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=129.6685 out_g_norm=0.1651 loss_all=1.0805 init_gold_top10=0.4990 init_gold_top100=0.5387
+step=31550 epoch=2/62 epoch_step=15171/16379 micro_steps=63100 elapsed=46.0s lr=5.987030e-04 loss=2.1336 loss_recon=2.1336 loss_meanflow=0.0000 mean_model_t=0.5029 mean_corrupt_t=0.5029 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5497 acc_corrupt=0.6473 loss_corrupt=2.1336 wrong_frac=0.4992 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2648 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4705 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6973 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8490 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=129.6428 out_g_norm=0.1628 loss_all=1.2405 init_gold_top10=0.4840 init_gold_top100=0.5237
+step=31600 epoch=2/62 epoch_step=15221/16379 micro_steps=63200 elapsed=46.7s lr=5.986986e-04 loss=2.0964 loss_recon=2.0964 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8083 corrupt_frac=0.5463 acc_corrupt=0.6534 loss_corrupt=2.0964 wrong_frac=0.4967 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2699 corrupt_frac_t_0p0_0p2=0.1948 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6990 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=129.6173 out_g_norm=0.1635 loss_all=1.2046 init_gold_top10=0.5072 init_gold_top100=0.5518
+step=31650 epoch=2/62 epoch_step=15271/16379 micro_steps=63300 elapsed=46.4s lr=5.986942e-04 loss=2.1391 loss_recon=2.1391 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5460 acc_corrupt=0.6472 loss_corrupt=2.1391 wrong_frac=0.5007 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2686 corrupt_frac_t_0p0_0p2=0.2029 acc_corrupt_t_0p2_0p4=0.4682 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.6966 corrupt_frac_t_0p4_0p6=0.1870 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2010 out_w_norm=129.5968 out_g_norm=0.1649 loss_all=1.1645 init_gold_top10=0.4934 init_gold_top100=0.5324
+step=31700 epoch=2/62 epoch_step=15321/16379 micro_steps=63400 elapsed=46.2s lr=5.986898e-04 loss=2.1171 loss_recon=2.1171 loss_meanflow=0.0000 mean_model_t=0.5056 mean_corrupt_t=0.5056 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8071 corrupt_frac=0.5456 acc_corrupt=0.6507 loss_corrupt=2.1171 wrong_frac=0.4961 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2639 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4798 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6942 corrupt_frac_t_0p4_0p6=0.1946 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.2076 out_w_norm=129.5863 out_g_norm=0.1636 loss_all=0.8444 init_gold_top10=0.6009 init_gold_top100=0.6335
+step=31750 epoch=2/62 epoch_step=15371/16379 micro_steps=63500 elapsed=46.2s lr=5.986854e-04 loss=2.1029 loss_recon=2.1029 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8058 corrupt_frac=0.5533 acc_corrupt=0.6533 loss_corrupt=2.1029 wrong_frac=0.4944 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2683 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.4728 corrupt_frac_t_0p2_0p4=0.1968 acc_corrupt_t_0p4_0p6=0.7040 corrupt_frac_t_0p4_0p6=0.1902 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.2113 out_w_norm=129.5579 out_g_norm=0.1624 loss_all=1.1690 init_gold_top10=0.4944 init_gold_top100=0.5281
+step=31800 epoch=2/62 epoch_step=15421/16379 micro_steps=63600 elapsed=47.0s lr=5.986810e-04 loss=2.1217 loss_recon=2.1217 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5487 acc_corrupt=0.6499 loss_corrupt=2.1217 wrong_frac=0.4991 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2676 corrupt_frac_t_0p0_0p2=0.2047 acc_corrupt_t_0p2_0p4=0.4776 corrupt_frac_t_0p2_0p4=0.1922 acc_corrupt_t_0p4_0p6=0.7019 corrupt_frac_t_0p4_0p6=0.1975 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=129.5265 out_g_norm=0.1649 loss_all=1.5316 init_gold_top10=0.4417 init_gold_top100=0.4859
+step=31850 epoch=2/62 epoch_step=15471/16379 micro_steps=63700 elapsed=46.5s lr=5.986766e-04 loss=2.1801 loss_recon=2.1801 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7999 corrupt_frac=0.5492 acc_corrupt=0.6406 loss_corrupt=2.1801 wrong_frac=0.5084 init_acc_corrupt=0.4560 acc_corrupt_t_0p0_0p2=0.2711 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.4666 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6992 corrupt_frac_t_0p4_0p6=0.2050 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1883 out_w_norm=129.4948 out_g_norm=0.1631 loss_all=1.1909 init_gold_top10=0.5401 init_gold_top100=0.5704
+step=31900 epoch=2/62 epoch_step=15521/16379 micro_steps=63800 elapsed=46.5s lr=5.986721e-04 loss=2.1398 loss_recon=2.1398 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5507 acc_corrupt=0.6472 loss_corrupt=2.1398 wrong_frac=0.5004 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2643 corrupt_frac_t_0p0_0p2=0.2000 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.7031 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8409 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=129.4765 out_g_norm=0.1638 loss_all=1.2287 init_gold_top10=0.4567 init_gold_top100=0.5048
+step=31950 epoch=2/62 epoch_step=15571/16379 micro_steps=63900 elapsed=46.1s lr=5.986677e-04 loss=2.1567 loss_recon=2.1567 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5520 acc_corrupt=0.6441 loss_corrupt=2.1567 wrong_frac=0.5055 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2643 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4686 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.6976 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.1888 out_w_norm=129.4615 out_g_norm=0.1634 loss_all=0.9638 init_gold_top10=0.5283 init_gold_top100=0.5586
+step=32000 epoch=2/62 epoch_step=15621/16379 micro_steps=64000 elapsed=46.1s lr=5.986633e-04 loss=2.1164 loss_recon=2.1164 loss_meanflow=0.0000 mean_model_t=0.5046 mean_corrupt_t=0.5046 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5537 acc_corrupt=0.6511 loss_corrupt=2.1164 wrong_frac=0.4952 init_acc_corrupt=0.4710 acc_corrupt_t_0p0_0p2=0.2612 corrupt_frac_t_0p0_0p2=0.1939 acc_corrupt_t_0p2_0p4=0.4725 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6962 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9535 corrupt_frac_t_0p8_1p0=0.2049 out_w_norm=129.4645 out_g_norm=0.1618 loss_all=0.8941 init_gold_top10=0.5557 init_gold_top100=0.5862
+step=32050 epoch=2/62 epoch_step=15671/16379 micro_steps=64100 elapsed=47.1s lr=5.986588e-04 loss=2.0874 loss_recon=2.0874 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8086 corrupt_frac=0.5462 acc_corrupt=0.6537 loss_corrupt=2.0874 wrong_frac=0.4962 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2738 corrupt_frac_t_0p0_0p2=0.1927 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.2023 acc_corrupt_t_0p4_0p6=0.6998 corrupt_frac_t_0p4_0p6=0.1983 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.1987 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2080 out_w_norm=129.4614 out_g_norm=0.1631 loss_all=1.0906 init_gold_top10=0.4964 init_gold_top100=0.5369
+step=32100 epoch=2/62 epoch_step=15721/16379 micro_steps=64200 elapsed=46.1s lr=5.986543e-04 loss=2.0967 loss_recon=2.0967 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5501 acc_corrupt=0.6535 loss_corrupt=2.0967 wrong_frac=0.4952 init_acc_corrupt=0.4703 acc_corrupt_t_0p0_0p2=0.2723 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4730 corrupt_frac_t_0p2_0p4=0.2021 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1953 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2121 out_w_norm=129.4399 out_g_norm=0.1622 loss_all=1.2531 init_gold_top10=0.4477 init_gold_top100=0.4880
+step=32150 epoch=2/62 epoch_step=15771/16379 micro_steps=64300 elapsed=46.1s lr=5.986499e-04 loss=2.1701 loss_recon=2.1701 loss_meanflow=0.0000 mean_model_t=0.4980 mean_corrupt_t=0.4980 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5512 acc_corrupt=0.6431 loss_corrupt=2.1701 wrong_frac=0.5034 init_acc_corrupt=0.4613 acc_corrupt_t_0p0_0p2=0.2608 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.1944 acc_corrupt_t_0p4_0p6=0.7010 corrupt_frac_t_0p4_0p6=0.1936 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1933 out_w_norm=129.4183 out_g_norm=0.1629 loss_all=1.4056 init_gold_top10=0.4708 init_gold_top100=0.5139
+step=32200 epoch=2/62 epoch_step=15821/16379 micro_steps=64400 elapsed=46.4s lr=5.986454e-04 loss=2.1615 loss_recon=2.1615 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8018 corrupt_frac=0.5505 acc_corrupt=0.6445 loss_corrupt=2.1615 wrong_frac=0.5032 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.2039 acc_corrupt_t_0p2_0p4=0.4724 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6947 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1986 out_w_norm=129.4155 out_g_norm=0.1647 loss_all=1.3420 init_gold_top10=0.4990 init_gold_top100=0.5449
+step=32250 epoch=2/62 epoch_step=15871/16379 micro_steps=64500 elapsed=46.8s lr=5.986409e-04 loss=2.1214 loss_recon=2.1214 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8041 corrupt_frac=0.5538 acc_corrupt=0.6502 loss_corrupt=2.1214 wrong_frac=0.4972 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2671 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.4717 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.6991 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=129.4206 out_g_norm=0.1627 loss_all=1.2630 init_gold_top10=0.5088 init_gold_top100=0.5518
+step=32300 epoch=2/62 epoch_step=15921/16379 micro_steps=64600 elapsed=46.0s lr=5.986364e-04 loss=2.0607 loss_recon=2.0607 loss_meanflow=0.0000 mean_model_t=0.5074 mean_corrupt_t=0.5074 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8123 corrupt_frac=0.5430 acc_corrupt=0.6586 loss_corrupt=2.0607 wrong_frac=0.4919 init_acc_corrupt=0.4754 acc_corrupt_t_0p0_0p2=0.2732 corrupt_frac_t_0p0_0p2=0.1858 acc_corrupt_t_0p2_0p4=0.4759 corrupt_frac_t_0p2_0p4=0.2016 acc_corrupt_t_0p4_0p6=0.7012 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2076 out_w_norm=129.4228 out_g_norm=0.1638 loss_all=1.4268 init_gold_top10=0.4289 init_gold_top100=0.4825
+step=32350 epoch=2/62 epoch_step=15971/16379 micro_steps=64700 elapsed=46.2s lr=5.986319e-04 loss=2.1264 loss_recon=2.1264 loss_meanflow=0.0000 mean_model_t=0.5031 mean_corrupt_t=0.5031 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8048 corrupt_frac=0.5496 acc_corrupt=0.6492 loss_corrupt=2.1264 wrong_frac=0.4991 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2662 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4718 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.1961 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1978 out_w_norm=129.4351 out_g_norm=0.1636 loss_all=0.7274 init_gold_top10=0.6107 init_gold_top100=0.6287
+step=32400 epoch=2/62 epoch_step=16021/16379 micro_steps=64800 elapsed=46.2s lr=5.986274e-04 loss=2.1140 loss_recon=2.1140 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5458 acc_corrupt=0.6493 loss_corrupt=2.1140 wrong_frac=0.5007 init_acc_corrupt=0.4646 acc_corrupt_t_0p0_0p2=0.2758 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4732 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.6971 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2031 out_w_norm=129.4426 out_g_norm=0.1646 loss_all=1.1347 init_gold_top10=0.5273 init_gold_top100=0.5547
+step=32450 epoch=2/62 epoch_step=16071/16379 micro_steps=64900 elapsed=46.2s lr=5.986229e-04 loss=2.1458 loss_recon=2.1458 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8012 corrupt_frac=0.5546 acc_corrupt=0.6460 loss_corrupt=2.1458 wrong_frac=0.5021 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.2631 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4737 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6957 corrupt_frac_t_0p4_0p6=0.2060 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1966 out_w_norm=129.4486 out_g_norm=0.1628 loss_all=1.2038 init_gold_top10=0.4904 init_gold_top100=0.5265
+step=32500 epoch=2/62 epoch_step=16121/16379 micro_steps=65000 elapsed=46.9s lr=5.986184e-04 loss=2.1457 loss_recon=2.1457 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5465 acc_corrupt=0.6455 loss_corrupt=2.1457 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2686 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.6963 corrupt_frac_t_0p4_0p6=0.2067 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1924 acc_corrupt_t_0p8_1p0=0.9538 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=129.4368 out_g_norm=0.1632 loss_all=0.9561 init_gold_top10=0.4697 init_gold_top100=0.5120
+step=32550 epoch=2/62 epoch_step=16171/16379 micro_steps=65100 elapsed=46.4s lr=5.986138e-04 loss=2.0440 loss_recon=2.0440 loss_meanflow=0.0000 mean_model_t=0.5087 mean_corrupt_t=0.5087 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8098 corrupt_frac=0.5536 acc_corrupt=0.6608 loss_corrupt=2.0440 wrong_frac=0.4863 init_acc_corrupt=0.4812 acc_corrupt_t_0p0_0p2=0.2713 corrupt_frac_t_0p0_0p2=0.1846 acc_corrupt_t_0p2_0p4=0.4791 corrupt_frac_t_0p2_0p4=0.1951 acc_corrupt_t_0p4_0p6=0.6931 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2133 out_w_norm=129.4238 out_g_norm=0.1619 loss_all=1.4330 init_gold_top10=0.5011 init_gold_top100=0.5460
+step=32600 epoch=2/62 epoch_step=16221/16379 micro_steps=65200 elapsed=46.7s lr=5.986093e-04 loss=2.1781 loss_recon=2.1781 loss_meanflow=0.0000 mean_model_t=0.4956 mean_corrupt_t=0.4956 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7986 corrupt_frac=0.5537 acc_corrupt=0.6417 loss_corrupt=2.1781 wrong_frac=0.5055 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.2572 corrupt_frac_t_0p0_0p2=0.2148 acc_corrupt_t_0p2_0p4=0.4763 corrupt_frac_t_0p2_0p4=0.1932 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.1937 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=129.4214 out_g_norm=0.1629 loss_all=1.3385 init_gold_top10=0.5191 init_gold_top100=0.5614
+step=32650 epoch=2/62 epoch_step=16271/16379 micro_steps=65300 elapsed=46.8s lr=5.986047e-04 loss=2.1134 loss_recon=2.1134 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5532 acc_corrupt=0.6506 loss_corrupt=2.1134 wrong_frac=0.4969 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2674 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.4752 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.6907 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1969 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2060 out_w_norm=129.4118 out_g_norm=0.1636 loss_all=1.0693 init_gold_top10=0.5729 init_gold_top100=0.6097
+step=32700 epoch=2/62 epoch_step=16321/16379 micro_steps=65400 elapsed=47.0s lr=5.986002e-04 loss=2.1317 loss_recon=2.1317 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5549 acc_corrupt=0.6492 loss_corrupt=2.1317 wrong_frac=0.4986 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2675 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4659 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.7024 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.2032 out_w_norm=129.4084 out_g_norm=0.1625 loss_all=1.1236 init_gold_top10=0.4915 init_gold_top100=0.5312
+step=32750 epoch=2/62 epoch_step=16371/16379 micro_steps=65500 elapsed=47.3s lr=5.985956e-04 loss=2.1248 loss_recon=2.1248 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5459 acc_corrupt=0.6496 loss_corrupt=2.1248 wrong_frac=0.5007 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2739 corrupt_frac_t_0p0_0p2=0.2071 acc_corrupt_t_0p2_0p4=0.4765 corrupt_frac_t_0p2_0p4=0.1933 acc_corrupt_t_0p4_0p6=0.7023 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1937 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=129.3977 out_g_norm=0.1628 loss_all=1.3771 init_gold_top10=0.4732 init_gold_top100=0.5118
+step=32800 epoch=3/62 epoch_step=42/16379 micro_steps=65600 elapsed=47.7s lr=5.985911e-04 loss=2.1520 loss_recon=2.1520 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8029 corrupt_frac=0.5492 acc_corrupt=0.6452 loss_corrupt=2.1520 wrong_frac=0.5010 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2568 corrupt_frac_t_0p0_0p2=0.2041 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.7011 corrupt_frac_t_0p4_0p6=0.2003 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=129.3844 out_g_norm=0.1640 loss_all=1.2234 init_gold_top10=0.4616 init_gold_top100=0.5131
+step=32850 epoch=3/62 epoch_step=92/16379 micro_steps=65700 elapsed=46.3s lr=5.985865e-04 loss=2.0691 loss_recon=2.0691 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8094 corrupt_frac=0.5483 acc_corrupt=0.6566 loss_corrupt=2.0691 wrong_frac=0.4950 init_acc_corrupt=0.4731 acc_corrupt_t_0p0_0p2=0.2746 corrupt_frac_t_0p0_0p2=0.1895 acc_corrupt_t_0p2_0p4=0.4783 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6962 corrupt_frac_t_0p4_0p6=0.2080 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2081 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=129.3575 out_g_norm=0.1642 loss_all=1.4817 init_gold_top10=0.4517 init_gold_top100=0.5001
+step=32900 epoch=3/62 epoch_step=142/16379 micro_steps=65800 elapsed=46.7s lr=5.985819e-04 loss=2.2047 loss_recon=2.2047 loss_meanflow=0.0000 mean_model_t=0.4888 mean_corrupt_t=0.4888 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7985 corrupt_frac=0.5497 acc_corrupt=0.6378 loss_corrupt=2.2047 wrong_frac=0.5114 init_acc_corrupt=0.4525 acc_corrupt_t_0p0_0p2=0.2621 corrupt_frac_t_0p0_0p2=0.2100 acc_corrupt_t_0p2_0p4=0.4717 corrupt_frac_t_0p2_0p4=0.2100 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1900 out_w_norm=129.3294 out_g_norm=0.1642 loss_all=1.3347 init_gold_top10=0.4535 init_gold_top100=0.5137
+step=32950 epoch=3/62 epoch_step=192/16379 micro_steps=65900 elapsed=46.6s lr=5.985773e-04 loss=2.0893 loss_recon=2.0893 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8078 corrupt_frac=0.5487 acc_corrupt=0.6542 loss_corrupt=2.0893 wrong_frac=0.4964 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.2688 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.4866 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.7020 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8509 corrupt_frac_t_0p6_0p8=0.1925 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=129.2952 out_g_norm=0.1639 loss_all=1.0383 init_gold_top10=0.5260 init_gold_top100=0.5661
+step=33000 epoch=3/62 epoch_step=242/16379 micro_steps=66000 elapsed=46.7s lr=5.985727e-04 loss=2.1416 loss_recon=2.1416 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8021 corrupt_frac=0.5524 acc_corrupt=0.6461 loss_corrupt=2.1416 wrong_frac=0.5026 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2644 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.2010 acc_corrupt_t_0p4_0p6=0.7002 corrupt_frac_t_0p4_0p6=0.1949 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2035 out_w_norm=129.2810 out_g_norm=0.1652 loss_all=1.2512 init_gold_top10=0.5295 init_gold_top100=0.5637
+step=33050 epoch=3/62 epoch_step=292/16379 micro_steps=66100 elapsed=47.5s lr=5.985681e-04 loss=2.2025 loss_recon=2.2025 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7982 corrupt_frac=0.5516 acc_corrupt=0.6387 loss_corrupt=2.2025 wrong_frac=0.5069 init_acc_corrupt=0.4575 acc_corrupt_t_0p0_0p2=0.2586 corrupt_frac_t_0p0_0p2=0.2141 acc_corrupt_t_0p2_0p4=0.4676 corrupt_frac_t_0p2_0p4=0.1968 acc_corrupt_t_0p4_0p6=0.7003 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1964 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1967 out_w_norm=129.2820 out_g_norm=0.1624 loss_all=1.1170 init_gold_top10=0.5150 init_gold_top100=0.5512
+step=33100 epoch=3/62 epoch_step=342/16379 micro_steps=66200 elapsed=46.7s lr=5.985635e-04 loss=2.1083 loss_recon=2.1083 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5530 acc_corrupt=0.6514 loss_corrupt=2.1083 wrong_frac=0.4942 init_acc_corrupt=0.4716 acc_corrupt_t_0p0_0p2=0.2641 corrupt_frac_t_0p0_0p2=0.1945 acc_corrupt_t_0p2_0p4=0.4720 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.7015 corrupt_frac_t_0p4_0p6=0.1912 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2016 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=129.2745 out_g_norm=0.1631 loss_all=1.2281 init_gold_top10=0.5150 init_gold_top100=0.5466
+step=33150 epoch=3/62 epoch_step=392/16379 micro_steps=66300 elapsed=46.7s lr=5.985589e-04 loss=2.1379 loss_recon=2.1379 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8022 corrupt_frac=0.5548 acc_corrupt=0.6475 loss_corrupt=2.1379 wrong_frac=0.5017 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2689 corrupt_frac_t_0p0_0p2=0.1999 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.7024 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9548 corrupt_frac_t_0p8_1p0=0.2034 out_w_norm=129.2734 out_g_norm=0.1616 loss_all=1.0932 init_gold_top10=0.5142 init_gold_top100=0.5531
+step=33200 epoch=3/62 epoch_step=442/16379 micro_steps=66400 elapsed=47.0s lr=5.985543e-04 loss=2.1877 loss_recon=2.1877 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7990 corrupt_frac=0.5523 acc_corrupt=0.6408 loss_corrupt=2.1877 wrong_frac=0.5043 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2529 corrupt_frac_t_0p0_0p2=0.2077 acc_corrupt_t_0p2_0p4=0.4691 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.6992 corrupt_frac_t_0p4_0p6=0.1968 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=129.2543 out_g_norm=0.1630 loss_all=1.0623 init_gold_top10=0.4542 init_gold_top100=0.5028
+step=33250 epoch=3/62 epoch_step=492/16379 micro_steps=66500 elapsed=47.1s lr=5.985496e-04 loss=2.0787 loss_recon=2.0787 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8089 corrupt_frac=0.5473 acc_corrupt=0.6552 loss_corrupt=2.0787 wrong_frac=0.4947 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2746 corrupt_frac_t_0p0_0p2=0.1916 acc_corrupt_t_0p2_0p4=0.4791 corrupt_frac_t_0p2_0p4=0.2076 acc_corrupt_t_0p4_0p6=0.7019 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8502 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2058 out_w_norm=129.2407 out_g_norm=0.1654 loss_all=1.1606 init_gold_top10=0.5217 init_gold_top100=0.5555
+step=33300 epoch=3/62 epoch_step=542/16379 micro_steps=66600 elapsed=46.8s lr=5.985450e-04 loss=2.1203 loss_recon=2.1203 loss_meanflow=0.0000 mean_model_t=0.5034 mean_corrupt_t=0.5034 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5513 acc_corrupt=0.6509 loss_corrupt=2.1203 wrong_frac=0.4966 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2674 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4730 corrupt_frac_t_0p2_0p4=0.1980 acc_corrupt_t_0p4_0p6=0.6992 corrupt_frac_t_0p4_0p6=0.2004 acc_corrupt_t_0p6_0p8=0.8453 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2028 out_w_norm=129.2322 out_g_norm=0.1632 loss_all=0.8293 init_gold_top10=0.5236 init_gold_top100=0.5516
+step=33350 epoch=3/62 epoch_step=592/16379 micro_steps=66700 elapsed=46.6s lr=5.985403e-04 loss=2.1417 loss_recon=2.1417 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5472 acc_corrupt=0.6474 loss_corrupt=2.1417 wrong_frac=0.5026 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2698 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1971 acc_corrupt_t_0p4_0p6=0.7007 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=129.2278 out_g_norm=0.1650 loss_all=1.2225 init_gold_top10=0.5059 init_gold_top100=0.5446
+step=33400 epoch=3/62 epoch_step=642/16379 micro_steps=66800 elapsed=47.1s lr=5.985357e-04 loss=2.1031 loss_recon=2.1031 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5499 acc_corrupt=0.6526 loss_corrupt=2.1031 wrong_frac=0.4964 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2688 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4758 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2029 out_w_norm=129.2066 out_g_norm=0.1644 loss_all=1.0517 init_gold_top10=0.5549 init_gold_top100=0.5915
+step=33450 epoch=3/62 epoch_step=692/16379 micro_steps=66900 elapsed=47.3s lr=5.985310e-04 loss=2.1346 loss_recon=2.1346 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5531 acc_corrupt=0.6483 loss_corrupt=2.1346 wrong_frac=0.4994 init_acc_corrupt=0.4663 acc_corrupt_t_0p0_0p2=0.2588 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.1989 acc_corrupt_t_0p4_0p6=0.7008 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1971 out_w_norm=129.1713 out_g_norm=0.1634 loss_all=1.2131 init_gold_top10=0.4862 init_gold_top100=0.5327
+step=33500 epoch=3/62 epoch_step=742/16379 micro_steps=67000 elapsed=47.0s lr=5.985263e-04 loss=2.1190 loss_recon=2.1190 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5490 acc_corrupt=0.6502 loss_corrupt=2.1190 wrong_frac=0.4991 init_acc_corrupt=0.4669 acc_corrupt_t_0p0_0p2=0.2682 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.1947 acc_corrupt_t_0p4_0p6=0.7050 corrupt_frac_t_0p4_0p6=0.1963 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=129.1454 out_g_norm=0.1627 loss_all=1.2725 init_gold_top10=0.4286 init_gold_top100=0.4738
+step=33550 epoch=3/62 epoch_step=792/16379 micro_steps=67100 elapsed=46.3s lr=5.985217e-04 loss=2.0720 loss_recon=2.0720 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8095 corrupt_frac=0.5467 acc_corrupt=0.6556 loss_corrupt=2.0720 wrong_frac=0.4937 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2752 corrupt_frac_t_0p0_0p2=0.1898 acc_corrupt_t_0p2_0p4=0.4690 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.6955 corrupt_frac_t_0p4_0p6=0.2116 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2076 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=129.1319 out_g_norm=0.1656 loss_all=0.9720 init_gold_top10=0.5306 init_gold_top100=0.5652
+step=33600 epoch=3/62 epoch_step=842/16379 micro_steps=67200 elapsed=46.3s lr=5.985170e-04 loss=2.1188 loss_recon=2.1188 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8041 corrupt_frac=0.5527 acc_corrupt=0.6500 loss_corrupt=2.1188 wrong_frac=0.5001 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2757 corrupt_frac_t_0p0_0p2=0.1900 acc_corrupt_t_0p2_0p4=0.4704 corrupt_frac_t_0p2_0p4=0.2131 acc_corrupt_t_0p4_0p6=0.6937 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.1967 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=129.1174 out_g_norm=0.1637 loss_all=1.0681 init_gold_top10=0.5442 init_gold_top100=0.5730
+step=33650 epoch=3/62 epoch_step=892/16379 micro_steps=67300 elapsed=46.4s lr=5.985123e-04 loss=2.1379 loss_recon=2.1379 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5492 acc_corrupt=0.6458 loss_corrupt=2.1379 wrong_frac=0.5050 init_acc_corrupt=0.4592 acc_corrupt_t_0p0_0p2=0.2775 corrupt_frac_t_0p0_0p2=0.1944 acc_corrupt_t_0p2_0p4=0.4740 corrupt_frac_t_0p2_0p4=0.2134 acc_corrupt_t_0p4_0p6=0.6927 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1911 out_w_norm=129.1148 out_g_norm=0.1657 loss_all=0.9347 init_gold_top10=0.5390 init_gold_top100=0.5700
+step=33700 epoch=3/62 epoch_step=942/16379 micro_steps=67400 elapsed=46.4s lr=5.985076e-04 loss=2.1553 loss_recon=2.1553 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5536 acc_corrupt=0.6447 loss_corrupt=2.1553 wrong_frac=0.5025 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.2591 corrupt_frac_t_0p0_0p2=0.2024 acc_corrupt_t_0p2_0p4=0.4750 corrupt_frac_t_0p2_0p4=0.2060 acc_corrupt_t_0p4_0p6=0.7010 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8500 corrupt_frac_t_0p6_0p8=0.2018 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.1964 out_w_norm=129.1086 out_g_norm=0.1640 loss_all=1.2435 init_gold_top10=0.5207 init_gold_top100=0.5514
+step=33750 epoch=3/62 epoch_step=992/16379 micro_steps=67500 elapsed=46.4s lr=5.985029e-04 loss=2.0497 loss_recon=2.0497 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8106 corrupt_frac=0.5502 acc_corrupt=0.6598 loss_corrupt=2.0497 wrong_frac=0.4876 init_acc_corrupt=0.4787 acc_corrupt_t_0p0_0p2=0.2747 corrupt_frac_t_0p0_0p2=0.1904 acc_corrupt_t_0p2_0p4=0.4732 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.7056 corrupt_frac_t_0p4_0p6=0.1889 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2053 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2151 out_w_norm=129.0943 out_g_norm=0.1630 loss_all=1.1051 init_gold_top10=0.4965 init_gold_top100=0.5300
+step=33800 epoch=3/62 epoch_step=1042/16379 micro_steps=67600 elapsed=46.3s lr=5.984982e-04 loss=2.1931 loss_recon=2.1931 loss_meanflow=0.0000 mean_model_t=0.4911 mean_corrupt_t=0.4911 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7980 corrupt_frac=0.5531 acc_corrupt=0.6398 loss_corrupt=2.1931 wrong_frac=0.5087 init_acc_corrupt=0.4566 acc_corrupt_t_0p0_0p2=0.2627 corrupt_frac_t_0p0_0p2=0.2117 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.7010 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2002 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.1887 out_w_norm=129.0858 out_g_norm=0.1638 loss_all=1.1598 init_gold_top10=0.4866 init_gold_top100=0.5311
+step=33850 epoch=3/62 epoch_step=1092/16379 micro_steps=67700 elapsed=46.2s lr=5.984934e-04 loss=2.1353 loss_recon=2.1353 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5463 acc_corrupt=0.6461 loss_corrupt=2.1353 wrong_frac=0.5020 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2685 corrupt_frac_t_0p0_0p2=0.2103 acc_corrupt_t_0p2_0p4=0.4763 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.6931 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.1923 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.2048 out_w_norm=129.0833 out_g_norm=0.1645 loss_all=0.9944 init_gold_top10=0.4941 init_gold_top100=0.5399
+step=33900 epoch=3/62 epoch_step=1142/16379 micro_steps=67800 elapsed=46.3s lr=5.984887e-04 loss=2.1296 loss_recon=2.1296 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5479 acc_corrupt=0.6489 loss_corrupt=2.1296 wrong_frac=0.5002 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2615 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1908 acc_corrupt_t_0p4_0p6=0.6988 corrupt_frac_t_0p4_0p6=0.2138 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9542 corrupt_frac_t_0p8_1p0=0.1948 out_w_norm=129.0597 out_g_norm=0.1631 loss_all=1.1079 init_gold_top10=0.4900 init_gold_top100=0.5281
+step=33950 epoch=3/62 epoch_step=1192/16379 micro_steps=67900 elapsed=46.1s lr=5.984840e-04 loss=2.1443 loss_recon=2.1443 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5489 acc_corrupt=0.6467 loss_corrupt=2.1443 wrong_frac=0.5039 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2714 corrupt_frac_t_0p0_0p2=0.2060 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.1955 acc_corrupt_t_0p4_0p6=0.6974 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1917 acc_corrupt_t_0p8_1p0=0.9591 corrupt_frac_t_0p8_1p0=0.1984 out_w_norm=129.0418 out_g_norm=0.1656 loss_all=1.5148 init_gold_top10=0.4629 init_gold_top100=0.5089
+step=34000 epoch=3/62 epoch_step=1242/16379 micro_steps=68000 elapsed=46.0s lr=5.984792e-04 loss=2.0822 loss_recon=2.0822 loss_meanflow=0.0000 mean_model_t=0.5011 mean_corrupt_t=0.5011 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8091 corrupt_frac=0.5459 acc_corrupt=0.6546 loss_corrupt=2.0822 wrong_frac=0.4970 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2739 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.4792 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.7042 corrupt_frac_t_0p4_0p6=0.2081 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1979 out_w_norm=129.0242 out_g_norm=0.1648 loss_all=1.1066 init_gold_top10=0.4699 init_gold_top100=0.5106
+step=34050 epoch=3/62 epoch_step=1292/16379 micro_steps=68100 elapsed=47.3s lr=5.984745e-04 loss=2.1175 loss_recon=2.1175 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5533 acc_corrupt=0.6502 loss_corrupt=2.1175 wrong_frac=0.4977 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2638 corrupt_frac_t_0p0_0p2=0.1930 acc_corrupt_t_0p2_0p4=0.4733 corrupt_frac_t_0p2_0p4=0.1933 acc_corrupt_t_0p4_0p6=0.6940 corrupt_frac_t_0p4_0p6=0.2157 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2015 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1964 out_w_norm=129.0151 out_g_norm=0.1644 loss_all=0.8944 init_gold_top10=0.5465 init_gold_top100=0.5709
+step=34100 epoch=3/62 epoch_step=1342/16379 micro_steps=68200 elapsed=46.1s lr=5.984697e-04 loss=2.1385 loss_recon=2.1385 loss_meanflow=0.0000 mean_model_t=0.4987 mean_corrupt_t=0.4987 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5457 acc_corrupt=0.6471 loss_corrupt=2.1385 wrong_frac=0.5034 init_acc_corrupt=0.4621 acc_corrupt_t_0p0_0p2=0.2684 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4769 corrupt_frac_t_0p2_0p4=0.1964 acc_corrupt_t_0p4_0p6=0.7028 corrupt_frac_t_0p4_0p6=0.2109 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1874 out_w_norm=129.0114 out_g_norm=0.1650 loss_all=1.0895 init_gold_top10=0.5015 init_gold_top100=0.5410
+step=34150 epoch=3/62 epoch_step=1392/16379 micro_steps=68300 elapsed=46.3s lr=5.984650e-04 loss=2.0777 loss_recon=2.0777 loss_meanflow=0.0000 mean_model_t=0.5081 mean_corrupt_t=0.5081 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8087 corrupt_frac=0.5505 acc_corrupt=0.6563 loss_corrupt=2.0777 wrong_frac=0.4924 init_acc_corrupt=0.4744 acc_corrupt_t_0p0_0p2=0.2657 corrupt_frac_t_0p0_0p2=0.1911 acc_corrupt_t_0p2_0p4=0.4782 corrupt_frac_t_0p2_0p4=0.1918 acc_corrupt_t_0p4_0p6=0.6956 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.2088 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=128.9917 out_g_norm=0.1623 loss_all=1.0663 init_gold_top10=0.5059 init_gold_top100=0.5351
+step=34200 epoch=3/62 epoch_step=1442/16379 micro_steps=68400 elapsed=46.8s lr=5.984602e-04 loss=2.1525 loss_recon=2.1525 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8013 corrupt_frac=0.5536 acc_corrupt=0.6455 loss_corrupt=2.1525 wrong_frac=0.5031 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2664 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4674 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2038 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1938 out_w_norm=128.9718 out_g_norm=0.1646 loss_all=1.0059 init_gold_top10=0.5294 init_gold_top100=0.5718
+step=34250 epoch=3/62 epoch_step=1492/16379 micro_steps=68500 elapsed=46.7s lr=5.984554e-04 loss=2.1022 loss_recon=2.1022 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8074 corrupt_frac=0.5455 acc_corrupt=0.6514 loss_corrupt=2.1022 wrong_frac=0.5006 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2837 corrupt_frac_t_0p0_0p2=0.1926 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.2113 acc_corrupt_t_0p4_0p6=0.6970 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=128.9647 out_g_norm=0.1656 loss_all=1.3248 init_gold_top10=0.4560 init_gold_top100=0.4990
+step=34300 epoch=3/62 epoch_step=1542/16379 micro_steps=68600 elapsed=46.3s lr=5.984506e-04 loss=2.0875 loss_recon=2.0875 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8081 corrupt_frac=0.5468 acc_corrupt=0.6539 loss_corrupt=2.0875 wrong_frac=0.4974 init_acc_corrupt=0.4693 acc_corrupt_t_0p0_0p2=0.2753 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1943 acc_corrupt_t_0p4_0p6=0.6994 corrupt_frac_t_0p4_0p6=0.2087 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=128.9601 out_g_norm=0.1640 loss_all=1.4157 init_gold_top10=0.4344 init_gold_top100=0.4760
+step=34350 epoch=3/62 epoch_step=1592/16379 micro_steps=68700 elapsed=46.3s lr=5.984458e-04 loss=2.1312 loss_recon=2.1312 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5500 acc_corrupt=0.6477 loss_corrupt=2.1312 wrong_frac=0.5034 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2650 corrupt_frac_t_0p0_0p2=0.2051 acc_corrupt_t_0p2_0p4=0.4766 corrupt_frac_t_0p2_0p4=0.1914 acc_corrupt_t_0p4_0p6=0.6967 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=128.9517 out_g_norm=0.1645 loss_all=1.1732 init_gold_top10=0.4553 init_gold_top100=0.5001
+step=34400 epoch=3/62 epoch_step=1642/16379 micro_steps=68800 elapsed=46.2s lr=5.984410e-04 loss=2.1392 loss_recon=2.1392 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5478 acc_corrupt=0.6460 loss_corrupt=2.1392 wrong_frac=0.5051 init_acc_corrupt=0.4598 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4866 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.6965 corrupt_frac_t_0p4_0p6=0.2028 acc_corrupt_t_0p6_0p8=0.8448 corrupt_frac_t_0p6_0p8=0.1950 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=128.9274 out_g_norm=0.1660 loss_all=1.2295 init_gold_top10=0.4731 init_gold_top100=0.5159
+step=34450 epoch=3/62 epoch_step=1692/16379 micro_steps=68900 elapsed=46.2s lr=5.984362e-04 loss=2.1187 loss_recon=2.1187 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5495 acc_corrupt=0.6500 loss_corrupt=2.1187 wrong_frac=0.4998 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.2658 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4811 corrupt_frac_t_0p2_0p4=0.2036 acc_corrupt_t_0p4_0p6=0.7022 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1939 acc_corrupt_t_0p8_1p0=0.9544 corrupt_frac_t_0p8_1p0=0.2042 out_w_norm=128.8887 out_g_norm=0.1636 loss_all=1.2744 init_gold_top10=0.4395 init_gold_top100=0.4888
+step=34500 epoch=3/62 epoch_step=1742/16379 micro_steps=69000 elapsed=46.8s lr=5.984314e-04 loss=2.1258 loss_recon=2.1258 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8045 corrupt_frac=0.5482 acc_corrupt=0.6476 loss_corrupt=2.1258 wrong_frac=0.5007 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2684 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4737 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6964 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1936 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=128.8607 out_g_norm=0.1643 loss_all=1.0091 init_gold_top10=0.5402 init_gold_top100=0.5670
+step=34550 epoch=3/62 epoch_step=1792/16379 micro_steps=69100 elapsed=46.7s lr=5.984266e-04 loss=2.1160 loss_recon=2.1160 loss_meanflow=0.0000 mean_model_t=0.5033 mean_corrupt_t=0.5033 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5544 acc_corrupt=0.6513 loss_corrupt=2.1160 wrong_frac=0.4964 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2612 corrupt_frac_t_0p0_0p2=0.1964 acc_corrupt_t_0p2_0p4=0.4769 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.2079 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2079 out_w_norm=128.8207 out_g_norm=0.1630 loss_all=0.9875 init_gold_top10=0.5288 init_gold_top100=0.5590
+step=34600 epoch=3/62 epoch_step=1842/16379 micro_steps=69200 elapsed=46.6s lr=5.984217e-04 loss=2.1059 loss_recon=2.1059 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5531 acc_corrupt=0.6523 loss_corrupt=2.1059 wrong_frac=0.4964 init_acc_corrupt=0.4704 acc_corrupt_t_0p0_0p2=0.2654 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.1920 acc_corrupt_t_0p4_0p6=0.6962 corrupt_frac_t_0p4_0p6=0.2067 acc_corrupt_t_0p6_0p8=0.8499 corrupt_frac_t_0p6_0p8=0.2063 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=128.7889 out_g_norm=0.1642 loss_all=1.1437 init_gold_top10=0.4936 init_gold_top100=0.5422
+step=34650 epoch=3/62 epoch_step=1892/16379 micro_steps=69300 elapsed=46.6s lr=5.984169e-04 loss=2.1298 loss_recon=2.1298 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8011 corrupt_frac=0.5597 acc_corrupt=0.6492 loss_corrupt=2.1298 wrong_frac=0.4990 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2590 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4769 corrupt_frac_t_0p2_0p4=0.2005 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.2074 acc_corrupt_t_0p6_0p8=0.8501 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=128.7741 out_g_norm=0.1635 loss_all=1.4998 init_gold_top10=0.4535 init_gold_top100=0.4965
+step=34700 epoch=3/62 epoch_step=1942/16379 micro_steps=69400 elapsed=46.7s lr=5.984120e-04 loss=2.1517 loss_recon=2.1517 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5494 acc_corrupt=0.6442 loss_corrupt=2.1517 wrong_frac=0.5050 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.2701 corrupt_frac_t_0p0_0p2=0.2028 acc_corrupt_t_0p2_0p4=0.4722 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.6980 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=128.7735 out_g_norm=0.1649 loss_all=1.1287 init_gold_top10=0.4844 init_gold_top100=0.5365
+step=34750 epoch=3/62 epoch_step=1992/16379 micro_steps=69500 elapsed=46.5s lr=5.984072e-04 loss=2.1306 loss_recon=2.1306 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5520 acc_corrupt=0.6477 loss_corrupt=2.1306 wrong_frac=0.5019 init_acc_corrupt=0.4628 acc_corrupt_t_0p0_0p2=0.2703 corrupt_frac_t_0p0_0p2=0.2021 acc_corrupt_t_0p2_0p4=0.4743 corrupt_frac_t_0p2_0p4=0.1962 acc_corrupt_t_0p4_0p6=0.6961 corrupt_frac_t_0p4_0p6=0.2023 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2062 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=128.7606 out_g_norm=0.1644 loss_all=1.5595 init_gold_top10=0.4217 init_gold_top100=0.4653
+step=34800 epoch=3/62 epoch_step=2042/16379 micro_steps=69600 elapsed=46.6s lr=5.984023e-04 loss=2.0745 loss_recon=2.0745 loss_meanflow=0.0000 mean_model_t=0.5076 mean_corrupt_t=0.5076 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8090 corrupt_frac=0.5496 acc_corrupt=0.6567 loss_corrupt=2.0745 wrong_frac=0.4920 init_acc_corrupt=0.4736 acc_corrupt_t_0p0_0p2=0.2696 corrupt_frac_t_0p0_0p2=0.1924 acc_corrupt_t_0p2_0p4=0.4800 corrupt_frac_t_0p2_0p4=0.2013 acc_corrupt_t_0p4_0p6=0.7063 corrupt_frac_t_0p4_0p6=0.2001 acc_corrupt_t_0p6_0p8=0.8516 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1990 out_w_norm=128.7488 out_g_norm=0.1627 loss_all=0.9581 init_gold_top10=0.5317 init_gold_top100=0.5732
+step=34850 epoch=3/62 epoch_step=2092/16379 micro_steps=69700 elapsed=47.1s lr=5.983974e-04 loss=2.1595 loss_recon=2.1595 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8001 corrupt_frac=0.5552 acc_corrupt=0.6439 loss_corrupt=2.1595 wrong_frac=0.5062 init_acc_corrupt=0.4596 acc_corrupt_t_0p0_0p2=0.2598 corrupt_frac_t_0p0_0p2=0.1978 acc_corrupt_t_0p2_0p4=0.4782 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.2159 acc_corrupt_t_0p6_0p8=0.8437 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1855 out_w_norm=128.7443 out_g_norm=0.1636 loss_all=1.1715 init_gold_top10=0.5025 init_gold_top100=0.5393
+step=34900 epoch=3/62 epoch_step=2142/16379 micro_steps=69800 elapsed=46.6s lr=5.983926e-04 loss=2.1278 loss_recon=2.1278 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5452 acc_corrupt=0.6485 loss_corrupt=2.1278 wrong_frac=0.5019 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2704 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4761 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.7015 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.2005 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1958 out_w_norm=128.7518 out_g_norm=0.1649 loss_all=1.0084 init_gold_top10=0.5193 init_gold_top100=0.5528
+step=34950 epoch=3/62 epoch_step=2192/16379 micro_steps=69900 elapsed=46.5s lr=5.983877e-04 loss=2.0986 loss_recon=2.0986 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8075 corrupt_frac=0.5460 acc_corrupt=0.6521 loss_corrupt=2.0986 wrong_frac=0.4982 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2698 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4835 corrupt_frac_t_0p2_0p4=0.1937 acc_corrupt_t_0p4_0p6=0.6985 corrupt_frac_t_0p4_0p6=0.2002 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.1943 acc_corrupt_t_0p8_1p0=0.9534 corrupt_frac_t_0p8_1p0=0.2096 out_w_norm=128.7449 out_g_norm=0.1635 loss_all=1.4579 init_gold_top10=0.4927 init_gold_top100=0.5317
+step=35000 epoch=3/62 epoch_step=2242/16379 micro_steps=70000 elapsed=46.8s lr=5.983828e-04 loss=2.1339 loss_recon=2.1339 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8017 corrupt_frac=0.5554 acc_corrupt=0.6477 loss_corrupt=2.1339 wrong_frac=0.5020 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2700 corrupt_frac_t_0p0_0p2=0.2020 acc_corrupt_t_0p2_0p4=0.4773 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.1978 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1918 out_w_norm=128.7379 out_g_norm=0.1627 loss_all=1.2226 init_gold_top10=0.4871 init_gold_top100=0.5273
+step=35050 epoch=3/62 epoch_step=2292/16379 micro_steps=70100 elapsed=47.7s lr=5.983779e-04 loss=2.1334 loss_recon=2.1334 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5528 acc_corrupt=0.6479 loss_corrupt=2.1334 wrong_frac=0.4994 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2656 corrupt_frac_t_0p0_0p2=0.2025 acc_corrupt_t_0p2_0p4=0.4737 corrupt_frac_t_0p2_0p4=0.1997 acc_corrupt_t_0p4_0p6=0.6990 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=128.7225 out_g_norm=0.1631 loss_all=0.9144 init_gold_top10=0.5965 init_gold_top100=0.6172
+step=35100 epoch=3/62 epoch_step=2342/16379 micro_steps=70200 elapsed=46.5s lr=5.983730e-04 loss=2.1312 loss_recon=2.1312 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5499 acc_corrupt=0.6482 loss_corrupt=2.1312 wrong_frac=0.5002 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2656 corrupt_frac_t_0p0_0p2=0.1985 acc_corrupt_t_0p2_0p4=0.4790 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.7012 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8438 corrupt_frac_t_0p6_0p8=0.2093 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.1922 out_w_norm=128.7148 out_g_norm=0.1660 loss_all=1.0669 init_gold_top10=0.5382 init_gold_top100=0.5694
+step=35150 epoch=3/62 epoch_step=2392/16379 micro_steps=70300 elapsed=46.8s lr=5.983681e-04 loss=2.0751 loss_recon=2.0751 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8081 corrupt_frac=0.5508 acc_corrupt=0.6559 loss_corrupt=2.0751 wrong_frac=0.4939 init_acc_corrupt=0.4728 acc_corrupt_t_0p0_0p2=0.2729 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4819 corrupt_frac_t_0p2_0p4=0.1956 acc_corrupt_t_0p4_0p6=0.6958 corrupt_frac_t_0p4_0p6=0.2059 acc_corrupt_t_0p6_0p8=0.8464 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2077 out_w_norm=128.6949 out_g_norm=0.1635 loss_all=1.0904 init_gold_top10=0.5026 init_gold_top100=0.5456
+step=35200 epoch=3/62 epoch_step=2442/16379 micro_steps=70400 elapsed=47.2s lr=5.983631e-04 loss=2.1035 loss_recon=2.1035 loss_meanflow=0.0000 mean_model_t=0.5060 mean_corrupt_t=0.5060 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8080 corrupt_frac=0.5448 acc_corrupt=0.6519 loss_corrupt=2.1035 wrong_frac=0.4972 init_acc_corrupt=0.4689 acc_corrupt_t_0p0_0p2=0.2599 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4841 corrupt_frac_t_0p2_0p4=0.1999 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.1973 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=128.6725 out_g_norm=0.1638 loss_all=1.2203 init_gold_top10=0.4713 init_gold_top100=0.5147
+step=35250 epoch=3/62 epoch_step=2492/16379 micro_steps=70500 elapsed=46.5s lr=5.983582e-04 loss=2.1156 loss_recon=2.1156 loss_meanflow=0.0000 mean_model_t=0.5026 mean_corrupt_t=0.5026 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5505 acc_corrupt=0.6511 loss_corrupt=2.1156 wrong_frac=0.4973 init_acc_corrupt=0.4685 acc_corrupt_t_0p0_0p2=0.2670 corrupt_frac_t_0p0_0p2=0.1957 acc_corrupt_t_0p2_0p4=0.4696 corrupt_frac_t_0p2_0p4=0.2001 acc_corrupt_t_0p4_0p6=0.7016 corrupt_frac_t_0p4_0p6=0.1987 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2082 out_w_norm=128.6624 out_g_norm=0.1624 loss_all=1.0775 init_gold_top10=0.5285 init_gold_top100=0.5564
+step=35300 epoch=3/62 epoch_step=2542/16379 micro_steps=70600 elapsed=46.4s lr=5.983533e-04 loss=2.1141 loss_recon=2.1141 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8038 corrupt_frac=0.5550 acc_corrupt=0.6507 loss_corrupt=2.1141 wrong_frac=0.4977 init_acc_corrupt=0.4676 acc_corrupt_t_0p0_0p2=0.2684 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.4685 corrupt_frac_t_0p2_0p4=0.1968 acc_corrupt_t_0p4_0p6=0.7033 corrupt_frac_t_0p4_0p6=0.2008 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2073 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=128.6411 out_g_norm=0.1629 loss_all=1.3537 init_gold_top10=0.4892 init_gold_top100=0.5227
+step=35350 epoch=3/62 epoch_step=2592/16379 micro_steps=70700 elapsed=47.3s lr=5.983483e-04 loss=2.1267 loss_recon=2.1267 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5508 acc_corrupt=0.6480 loss_corrupt=2.1267 wrong_frac=0.5020 init_acc_corrupt=0.4627 acc_corrupt_t_0p0_0p2=0.2742 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4747 corrupt_frac_t_0p2_0p4=0.2003 acc_corrupt_t_0p4_0p6=0.6984 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2088 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1918 out_w_norm=128.6250 out_g_norm=0.1654 loss_all=1.1695 init_gold_top10=0.4846 init_gold_top100=0.5236
+step=35400 epoch=3/62 epoch_step=2642/16379 micro_steps=70800 elapsed=46.7s lr=5.983434e-04 loss=2.0898 loss_recon=2.0898 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5503 acc_corrupt=0.6538 loss_corrupt=2.0898 wrong_frac=0.4954 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2719 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4745 corrupt_frac_t_0p2_0p4=0.1965 acc_corrupt_t_0p4_0p6=0.7040 corrupt_frac_t_0p4_0p6=0.2046 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1981 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=128.6143 out_g_norm=0.1637 loss_all=1.5941 init_gold_top10=0.4594 init_gold_top100=0.5089
+step=35450 epoch=3/62 epoch_step=2692/16379 micro_steps=70900 elapsed=46.5s lr=5.983384e-04 loss=2.1108 loss_recon=2.1108 loss_meanflow=0.0000 mean_model_t=0.5038 mean_corrupt_t=0.5038 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8048 corrupt_frac=0.5542 acc_corrupt=0.6519 loss_corrupt=2.1108 wrong_frac=0.4973 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2625 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.4785 corrupt_frac_t_0p2_0p4=0.1899 acc_corrupt_t_0p4_0p6=0.6985 corrupt_frac_t_0p4_0p6=0.2110 acc_corrupt_t_0p6_0p8=0.8433 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=128.6055 out_g_norm=0.1628 loss_all=1.3830 init_gold_top10=0.4685 init_gold_top100=0.5082
+step=35500 epoch=3/62 epoch_step=2742/16379 micro_steps=71000 elapsed=47.1s lr=5.983335e-04 loss=2.1021 loss_recon=2.1021 loss_meanflow=0.0000 mean_model_t=0.5009 mean_corrupt_t=0.5009 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5489 acc_corrupt=0.6525 loss_corrupt=2.1021 wrong_frac=0.4965 init_acc_corrupt=0.4698 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.1983 acc_corrupt_t_0p2_0p4=0.4811 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2031 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=128.6016 out_g_norm=0.1627 loss_all=1.1317 init_gold_top10=0.4914 init_gold_top100=0.5276
+step=35550 epoch=3/62 epoch_step=2792/16379 micro_steps=71100 elapsed=46.3s lr=5.983285e-04 loss=2.1573 loss_recon=2.1573 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8014 corrupt_frac=0.5525 acc_corrupt=0.6449 loss_corrupt=2.1573 wrong_frac=0.5024 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2569 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.4747 corrupt_frac_t_0p2_0p4=0.1923 acc_corrupt_t_0p4_0p6=0.7060 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=128.5954 out_g_norm=0.1629 loss_all=1.1827 init_gold_top10=0.5255 init_gold_top100=0.5574
+step=35600 epoch=3/62 epoch_step=2842/16379 micro_steps=71200 elapsed=46.3s lr=5.983235e-04 loss=2.1095 loss_recon=2.1095 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5480 acc_corrupt=0.6518 loss_corrupt=2.1095 wrong_frac=0.4989 init_acc_corrupt=0.4664 acc_corrupt_t_0p0_0p2=0.2729 corrupt_frac_t_0p0_0p2=0.1930 acc_corrupt_t_0p2_0p4=0.4725 corrupt_frac_t_0p2_0p4=0.2092 acc_corrupt_t_0p4_0p6=0.7013 corrupt_frac_t_0p4_0p6=0.1930 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2072 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1975 out_w_norm=128.5840 out_g_norm=0.1634 loss_all=1.1834 init_gold_top10=0.5207 init_gold_top100=0.5540
+step=35650 epoch=3/62 epoch_step=2892/16379 micro_steps=71300 elapsed=46.2s lr=5.983185e-04 loss=2.1217 loss_recon=2.1217 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5505 acc_corrupt=0.6496 loss_corrupt=2.1217 wrong_frac=0.4991 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2646 corrupt_frac_t_0p0_0p2=0.2064 acc_corrupt_t_0p2_0p4=0.4753 corrupt_frac_t_0p2_0p4=0.1900 acc_corrupt_t_0p4_0p6=0.7020 corrupt_frac_t_0p4_0p6=0.1965 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=128.5872 out_g_norm=0.1631 loss_all=1.2981 init_gold_top10=0.4718 init_gold_top100=0.5188
+step=35700 epoch=3/62 epoch_step=2942/16379 micro_steps=71400 elapsed=46.3s lr=5.983135e-04 loss=2.1511 loss_recon=2.1511 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5477 acc_corrupt=0.6448 loss_corrupt=2.1511 wrong_frac=0.5027 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2707 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4621 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.6925 corrupt_frac_t_0p4_0p6=0.1903 acc_corrupt_t_0p6_0p8=0.8455 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=128.5724 out_g_norm=0.1660 loss_all=1.2605 init_gold_top10=0.4475 init_gold_top100=0.4966
+step=35750 epoch=3/62 epoch_step=2992/16379 micro_steps=71500 elapsed=46.3s lr=5.983085e-04 loss=2.1316 loss_recon=2.1316 loss_meanflow=0.0000 mean_model_t=0.4976 mean_corrupt_t=0.4976 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8026 corrupt_frac=0.5535 acc_corrupt=0.6479 loss_corrupt=2.1316 wrong_frac=0.5019 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2686 corrupt_frac_t_0p0_0p2=0.2076 acc_corrupt_t_0p2_0p4=0.4807 corrupt_frac_t_0p2_0p4=0.1945 acc_corrupt_t_0p4_0p6=0.6982 corrupt_frac_t_0p4_0p6=0.2019 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=128.5657 out_g_norm=0.1646 loss_all=0.9804 init_gold_top10=0.5075 init_gold_top100=0.5521
+step=35800 epoch=3/62 epoch_step=3042/16379 micro_steps=71600 elapsed=46.4s lr=5.983035e-04 loss=2.1700 loss_recon=2.1700 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8004 corrupt_frac=0.5543 acc_corrupt=0.6440 loss_corrupt=2.1700 wrong_frac=0.5035 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2615 corrupt_frac_t_0p0_0p2=0.2102 acc_corrupt_t_0p2_0p4=0.4780 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.7000 corrupt_frac_t_0p4_0p6=0.1994 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1960 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=128.5662 out_g_norm=0.1633 loss_all=1.1998 init_gold_top10=0.5232 init_gold_top100=0.5610
+step=35850 epoch=3/62 epoch_step=3092/16379 micro_steps=71700 elapsed=46.3s lr=5.982985e-04 loss=2.1297 loss_recon=2.1297 loss_meanflow=0.0000 mean_model_t=0.4966 mean_corrupt_t=0.4966 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5505 acc_corrupt=0.6475 loss_corrupt=2.1297 wrong_frac=0.5037 init_acc_corrupt=0.4611 acc_corrupt_t_0p0_0p2=0.2724 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.4807 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.7008 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2015 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.1951 out_w_norm=128.5521 out_g_norm=0.1650 loss_all=1.4595 init_gold_top10=0.4240 init_gold_top100=0.4816
+step=35900 epoch=3/62 epoch_step=3142/16379 micro_steps=71800 elapsed=46.3s lr=5.982935e-04 loss=2.1091 loss_recon=2.1091 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5483 acc_corrupt=0.6515 loss_corrupt=2.1091 wrong_frac=0.4984 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2708 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.4776 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6985 corrupt_frac_t_0p4_0p6=0.1966 acc_corrupt_t_0p6_0p8=0.8473 corrupt_frac_t_0p6_0p8=0.1997 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=128.5320 out_g_norm=0.1644 loss_all=1.1707 init_gold_top10=0.5292 init_gold_top100=0.5651
+step=35950 epoch=3/62 epoch_step=3192/16379 micro_steps=71900 elapsed=46.3s lr=5.982884e-04 loss=2.1266 loss_recon=2.1266 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5449 acc_corrupt=0.6498 loss_corrupt=2.1266 wrong_frac=0.4993 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2596 corrupt_frac_t_0p0_0p2=0.2066 acc_corrupt_t_0p2_0p4=0.4849 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.7041 corrupt_frac_t_0p4_0p6=0.1934 acc_corrupt_t_0p6_0p8=0.8513 corrupt_frac_t_0p6_0p8=0.1955 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=128.5085 out_g_norm=0.1635 loss_all=1.0189 init_gold_top10=0.5590 init_gold_top100=0.5923
+step=36000 epoch=3/62 epoch_step=3242/16379 micro_steps=72000 elapsed=46.6s lr=5.982834e-04 loss=2.1268 loss_recon=2.1268 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8040 corrupt_frac=0.5489 acc_corrupt=0.6476 loss_corrupt=2.1268 wrong_frac=0.5034 init_acc_corrupt=0.4629 acc_corrupt_t_0p0_0p2=0.2666 corrupt_frac_t_0p0_0p2=0.2050 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.1915 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.2114 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=128.5008 out_g_norm=0.1647 loss_all=1.4914 init_gold_top10=0.4361 init_gold_top100=0.4894
+step=36050 epoch=3/62 epoch_step=3292/16379 micro_steps=72100 elapsed=47.2s lr=5.982783e-04 loss=2.1268 loss_recon=2.1268 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8044 corrupt_frac=0.5509 acc_corrupt=0.6494 loss_corrupt=2.1268 wrong_frac=0.4991 init_acc_corrupt=0.4668 acc_corrupt_t_0p0_0p2=0.2641 corrupt_frac_t_0p0_0p2=0.1945 acc_corrupt_t_0p2_0p4=0.4745 corrupt_frac_t_0p2_0p4=0.2034 acc_corrupt_t_0p4_0p6=0.6983 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=128.4994 out_g_norm=0.1630 loss_all=1.0969 init_gold_top10=0.5471 init_gold_top100=0.5743
+step=36100 epoch=3/62 epoch_step=3342/16379 micro_steps=72200 elapsed=46.3s lr=5.982733e-04 loss=2.0897 loss_recon=2.0897 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8055 corrupt_frac=0.5533 acc_corrupt=0.6532 loss_corrupt=2.0897 wrong_frac=0.4982 init_acc_corrupt=0.4678 acc_corrupt_t_0p0_0p2=0.2765 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.1973 acc_corrupt_t_0p4_0p6=0.7000 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2056 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.1991 out_w_norm=128.4940 out_g_norm=0.1643 loss_all=1.0175 init_gold_top10=0.5657 init_gold_top100=0.5914
+step=36150 epoch=3/62 epoch_step=3392/16379 micro_steps=72300 elapsed=46.1s lr=5.982682e-04 loss=2.0968 loss_recon=2.0968 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5555 acc_corrupt=0.6520 loss_corrupt=2.0968 wrong_frac=0.5010 init_acc_corrupt=0.4650 acc_corrupt_t_0p0_0p2=0.2767 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4847 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.7008 corrupt_frac_t_0p4_0p6=0.2021 acc_corrupt_t_0p6_0p8=0.8451 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9543 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=128.4694 out_g_norm=0.1637 loss_all=1.2686 init_gold_top10=0.4946 init_gold_top100=0.5435
+step=36200 epoch=3/62 epoch_step=3442/16379 micro_steps=72400 elapsed=47.2s lr=5.982631e-04 loss=2.1716 loss_recon=2.1716 loss_meanflow=0.0000 mean_model_t=0.4909 mean_corrupt_t=0.4909 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8010 corrupt_frac=0.5484 acc_corrupt=0.6419 loss_corrupt=2.1716 wrong_frac=0.5105 init_acc_corrupt=0.4536 acc_corrupt_t_0p0_0p2=0.2686 corrupt_frac_t_0p0_0p2=0.2054 acc_corrupt_t_0p2_0p4=0.4767 corrupt_frac_t_0p2_0p4=0.2070 acc_corrupt_t_0p4_0p6=0.7015 corrupt_frac_t_0p4_0p6=0.2055 acc_corrupt_t_0p6_0p8=0.8450 corrupt_frac_t_0p6_0p8=0.1920 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1902 out_w_norm=128.4403 out_g_norm=0.1648 loss_all=1.2225 init_gold_top10=0.4662 init_gold_top100=0.5171
+step=36250 epoch=3/62 epoch_step=3492/16379 micro_steps=72500 elapsed=53.8s lr=5.982581e-04 loss=2.0887 loss_recon=2.0887 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8077 corrupt_frac=0.5498 acc_corrupt=0.6547 loss_corrupt=2.0887 wrong_frac=0.4936 init_acc_corrupt=0.4720 acc_corrupt_t_0p0_0p2=0.2695 corrupt_frac_t_0p0_0p2=0.1987 acc_corrupt_t_0p2_0p4=0.4771 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.6996 corrupt_frac_t_0p4_0p6=0.1914 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2028 acc_corrupt_t_0p8_1p0=0.9541 corrupt_frac_t_0p8_1p0=0.2119 out_w_norm=128.4154 out_g_norm=0.1649 loss_all=1.4378 init_gold_top10=0.4388 init_gold_top100=0.4882
+step=36300 epoch=3/62 epoch_step=3542/16379 micro_steps=72600 elapsed=46.1s lr=5.982530e-04 loss=2.1315 loss_recon=2.1315 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8045 corrupt_frac=0.5492 acc_corrupt=0.6482 loss_corrupt=2.1315 wrong_frac=0.5004 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2723 corrupt_frac_t_0p0_0p2=0.1987 acc_corrupt_t_0p2_0p4=0.4690 corrupt_frac_t_0p2_0p4=0.2046 acc_corrupt_t_0p4_0p6=0.6983 corrupt_frac_t_0p4_0p6=0.1951 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9536 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=128.4021 out_g_norm=0.1663 loss_all=1.2879 init_gold_top10=0.4658 init_gold_top100=0.5118
+step=36350 epoch=3/62 epoch_step=3592/16379 micro_steps=72700 elapsed=45.9s lr=5.982479e-04 loss=2.1327 loss_recon=2.1327 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8040 corrupt_frac=0.5514 acc_corrupt=0.6485 loss_corrupt=2.1327 wrong_frac=0.5015 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2637 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.4715 corrupt_frac_t_0p2_0p4=0.2051 acc_corrupt_t_0p4_0p6=0.7034 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.2027 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.1983 out_w_norm=128.3892 out_g_norm=0.1642 loss_all=1.0809 init_gold_top10=0.5138 init_gold_top100=0.5544
+step=36400 epoch=3/62 epoch_step=3642/16379 micro_steps=72800 elapsed=46.2s lr=5.982428e-04 loss=2.0841 loss_recon=2.0841 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8072 corrupt_frac=0.5516 acc_corrupt=0.6548 loss_corrupt=2.0841 wrong_frac=0.4963 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2743 corrupt_frac_t_0p0_0p2=0.1922 acc_corrupt_t_0p2_0p4=0.4789 corrupt_frac_t_0p2_0p4=0.2004 acc_corrupt_t_0p4_0p6=0.6958 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2047 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=128.3661 out_g_norm=0.1638 loss_all=1.6732 init_gold_top10=0.4533 init_gold_top100=0.5050
+step=36450 epoch=3/62 epoch_step=3692/16379 micro_steps=72900 elapsed=46.1s lr=5.982377e-04 loss=2.1385 loss_recon=2.1385 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5509 acc_corrupt=0.6470 loss_corrupt=2.1385 wrong_frac=0.5022 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4796 corrupt_frac_t_0p2_0p4=0.2079 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.1920 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1960 out_w_norm=128.3578 out_g_norm=0.1652 loss_all=0.9226 init_gold_top10=0.5519 init_gold_top100=0.5739
+step=36500 epoch=3/62 epoch_step=3742/16379 micro_steps=73000 elapsed=46.5s lr=5.982326e-04 loss=2.1288 loss_recon=2.1288 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5537 acc_corrupt=0.6490 loss_corrupt=2.1288 wrong_frac=0.5004 init_acc_corrupt=0.4644 acc_corrupt_t_0p0_0p2=0.2695 corrupt_frac_t_0p0_0p2=0.2058 acc_corrupt_t_0p2_0p4=0.4809 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.7050 corrupt_frac_t_0p4_0p6=0.1943 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.1943 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2027 out_w_norm=128.3470 out_g_norm=0.1652 loss_all=1.4300 init_gold_top10=0.4578 init_gold_top100=0.5079
+step=36550 epoch=3/62 epoch_step=3792/16379 micro_steps=73100 elapsed=46.6s lr=5.982275e-04 loss=2.1390 loss_recon=2.1390 loss_meanflow=0.0000 mean_model_t=0.4982 mean_corrupt_t=0.4982 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5524 acc_corrupt=0.6481 loss_corrupt=2.1390 wrong_frac=0.5001 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.2692 corrupt_frac_t_0p0_0p2=0.2038 acc_corrupt_t_0p2_0p4=0.4725 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.1935 acc_corrupt_t_0p6_0p8=0.8493 corrupt_frac_t_0p6_0p8=0.2002 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=128.3420 out_g_norm=0.1637 loss_all=1.2794 init_gold_top10=0.4684 init_gold_top100=0.5156
+step=36600 epoch=3/62 epoch_step=3842/16379 micro_steps=73200 elapsed=46.4s lr=5.982223e-04 loss=2.1520 loss_recon=2.1520 loss_meanflow=0.0000 mean_model_t=0.4933 mean_corrupt_t=0.4933 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8008 corrupt_frac=0.5549 acc_corrupt=0.6451 loss_corrupt=2.1520 wrong_frac=0.5045 init_acc_corrupt=0.4591 acc_corrupt_t_0p0_0p2=0.2713 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.2141 acc_corrupt_t_0p4_0p6=0.7058 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.1930 out_w_norm=128.3400 out_g_norm=0.1651 loss_all=1.4167 init_gold_top10=0.4423 init_gold_top100=0.4859
+step=36650 epoch=3/62 epoch_step=3892/16379 micro_steps=73300 elapsed=46.6s lr=5.982172e-04 loss=2.1136 loss_recon=2.1136 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8057 corrupt_frac=0.5498 acc_corrupt=0.6510 loss_corrupt=2.1136 wrong_frac=0.4974 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2681 corrupt_frac_t_0p0_0p2=0.2010 acc_corrupt_t_0p2_0p4=0.4784 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.1957 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=128.3449 out_g_norm=0.1637 loss_all=0.9745 init_gold_top10=0.5513 init_gold_top100=0.5792
+step=36700 epoch=3/62 epoch_step=3942/16379 micro_steps=73400 elapsed=46.7s lr=5.982120e-04 loss=2.1226 loss_recon=2.1226 loss_meanflow=0.0000 mean_model_t=0.4959 mean_corrupt_t=0.4959 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5446 acc_corrupt=0.6492 loss_corrupt=2.1226 wrong_frac=0.5042 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2689 corrupt_frac_t_0p0_0p2=0.1973 acc_corrupt_t_0p2_0p4=0.4854 corrupt_frac_t_0p2_0p4=0.2085 acc_corrupt_t_0p4_0p6=0.7019 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.1956 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1939 out_w_norm=128.3137 out_g_norm=0.1670 loss_all=1.2498 init_gold_top10=0.4404 init_gold_top100=0.4868
+step=36750 epoch=3/62 epoch_step=3992/16379 micro_steps=73500 elapsed=46.7s lr=5.982069e-04 loss=2.1149 loss_recon=2.1149 loss_meanflow=0.0000 mean_model_t=0.4992 mean_corrupt_t=0.4992 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8080 corrupt_frac=0.5417 acc_corrupt=0.6498 loss_corrupt=2.1149 wrong_frac=0.5022 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2743 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.2032 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.2077 acc_corrupt_t_0p6_0p8=0.8526 corrupt_frac_t_0p6_0p8=0.2035 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1896 out_w_norm=128.2833 out_g_norm=0.1663 loss_all=1.1799 init_gold_top10=0.4596 init_gold_top100=0.5050
+step=36800 epoch=3/62 epoch_step=4042/16379 micro_steps=73600 elapsed=46.6s lr=5.982017e-04 loss=2.0548 loss_recon=2.0548 loss_meanflow=0.0000 mean_model_t=0.5111 mean_corrupt_t=0.5111 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8102 corrupt_frac=0.5520 acc_corrupt=0.6603 loss_corrupt=2.0548 wrong_frac=0.4898 init_acc_corrupt=0.4791 acc_corrupt_t_0p0_0p2=0.2665 corrupt_frac_t_0p0_0p2=0.1894 acc_corrupt_t_0p2_0p4=0.4790 corrupt_frac_t_0p2_0p4=0.1895 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8501 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=128.2599 out_g_norm=0.1626 loss_all=0.8221 init_gold_top10=0.5944 init_gold_top100=0.6207
+step=36850 epoch=3/62 epoch_step=4092/16379 micro_steps=73700 elapsed=46.6s lr=5.981966e-04 loss=2.1193 loss_recon=2.1193 loss_meanflow=0.0000 mean_model_t=0.4977 mean_corrupt_t=0.4977 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5528 acc_corrupt=0.6492 loss_corrupt=2.1193 wrong_frac=0.5018 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2682 corrupt_frac_t_0p0_0p2=0.1988 acc_corrupt_t_0p2_0p4=0.4781 corrupt_frac_t_0p2_0p4=0.2032 acc_corrupt_t_0p4_0p6=0.7037 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=128.2557 out_g_norm=0.1641 loss_all=1.2241 init_gold_top10=0.4606 init_gold_top100=0.4989
+step=36900 epoch=3/62 epoch_step=4142/16379 micro_steps=73800 elapsed=46.8s lr=5.981914e-04 loss=2.0964 loss_recon=2.0964 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8069 corrupt_frac=0.5500 acc_corrupt=0.6531 loss_corrupt=2.0964 wrong_frac=0.4974 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2705 corrupt_frac_t_0p0_0p2=0.2048 acc_corrupt_t_0p2_0p4=0.4816 corrupt_frac_t_0p2_0p4=0.1952 acc_corrupt_t_0p4_0p6=0.7061 corrupt_frac_t_0p4_0p6=0.1964 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2062 out_w_norm=128.2531 out_g_norm=0.1654 loss_all=0.9992 init_gold_top10=0.5487 init_gold_top100=0.5751
+step=36950 epoch=3/62 epoch_step=4192/16379 micro_steps=73900 elapsed=46.6s lr=5.981862e-04 loss=2.1530 loss_recon=2.1530 loss_meanflow=0.0000 mean_model_t=0.4953 mean_corrupt_t=0.4953 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8033 corrupt_frac=0.5474 acc_corrupt=0.6452 loss_corrupt=2.1530 wrong_frac=0.5060 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2671 corrupt_frac_t_0p0_0p2=0.2085 acc_corrupt_t_0p2_0p4=0.4785 corrupt_frac_t_0p2_0p4=0.1983 acc_corrupt_t_0p4_0p6=0.7032 corrupt_frac_t_0p4_0p6=0.2011 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.1931 out_w_norm=128.2424 out_g_norm=0.1644 loss_all=1.2832 init_gold_top10=0.4663 init_gold_top100=0.5046
+step=37000 epoch=3/62 epoch_step=4242/16379 micro_steps=74000 elapsed=46.4s lr=5.981810e-04 loss=2.1595 loss_recon=2.1595 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5485 acc_corrupt=0.6438 loss_corrupt=2.1595 wrong_frac=0.5038 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2548 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.4762 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.7048 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8472 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=128.2501 out_g_norm=0.1644 loss_all=1.4096 init_gold_top10=0.4889 init_gold_top100=0.5270
+step=37050 epoch=3/62 epoch_step=4292/16379 micro_steps=74100 elapsed=47.4s lr=5.981758e-04 loss=2.1106 loss_recon=2.1106 loss_meanflow=0.0000 mean_model_t=0.4969 mean_corrupt_t=0.4969 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5462 acc_corrupt=0.6500 loss_corrupt=2.1106 wrong_frac=0.5026 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2723 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4812 corrupt_frac_t_0p2_0p4=0.2056 acc_corrupt_t_0p4_0p6=0.7006 corrupt_frac_t_0p4_0p6=0.2020 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1970 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=128.2485 out_g_norm=0.1658 loss_all=1.0786 init_gold_top10=0.5423 init_gold_top100=0.5683
+step=37100 epoch=3/62 epoch_step=4342/16379 micro_steps=74200 elapsed=46.7s lr=5.981706e-04 loss=2.1083 loss_recon=2.1083 loss_meanflow=0.0000 mean_model_t=0.4997 mean_corrupt_t=0.4997 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5531 acc_corrupt=0.6509 loss_corrupt=2.1083 wrong_frac=0.5001 init_acc_corrupt=0.4655 acc_corrupt_t_0p0_0p2=0.2722 corrupt_frac_t_0p0_0p2=0.1993 acc_corrupt_t_0p2_0p4=0.4778 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.7007 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8446 corrupt_frac_t_0p6_0p8=0.2079 acc_corrupt_t_0p8_1p0=0.9545 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=128.2490 out_g_norm=0.1649 loss_all=1.0947 init_gold_top10=0.4851 init_gold_top100=0.5212
+step=37150 epoch=3/62 epoch_step=4392/16379 micro_steps=74300 elapsed=46.7s lr=5.981654e-04 loss=2.0902 loss_recon=2.0902 loss_meanflow=0.0000 mean_model_t=0.5082 mean_corrupt_t=0.5082 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5548 acc_corrupt=0.6552 loss_corrupt=2.0902 wrong_frac=0.4919 init_acc_corrupt=0.4743 acc_corrupt_t_0p0_0p2=0.2630 corrupt_frac_t_0p0_0p2=0.1915 acc_corrupt_t_0p2_0p4=0.4748 corrupt_frac_t_0p2_0p4=0.1994 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.1988 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=128.2347 out_g_norm=0.1622 loss_all=1.1331 init_gold_top10=0.4725 init_gold_top100=0.5073
+step=37200 epoch=3/62 epoch_step=4442/16379 micro_steps=74400 elapsed=47.1s lr=5.981602e-04 loss=2.0886 loss_recon=2.0886 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8074 corrupt_frac=0.5505 acc_corrupt=0.6544 loss_corrupt=2.0886 wrong_frac=0.4952 init_acc_corrupt=0.4707 acc_corrupt_t_0p0_0p2=0.2729 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.4730 corrupt_frac_t_0p2_0p4=0.1950 acc_corrupt_t_0p4_0p6=0.7040 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2065 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=128.2192 out_g_norm=0.1647 loss_all=1.4265 init_gold_top10=0.4689 init_gold_top100=0.5211
+step=37250 epoch=3/62 epoch_step=4492/16379 micro_steps=74500 elapsed=46.7s lr=5.981550e-04 loss=2.1012 loss_recon=2.1012 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8074 corrupt_frac=0.5482 acc_corrupt=0.6525 loss_corrupt=2.1012 wrong_frac=0.4970 init_acc_corrupt=0.4682 acc_corrupt_t_0p0_0p2=0.2681 corrupt_frac_t_0p0_0p2=0.1890 acc_corrupt_t_0p2_0p4=0.4714 corrupt_frac_t_0p2_0p4=0.2094 acc_corrupt_t_0p4_0p6=0.7045 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2024 out_w_norm=128.1895 out_g_norm=0.1641 loss_all=0.8632 init_gold_top10=0.5662 init_gold_top100=0.5847
+step=37300 epoch=3/62 epoch_step=4542/16379 micro_steps=74600 elapsed=46.5s lr=5.981497e-04 loss=2.1047 loss_recon=2.1047 loss_meanflow=0.0000 mean_model_t=0.4961 mean_corrupt_t=0.4961 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8072 corrupt_frac=0.5457 acc_corrupt=0.6509 loss_corrupt=2.1047 wrong_frac=0.5027 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2756 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4769 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.7000 corrupt_frac_t_0p4_0p6=0.2115 acc_corrupt_t_0p6_0p8=0.8511 corrupt_frac_t_0p6_0p8=0.1940 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1969 out_w_norm=128.1574 out_g_norm=0.1662 loss_all=0.9919 init_gold_top10=0.5846 init_gold_top100=0.6111
+step=37350 epoch=3/62 epoch_step=4592/16379 micro_steps=74700 elapsed=46.4s lr=5.981445e-04 loss=2.1263 loss_recon=2.1263 loss_meanflow=0.0000 mean_model_t=0.4942 mean_corrupt_t=0.4942 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5520 acc_corrupt=0.6484 loss_corrupt=2.1263 wrong_frac=0.5017 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2741 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.4767 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.6991 corrupt_frac_t_0p4_0p6=0.2030 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.1910 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=128.1398 out_g_norm=0.1655 loss_all=1.2854 init_gold_top10=0.5016 init_gold_top100=0.5357
+step=37400 epoch=3/62 epoch_step=4642/16379 micro_steps=74800 elapsed=46.5s lr=5.981393e-04 loss=2.1588 loss_recon=2.1588 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5539 acc_corrupt=0.6448 loss_corrupt=2.1588 wrong_frac=0.5043 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2661 corrupt_frac_t_0p0_0p2=0.2052 acc_corrupt_t_0p2_0p4=0.4705 corrupt_frac_t_0p2_0p4=0.1977 acc_corrupt_t_0p4_0p6=0.7006 corrupt_frac_t_0p4_0p6=0.2043 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1952 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=128.1453 out_g_norm=0.1647 loss_all=1.2836 init_gold_top10=0.5101 init_gold_top100=0.5461
+step=37450 epoch=3/62 epoch_step=4692/16379 micro_steps=74900 elapsed=46.4s lr=5.981340e-04 loss=2.1239 loss_recon=2.1239 loss_meanflow=0.0000 mean_model_t=0.4973 mean_corrupt_t=0.4973 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8048 corrupt_frac=0.5484 acc_corrupt=0.6489 loss_corrupt=2.1239 wrong_frac=0.5004 init_acc_corrupt=0.4642 acc_corrupt_t_0p0_0p2=0.2664 corrupt_frac_t_0p0_0p2=0.2071 acc_corrupt_t_0p2_0p4=0.4792 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.7054 corrupt_frac_t_0p4_0p6=0.1952 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1963 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=128.1521 out_g_norm=0.1659 loss_all=1.0955 init_gold_top10=0.5194 init_gold_top100=0.5448
+step=37500 epoch=3/62 epoch_step=4742/16379 micro_steps=75000 elapsed=46.6s lr=5.981287e-04 loss=2.1229 loss_recon=2.1229 loss_meanflow=0.0000 mean_model_t=0.4916 mean_corrupt_t=0.4916 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5502 acc_corrupt=0.6483 loss_corrupt=2.1229 wrong_frac=0.5043 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2810 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4777 corrupt_frac_t_0p2_0p4=0.2068 acc_corrupt_t_0p4_0p6=0.6989 corrupt_frac_t_0p4_0p6=0.1972 acc_corrupt_t_0p6_0p8=0.8499 corrupt_frac_t_0p6_0p8=0.1985 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=128.1255 out_g_norm=0.1654 loss_all=1.1864 init_gold_top10=0.4908 init_gold_top100=0.5391
+step=37550 epoch=3/62 epoch_step=4792/16379 micro_steps=75100 elapsed=46.4s lr=5.981235e-04 loss=2.1131 loss_recon=2.1131 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8078 corrupt_frac=0.5422 acc_corrupt=0.6499 loss_corrupt=2.1131 wrong_frac=0.5003 init_acc_corrupt=0.4643 acc_corrupt_t_0p0_0p2=0.2739 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4671 corrupt_frac_t_0p2_0p4=0.2054 acc_corrupt_t_0p4_0p6=0.7020 corrupt_frac_t_0p4_0p6=0.1960 acc_corrupt_t_0p6_0p8=0.8498 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.1962 out_w_norm=128.0880 out_g_norm=0.1653 loss_all=0.9811 init_gold_top10=0.4930 init_gold_top100=0.5310
+step=37600 epoch=3/62 epoch_step=4842/16379 micro_steps=75200 elapsed=46.2s lr=5.981182e-04 loss=2.1029 loss_recon=2.1029 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5474 acc_corrupt=0.6521 loss_corrupt=2.1029 wrong_frac=0.4980 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2709 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6980 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8474 corrupt_frac_t_0p6_0p8=0.1943 acc_corrupt_t_0p8_1p0=0.9585 corrupt_frac_t_0p8_1p0=0.2069 out_w_norm=128.0629 out_g_norm=0.1662 loss_all=1.3170 init_gold_top10=0.4711 init_gold_top100=0.5225
+step=37650 epoch=3/62 epoch_step=4892/16379 micro_steps=75300 elapsed=46.1s lr=5.981129e-04 loss=2.1395 loss_recon=2.1395 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5442 acc_corrupt=0.6471 loss_corrupt=2.1395 wrong_frac=0.5037 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2649 corrupt_frac_t_0p0_0p2=0.2080 acc_corrupt_t_0p2_0p4=0.4815 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.7003 corrupt_frac_t_0p4_0p6=0.1942 acc_corrupt_t_0p6_0p8=0.8444 corrupt_frac_t_0p6_0p8=0.1988 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=128.0323 out_g_norm=0.1652 loss_all=1.2086 init_gold_top10=0.4560 init_gold_top100=0.5065
+step=37700 epoch=3/62 epoch_step=4942/16379 micro_steps=75400 elapsed=46.1s lr=5.981076e-04 loss=2.1978 loss_recon=2.1978 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7984 corrupt_frac=0.5519 acc_corrupt=0.6393 loss_corrupt=2.1978 wrong_frac=0.5108 init_acc_corrupt=0.4535 acc_corrupt_t_0p0_0p2=0.2603 corrupt_frac_t_0p0_0p2=0.2106 acc_corrupt_t_0p2_0p4=0.4775 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.7006 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9532 corrupt_frac_t_0p8_1p0=0.1899 out_w_norm=128.0067 out_g_norm=0.1654 loss_all=1.1883 init_gold_top10=0.4712 init_gold_top100=0.5078
+step=37750 epoch=3/62 epoch_step=4992/16379 micro_steps=75500 elapsed=46.2s lr=5.981023e-04 loss=2.1004 loss_recon=2.1004 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8083 corrupt_frac=0.5434 acc_corrupt=0.6516 loss_corrupt=2.1004 wrong_frac=0.5007 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2698 corrupt_frac_t_0p0_0p2=0.1950 acc_corrupt_t_0p2_0p4=0.4864 corrupt_frac_t_0p2_0p4=0.2033 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.2140 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.1898 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=127.9924 out_g_norm=0.1657 loss_all=1.0124 init_gold_top10=0.5319 init_gold_top100=0.5623
+step=37800 epoch=3/62 epoch_step=5042/16379 micro_steps=75600 elapsed=46.2s lr=5.980970e-04 loss=2.1417 loss_recon=2.1417 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5517 acc_corrupt=0.6466 loss_corrupt=2.1417 wrong_frac=0.5037 init_acc_corrupt=0.4620 acc_corrupt_t_0p0_0p2=0.2666 corrupt_frac_t_0p0_0p2=0.2045 acc_corrupt_t_0p2_0p4=0.4784 corrupt_frac_t_0p2_0p4=0.2036 acc_corrupt_t_0p4_0p6=0.7008 corrupt_frac_t_0p4_0p6=0.1955 acc_corrupt_t_0p6_0p8=0.8456 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=127.9851 out_g_norm=0.1642 loss_all=1.1370 init_gold_top10=0.5260 init_gold_top100=0.5639
+step=37850 epoch=3/62 epoch_step=5092/16379 micro_steps=75700 elapsed=46.1s lr=5.980917e-04 loss=2.1156 loss_recon=2.1156 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5474 acc_corrupt=0.6505 loss_corrupt=2.1156 wrong_frac=0.5022 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2719 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4796 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.6994 corrupt_frac_t_0p4_0p6=0.2084 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2021 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=127.9878 out_g_norm=0.1661 loss_all=0.9979 init_gold_top10=0.5546 init_gold_top100=0.5994
+step=37900 epoch=3/62 epoch_step=5142/16379 micro_steps=75800 elapsed=46.0s lr=5.980864e-04 loss=2.1273 loss_recon=2.1273 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5449 acc_corrupt=0.6474 loss_corrupt=2.1273 wrong_frac=0.5058 init_acc_corrupt=0.4585 acc_corrupt_t_0p0_0p2=0.2807 corrupt_frac_t_0p0_0p2=0.2040 acc_corrupt_t_0p2_0p4=0.4699 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.6978 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=127.9790 out_g_norm=0.1660 loss_all=0.9432 init_gold_top10=0.5588 init_gold_top100=0.5932
+step=37950 epoch=3/62 epoch_step=5192/16379 micro_steps=75900 elapsed=46.4s lr=5.980810e-04 loss=2.0811 loss_recon=2.0811 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8083 corrupt_frac=0.5493 acc_corrupt=0.6553 loss_corrupt=2.0811 wrong_frac=0.4949 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4762 corrupt_frac_t_0p2_0p4=0.1953 acc_corrupt_t_0p4_0p6=0.7044 corrupt_frac_t_0p4_0p6=0.1996 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2040 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2055 out_w_norm=127.9617 out_g_norm=0.1653 loss_all=1.2259 init_gold_top10=0.4959 init_gold_top100=0.5384
+step=38000 epoch=3/62 epoch_step=5242/16379 micro_steps=76000 elapsed=46.1s lr=5.980757e-04 loss=2.0782 loss_recon=2.0782 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8097 corrupt_frac=0.5459 acc_corrupt=0.6556 loss_corrupt=2.0782 wrong_frac=0.4969 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2783 corrupt_frac_t_0p0_0p2=0.1960 acc_corrupt_t_0p2_0p4=0.4862 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.6993 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1986 out_w_norm=127.9502 out_g_norm=0.1657 loss_all=1.2184 init_gold_top10=0.4384 init_gold_top100=0.4852
+step=38050 epoch=3/62 epoch_step=5292/16379 micro_steps=76100 elapsed=47.3s lr=5.980704e-04 loss=2.1053 loss_recon=2.1053 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5473 acc_corrupt=0.6522 loss_corrupt=2.1053 wrong_frac=0.4984 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2725 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.2052 acc_corrupt_t_0p4_0p6=0.7076 corrupt_frac_t_0p4_0p6=0.1902 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.1993 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2071 out_w_norm=127.9420 out_g_norm=0.1646 loss_all=1.2505 init_gold_top10=0.5089 init_gold_top100=0.5547
+step=38100 epoch=3/62 epoch_step=5342/16379 micro_steps=76200 elapsed=46.1s lr=5.980650e-04 loss=2.0834 loss_recon=2.0834 loss_meanflow=0.0000 mean_model_t=0.5019 mean_corrupt_t=0.5019 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8066 corrupt_frac=0.5524 acc_corrupt=0.6543 loss_corrupt=2.0834 wrong_frac=0.4961 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2743 corrupt_frac_t_0p0_0p2=0.1975 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.1929 acc_corrupt_t_0p4_0p6=0.6999 corrupt_frac_t_0p4_0p6=0.1989 acc_corrupt_t_0p6_0p8=0.8475 corrupt_frac_t_0p6_0p8=0.2085 acc_corrupt_t_0p8_1p0=0.9539 corrupt_frac_t_0p8_1p0=0.2022 out_w_norm=127.9146 out_g_norm=0.1645 loss_all=1.3207 init_gold_top10=0.4066 init_gold_top100=0.4642
+step=38150 epoch=3/62 epoch_step=5392/16379 micro_steps=76300 elapsed=46.0s lr=5.980597e-04 loss=2.1212 loss_recon=2.1212 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8049 corrupt_frac=0.5497 acc_corrupt=0.6489 loss_corrupt=2.1212 wrong_frac=0.5017 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2745 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4773 corrupt_frac_t_0p2_0p4=0.2070 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2015 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1933 out_w_norm=127.8953 out_g_norm=0.1648 loss_all=1.1394 init_gold_top10=0.5130 init_gold_top100=0.5446
+step=38200 epoch=3/62 epoch_step=5442/16379 micro_steps=76400 elapsed=46.9s lr=5.980543e-04 loss=2.0972 loss_recon=2.0972 loss_meanflow=0.0000 mean_model_t=0.5023 mean_corrupt_t=0.5023 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5507 acc_corrupt=0.6535 loss_corrupt=2.0972 wrong_frac=0.4967 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2716 corrupt_frac_t_0p0_0p2=0.1940 acc_corrupt_t_0p2_0p4=0.4772 corrupt_frac_t_0p2_0p4=0.2063 acc_corrupt_t_0p4_0p6=0.6961 corrupt_frac_t_0p4_0p6=0.1925 acc_corrupt_t_0p6_0p8=0.8531 corrupt_frac_t_0p6_0p8=0.2033 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=127.8783 out_g_norm=0.1642 loss_all=1.4494 init_gold_top10=0.4689 init_gold_top100=0.5072
+step=38250 epoch=3/62 epoch_step=5492/16379 micro_steps=76500 elapsed=46.1s lr=5.980489e-04 loss=2.1011 loss_recon=2.1011 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8046 corrupt_frac=0.5553 acc_corrupt=0.6523 loss_corrupt=2.1011 wrong_frac=0.4975 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2753 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4713 corrupt_frac_t_0p2_0p4=0.1975 acc_corrupt_t_0p4_0p6=0.6976 corrupt_frac_t_0p4_0p6=0.1990 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2001 out_w_norm=127.8593 out_g_norm=0.1657 loss_all=0.9852 init_gold_top10=0.5775 init_gold_top100=0.6088
+step=38300 epoch=3/62 epoch_step=5542/16379 micro_steps=76600 elapsed=46.1s lr=5.980435e-04 loss=2.1037 loss_recon=2.1037 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8058 corrupt_frac=0.5503 acc_corrupt=0.6516 loss_corrupt=2.1037 wrong_frac=0.4998 init_acc_corrupt=0.4658 acc_corrupt_t_0p0_0p2=0.2751 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4809 corrupt_frac_t_0p2_0p4=0.2027 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.1905 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.2025 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2021 out_w_norm=127.8427 out_g_norm=0.1634 loss_all=1.0519 init_gold_top10=0.4896 init_gold_top100=0.5267
+step=38350 epoch=3/62 epoch_step=5592/16379 micro_steps=76700 elapsed=46.0s lr=5.980382e-04 loss=2.0596 loss_recon=2.0596 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8097 corrupt_frac=0.5475 acc_corrupt=0.6575 loss_corrupt=2.0596 wrong_frac=0.4948 init_acc_corrupt=0.4717 acc_corrupt_t_0p0_0p2=0.2761 corrupt_frac_t_0p0_0p2=0.1966 acc_corrupt_t_0p2_0p4=0.4840 corrupt_frac_t_0p2_0p4=0.1941 acc_corrupt_t_0p4_0p6=0.6978 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.2070 acc_corrupt_t_0p8_1p0=0.9589 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=127.8306 out_g_norm=0.1640 loss_all=1.3901 init_gold_top10=0.4557 init_gold_top100=0.4944
+step=38400 epoch=3/62 epoch_step=5642/16379 micro_steps=76800 elapsed=46.3s lr=5.980328e-04 loss=2.1316 loss_recon=2.1316 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5483 acc_corrupt=0.6475 loss_corrupt=2.1316 wrong_frac=0.5031 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2727 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.4758 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=127.8188 out_g_norm=0.1664 loss_all=0.9496 init_gold_top10=0.5800 init_gold_top100=0.6056
+step=38450 epoch=3/62 epoch_step=5692/16379 micro_steps=76900 elapsed=46.3s lr=5.980274e-04 loss=2.1063 loss_recon=2.1063 loss_meanflow=0.0000 mean_model_t=0.4996 mean_corrupt_t=0.4996 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5527 acc_corrupt=0.6515 loss_corrupt=2.1063 wrong_frac=0.4986 init_acc_corrupt=0.4659 acc_corrupt_t_0p0_0p2=0.2729 corrupt_frac_t_0p0_0p2=0.1955 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.2075 acc_corrupt_t_0p4_0p6=0.7043 corrupt_frac_t_0p4_0p6=0.1926 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2023 acc_corrupt_t_0p8_1p0=0.9533 corrupt_frac_t_0p8_1p0=0.2020 out_w_norm=127.8204 out_g_norm=0.1638 loss_all=1.3488 init_gold_top10=0.4574 init_gold_top100=0.5022
+step=38500 epoch=3/62 epoch_step=5742/16379 micro_steps=77000 elapsed=47.3s lr=5.980219e-04 loss=2.0410 loss_recon=2.0410 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8104 corrupt_frac=0.5513 acc_corrupt=0.6606 loss_corrupt=2.0410 wrong_frac=0.4910 init_acc_corrupt=0.4764 acc_corrupt_t_0p0_0p2=0.2777 corrupt_frac_t_0p0_0p2=0.1908 acc_corrupt_t_0p2_0p4=0.4799 corrupt_frac_t_0p2_0p4=0.1943 acc_corrupt_t_0p4_0p6=0.7044 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8486 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.2076 out_w_norm=127.8139 out_g_norm=0.1645 loss_all=1.1793 init_gold_top10=0.4943 init_gold_top100=0.5287
+step=38550 epoch=3/62 epoch_step=5792/16379 micro_steps=77100 elapsed=52.7s lr=5.980165e-04 loss=2.1268 loss_recon=2.1268 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5508 acc_corrupt=0.6488 loss_corrupt=2.1268 wrong_frac=0.5039 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.2718 corrupt_frac_t_0p0_0p2=0.2063 acc_corrupt_t_0p2_0p4=0.4793 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.7033 corrupt_frac_t_0p4_0p6=0.1983 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.2012 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=127.7936 out_g_norm=0.1644 loss_all=1.1657 init_gold_top10=0.4649 init_gold_top100=0.5040
+step=38600 epoch=3/62 epoch_step=5842/16379 micro_steps=77200 elapsed=72.6s lr=5.980111e-04 loss=2.1004 loss_recon=2.1004 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8068 corrupt_frac=0.5476 acc_corrupt=0.6515 loss_corrupt=2.1004 wrong_frac=0.5002 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2740 corrupt_frac_t_0p0_0p2=0.2060 acc_corrupt_t_0p2_0p4=0.4805 corrupt_frac_t_0p2_0p4=0.1969 acc_corrupt_t_0p4_0p6=0.7042 corrupt_frac_t_0p4_0p6=0.1935 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2036 out_w_norm=127.7871 out_g_norm=0.1658 loss_all=0.9878 init_gold_top10=0.5620 init_gold_top100=0.5905
+step=38650 epoch=3/62 epoch_step=5892/16379 micro_steps=77300 elapsed=73.0s lr=5.980057e-04 loss=2.1648 loss_recon=2.1648 loss_meanflow=0.0000 mean_model_t=0.4944 mean_corrupt_t=0.4944 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8003 corrupt_frac=0.5529 acc_corrupt=0.6431 loss_corrupt=2.1648 wrong_frac=0.5075 init_acc_corrupt=0.4565 acc_corrupt_t_0p0_0p2=0.2712 corrupt_frac_t_0p0_0p2=0.2002 acc_corrupt_t_0p2_0p4=0.4720 corrupt_frac_t_0p2_0p4=0.2081 acc_corrupt_t_0p4_0p6=0.6983 corrupt_frac_t_0p4_0p6=0.2108 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1906 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=127.7841 out_g_norm=0.1668 loss_all=1.2292 init_gold_top10=0.4598 init_gold_top100=0.4921
+step=38700 epoch=3/62 epoch_step=5942/16379 micro_steps=77400 elapsed=73.0s lr=5.980002e-04 loss=2.0608 loss_recon=2.0608 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8102 corrupt_frac=0.5473 acc_corrupt=0.6576 loss_corrupt=2.0608 wrong_frac=0.4956 init_acc_corrupt=0.4706 acc_corrupt_t_0p0_0p2=0.2789 corrupt_frac_t_0p0_0p2=0.1879 acc_corrupt_t_0p2_0p4=0.4808 corrupt_frac_t_0p2_0p4=0.2080 acc_corrupt_t_0p4_0p6=0.7041 corrupt_frac_t_0p4_0p6=0.2005 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.2030 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.2006 out_w_norm=127.7846 out_g_norm=0.1652 loss_all=1.5069 init_gold_top10=0.4298 init_gold_top100=0.4698
+step=38750 epoch=3/62 epoch_step=5992/16379 micro_steps=77500 elapsed=72.7s lr=5.979948e-04 loss=2.1812 loss_recon=2.1812 loss_meanflow=0.0000 mean_model_t=0.4928 mean_corrupt_t=0.4928 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5442 acc_corrupt=0.6411 loss_corrupt=2.1812 wrong_frac=0.5103 init_acc_corrupt=0.4541 acc_corrupt_t_0p0_0p2=0.2673 corrupt_frac_t_0p0_0p2=0.2095 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.6972 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8519 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1920 out_w_norm=127.7873 out_g_norm=0.1663 loss_all=1.2287 init_gold_top10=0.5003 init_gold_top100=0.5483
+step=38800 epoch=3/62 epoch_step=6042/16379 micro_steps=77600 elapsed=73.1s lr=5.979893e-04 loss=2.1458 loss_recon=2.1458 loss_meanflow=0.0000 mean_model_t=0.4958 mean_corrupt_t=0.4958 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5514 acc_corrupt=0.6466 loss_corrupt=2.1458 wrong_frac=0.5024 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2615 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4762 corrupt_frac_t_0p2_0p4=0.2042 acc_corrupt_t_0p4_0p6=0.7035 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8522 corrupt_frac_t_0p6_0p8=0.1949 acc_corrupt_t_0p8_1p0=0.9592 corrupt_frac_t_0p8_1p0=0.1953 out_w_norm=127.7848 out_g_norm=0.1644 loss_all=1.3979 init_gold_top10=0.5074 init_gold_top100=0.5481
+step=38850 epoch=3/62 epoch_step=6092/16379 micro_steps=77700 elapsed=73.2s lr=5.979839e-04 loss=2.0943 loss_recon=2.0943 loss_meanflow=0.0000 mean_model_t=0.5039 mean_corrupt_t=0.5039 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8071 corrupt_frac=0.5503 acc_corrupt=0.6537 loss_corrupt=2.0943 wrong_frac=0.4957 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.2685 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4753 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.7052 corrupt_frac_t_0p4_0p6=0.2029 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.1907 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.2135 out_w_norm=127.7848 out_g_norm=0.1650 loss_all=1.6094 init_gold_top10=0.4285 init_gold_top100=0.4813
+step=38900 epoch=3/62 epoch_step=6142/16379 micro_steps=77800 elapsed=66.8s lr=5.979784e-04 loss=2.1090 loss_recon=2.1090 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8058 corrupt_frac=0.5497 acc_corrupt=0.6509 loss_corrupt=2.1090 wrong_frac=0.5016 init_acc_corrupt=0.4636 acc_corrupt_t_0p0_0p2=0.2716 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.4843 corrupt_frac_t_0p2_0p4=0.2045 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.2032 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1913 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2029 out_w_norm=127.7871 out_g_norm=0.1651 loss_all=1.0448 init_gold_top10=0.5280 init_gold_top100=0.5584
+step=38950 epoch=3/62 epoch_step=6192/16379 micro_steps=77900 elapsed=54.1s lr=5.979729e-04 loss=2.1590 loss_recon=2.1590 loss_meanflow=0.0000 mean_model_t=0.4916 mean_corrupt_t=0.4916 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8032 corrupt_frac=0.5447 acc_corrupt=0.6434 loss_corrupt=2.1590 wrong_frac=0.5083 init_acc_corrupt=0.4561 acc_corrupt_t_0p0_0p2=0.2734 corrupt_frac_t_0p0_0p2=0.2114 acc_corrupt_t_0p2_0p4=0.4763 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.7059 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.1928 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1921 out_w_norm=127.7940 out_g_norm=0.1668 loss_all=1.3205 init_gold_top10=0.4813 init_gold_top100=0.5231
+step=39000 epoch=3/62 epoch_step=6242/16379 micro_steps=78000 elapsed=46.5s lr=5.979674e-04 loss=2.1173 loss_recon=2.1173 loss_meanflow=0.0000 mean_model_t=0.4988 mean_corrupt_t=0.4988 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5512 acc_corrupt=0.6502 loss_corrupt=2.1173 wrong_frac=0.5006 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.2672 corrupt_frac_t_0p0_0p2=0.2037 acc_corrupt_t_0p2_0p4=0.4824 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.7052 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=127.7899 out_g_norm=0.1659 loss_all=1.0463 init_gold_top10=0.5241 init_gold_top100=0.5548
+step=39050 epoch=3/62 epoch_step=6292/16379 micro_steps=78100 elapsed=47.5s lr=5.979620e-04 loss=2.1440 loss_recon=2.1440 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8009 corrupt_frac=0.5569 acc_corrupt=0.6468 loss_corrupt=2.1440 wrong_frac=0.5015 init_acc_corrupt=0.4638 acc_corrupt_t_0p0_0p2=0.2606 corrupt_frac_t_0p0_0p2=0.2068 acc_corrupt_t_0p2_0p4=0.4826 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.7001 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.1935 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=127.7853 out_g_norm=0.1651 loss_all=1.1640 init_gold_top10=0.5302 init_gold_top100=0.5626
+step=39100 epoch=3/62 epoch_step=6342/16379 micro_steps=78200 elapsed=46.6s lr=5.979565e-04 loss=2.0800 loss_recon=2.0800 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5525 acc_corrupt=0.6546 loss_corrupt=2.0800 wrong_frac=0.4981 init_acc_corrupt=0.4681 acc_corrupt_t_0p0_0p2=0.2723 corrupt_frac_t_0p0_0p2=0.1951 acc_corrupt_t_0p2_0p4=0.4830 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.7062 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2082 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1932 out_w_norm=127.7553 out_g_norm=0.1651 loss_all=1.1168 init_gold_top10=0.4976 init_gold_top100=0.5393
+step=39150 epoch=3/62 epoch_step=6392/16379 micro_steps=78300 elapsed=46.5s lr=5.979510e-04 loss=2.1275 loss_recon=2.1275 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5517 acc_corrupt=0.6493 loss_corrupt=2.1275 wrong_frac=0.5004 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2706 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4708 corrupt_frac_t_0p2_0p4=0.2053 acc_corrupt_t_0p4_0p6=0.7047 corrupt_frac_t_0p4_0p6=0.1933 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2017 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2002 out_w_norm=127.7260 out_g_norm=0.1651 loss_all=1.2791 init_gold_top10=0.4950 init_gold_top100=0.5337
+step=39200 epoch=3/62 epoch_step=6442/16379 micro_steps=78400 elapsed=47.4s lr=5.979454e-04 loss=2.1445 loss_recon=2.1445 loss_meanflow=0.0000 mean_model_t=0.4971 mean_corrupt_t=0.4971 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8027 corrupt_frac=0.5501 acc_corrupt=0.6459 loss_corrupt=2.1445 wrong_frac=0.5046 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.2634 corrupt_frac_t_0p0_0p2=0.2017 acc_corrupt_t_0p2_0p4=0.4694 corrupt_frac_t_0p2_0p4=0.2029 acc_corrupt_t_0p4_0p6=0.7070 corrupt_frac_t_0p4_0p6=0.2007 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.2010 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1937 out_w_norm=127.7010 out_g_norm=0.1658 loss_all=1.1397 init_gold_top10=0.4709 init_gold_top100=0.5134
+step=39250 epoch=3/62 epoch_step=6492/16379 micro_steps=78500 elapsed=46.6s lr=5.979399e-04 loss=2.0637 loss_recon=2.0637 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8112 corrupt_frac=0.5450 acc_corrupt=0.6578 loss_corrupt=2.0637 wrong_frac=0.4935 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2706 corrupt_frac_t_0p0_0p2=0.1928 acc_corrupt_t_0p2_0p4=0.4833 corrupt_frac_t_0p2_0p4=0.2002 acc_corrupt_t_0p4_0p6=0.7038 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8501 corrupt_frac_t_0p6_0p8=0.2052 acc_corrupt_t_0p8_1p0=0.9569 corrupt_frac_t_0p8_1p0=0.2041 out_w_norm=127.6827 out_g_norm=0.1659 loss_all=1.2184 init_gold_top10=0.4636 init_gold_top100=0.5034
+step=39300 epoch=3/62 epoch_step=6542/16379 micro_steps=78600 elapsed=46.5s lr=5.979344e-04 loss=2.1293 loss_recon=2.1293 loss_meanflow=0.0000 mean_model_t=0.4981 mean_corrupt_t=0.4981 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8016 corrupt_frac=0.5566 acc_corrupt=0.6477 loss_corrupt=2.1293 wrong_frac=0.5018 init_acc_corrupt=0.4635 acc_corrupt_t_0p0_0p2=0.2665 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4734 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.2051 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1958 out_w_norm=127.6627 out_g_norm=0.1644 loss_all=1.2101 init_gold_top10=0.5396 init_gold_top100=0.5693
+step=39350 epoch=3/62 epoch_step=6592/16379 micro_steps=78700 elapsed=46.6s lr=5.979289e-04 loss=2.0832 loss_recon=2.0832 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8087 corrupt_frac=0.5469 acc_corrupt=0.6544 loss_corrupt=2.0832 wrong_frac=0.4964 init_acc_corrupt=0.4690 acc_corrupt_t_0p0_0p2=0.2780 corrupt_frac_t_0p0_0p2=0.1996 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.1984 acc_corrupt_t_0p4_0p6=0.7053 corrupt_frac_t_0p4_0p6=0.2009 acc_corrupt_t_0p6_0p8=0.8507 corrupt_frac_t_0p6_0p8=0.1961 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2050 out_w_norm=127.6533 out_g_norm=0.1658 loss_all=1.0717 init_gold_top10=0.5174 init_gold_top100=0.5578
+step=39400 epoch=3/62 epoch_step=6642/16379 micro_steps=78800 elapsed=46.5s lr=5.979233e-04 loss=2.1451 loss_recon=2.1451 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8050 corrupt_frac=0.5432 acc_corrupt=0.6454 loss_corrupt=2.1451 wrong_frac=0.5076 init_acc_corrupt=0.4572 acc_corrupt_t_0p0_0p2=0.2732 corrupt_frac_t_0p0_0p2=0.2086 acc_corrupt_t_0p2_0p4=0.4803 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.7069 corrupt_frac_t_0p4_0p6=0.2078 acc_corrupt_t_0p6_0p8=0.8515 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.1903 out_w_norm=127.6488 out_g_norm=0.1682 loss_all=1.3366 init_gold_top10=0.4528 init_gold_top100=0.5005
+step=39450 epoch=3/62 epoch_step=6692/16379 micro_steps=78900 elapsed=46.7s lr=5.979178e-04 loss=2.1613 loss_recon=2.1613 loss_meanflow=0.0000 mean_model_t=0.4962 mean_corrupt_t=0.4962 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8002 corrupt_frac=0.5542 acc_corrupt=0.6441 loss_corrupt=2.1613 wrong_frac=0.5042 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.2069 acc_corrupt_t_0p2_0p4=0.4731 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8477 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1968 out_w_norm=127.6427 out_g_norm=0.1652 loss_all=0.9413 init_gold_top10=0.5593 init_gold_top100=0.5859
+step=39500 epoch=3/62 epoch_step=6742/16379 micro_steps=79000 elapsed=46.4s lr=5.979122e-04 loss=2.0476 loss_recon=2.0476 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8105 corrupt_frac=0.5504 acc_corrupt=0.6599 loss_corrupt=2.0476 wrong_frac=0.4920 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.2740 corrupt_frac_t_0p0_0p2=0.1955 acc_corrupt_t_0p2_0p4=0.4847 corrupt_frac_t_0p2_0p4=0.1937 acc_corrupt_t_0p4_0p6=0.7060 corrupt_frac_t_0p4_0p6=0.1965 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.2134 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2009 out_w_norm=127.6261 out_g_norm=0.1652 loss_all=1.0634 init_gold_top10=0.5103 init_gold_top100=0.5473
+step=39550 epoch=3/62 epoch_step=6792/16379 micro_steps=79100 elapsed=47.1s lr=5.979066e-04 loss=2.0882 loss_recon=2.0882 loss_meanflow=0.0000 mean_model_t=0.5008 mean_corrupt_t=0.5008 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8086 corrupt_frac=0.5458 acc_corrupt=0.6539 loss_corrupt=2.0882 wrong_frac=0.4980 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2758 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4784 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.7064 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8445 corrupt_frac_t_0p6_0p8=0.2065 acc_corrupt_t_0p8_1p0=0.9563 corrupt_frac_t_0p8_1p0=0.1988 out_w_norm=127.5731 out_g_norm=0.1659 loss_all=1.1740 init_gold_top10=0.4462 init_gold_top100=0.4910
+step=39600 epoch=3/62 epoch_step=6842/16379 micro_steps=79200 elapsed=46.1s lr=5.979011e-04 loss=2.1132 loss_recon=2.1132 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5518 acc_corrupt=0.6507 loss_corrupt=2.1132 wrong_frac=0.5000 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2670 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4728 corrupt_frac_t_0p2_0p4=0.1911 acc_corrupt_t_0p4_0p6=0.7059 corrupt_frac_t_0p4_0p6=0.2098 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.1925 out_w_norm=127.5226 out_g_norm=0.1654 loss_all=1.3667 init_gold_top10=0.4328 init_gold_top100=0.4756
+step=39650 epoch=3/62 epoch_step=6892/16379 micro_steps=79300 elapsed=46.3s lr=5.978955e-04 loss=2.1366 loss_recon=2.1366 loss_meanflow=0.0000 mean_model_t=0.4984 mean_corrupt_t=0.4984 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8030 corrupt_frac=0.5526 acc_corrupt=0.6480 loss_corrupt=2.1366 wrong_frac=0.5034 init_acc_corrupt=0.4634 acc_corrupt_t_0p0_0p2=0.2677 corrupt_frac_t_0p0_0p2=0.2033 acc_corrupt_t_0p2_0p4=0.4712 corrupt_frac_t_0p2_0p4=0.1965 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.2027 acc_corrupt_t_0p6_0p8=0.8494 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9577 corrupt_frac_t_0p8_1p0=0.1939 out_w_norm=127.4996 out_g_norm=0.1646 loss_all=1.3717 init_gold_top10=0.4663 init_gold_top100=0.5059
+step=39700 epoch=3/62 epoch_step=6942/16379 micro_steps=79400 elapsed=46.6s lr=5.978899e-04 loss=2.0973 loss_recon=2.0973 loss_meanflow=0.0000 mean_model_t=0.5005 mean_corrupt_t=0.5005 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8070 corrupt_frac=0.5486 acc_corrupt=0.6527 loss_corrupt=2.0973 wrong_frac=0.4986 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2722 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4813 corrupt_frac_t_0p2_0p4=0.1961 acc_corrupt_t_0p4_0p6=0.7058 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.2014 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=127.4852 out_g_norm=0.1664 loss_all=1.6536 init_gold_top10=0.4563 init_gold_top100=0.4973
+step=39750 epoch=3/62 epoch_step=6992/16379 micro_steps=79500 elapsed=46.3s lr=5.978843e-04 loss=2.0727 loss_recon=2.0727 loss_meanflow=0.0000 mean_model_t=0.5036 mean_corrupt_t=0.5036 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8101 corrupt_frac=0.5466 acc_corrupt=0.6573 loss_corrupt=2.0727 wrong_frac=0.4944 init_acc_corrupt=0.4722 acc_corrupt_t_0p0_0p2=0.2741 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.7057 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8532 corrupt_frac_t_0p6_0p8=0.2000 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2103 out_w_norm=127.4618 out_g_norm=0.1651 loss_all=1.2865 init_gold_top10=0.5108 init_gold_top100=0.5433
+step=39800 epoch=3/62 epoch_step=7042/16379 micro_steps=79600 elapsed=46.0s lr=5.978787e-04 loss=2.1196 loss_recon=2.1196 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5539 acc_corrupt=0.6494 loss_corrupt=2.1196 wrong_frac=0.5013 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2685 corrupt_frac_t_0p0_0p2=0.2023 acc_corrupt_t_0p2_0p4=0.4747 corrupt_frac_t_0p2_0p4=0.1963 acc_corrupt_t_0p4_0p6=0.7022 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.2042 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1955 out_w_norm=127.4331 out_g_norm=0.1640 loss_all=0.9601 init_gold_top10=0.5543 init_gold_top100=0.5787
+step=39850 epoch=3/62 epoch_step=7092/16379 micro_steps=79700 elapsed=46.0s lr=5.978731e-04 loss=2.1123 loss_recon=2.1123 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8055 corrupt_frac=0.5513 acc_corrupt=0.6512 loss_corrupt=2.1123 wrong_frac=0.4974 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2678 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.4717 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.7062 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8537 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=127.4178 out_g_norm=0.1650 loss_all=1.0833 init_gold_top10=0.4550 init_gold_top100=0.5082
+step=39900 epoch=3/62 epoch_step=7142/16379 micro_steps=79800 elapsed=47.3s lr=5.978675e-04 loss=2.0932 loss_recon=2.0932 loss_meanflow=0.0000 mean_model_t=0.5040 mean_corrupt_t=0.5040 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8081 corrupt_frac=0.5466 acc_corrupt=0.6529 loss_corrupt=2.0932 wrong_frac=0.4977 init_acc_corrupt=0.4679 acc_corrupt_t_0p0_0p2=0.2716 corrupt_frac_t_0p0_0p2=0.1898 acc_corrupt_t_0p2_0p4=0.4786 corrupt_frac_t_0p2_0p4=0.2044 acc_corrupt_t_0p4_0p6=0.7013 corrupt_frac_t_0p4_0p6=0.2066 acc_corrupt_t_0p6_0p8=0.8449 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1907 out_w_norm=127.3897 out_g_norm=0.1670 loss_all=1.0644 init_gold_top10=0.4625 init_gold_top100=0.5011
+step=39950 epoch=3/62 epoch_step=7192/16379 micro_steps=79900 elapsed=46.2s lr=5.978619e-04 loss=2.1485 loss_recon=2.1485 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5477 acc_corrupt=0.6460 loss_corrupt=2.1485 wrong_frac=0.5038 init_acc_corrupt=0.4616 acc_corrupt_t_0p0_0p2=0.2542 corrupt_frac_t_0p0_0p2=0.2053 acc_corrupt_t_0p2_0p4=0.4881 corrupt_frac_t_0p2_0p4=0.2006 acc_corrupt_t_0p4_0p6=0.7028 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8441 corrupt_frac_t_0p6_0p8=0.1890 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2033 out_w_norm=127.3827 out_g_norm=0.1655 loss_all=1.2062 init_gold_top10=0.4695 init_gold_top100=0.5103
+step=40000 epoch=3/62 epoch_step=7242/16379 micro_steps=80000 elapsed=46.4s lr=5.978562e-04 loss=2.1177 loss_recon=2.1177 loss_meanflow=0.0000 mean_model_t=0.4975 mean_corrupt_t=0.4975 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5448 acc_corrupt=0.6499 loss_corrupt=2.1177 wrong_frac=0.5008 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2758 corrupt_frac_t_0p0_0p2=0.2007 acc_corrupt_t_0p2_0p4=0.4746 corrupt_frac_t_0p2_0p4=0.2040 acc_corrupt_t_0p4_0p6=0.6995 corrupt_frac_t_0p4_0p6=0.1981 acc_corrupt_t_0p6_0p8=0.8458 corrupt_frac_t_0p6_0p8=0.1897 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2075 out_w_norm=127.3879 out_g_norm=0.1665 loss_all=0.9741 init_gold_top10=0.5548 init_gold_top100=0.5903
+step=40050 epoch=3/62 epoch_step=7292/16379 micro_steps=80100 elapsed=48.6s lr=5.978506e-04 loss=2.1306 loss_recon=2.1306 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8036 corrupt_frac=0.5505 acc_corrupt=0.6478 loss_corrupt=2.1306 wrong_frac=0.5030 init_acc_corrupt=0.4623 acc_corrupt_t_0p0_0p2=0.2656 corrupt_frac_t_0p0_0p2=0.2088 acc_corrupt_t_0p2_0p4=0.4817 corrupt_frac_t_0p2_0p4=0.1911 acc_corrupt_t_0p4_0p6=0.6979 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9565 corrupt_frac_t_0p8_1p0=0.1957 out_w_norm=127.3876 out_g_norm=0.1649 loss_all=0.9514 init_gold_top10=0.5518 init_gold_top100=0.5800
+step=40100 epoch=3/62 epoch_step=7342/16379 micro_steps=80200 elapsed=54.5s lr=5.978449e-04 loss=2.1144 loss_recon=2.1144 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8046 corrupt_frac=0.5519 acc_corrupt=0.6505 loss_corrupt=2.1144 wrong_frac=0.4999 init_acc_corrupt=0.4651 acc_corrupt_t_0p0_0p2=0.2687 corrupt_frac_t_0p0_0p2=0.2013 acc_corrupt_t_0p2_0p4=0.4751 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.7032 corrupt_frac_t_0p4_0p6=0.1935 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=127.3869 out_g_norm=0.1657 loss_all=1.3074 init_gold_top10=0.5233 init_gold_top100=0.5594
+step=40150 epoch=3/62 epoch_step=7392/16379 micro_steps=80300 elapsed=46.2s lr=5.978393e-04 loss=2.0821 loss_recon=2.0821 loss_meanflow=0.0000 mean_model_t=0.5025 mean_corrupt_t=0.5025 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8091 corrupt_frac=0.5463 acc_corrupt=0.6544 loss_corrupt=2.0821 wrong_frac=0.4969 init_acc_corrupt=0.4687 acc_corrupt_t_0p0_0p2=0.2733 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4757 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.7057 corrupt_frac_t_0p4_0p6=0.2000 acc_corrupt_t_0p6_0p8=0.8478 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=127.3839 out_g_norm=0.1655 loss_all=1.0102 init_gold_top10=0.4388 init_gold_top100=0.4890
+step=40200 epoch=3/62 epoch_step=7442/16379 micro_steps=80400 elapsed=47.2s lr=5.978336e-04 loss=2.1440 loss_recon=2.1440 loss_meanflow=0.0000 mean_model_t=0.4989 mean_corrupt_t=0.4989 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5536 acc_corrupt=0.6476 loss_corrupt=2.1440 wrong_frac=0.5007 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2624 corrupt_frac_t_0p0_0p2=0.2112 acc_corrupt_t_0p2_0p4=0.4728 corrupt_frac_t_0p2_0p4=0.1908 acc_corrupt_t_0p4_0p6=0.7005 corrupt_frac_t_0p4_0p6=0.1875 acc_corrupt_t_0p6_0p8=0.8522 corrupt_frac_t_0p6_0p8=0.2097 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=127.3715 out_g_norm=0.1652 loss_all=0.9457 init_gold_top10=0.5565 init_gold_top100=0.5848
+step=40250 epoch=3/62 epoch_step=7492/16379 micro_steps=80500 elapsed=46.2s lr=5.978280e-04 loss=2.0717 loss_recon=2.0717 loss_meanflow=0.0000 mean_model_t=0.5044 mean_corrupt_t=0.5044 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8093 corrupt_frac=0.5496 acc_corrupt=0.6575 loss_corrupt=2.0717 wrong_frac=0.4941 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.2695 corrupt_frac_t_0p0_0p2=0.1927 acc_corrupt_t_0p2_0p4=0.4752 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.7100 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8487 corrupt_frac_t_0p6_0p8=0.2083 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2052 out_w_norm=127.3680 out_g_norm=0.1661 loss_all=0.8569 init_gold_top10=0.5912 init_gold_top100=0.6162
+step=40300 epoch=3/62 epoch_step=7542/16379 micro_steps=80600 elapsed=47.0s lr=5.978223e-04 loss=2.1345 loss_recon=2.1345 loss_meanflow=0.0000 mean_model_t=0.4945 mean_corrupt_t=0.4945 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8024 corrupt_frac=0.5531 acc_corrupt=0.6474 loss_corrupt=2.1345 wrong_frac=0.5047 init_acc_corrupt=0.4612 acc_corrupt_t_0p0_0p2=0.2708 corrupt_frac_t_0p0_0p2=0.2073 acc_corrupt_t_0p2_0p4=0.4824 corrupt_frac_t_0p2_0p4=0.1987 acc_corrupt_t_0p4_0p6=0.6997 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.1984 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1921 out_w_norm=127.3576 out_g_norm=0.1657 loss_all=1.3644 init_gold_top10=0.4422 init_gold_top100=0.4944
+step=40350 epoch=3/62 epoch_step=7592/16379 micro_steps=80700 elapsed=46.0s lr=5.978166e-04 loss=2.0775 loss_recon=2.0775 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8075 corrupt_frac=0.5526 acc_corrupt=0.6564 loss_corrupt=2.0775 wrong_frac=0.4935 init_acc_corrupt=0.4730 acc_corrupt_t_0p0_0p2=0.2744 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4804 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.7032 corrupt_frac_t_0p4_0p6=0.1967 acc_corrupt_t_0p6_0p8=0.8463 corrupt_frac_t_0p6_0p8=0.1929 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2148 out_w_norm=127.3656 out_g_norm=0.1641 loss_all=1.0250 init_gold_top10=0.5355 init_gold_top100=0.5785
+step=40400 epoch=3/62 epoch_step=7642/16379 micro_steps=80800 elapsed=46.1s lr=5.978109e-04 loss=2.0901 loss_recon=2.0901 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8060 corrupt_frac=0.5525 acc_corrupt=0.6539 loss_corrupt=2.0901 wrong_frac=0.4973 init_acc_corrupt=0.4686 acc_corrupt_t_0p0_0p2=0.2691 corrupt_frac_t_0p0_0p2=0.1971 acc_corrupt_t_0p2_0p4=0.4777 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.7042 corrupt_frac_t_0p4_0p6=0.1947 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.2084 out_w_norm=127.3722 out_g_norm=0.1650 loss_all=1.1926 init_gold_top10=0.5049 init_gold_top100=0.5322
+step=40450 epoch=3/62 epoch_step=7692/16379 micro_steps=80900 elapsed=46.1s lr=5.978052e-04 loss=2.1063 loss_recon=2.1063 loss_meanflow=0.0000 mean_model_t=0.5018 mean_corrupt_t=0.5018 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8065 corrupt_frac=0.5486 acc_corrupt=0.6518 loss_corrupt=2.1063 wrong_frac=0.4992 init_acc_corrupt=0.4660 acc_corrupt_t_0p0_0p2=0.2716 corrupt_frac_t_0p0_0p2=0.2018 acc_corrupt_t_0p2_0p4=0.4772 corrupt_frac_t_0p2_0p4=0.1981 acc_corrupt_t_0p4_0p6=0.7049 corrupt_frac_t_0p4_0p6=0.2036 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1901 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2064 out_w_norm=127.3574 out_g_norm=0.1643 loss_all=1.4951 init_gold_top10=0.4227 init_gold_top100=0.4681
+step=40500 epoch=3/62 epoch_step=7742/16379 micro_steps=81000 elapsed=46.9s lr=5.977995e-04 loss=2.1404 loss_recon=2.1404 loss_meanflow=0.0000 mean_model_t=0.4963 mean_corrupt_t=0.4963 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8035 corrupt_frac=0.5493 acc_corrupt=0.6469 loss_corrupt=2.1404 wrong_frac=0.5042 init_acc_corrupt=0.4600 acc_corrupt_t_0p0_0p2=0.2737 corrupt_frac_t_0p0_0p2=0.2014 acc_corrupt_t_0p2_0p4=0.4702 corrupt_frac_t_0p2_0p4=0.2048 acc_corrupt_t_0p4_0p6=0.7002 corrupt_frac_t_0p4_0p6=0.2044 acc_corrupt_t_0p6_0p8=0.8517 corrupt_frac_t_0p6_0p8=0.1947 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.1948 out_w_norm=127.3555 out_g_norm=0.1659 loss_all=1.1693 init_gold_top10=0.4721 init_gold_top100=0.5083
+step=40550 epoch=3/62 epoch_step=7792/16379 micro_steps=81100 elapsed=46.7s lr=5.977938e-04 loss=2.1112 loss_recon=2.1112 loss_meanflow=0.0000 mean_model_t=0.5006 mean_corrupt_t=0.5006 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8059 corrupt_frac=0.5505 acc_corrupt=0.6512 loss_corrupt=2.1112 wrong_frac=0.4998 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2700 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.4777 corrupt_frac_t_0p2_0p4=0.2058 acc_corrupt_t_0p4_0p6=0.7031 corrupt_frac_t_0p4_0p6=0.1943 acc_corrupt_t_0p6_0p8=0.8493 corrupt_frac_t_0p6_0p8=0.2051 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=127.3583 out_g_norm=0.1652 loss_all=1.5742 init_gold_top10=0.3960 init_gold_top100=0.4473
+step=40600 epoch=3/62 epoch_step=7842/16379 micro_steps=81200 elapsed=46.5s lr=5.977881e-04 loss=2.1386 loss_recon=2.1386 loss_meanflow=0.0000 mean_model_t=0.4991 mean_corrupt_t=0.4991 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8023 corrupt_frac=0.5539 acc_corrupt=0.6475 loss_corrupt=2.1386 wrong_frac=0.5026 init_acc_corrupt=0.4622 acc_corrupt_t_0p0_0p2=0.2680 corrupt_frac_t_0p0_0p2=0.2118 acc_corrupt_t_0p2_0p4=0.4780 corrupt_frac_t_0p2_0p4=0.1936 acc_corrupt_t_0p4_0p6=0.7034 corrupt_frac_t_0p4_0p6=0.1920 acc_corrupt_t_0p6_0p8=0.8467 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2046 out_w_norm=127.3721 out_g_norm=0.1661 loss_all=1.2954 init_gold_top10=0.4726 init_gold_top100=0.5165
+step=40650 epoch=3/62 epoch_step=7892/16379 micro_steps=81300 elapsed=46.6s lr=5.977823e-04 loss=2.1384 loss_recon=2.1384 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5514 acc_corrupt=0.6473 loss_corrupt=2.1384 wrong_frac=0.5032 init_acc_corrupt=0.4619 acc_corrupt_t_0p0_0p2=0.2718 corrupt_frac_t_0p0_0p2=0.2056 acc_corrupt_t_0p2_0p4=0.4739 corrupt_frac_t_0p2_0p4=0.1979 acc_corrupt_t_0p4_0p6=0.7013 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.2008 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1950 out_w_norm=127.3870 out_g_norm=0.1664 loss_all=1.1214 init_gold_top10=0.4659 init_gold_top100=0.5026
+step=40700 epoch=3/62 epoch_step=7942/16379 micro_steps=81400 elapsed=46.7s lr=5.977766e-04 loss=2.0661 loss_recon=2.0661 loss_meanflow=0.0000 mean_model_t=0.5063 mean_corrupt_t=0.5063 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8083 corrupt_frac=0.5529 acc_corrupt=0.6574 loss_corrupt=2.0661 wrong_frac=0.4919 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2737 corrupt_frac_t_0p0_0p2=0.1909 acc_corrupt_t_0p2_0p4=0.4760 corrupt_frac_t_0p2_0p4=0.2008 acc_corrupt_t_0p4_0p6=0.7012 corrupt_frac_t_0p4_0p6=0.2018 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.1927 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2138 out_w_norm=127.3912 out_g_norm=0.1647 loss_all=1.3123 init_gold_top10=0.4752 init_gold_top100=0.5208
+step=40750 epoch=3/62 epoch_step=7992/16379 micro_steps=81500 elapsed=47.1s lr=5.977709e-04 loss=2.1464 loss_recon=2.1464 loss_meanflow=0.0000 mean_model_t=0.4957 mean_corrupt_t=0.4957 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5495 acc_corrupt=0.6463 loss_corrupt=2.1464 wrong_frac=0.5043 init_acc_corrupt=0.4607 acc_corrupt_t_0p0_0p2=0.2649 corrupt_frac_t_0p0_0p2=0.2104 acc_corrupt_t_0p2_0p4=0.4780 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.7083 corrupt_frac_t_0p4_0p6=0.1906 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=127.4023 out_g_norm=0.1657 loss_all=1.2833 init_gold_top10=0.4949 init_gold_top100=0.5256
+step=40800 epoch=3/62 epoch_step=8042/16379 micro_steps=81600 elapsed=46.8s lr=5.977651e-04 loss=2.0933 loss_recon=2.0933 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8073 corrupt_frac=0.5498 acc_corrupt=0.6538 loss_corrupt=2.0933 wrong_frac=0.4969 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2717 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4709 corrupt_frac_t_0p2_0p4=0.1930 acc_corrupt_t_0p4_0p6=0.7009 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.2117 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1970 out_w_norm=127.4126 out_g_norm=0.1652 loss_all=1.1804 init_gold_top10=0.5119 init_gold_top100=0.5553
+step=40850 epoch=3/62 epoch_step=8092/16379 micro_steps=81700 elapsed=46.7s lr=5.977594e-04 loss=2.1312 loss_recon=2.1312 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8034 corrupt_frac=0.5536 acc_corrupt=0.6491 loss_corrupt=2.1312 wrong_frac=0.5008 init_acc_corrupt=0.4654 acc_corrupt_t_0p0_0p2=0.2703 corrupt_frac_t_0p0_0p2=0.1974 acc_corrupt_t_0p2_0p4=0.4722 corrupt_frac_t_0p2_0p4=0.2020 acc_corrupt_t_0p4_0p6=0.6956 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8497 corrupt_frac_t_0p6_0p8=0.1989 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1995 out_w_norm=127.4251 out_g_norm=0.1661 loss_all=1.4438 init_gold_top10=0.4831 init_gold_top100=0.5313
+step=40900 epoch=3/62 epoch_step=8142/16379 micro_steps=81800 elapsed=46.4s lr=5.977536e-04 loss=2.0668 loss_recon=2.0668 loss_meanflow=0.0000 mean_model_t=0.5042 mean_corrupt_t=0.5042 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8100 corrupt_frac=0.5481 acc_corrupt=0.6574 loss_corrupt=2.0668 wrong_frac=0.4951 init_acc_corrupt=0.4714 acc_corrupt_t_0p0_0p2=0.2766 corrupt_frac_t_0p0_0p2=0.1919 acc_corrupt_t_0p2_0p4=0.4772 corrupt_frac_t_0p2_0p4=0.1996 acc_corrupt_t_0p4_0p6=0.7066 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.1999 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.2014 out_w_norm=127.4272 out_g_norm=0.1651 loss_all=1.0711 init_gold_top10=0.5270 init_gold_top100=0.5514
+step=40950 epoch=3/62 epoch_step=8192/16379 micro_steps=81900 elapsed=46.6s lr=5.977478e-04 loss=2.0961 loss_recon=2.0961 loss_meanflow=0.0000 mean_model_t=0.5059 mean_corrupt_t=0.5059 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8062 corrupt_frac=0.5532 acc_corrupt=0.6539 loss_corrupt=2.0961 wrong_frac=0.4954 init_acc_corrupt=0.4713 acc_corrupt_t_0p0_0p2=0.2629 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4747 corrupt_frac_t_0p2_0p4=0.1931 acc_corrupt_t_0p4_0p6=0.7004 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8447 corrupt_frac_t_0p6_0p8=0.2026 acc_corrupt_t_0p8_1p0=0.9550 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=127.4209 out_g_norm=0.1648 loss_all=1.1045 init_gold_top10=0.4970 init_gold_top100=0.5352
+step=41000 epoch=3/62 epoch_step=8242/16379 micro_steps=82000 elapsed=46.8s lr=5.977421e-04 loss=2.1782 loss_recon=2.1782 loss_meanflow=0.0000 mean_model_t=0.4937 mean_corrupt_t=0.4937 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8005 corrupt_frac=0.5500 acc_corrupt=0.6417 loss_corrupt=2.1782 wrong_frac=0.5079 init_acc_corrupt=0.4562 acc_corrupt_t_0p0_0p2=0.2678 corrupt_frac_t_0p0_0p2=0.2137 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.7011 corrupt_frac_t_0p4_0p6=0.1969 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1957 acc_corrupt_t_0p8_1p0=0.9573 corrupt_frac_t_0p8_1p0=0.1946 out_w_norm=127.4093 out_g_norm=0.1665 loss_all=1.3848 init_gold_top10=0.5019 init_gold_top100=0.5381
+step=41050 epoch=3/62 epoch_step=8292/16379 micro_steps=82100 elapsed=47.5s lr=5.977363e-04 loss=2.1113 loss_recon=2.1113 loss_meanflow=0.0000 mean_model_t=0.5000 mean_corrupt_t=0.5000 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5502 acc_corrupt=0.6508 loss_corrupt=2.1113 wrong_frac=0.4999 init_acc_corrupt=0.4656 acc_corrupt_t_0p0_0p2=0.2676 corrupt_frac_t_0p0_0p2=0.2032 acc_corrupt_t_0p2_0p4=0.4756 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.7081 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2001 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=127.4044 out_g_norm=0.1657 loss_all=1.0460 init_gold_top10=0.4966 init_gold_top100=0.5279
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+step=41150 epoch=3/62 epoch_step=8392/16379 micro_steps=82300 elapsed=46.6s lr=5.977247e-04 loss=2.0667 loss_recon=2.0667 loss_meanflow=0.0000 mean_model_t=0.5052 mean_corrupt_t=0.5052 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8086 corrupt_frac=0.5529 acc_corrupt=0.6578 loss_corrupt=2.0667 wrong_frac=0.4939 init_acc_corrupt=0.4725 acc_corrupt_t_0p0_0p2=0.2763 corrupt_frac_t_0p0_0p2=0.1879 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.2078 acc_corrupt_t_0p4_0p6=0.7014 corrupt_frac_t_0p4_0p6=0.1958 acc_corrupt_t_0p6_0p8=0.8466 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2072 out_w_norm=127.3489 out_g_norm=0.1656 loss_all=1.0926 init_gold_top10=0.5177 init_gold_top100=0.5520
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+step=41250 epoch=3/62 epoch_step=8492/16379 micro_steps=82500 elapsed=46.8s lr=5.977130e-04 loss=2.1287 loss_recon=2.1287 loss_meanflow=0.0000 mean_model_t=0.5003 mean_corrupt_t=0.5003 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8027 corrupt_frac=0.5545 acc_corrupt=0.6485 loss_corrupt=2.1287 wrong_frac=0.5012 init_acc_corrupt=0.4637 acc_corrupt_t_0p0_0p2=0.2634 corrupt_frac_t_0p0_0p2=0.2092 acc_corrupt_t_0p2_0p4=0.4864 corrupt_frac_t_0p2_0p4=0.1955 acc_corrupt_t_0p4_0p6=0.7019 corrupt_frac_t_0p4_0p6=0.1970 acc_corrupt_t_0p6_0p8=0.8476 corrupt_frac_t_0p6_0p8=0.1960 acc_corrupt_t_0p8_1p0=0.9584 corrupt_frac_t_0p8_1p0=0.2024 out_w_norm=127.3348 out_g_norm=0.1651 loss_all=1.1811 init_gold_top10=0.4912 init_gold_top100=0.5331
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+step=41450 epoch=3/62 epoch_step=8692/16379 micro_steps=82900 elapsed=46.2s lr=5.976897e-04 loss=2.1247 loss_recon=2.1247 loss_meanflow=0.0000 mean_model_t=0.5002 mean_corrupt_t=0.5002 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8047 corrupt_frac=0.5488 acc_corrupt=0.6482 loss_corrupt=2.1247 wrong_frac=0.5020 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2647 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.4790 corrupt_frac_t_0p2_0p4=0.2028 acc_corrupt_t_0p4_0p6=0.7008 corrupt_frac_t_0p4_0p6=0.2062 acc_corrupt_t_0p6_0p8=0.8505 corrupt_frac_t_0p6_0p8=0.1998 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1919 out_w_norm=127.2949 out_g_norm=0.1658 loss_all=0.9638 init_gold_top10=0.4989 init_gold_top100=0.5407
+step=41500 epoch=3/62 epoch_step=8742/16379 micro_steps=83000 elapsed=46.7s lr=5.976839e-04 loss=2.1077 loss_recon=2.1077 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8063 corrupt_frac=0.5499 acc_corrupt=0.6517 loss_corrupt=2.1077 wrong_frac=0.4984 init_acc_corrupt=0.4672 acc_corrupt_t_0p0_0p2=0.2688 corrupt_frac_t_0p0_0p2=0.1993 acc_corrupt_t_0p2_0p4=0.4758 corrupt_frac_t_0p2_0p4=0.2010 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.1940 acc_corrupt_t_0p6_0p8=0.8525 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9546 corrupt_frac_t_0p8_1p0=0.1992 out_w_norm=127.2811 out_g_norm=0.1647 loss_all=1.0971 init_gold_top10=0.5003 init_gold_top100=0.5363
+step=41550 epoch=3/62 epoch_step=8792/16379 micro_steps=83100 elapsed=47.0s lr=5.976780e-04 loss=2.1143 loss_recon=2.1143 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5503 acc_corrupt=0.6506 loss_corrupt=2.1143 wrong_frac=0.5008 init_acc_corrupt=0.4648 acc_corrupt_t_0p0_0p2=0.2726 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4764 corrupt_frac_t_0p2_0p4=0.2049 acc_corrupt_t_0p4_0p6=0.6999 corrupt_frac_t_0p4_0p6=0.2039 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1974 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1980 out_w_norm=127.2825 out_g_norm=0.1672 loss_all=1.4141 init_gold_top10=0.4374 init_gold_top100=0.4898
+step=41600 epoch=3/62 epoch_step=8842/16379 micro_steps=83200 elapsed=46.5s lr=5.976721e-04 loss=2.1002 loss_recon=2.1002 loss_meanflow=0.0000 mean_model_t=0.5022 mean_corrupt_t=0.5022 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8067 corrupt_frac=0.5494 acc_corrupt=0.6525 loss_corrupt=2.1002 wrong_frac=0.4974 init_acc_corrupt=0.4684 acc_corrupt_t_0p0_0p2=0.2643 corrupt_frac_t_0p0_0p2=0.2019 acc_corrupt_t_0p2_0p4=0.4810 corrupt_frac_t_0p2_0p4=0.1913 acc_corrupt_t_0p4_0p6=0.6993 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8498 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9562 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=127.2539 out_g_norm=0.1667 loss_all=0.9107 init_gold_top10=0.5592 init_gold_top100=0.5852
+step=41650 epoch=3/62 epoch_step=8892/16379 micro_steps=83300 elapsed=46.0s lr=5.976663e-04 loss=2.0922 loss_recon=2.0922 loss_meanflow=0.0000 mean_model_t=0.5045 mean_corrupt_t=0.5045 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8091 corrupt_frac=0.5457 acc_corrupt=0.6544 loss_corrupt=2.0922 wrong_frac=0.4949 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.2751 corrupt_frac_t_0p0_0p2=0.1937 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.2018 acc_corrupt_t_0p4_0p6=0.7043 corrupt_frac_t_0p4_0p6=0.2026 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.1924 acc_corrupt_t_0p8_1p0=0.9540 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=127.2375 out_g_norm=0.1655 loss_all=1.0360 init_gold_top10=0.5270 init_gold_top100=0.5701
+step=41700 epoch=3/62 epoch_step=8942/16379 micro_steps=83400 elapsed=46.2s lr=5.976604e-04 loss=2.1185 loss_recon=2.1185 loss_meanflow=0.0000 mean_model_t=0.4952 mean_corrupt_t=0.4952 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8055 corrupt_frac=0.5487 acc_corrupt=0.6495 loss_corrupt=2.1185 wrong_frac=0.5035 init_acc_corrupt=0.4614 acc_corrupt_t_0p0_0p2=0.2711 corrupt_frac_t_0p0_0p2=0.2063 acc_corrupt_t_0p2_0p4=0.4837 corrupt_frac_t_0p2_0p4=0.1942 acc_corrupt_t_0p4_0p6=0.6985 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8509 corrupt_frac_t_0p6_0p8=0.2044 acc_corrupt_t_0p8_1p0=0.9553 corrupt_frac_t_0p8_1p0=0.1937 out_w_norm=127.2372 out_g_norm=0.1675 loss_all=0.8479 init_gold_top10=0.5930 init_gold_top100=0.6125
+step=41750 epoch=3/62 epoch_step=8992/16379 micro_steps=83500 elapsed=46.3s lr=5.976545e-04 loss=2.1553 loss_recon=2.1553 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8007 corrupt_frac=0.5548 acc_corrupt=0.6451 loss_corrupt=2.1553 wrong_frac=0.5064 init_acc_corrupt=0.4587 acc_corrupt_t_0p0_0p2=0.2646 corrupt_frac_t_0p0_0p2=0.2015 acc_corrupt_t_0p2_0p4=0.4746 corrupt_frac_t_0p2_0p4=0.2039 acc_corrupt_t_0p4_0p6=0.7047 corrupt_frac_t_0p4_0p6=0.2072 acc_corrupt_t_0p6_0p8=0.8457 corrupt_frac_t_0p6_0p8=0.1962 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1912 out_w_norm=127.2236 out_g_norm=0.1657 loss_all=1.1085 init_gold_top10=0.4771 init_gold_top100=0.5283
+step=41800 epoch=3/62 epoch_step=9042/16379 micro_steps=83600 elapsed=46.1s lr=5.976486e-04 loss=2.1221 loss_recon=2.1221 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8064 corrupt_frac=0.5457 acc_corrupt=0.6495 loss_corrupt=2.1221 wrong_frac=0.5026 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.2667 corrupt_frac_t_0p0_0p2=0.2012 acc_corrupt_t_0p2_0p4=0.4750 corrupt_frac_t_0p2_0p4=0.1986 acc_corrupt_t_0p4_0p6=0.7069 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8442 corrupt_frac_t_0p6_0p8=0.1959 acc_corrupt_t_0p8_1p0=0.9581 corrupt_frac_t_0p8_1p0=0.2003 out_w_norm=127.2083 out_g_norm=0.1662 loss_all=1.6041 init_gold_top10=0.4411 init_gold_top100=0.4899
+step=41850 epoch=3/62 epoch_step=9092/16379 micro_steps=83700 elapsed=46.2s lr=5.976427e-04 loss=2.1168 loss_recon=2.1168 loss_meanflow=0.0000 mean_model_t=0.5004 mean_corrupt_t=0.5004 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8055 corrupt_frac=0.5505 acc_corrupt=0.6508 loss_corrupt=2.1168 wrong_frac=0.5008 init_acc_corrupt=0.4647 acc_corrupt_t_0p0_0p2=0.2663 corrupt_frac_t_0p0_0p2=0.1986 acc_corrupt_t_0p2_0p4=0.4755 corrupt_frac_t_0p2_0p4=0.2015 acc_corrupt_t_0p4_0p6=0.7054 corrupt_frac_t_0p4_0p6=0.2034 acc_corrupt_t_0p6_0p8=0.8515 corrupt_frac_t_0p6_0p8=0.1946 acc_corrupt_t_0p8_1p0=0.9558 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=127.2045 out_g_norm=0.1665 loss_all=1.1287 init_gold_top10=0.5222 init_gold_top100=0.5558
+step=41900 epoch=3/62 epoch_step=9142/16379 micro_steps=83800 elapsed=46.8s lr=5.976368e-04 loss=2.0933 loss_recon=2.0933 loss_meanflow=0.0000 mean_model_t=0.5050 mean_corrupt_t=0.5050 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8079 corrupt_frac=0.5490 acc_corrupt=0.6544 loss_corrupt=2.0933 wrong_frac=0.4953 init_acc_corrupt=0.4701 acc_corrupt_t_0p0_0p2=0.2705 corrupt_frac_t_0p0_0p2=0.1936 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.1967 acc_corrupt_t_0p4_0p6=0.6981 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8468 corrupt_frac_t_0p6_0p8=0.2037 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2035 out_w_norm=127.2018 out_g_norm=0.1655 loss_all=0.9736 init_gold_top10=0.4918 init_gold_top100=0.5230
+step=41950 epoch=3/62 epoch_step=9192/16379 micro_steps=83900 elapsed=46.1s lr=5.976309e-04 loss=2.0452 loss_recon=2.0452 loss_meanflow=0.0000 mean_model_t=0.5068 mean_corrupt_t=0.5068 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8124 corrupt_frac=0.5461 acc_corrupt=0.6606 loss_corrupt=2.0452 wrong_frac=0.4916 init_acc_corrupt=0.4751 acc_corrupt_t_0p0_0p2=0.2735 corrupt_frac_t_0p0_0p2=0.1925 acc_corrupt_t_0p2_0p4=0.4871 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.7058 corrupt_frac_t_0p4_0p6=0.1997 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2094 out_w_norm=127.1877 out_g_norm=0.1672 loss_all=1.0701 init_gold_top10=0.5073 init_gold_top100=0.5388
+step=42000 epoch=3/62 epoch_step=9242/16379 micro_steps=84000 elapsed=46.2s lr=5.976249e-04 loss=2.1246 loss_recon=2.1246 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8041 corrupt_frac=0.5507 acc_corrupt=0.6484 loss_corrupt=2.1246 wrong_frac=0.5012 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2627 corrupt_frac_t_0p0_0p2=0.1991 acc_corrupt_t_0p2_0p4=0.4835 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.6977 corrupt_frac_t_0p4_0p6=0.1945 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1944 acc_corrupt_t_0p8_1p0=0.9559 corrupt_frac_t_0p8_1p0=0.2043 out_w_norm=127.1820 out_g_norm=0.1669 loss_all=1.3878 init_gold_top10=0.4599 init_gold_top100=0.5067
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+step=42150 epoch=3/62 epoch_step=9392/16379 micro_steps=84300 elapsed=46.2s lr=5.976071e-04 loss=2.1405 loss_recon=2.1405 loss_meanflow=0.0000 mean_model_t=0.5001 mean_corrupt_t=0.5001 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8028 corrupt_frac=0.5517 acc_corrupt=0.6469 loss_corrupt=2.1405 wrong_frac=0.5031 init_acc_corrupt=0.4625 acc_corrupt_t_0p0_0p2=0.2643 corrupt_frac_t_0p0_0p2=0.1997 acc_corrupt_t_0p2_0p4=0.4677 corrupt_frac_t_0p2_0p4=0.2011 acc_corrupt_t_0p4_0p6=0.7026 corrupt_frac_t_0p4_0p6=0.1982 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.2084 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.1926 out_w_norm=127.1440 out_g_norm=0.1667 loss_all=1.1063 init_gold_top10=0.4991 init_gold_top100=0.5439
+step=42200 epoch=3/62 epoch_step=9442/16379 micro_steps=84400 elapsed=47.3s lr=5.976012e-04 loss=2.0932 loss_recon=2.0932 loss_meanflow=0.0000 mean_model_t=0.5041 mean_corrupt_t=0.5041 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8071 corrupt_frac=0.5506 acc_corrupt=0.6539 loss_corrupt=2.0932 wrong_frac=0.4961 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2753 corrupt_frac_t_0p0_0p2=0.2011 acc_corrupt_t_0p2_0p4=0.4700 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.7034 corrupt_frac_t_0p4_0p6=0.1976 acc_corrupt_t_0p6_0p8=0.8521 corrupt_frac_t_0p6_0p8=0.1948 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=127.1114 out_g_norm=0.1663 loss_all=1.2331 init_gold_top10=0.4907 init_gold_top100=0.5272
+step=42250 epoch=3/62 epoch_step=9492/16379 micro_steps=84500 elapsed=46.2s lr=5.975952e-04 loss=2.0871 loss_recon=2.0871 loss_meanflow=0.0000 mean_model_t=0.5053 mean_corrupt_t=0.5053 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8080 corrupt_frac=0.5495 acc_corrupt=0.6547 loss_corrupt=2.0871 wrong_frac=0.4960 init_acc_corrupt=0.4702 acc_corrupt_t_0p0_0p2=0.2668 corrupt_frac_t_0p0_0p2=0.1972 acc_corrupt_t_0p2_0p4=0.4773 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8505 corrupt_frac_t_0p6_0p8=0.2057 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2018 out_w_norm=127.0870 out_g_norm=0.1661 loss_all=1.0129 init_gold_top10=0.4992 init_gold_top100=0.5354
+step=42300 epoch=3/62 epoch_step=9542/16379 micro_steps=84600 elapsed=46.9s lr=5.975892e-04 loss=2.1199 loss_recon=2.1199 loss_meanflow=0.0000 mean_model_t=0.4998 mean_corrupt_t=0.4998 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5492 acc_corrupt=0.6499 loss_corrupt=2.1199 wrong_frac=0.5004 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.2724 corrupt_frac_t_0p0_0p2=0.2091 acc_corrupt_t_0p2_0p4=0.4726 corrupt_frac_t_0p2_0p4=0.1943 acc_corrupt_t_0p4_0p6=0.7063 corrupt_frac_t_0p4_0p6=0.1931 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.1992 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=127.0772 out_g_norm=0.1664 loss_all=1.1983 init_gold_top10=0.5123 init_gold_top100=0.5443
+step=42350 epoch=3/62 epoch_step=9592/16379 micro_steps=84700 elapsed=46.2s lr=5.975832e-04 loss=2.1098 loss_recon=2.1098 loss_meanflow=0.0000 mean_model_t=0.5035 mean_corrupt_t=0.5035 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8061 corrupt_frac=0.5495 acc_corrupt=0.6515 loss_corrupt=2.1098 wrong_frac=0.4983 init_acc_corrupt=0.4665 acc_corrupt_t_0p0_0p2=0.2706 corrupt_frac_t_0p0_0p2=0.1958 acc_corrupt_t_0p2_0p4=0.4744 corrupt_frac_t_0p2_0p4=0.2091 acc_corrupt_t_0p4_0p6=0.7060 corrupt_frac_t_0p4_0p6=0.1950 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.1961 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2040 out_w_norm=127.0682 out_g_norm=0.1662 loss_all=1.3555 init_gold_top10=0.4203 init_gold_top100=0.4793
+step=42400 epoch=3/62 epoch_step=9642/16379 micro_steps=84800 elapsed=46.1s lr=5.975773e-04 loss=2.0984 loss_recon=2.0984 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8077 corrupt_frac=0.5476 acc_corrupt=0.6530 loss_corrupt=2.0984 wrong_frac=0.4983 init_acc_corrupt=0.4671 acc_corrupt_t_0p0_0p2=0.2722 corrupt_frac_t_0p0_0p2=0.2027 acc_corrupt_t_0p2_0p4=0.4878 corrupt_frac_t_0p2_0p4=0.1971 acc_corrupt_t_0p4_0p6=0.7014 corrupt_frac_t_0p4_0p6=0.2016 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.1920 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.2066 out_w_norm=127.0513 out_g_norm=0.1670 loss_all=1.3366 init_gold_top10=0.4414 init_gold_top100=0.4838
+step=42450 epoch=3/62 epoch_step=9692/16379 micro_steps=84900 elapsed=46.0s lr=5.975713e-04 loss=2.0820 loss_recon=2.0820 loss_meanflow=0.0000 mean_model_t=0.5067 mean_corrupt_t=0.5067 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8059 corrupt_frac=0.5581 acc_corrupt=0.6562 loss_corrupt=2.0820 wrong_frac=0.4927 init_acc_corrupt=0.4733 acc_corrupt_t_0p0_0p2=0.2700 corrupt_frac_t_0p0_0p2=0.1891 acc_corrupt_t_0p2_0p4=0.4729 corrupt_frac_t_0p2_0p4=0.1988 acc_corrupt_t_0p4_0p6=0.6982 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8506 corrupt_frac_t_0p6_0p8=0.2068 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2012 out_w_norm=127.0310 out_g_norm=0.1647 loss_all=1.0405 init_gold_top10=0.5227 init_gold_top100=0.5550
+step=42500 epoch=3/62 epoch_step=9742/16379 micro_steps=85000 elapsed=47.1s lr=5.975653e-04 loss=2.0919 loss_recon=2.0919 loss_meanflow=0.0000 mean_model_t=0.5014 mean_corrupt_t=0.5014 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8069 corrupt_frac=0.5504 acc_corrupt=0.6534 loss_corrupt=2.0919 wrong_frac=0.4983 init_acc_corrupt=0.4677 acc_corrupt_t_0p0_0p2=0.2752 corrupt_frac_t_0p0_0p2=0.1989 acc_corrupt_t_0p2_0p4=0.4757 corrupt_frac_t_0p2_0p4=0.1933 acc_corrupt_t_0p4_0p6=0.7031 corrupt_frac_t_0p4_0p6=0.2083 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1978 acc_corrupt_t_0p8_1p0=0.9555 corrupt_frac_t_0p8_1p0=0.2016 out_w_norm=127.0161 out_g_norm=0.1676 loss_all=0.9891 init_gold_top10=0.5390 init_gold_top100=0.5724
+step=42550 epoch=3/62 epoch_step=9792/16379 micro_steps=85100 elapsed=46.7s lr=5.975593e-04 loss=2.1213 loss_recon=2.1213 loss_meanflow=0.0000 mean_model_t=0.4968 mean_corrupt_t=0.4968 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5476 acc_corrupt=0.6485 loss_corrupt=2.1213 wrong_frac=0.5040 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2665 corrupt_frac_t_0p0_0p2=0.2031 acc_corrupt_t_0p2_0p4=0.4907 corrupt_frac_t_0p2_0p4=0.2024 acc_corrupt_t_0p4_0p6=0.7000 corrupt_frac_t_0p4_0p6=0.2052 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1954 acc_corrupt_t_0p8_1p0=0.9564 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=127.0081 out_g_norm=0.1673 loss_all=1.1807 init_gold_top10=0.5057 init_gold_top100=0.5469
+step=42600 epoch=3/62 epoch_step=9842/16379 micro_steps=85200 elapsed=46.8s lr=5.975532e-04 loss=2.0326 loss_recon=2.0326 loss_meanflow=0.0000 mean_model_t=0.5085 mean_corrupt_t=0.5085 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8145 corrupt_frac=0.5415 acc_corrupt=0.6615 loss_corrupt=2.0326 wrong_frac=0.4902 init_acc_corrupt=0.4764 acc_corrupt_t_0p0_0p2=0.2739 corrupt_frac_t_0p0_0p2=0.1939 acc_corrupt_t_0p2_0p4=0.4810 corrupt_frac_t_0p2_0p4=0.1937 acc_corrupt_t_0p4_0p6=0.7081 corrupt_frac_t_0p4_0p6=0.1980 acc_corrupt_t_0p6_0p8=0.8518 corrupt_frac_t_0p6_0p8=0.2032 acc_corrupt_t_0p8_1p0=0.9561 corrupt_frac_t_0p8_1p0=0.2112 out_w_norm=127.0076 out_g_norm=0.1670 loss_all=1.1493 init_gold_top10=0.5178 init_gold_top100=0.5489
+step=42650 epoch=3/62 epoch_step=9892/16379 micro_steps=85300 elapsed=46.9s lr=5.975472e-04 loss=2.0788 loss_recon=2.0788 loss_meanflow=0.0000 mean_model_t=0.5058 mean_corrupt_t=0.5058 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8074 corrupt_frac=0.5526 acc_corrupt=0.6558 loss_corrupt=2.0788 wrong_frac=0.4948 init_acc_corrupt=0.4711 acc_corrupt_t_0p0_0p2=0.2720 corrupt_frac_t_0p0_0p2=0.1929 acc_corrupt_t_0p2_0p4=0.4767 corrupt_frac_t_0p2_0p4=0.1995 acc_corrupt_t_0p4_0p6=0.7032 corrupt_frac_t_0p4_0p6=0.2045 acc_corrupt_t_0p6_0p8=0.8509 corrupt_frac_t_0p6_0p8=0.1983 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.2047 out_w_norm=127.0122 out_g_norm=0.1653 loss_all=1.1283 init_gold_top10=0.5079 init_gold_top100=0.5457
+step=42700 epoch=3/62 epoch_step=9942/16379 micro_steps=85400 elapsed=53.7s lr=5.975412e-04 loss=2.1201 loss_recon=2.1201 loss_meanflow=0.0000 mean_model_t=0.4999 mean_corrupt_t=0.4999 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5557 acc_corrupt=0.6508 loss_corrupt=2.1201 wrong_frac=0.4997 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2654 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4765 corrupt_frac_t_0p2_0p4=0.2038 acc_corrupt_t_0p4_0p6=0.7045 corrupt_frac_t_0p4_0p6=0.2030 acc_corrupt_t_0p6_0p8=0.8479 corrupt_frac_t_0p6_0p8=0.1939 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.2025 out_w_norm=127.0209 out_g_norm=0.1659 loss_all=0.8347 init_gold_top10=0.5936 init_gold_top100=0.6222
+step=42750 epoch=3/62 epoch_step=9992/16379 micro_steps=85500 elapsed=73.4s lr=5.975352e-04 loss=2.1338 loss_recon=2.1338 loss_meanflow=0.0000 mean_model_t=0.4965 mean_corrupt_t=0.4965 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8038 corrupt_frac=0.5492 acc_corrupt=0.6471 loss_corrupt=2.1338 wrong_frac=0.5039 init_acc_corrupt=0.4602 acc_corrupt_t_0p0_0p2=0.2719 corrupt_frac_t_0p0_0p2=0.2113 acc_corrupt_t_0p2_0p4=0.4765 corrupt_frac_t_0p2_0p4=0.1954 acc_corrupt_t_0p4_0p6=0.7014 corrupt_frac_t_0p4_0p6=0.1932 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.1994 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.2007 out_w_norm=127.0265 out_g_norm=0.1678 loss_all=1.0825 init_gold_top10=0.5406 init_gold_top100=0.5755
+step=42800 epoch=3/62 epoch_step=10042/16379 micro_steps=85600 elapsed=73.6s lr=5.975291e-04 loss=2.1255 loss_recon=2.1255 loss_meanflow=0.0000 mean_model_t=0.4967 mean_corrupt_t=0.4967 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8060 corrupt_frac=0.5453 acc_corrupt=0.6483 loss_corrupt=2.1255 wrong_frac=0.5039 init_acc_corrupt=0.4608 acc_corrupt_t_0p0_0p2=0.2708 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4742 corrupt_frac_t_0p2_0p4=0.2071 acc_corrupt_t_0p4_0p6=0.7035 corrupt_frac_t_0p4_0p6=0.2075 acc_corrupt_t_0p6_0p8=0.8462 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9586 corrupt_frac_t_0p8_1p0=0.1891 out_w_norm=127.0176 out_g_norm=0.1676 loss_all=1.0061 init_gold_top10=0.5082 init_gold_top100=0.5539
+step=42850 epoch=3/62 epoch_step=10092/16379 micro_steps=85700 elapsed=73.7s lr=5.975231e-04 loss=2.0596 loss_recon=2.0596 loss_meanflow=0.0000 mean_model_t=0.5061 mean_corrupt_t=0.5061 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8097 corrupt_frac=0.5520 acc_corrupt=0.6593 loss_corrupt=2.0596 wrong_frac=0.4909 init_acc_corrupt=0.4752 acc_corrupt_t_0p0_0p2=0.2662 corrupt_frac_t_0p0_0p2=0.1938 acc_corrupt_t_0p2_0p4=0.4809 corrupt_frac_t_0p2_0p4=0.1936 acc_corrupt_t_0p4_0p6=0.7080 corrupt_frac_t_0p4_0p6=0.1998 acc_corrupt_t_0p6_0p8=0.8519 corrupt_frac_t_0p6_0p8=0.2078 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.2051 out_w_norm=127.0064 out_g_norm=0.1655 loss_all=1.4235 init_gold_top10=0.4667 init_gold_top100=0.5051
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+step=42950 epoch=3/62 epoch_step=10192/16379 micro_steps=85900 elapsed=67.5s lr=5.975109e-04 loss=2.0921 loss_recon=2.0921 loss_meanflow=0.0000 mean_model_t=0.4993 mean_corrupt_t=0.4993 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8085 corrupt_frac=0.5457 acc_corrupt=0.6534 loss_corrupt=2.0921 wrong_frac=0.5001 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2741 corrupt_frac_t_0p0_0p2=0.1995 acc_corrupt_t_0p2_0p4=0.4836 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.1995 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.2019 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.1993 out_w_norm=126.9899 out_g_norm=0.1672 loss_all=1.2770 init_gold_top10=0.4950 init_gold_top100=0.5314
+step=43000 epoch=3/62 epoch_step=10242/16379 micro_steps=86000 elapsed=73.8s lr=5.975049e-04 loss=2.0916 loss_recon=2.0916 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8046 corrupt_frac=0.5582 acc_corrupt=0.6541 loss_corrupt=2.0916 wrong_frac=0.4958 init_acc_corrupt=0.4708 acc_corrupt_t_0p0_0p2=0.2690 corrupt_frac_t_0p0_0p2=0.1979 acc_corrupt_t_0p2_0p4=0.4792 corrupt_frac_t_0p2_0p4=0.1925 acc_corrupt_t_0p4_0p6=0.7003 corrupt_frac_t_0p4_0p6=0.2041 acc_corrupt_t_0p6_0p8=0.8471 corrupt_frac_t_0p6_0p8=0.2049 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.2005 out_w_norm=126.9749 out_g_norm=0.1665 loss_all=1.1741 init_gold_top10=0.5094 init_gold_top100=0.5549
+step=43050 epoch=3/62 epoch_step=10292/16379 micro_steps=86100 elapsed=74.5s lr=5.974988e-04 loss=2.0714 loss_recon=2.0714 loss_meanflow=0.0000 mean_model_t=0.5017 mean_corrupt_t=0.5017 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8097 corrupt_frac=0.5476 acc_corrupt=0.6566 loss_corrupt=2.0714 wrong_frac=0.4956 init_acc_corrupt=0.4699 acc_corrupt_t_0p0_0p2=0.2815 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.4754 corrupt_frac_t_0p2_0p4=0.1898 acc_corrupt_t_0p4_0p6=0.7038 corrupt_frac_t_0p4_0p6=0.2128 acc_corrupt_t_0p6_0p8=0.8485 corrupt_frac_t_0p6_0p8=0.1909 acc_corrupt_t_0p8_1p0=0.9547 corrupt_frac_t_0p8_1p0=0.2083 out_w_norm=126.9528 out_g_norm=0.1667 loss_all=0.9956 init_gold_top10=0.5131 init_gold_top100=0.5398
+step=43100 epoch=3/62 epoch_step=10342/16379 micro_steps=86200 elapsed=73.7s lr=5.974927e-04 loss=2.1380 loss_recon=2.1380 loss_meanflow=0.0000 mean_model_t=0.4938 mean_corrupt_t=0.4938 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8039 corrupt_frac=0.5477 acc_corrupt=0.6468 loss_corrupt=2.1380 wrong_frac=0.5069 init_acc_corrupt=0.4580 acc_corrupt_t_0p0_0p2=0.2711 corrupt_frac_t_0p0_0p2=0.2089 acc_corrupt_t_0p2_0p4=0.4844 corrupt_frac_t_0p2_0p4=0.2096 acc_corrupt_t_0p4_0p6=0.7059 corrupt_frac_t_0p4_0p6=0.1836 acc_corrupt_t_0p6_0p8=0.8492 corrupt_frac_t_0p6_0p8=0.1979 acc_corrupt_t_0p8_1p0=0.9551 corrupt_frac_t_0p8_1p0=0.1999 out_w_norm=126.9306 out_g_norm=0.1675 loss_all=1.1745 init_gold_top10=0.4998 init_gold_top100=0.5333
+step=43150 epoch=3/62 epoch_step=10392/16379 micro_steps=86300 elapsed=70.0s lr=5.974866e-04 loss=2.1195 loss_recon=2.1195 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8072 corrupt_frac=0.5455 acc_corrupt=0.6503 loss_corrupt=2.1195 wrong_frac=0.5016 init_acc_corrupt=0.4630 acc_corrupt_t_0p0_0p2=0.2750 corrupt_frac_t_0p0_0p2=0.2022 acc_corrupt_t_0p2_0p4=0.4787 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.7070 corrupt_frac_t_0p4_0p6=0.1910 acc_corrupt_t_0p6_0p8=0.8465 corrupt_frac_t_0p6_0p8=0.2055 acc_corrupt_t_0p8_1p0=0.9583 corrupt_frac_t_0p8_1p0=0.1952 out_w_norm=126.9212 out_g_norm=0.1685 loss_all=1.4056 init_gold_top10=0.4376 init_gold_top100=0.4877
+step=43200 epoch=3/62 epoch_step=10442/16379 micro_steps=86400 elapsed=67.0s lr=5.974805e-04 loss=2.1042 loss_recon=2.1042 loss_meanflow=0.0000 mean_model_t=0.5032 mean_corrupt_t=0.5032 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8071 corrupt_frac=0.5493 acc_corrupt=0.6533 loss_corrupt=2.1042 wrong_frac=0.4966 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2714 corrupt_frac_t_0p0_0p2=0.1947 acc_corrupt_t_0p2_0p4=0.4776 corrupt_frac_t_0p2_0p4=0.2030 acc_corrupt_t_0p4_0p6=0.6978 corrupt_frac_t_0p4_0p6=0.1961 acc_corrupt_t_0p6_0p8=0.8484 corrupt_frac_t_0p6_0p8=0.2050 acc_corrupt_t_0p8_1p0=0.9576 corrupt_frac_t_0p8_1p0=0.2013 out_w_norm=126.9116 out_g_norm=0.1664 loss_all=1.2631 init_gold_top10=0.5261 init_gold_top100=0.5594
+step=43250 epoch=3/62 epoch_step=10492/16379 micro_steps=86500 elapsed=73.5s lr=5.974744e-04 loss=2.0758 loss_recon=2.0758 loss_meanflow=0.0000 mean_model_t=0.5071 mean_corrupt_t=0.5071 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8085 corrupt_frac=0.5512 acc_corrupt=0.6566 loss_corrupt=2.0758 wrong_frac=0.4943 init_acc_corrupt=0.4719 acc_corrupt_t_0p0_0p2=0.2713 corrupt_frac_t_0p0_0p2=0.1878 acc_corrupt_t_0p2_0p4=0.4776 corrupt_frac_t_0p2_0p4=0.2025 acc_corrupt_t_0p4_0p6=0.7024 corrupt_frac_t_0p4_0p6=0.2071 acc_corrupt_t_0p6_0p8=0.8459 corrupt_frac_t_0p6_0p8=0.1982 acc_corrupt_t_0p8_1p0=0.9579 corrupt_frac_t_0p8_1p0=0.2044 out_w_norm=126.9082 out_g_norm=0.1667 loss_all=1.1440 init_gold_top10=0.4750 init_gold_top100=0.5131
+step=43300 epoch=3/62 epoch_step=10542/16379 micro_steps=86600 elapsed=73.6s lr=5.974683e-04 loss=2.0845 loss_recon=2.0845 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8073 corrupt_frac=0.5510 acc_corrupt=0.6547 loss_corrupt=2.0845 wrong_frac=0.4978 init_acc_corrupt=0.4683 acc_corrupt_t_0p0_0p2=0.2728 corrupt_frac_t_0p0_0p2=0.1965 acc_corrupt_t_0p2_0p4=0.4751 corrupt_frac_t_0p2_0p4=0.1957 acc_corrupt_t_0p4_0p6=0.7049 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8483 corrupt_frac_t_0p6_0p8=0.2087 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.1974 out_w_norm=126.8969 out_g_norm=0.1672 loss_all=1.2467 init_gold_top10=0.4849 init_gold_top100=0.5297
+step=43350 epoch=3/62 epoch_step=10592/16379 micro_steps=86700 elapsed=73.7s lr=5.974621e-04 loss=2.1066 loss_recon=2.1066 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8063 corrupt_frac=0.5477 acc_corrupt=0.6508 loss_corrupt=2.1066 wrong_frac=0.5006 init_acc_corrupt=0.4645 acc_corrupt_t_0p0_0p2=0.2685 corrupt_frac_t_0p0_0p2=0.2055 acc_corrupt_t_0p2_0p4=0.4850 corrupt_frac_t_0p2_0p4=0.1974 acc_corrupt_t_0p4_0p6=0.7050 corrupt_frac_t_0p4_0p6=0.1977 acc_corrupt_t_0p6_0p8=0.8488 corrupt_frac_t_0p6_0p8=0.2013 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1982 out_w_norm=126.8986 out_g_norm=0.1676 loss_all=0.9586 init_gold_top10=0.5530 init_gold_top100=0.5802
+step=43400 epoch=3/62 epoch_step=10642/16379 micro_steps=86800 elapsed=70.1s lr=5.974560e-04 loss=2.0758 loss_recon=2.0758 loss_meanflow=0.0000 mean_model_t=0.5020 mean_corrupt_t=0.5020 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8084 corrupt_frac=0.5510 acc_corrupt=0.6564 loss_corrupt=2.0758 wrong_frac=0.4960 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2717 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4826 corrupt_frac_t_0p2_0p4=0.2037 acc_corrupt_t_0p4_0p6=0.7063 corrupt_frac_t_0p4_0p6=0.2012 acc_corrupt_t_0p6_0p8=0.8512 corrupt_frac_t_0p6_0p8=0.2051 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1977 out_w_norm=126.8924 out_g_norm=0.1667 loss_all=1.3670 init_gold_top10=0.4591 init_gold_top100=0.5016
+step=43450 epoch=3/62 epoch_step=10692/16379 micro_steps=86900 elapsed=68.0s lr=5.974499e-04 loss=2.0664 loss_recon=2.0664 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8094 corrupt_frac=0.5503 acc_corrupt=0.6576 loss_corrupt=2.0664 wrong_frac=0.4951 init_acc_corrupt=0.4712 acc_corrupt_t_0p0_0p2=0.2719 corrupt_frac_t_0p0_0p2=0.1959 acc_corrupt_t_0p2_0p4=0.4844 corrupt_frac_t_0p2_0p4=0.1933 acc_corrupt_t_0p4_0p6=0.7016 corrupt_frac_t_0p4_0p6=0.2025 acc_corrupt_t_0p6_0p8=0.8495 corrupt_frac_t_0p6_0p8=0.2066 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.2017 out_w_norm=126.8744 out_g_norm=0.1669 loss_all=1.1252 init_gold_top10=0.5414 init_gold_top100=0.5668
+step=43500 epoch=3/62 epoch_step=10742/16379 micro_steps=87000 elapsed=73.4s lr=5.974437e-04 loss=2.1247 loss_recon=2.1247 loss_meanflow=0.0000 mean_model_t=0.4955 mean_corrupt_t=0.4955 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8045 corrupt_frac=0.5506 acc_corrupt=0.6493 loss_corrupt=2.1247 wrong_frac=0.5018 init_acc_corrupt=0.4631 acc_corrupt_t_0p0_0p2=0.2689 corrupt_frac_t_0p0_0p2=0.2067 acc_corrupt_t_0p2_0p4=0.4844 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.7006 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8496 corrupt_frac_t_0p6_0p8=0.1941 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=126.8648 out_g_norm=0.1653 loss_all=1.0760 init_gold_top10=0.4980 init_gold_top100=0.5274
+step=43550 epoch=3/62 epoch_step=10792/16379 micro_steps=87100 elapsed=73.6s lr=5.974376e-04 loss=2.0867 loss_recon=2.0867 loss_meanflow=0.0000 mean_model_t=0.5012 mean_corrupt_t=0.5012 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8080 corrupt_frac=0.5484 acc_corrupt=0.6544 loss_corrupt=2.0867 wrong_frac=0.4979 init_acc_corrupt=0.4688 acc_corrupt_t_0p0_0p2=0.2720 corrupt_frac_t_0p0_0p2=0.2029 acc_corrupt_t_0p2_0p4=0.4830 corrupt_frac_t_0p2_0p4=0.1940 acc_corrupt_t_0p4_0p6=0.7060 corrupt_frac_t_0p4_0p6=0.2014 acc_corrupt_t_0p6_0p8=0.8481 corrupt_frac_t_0p6_0p8=0.1931 acc_corrupt_t_0p8_1p0=0.9568 corrupt_frac_t_0p8_1p0=0.2086 out_w_norm=126.8604 out_g_norm=0.1672 loss_all=1.2937 init_gold_top10=0.4967 init_gold_top100=0.5344
+step=43600 epoch=3/62 epoch_step=10842/16379 micro_steps=87200 elapsed=73.7s lr=5.974314e-04 loss=2.1116 loss_recon=2.1116 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8045 corrupt_frac=0.5520 acc_corrupt=0.6505 loss_corrupt=2.1116 wrong_frac=0.5008 init_acc_corrupt=0.4639 acc_corrupt_t_0p0_0p2=0.2683 corrupt_frac_t_0p0_0p2=0.1981 acc_corrupt_t_0p2_0p4=0.4721 corrupt_frac_t_0p2_0p4=0.1991 acc_corrupt_t_0p4_0p6=0.6996 corrupt_frac_t_0p4_0p6=0.1992 acc_corrupt_t_0p6_0p8=0.8480 corrupt_frac_t_0p6_0p8=0.2046 acc_corrupt_t_0p8_1p0=0.9571 corrupt_frac_t_0p8_1p0=0.1990 out_w_norm=126.8335 out_g_norm=0.1673 loss_all=0.8231 init_gold_top10=0.5527 init_gold_top100=0.5810
+step=43650 epoch=3/62 epoch_step=10892/16379 micro_steps=87300 elapsed=69.8s lr=5.974252e-04 loss=2.1182 loss_recon=2.1182 loss_meanflow=0.0000 mean_model_t=0.5007 mean_corrupt_t=0.5007 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5498 acc_corrupt=0.6496 loss_corrupt=2.1182 wrong_frac=0.5000 init_acc_corrupt=0.4640 acc_corrupt_t_0p0_0p2=0.2699 corrupt_frac_t_0p0_0p2=0.1976 acc_corrupt_t_0p2_0p4=0.4705 corrupt_frac_t_0p2_0p4=0.2090 acc_corrupt_t_0p4_0p6=0.7058 corrupt_frac_t_0p4_0p6=0.1911 acc_corrupt_t_0p6_0p8=0.8470 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9557 corrupt_frac_t_0p8_1p0=0.2051 out_w_norm=126.7984 out_g_norm=0.1673 loss_all=1.2725 init_gold_top10=0.4946 init_gold_top100=0.5253
+step=43700 epoch=3/62 epoch_step=10942/16379 micro_steps=87400 elapsed=61.0s lr=5.974191e-04 loss=2.1308 loss_recon=2.1308 loss_meanflow=0.0000 mean_model_t=0.4948 mean_corrupt_t=0.4948 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8042 corrupt_frac=0.5476 acc_corrupt=0.6471 loss_corrupt=2.1308 wrong_frac=0.5047 init_acc_corrupt=0.4601 acc_corrupt_t_0p0_0p2=0.2725 corrupt_frac_t_0p0_0p2=0.2094 acc_corrupt_t_0p2_0p4=0.4848 corrupt_frac_t_0p2_0p4=0.1972 acc_corrupt_t_0p4_0p6=0.7021 corrupt_frac_t_0p4_0p6=0.2006 acc_corrupt_t_0p6_0p8=0.8454 corrupt_frac_t_0p6_0p8=0.2007 acc_corrupt_t_0p8_1p0=0.9580 corrupt_frac_t_0p8_1p0=0.1920 out_w_norm=126.7754 out_g_norm=0.1688 loss_all=1.1183 init_gold_top10=0.5463 init_gold_top100=0.5792
+step=43750 epoch=3/62 epoch_step=10992/16379 micro_steps=87500 elapsed=47.1s lr=5.974129e-04 loss=2.1237 loss_recon=2.1237 loss_meanflow=0.0000 mean_model_t=0.4931 mean_corrupt_t=0.4931 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8031 corrupt_frac=0.5531 acc_corrupt=0.6485 loss_corrupt=2.1237 wrong_frac=0.5057 init_acc_corrupt=0.4590 acc_corrupt_t_0p0_0p2=0.2782 corrupt_frac_t_0p0_0p2=0.2067 acc_corrupt_t_0p2_0p4=0.4799 corrupt_frac_t_0p2_0p4=0.2095 acc_corrupt_t_0p4_0p6=0.7069 corrupt_frac_t_0p4_0p6=0.1872 acc_corrupt_t_0p6_0p8=0.8497 corrupt_frac_t_0p6_0p8=0.1991 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.1976 out_w_norm=126.7600 out_g_norm=0.1671 loss_all=1.0388 init_gold_top10=0.5092 init_gold_top100=0.5465
+step=43800 epoch=3/62 epoch_step=11042/16379 micro_steps=87600 elapsed=46.5s lr=5.974067e-04 loss=2.0636 loss_recon=2.0636 loss_meanflow=0.0000 mean_model_t=0.5021 mean_corrupt_t=0.5021 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8123 corrupt_frac=0.5412 acc_corrupt=0.6576 loss_corrupt=2.0636 wrong_frac=0.4975 init_acc_corrupt=0.4695 acc_corrupt_t_0p0_0p2=0.2794 corrupt_frac_t_0p0_0p2=0.1968 acc_corrupt_t_0p2_0p4=0.4770 corrupt_frac_t_0p2_0p4=0.1927 acc_corrupt_t_0p4_0p6=0.7029 corrupt_frac_t_0p4_0p6=0.2048 acc_corrupt_t_0p6_0p8=0.8513 corrupt_frac_t_0p6_0p8=0.2043 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2015 out_w_norm=126.7534 out_g_norm=0.1680 loss_all=0.9944 init_gold_top10=0.4728 init_gold_top100=0.5067
+step=43850 epoch=3/62 epoch_step=11092/16379 micro_steps=87700 elapsed=46.5s lr=5.974005e-04 loss=2.1336 loss_recon=2.1336 loss_meanflow=0.0000 mean_model_t=0.4970 mean_corrupt_t=0.4970 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8038 corrupt_frac=0.5512 acc_corrupt=0.6482 loss_corrupt=2.1336 wrong_frac=0.5018 init_acc_corrupt=0.4632 acc_corrupt_t_0p0_0p2=0.2730 corrupt_frac_t_0p0_0p2=0.2074 acc_corrupt_t_0p2_0p4=0.4722 corrupt_frac_t_0p2_0p4=0.2009 acc_corrupt_t_0p4_0p6=0.7033 corrupt_frac_t_0p4_0p6=0.1905 acc_corrupt_t_0p6_0p8=0.8489 corrupt_frac_t_0p6_0p8=0.1938 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.2074 out_w_norm=126.7384 out_g_norm=0.1678 loss_all=1.2501 init_gold_top10=0.4826 init_gold_top100=0.5303
+step=43900 epoch=3/62 epoch_step=11142/16379 micro_steps=87800 elapsed=46.6s lr=5.973943e-04 loss=2.1720 loss_recon=2.1720 loss_meanflow=0.0000 mean_model_t=0.4921 mean_corrupt_t=0.4921 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7997 corrupt_frac=0.5513 acc_corrupt=0.6415 loss_corrupt=2.1720 wrong_frac=0.5104 init_acc_corrupt=0.4537 acc_corrupt_t_0p0_0p2=0.2659 corrupt_frac_t_0p0_0p2=0.2111 acc_corrupt_t_0p2_0p4=0.4773 corrupt_frac_t_0p2_0p4=0.2077 acc_corrupt_t_0p4_0p6=0.7065 corrupt_frac_t_0p4_0p6=0.1968 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.1930 acc_corrupt_t_0p8_1p0=0.9560 corrupt_frac_t_0p8_1p0=0.1914 out_w_norm=126.7265 out_g_norm=0.1677 loss_all=1.3390 init_gold_top10=0.5041 init_gold_top100=0.5427
+step=43950 epoch=3/62 epoch_step=11192/16379 micro_steps=87900 elapsed=46.8s lr=5.973881e-04 loss=2.1732 loss_recon=2.1732 loss_meanflow=0.0000 mean_model_t=0.4934 mean_corrupt_t=0.4934 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.7993 corrupt_frac=0.5518 acc_corrupt=0.6413 loss_corrupt=2.1732 wrong_frac=0.5096 init_acc_corrupt=0.4541 acc_corrupt_t_0p0_0p2=0.2671 corrupt_frac_t_0p0_0p2=0.2075 acc_corrupt_t_0p2_0p4=0.4720 corrupt_frac_t_0p2_0p4=0.2086 acc_corrupt_t_0p4_0p6=0.7030 corrupt_frac_t_0p4_0p6=0.1953 acc_corrupt_t_0p6_0p8=0.8469 corrupt_frac_t_0p6_0p8=0.1996 acc_corrupt_t_0p8_1p0=0.9578 corrupt_frac_t_0p8_1p0=0.1890 out_w_norm=126.7413 out_g_norm=0.1689 loss_all=0.8288 init_gold_top10=0.5687 init_gold_top100=0.5901
+step=44000 epoch=3/62 epoch_step=11242/16379 micro_steps=88000 elapsed=46.8s lr=5.973818e-04 loss=2.1002 loss_recon=2.1002 loss_meanflow=0.0000 mean_model_t=0.4990 mean_corrupt_t=0.4990 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8056 corrupt_frac=0.5529 acc_corrupt=0.6529 loss_corrupt=2.1002 wrong_frac=0.4991 init_acc_corrupt=0.4662 acc_corrupt_t_0p0_0p2=0.2724 corrupt_frac_t_0p0_0p2=0.1956 acc_corrupt_t_0p2_0p4=0.4771 corrupt_frac_t_0p2_0p4=0.2031 acc_corrupt_t_0p4_0p6=0.7039 corrupt_frac_t_0p4_0p6=0.2022 acc_corrupt_t_0p6_0p8=0.8519 corrupt_frac_t_0p6_0p8=0.2045 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.1945 out_w_norm=126.7143 out_g_norm=0.1678 loss_all=1.0868 init_gold_top10=0.5657 init_gold_top100=0.6000
+step=44050 epoch=3/62 epoch_step=11292/16379 micro_steps=88100 elapsed=47.8s lr=5.973756e-04 loss=2.1172 loss_recon=2.1172 loss_meanflow=0.0000 mean_model_t=0.4978 mean_corrupt_t=0.4978 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8061 corrupt_frac=0.5468 acc_corrupt=0.6496 loss_corrupt=2.1172 wrong_frac=0.5035 init_acc_corrupt=0.4617 acc_corrupt_t_0p0_0p2=0.2712 corrupt_frac_t_0p0_0p2=0.2048 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.2000 acc_corrupt_t_0p4_0p6=0.7072 corrupt_frac_t_0p4_0p6=0.2042 acc_corrupt_t_0p6_0p8=0.8499 corrupt_frac_t_0p6_0p8=0.1914 acc_corrupt_t_0p8_1p0=0.9566 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=126.6792 out_g_norm=0.1686 loss_all=1.1472 init_gold_top10=0.4830 init_gold_top100=0.5275
+step=44100 epoch=3/62 epoch_step=11342/16379 micro_steps=88200 elapsed=46.9s lr=5.973694e-04 loss=2.1029 loss_recon=2.1029 loss_meanflow=0.0000 mean_model_t=0.5015 mean_corrupt_t=0.5015 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8063 corrupt_frac=0.5493 acc_corrupt=0.6515 loss_corrupt=2.1029 wrong_frac=0.4993 init_acc_corrupt=0.4661 acc_corrupt_t_0p0_0p2=0.2767 corrupt_frac_t_0p0_0p2=0.1982 acc_corrupt_t_0p2_0p4=0.4716 corrupt_frac_t_0p2_0p4=0.2019 acc_corrupt_t_0p4_0p6=0.7000 corrupt_frac_t_0p4_0p6=0.2017 acc_corrupt_t_0p6_0p8=0.8510 corrupt_frac_t_0p6_0p8=0.1973 acc_corrupt_t_0p8_1p0=0.9575 corrupt_frac_t_0p8_1p0=0.2008 out_w_norm=126.6470 out_g_norm=0.1674 loss_all=1.3129 init_gold_top10=0.4929 init_gold_top100=0.5278
+step=44150 epoch=3/62 epoch_step=11392/16379 micro_steps=88300 elapsed=47.0s lr=5.973631e-04 loss=2.0724 loss_recon=2.0724 loss_meanflow=0.0000 mean_model_t=0.5028 mean_corrupt_t=0.5028 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8091 corrupt_frac=0.5489 acc_corrupt=0.6565 loss_corrupt=2.0724 wrong_frac=0.4961 init_acc_corrupt=0.4694 acc_corrupt_t_0p0_0p2=0.2743 corrupt_frac_t_0p0_0p2=0.1906 acc_corrupt_t_0p2_0p4=0.4761 corrupt_frac_t_0p2_0p4=0.2059 acc_corrupt_t_0p4_0p6=0.7054 corrupt_frac_t_0p4_0p6=0.1956 acc_corrupt_t_0p6_0p8=0.8504 corrupt_frac_t_0p6_0p8=0.2040 acc_corrupt_t_0p8_1p0=0.9549 corrupt_frac_t_0p8_1p0=0.2039 out_w_norm=126.6345 out_g_norm=0.1673 loss_all=1.2276 init_gold_top10=0.5332 init_gold_top100=0.5637
+step=44200 epoch=3/62 epoch_step=11442/16379 micro_steps=88400 elapsed=46.8s lr=5.973569e-04 loss=2.1242 loss_recon=2.1242 loss_meanflow=0.0000 mean_model_t=0.4985 mean_corrupt_t=0.4985 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8037 corrupt_frac=0.5526 acc_corrupt=0.6492 loss_corrupt=2.1242 wrong_frac=0.5017 init_acc_corrupt=0.4633 acc_corrupt_t_0p0_0p2=0.2641 corrupt_frac_t_0p0_0p2=0.1977 acc_corrupt_t_0p2_0p4=0.4823 corrupt_frac_t_0p2_0p4=0.2061 acc_corrupt_t_0p4_0p6=0.7025 corrupt_frac_t_0p4_0p6=0.2013 acc_corrupt_t_0p6_0p8=0.8500 corrupt_frac_t_0p6_0p8=0.2003 acc_corrupt_t_0p8_1p0=0.9552 corrupt_frac_t_0p8_1p0=0.1946 out_w_norm=126.6357 out_g_norm=0.1673 loss_all=1.1187 init_gold_top10=0.5281 init_gold_top100=0.5600
+step=44250 epoch=3/62 epoch_step=11492/16379 micro_steps=88500 elapsed=46.8s lr=5.973506e-04 loss=2.0710 loss_recon=2.0710 loss_meanflow=0.0000 mean_model_t=0.5049 mean_corrupt_t=0.5049 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8103 corrupt_frac=0.5466 acc_corrupt=0.6567 loss_corrupt=2.0710 wrong_frac=0.4938 init_acc_corrupt=0.4718 acc_corrupt_t_0p0_0p2=0.2714 corrupt_frac_t_0p0_0p2=0.1923 acc_corrupt_t_0p2_0p4=0.4822 corrupt_frac_t_0p2_0p4=0.1985 acc_corrupt_t_0p4_0p6=0.7018 corrupt_frac_t_0p4_0p6=0.2015 acc_corrupt_t_0p6_0p8=0.8461 corrupt_frac_t_0p6_0p8=0.2057 acc_corrupt_t_0p8_1p0=0.9572 corrupt_frac_t_0p8_1p0=0.2019 out_w_norm=126.6289 out_g_norm=0.1668 loss_all=1.0833 init_gold_top10=0.4982 init_gold_top100=0.5319
+step=44300 epoch=3/62 epoch_step=11542/16379 micro_steps=88600 elapsed=46.5s lr=5.973444e-04 loss=2.1467 loss_recon=2.1467 loss_meanflow=0.0000 mean_model_t=0.5010 mean_corrupt_t=0.5010 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5441 acc_corrupt=0.6464 loss_corrupt=2.1467 wrong_frac=0.5017 init_acc_corrupt=0.4624 acc_corrupt_t_0p0_0p2=0.2603 corrupt_frac_t_0p0_0p2=0.2082 acc_corrupt_t_0p2_0p4=0.4802 corrupt_frac_t_0p2_0p4=0.1990 acc_corrupt_t_0p4_0p6=0.7022 corrupt_frac_t_0p4_0p6=0.1954 acc_corrupt_t_0p6_0p8=0.8501 corrupt_frac_t_0p6_0p8=0.1951 acc_corrupt_t_0p8_1p0=0.9567 corrupt_frac_t_0p8_1p0=0.2023 out_w_norm=126.6286 out_g_norm=0.1686 loss_all=1.0827 init_gold_top10=0.4818 init_gold_top100=0.5352
+step=44350 epoch=3/62 epoch_step=11592/16379 micro_steps=88700 elapsed=46.6s lr=5.973381e-04 loss=2.1194 loss_recon=2.1194 loss_meanflow=0.0000 mean_model_t=0.4979 mean_corrupt_t=0.4979 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8053 corrupt_frac=0.5507 acc_corrupt=0.6507 loss_corrupt=2.1194 wrong_frac=0.5011 init_acc_corrupt=0.4641 acc_corrupt_t_0p0_0p2=0.2709 corrupt_frac_t_0p0_0p2=0.1998 acc_corrupt_t_0p2_0p4=0.4746 corrupt_frac_t_0p2_0p4=0.2007 acc_corrupt_t_0p4_0p6=0.7040 corrupt_frac_t_0p4_0p6=0.2073 acc_corrupt_t_0p6_0p8=0.8519 corrupt_frac_t_0p6_0p8=0.1926 acc_corrupt_t_0p8_1p0=0.9587 corrupt_frac_t_0p8_1p0=0.1996 out_w_norm=126.6170 out_g_norm=0.1671 loss_all=1.1284 init_gold_top10=0.5250 init_gold_top100=0.5618
+step=44400 epoch=3/62 epoch_step=11642/16379 micro_steps=88800 elapsed=46.6s lr=5.973318e-04 loss=2.1065 loss_recon=2.1065 loss_meanflow=0.0000 mean_model_t=0.4994 mean_corrupt_t=0.4994 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8051 corrupt_frac=0.5539 acc_corrupt=0.6522 loss_corrupt=2.1065 wrong_frac=0.5014 init_acc_corrupt=0.4649 acc_corrupt_t_0p0_0p2=0.2730 corrupt_frac_t_0p0_0p2=0.1992 acc_corrupt_t_0p2_0p4=0.4739 corrupt_frac_t_0p2_0p4=0.1966 acc_corrupt_t_0p4_0p6=0.7003 corrupt_frac_t_0p4_0p6=0.2024 acc_corrupt_t_0p6_0p8=0.8523 corrupt_frac_t_0p6_0p8=0.2071 acc_corrupt_t_0p8_1p0=0.9574 corrupt_frac_t_0p8_1p0=0.1947 out_w_norm=126.5982 out_g_norm=0.1665 loss_all=1.0279 init_gold_top10=0.5180 init_gold_top100=0.5582
+step=44450 epoch=3/62 epoch_step=11692/16379 micro_steps=88900 elapsed=46.7s lr=5.973255e-04 loss=2.0848 loss_recon=2.0848 loss_meanflow=0.0000 mean_model_t=0.5037 mean_corrupt_t=0.5037 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8086 corrupt_frac=0.5476 acc_corrupt=0.6547 loss_corrupt=2.0848 wrong_frac=0.4965 init_acc_corrupt=0.4696 acc_corrupt_t_0p0_0p2=0.2735 corrupt_frac_t_0p0_0p2=0.1970 acc_corrupt_t_0p2_0p4=0.4780 corrupt_frac_t_0p2_0p4=0.1970 acc_corrupt_t_0p4_0p6=0.6971 corrupt_frac_t_0p4_0p6=0.1984 acc_corrupt_t_0p6_0p8=0.8491 corrupt_frac_t_0p6_0p8=0.2011 acc_corrupt_t_0p8_1p0=0.9570 corrupt_frac_t_0p8_1p0=0.2064 out_w_norm=126.5773 out_g_norm=0.1676 loss_all=0.9454 init_gold_top10=0.5377 init_gold_top100=0.5648
+step=44500 epoch=3/62 epoch_step=11742/16379 micro_steps=89000 elapsed=47.0s lr=5.973192e-04 loss=2.0909 loss_recon=2.0909 loss_meanflow=0.0000 mean_model_t=0.4986 mean_corrupt_t=0.4986 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8054 corrupt_frac=0.5543 acc_corrupt=0.6532 loss_corrupt=2.0909 wrong_frac=0.5009 init_acc_corrupt=0.4653 acc_corrupt_t_0p0_0p2=0.2751 corrupt_frac_t_0p0_0p2=0.1961 acc_corrupt_t_0p2_0p4=0.4815 corrupt_frac_t_0p2_0p4=0.1998 acc_corrupt_t_0p4_0p6=0.7015 corrupt_frac_t_0p4_0p6=0.2064 acc_corrupt_t_0p6_0p8=0.8493 corrupt_frac_t_0p6_0p8=0.2036 acc_corrupt_t_0p8_1p0=0.9554 corrupt_frac_t_0p8_1p0=0.1940 out_w_norm=126.5728 out_g_norm=0.1664 loss_all=1.0110 init_gold_top10=0.5789 init_gold_top100=0.6022
+step=44550 epoch=3/62 epoch_step=11792/16379 micro_steps=89100 elapsed=46.6s lr=5.973129e-04 loss=2.1351 loss_recon=2.1351 loss_meanflow=0.0000 mean_model_t=0.4983 mean_corrupt_t=0.4983 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8043 corrupt_frac=0.5493 acc_corrupt=0.6480 loss_corrupt=2.1351 wrong_frac=0.5032 init_acc_corrupt=0.4618 acc_corrupt_t_0p0_0p2=0.2660 corrupt_frac_t_0p0_0p2=0.2065 acc_corrupt_t_0p2_0p4=0.4772 corrupt_frac_t_0p2_0p4=0.1936 acc_corrupt_t_0p4_0p6=0.7084 corrupt_frac_t_0p4_0p6=0.2103 acc_corrupt_t_0p6_0p8=0.8507 corrupt_frac_t_0p6_0p8=0.1968 acc_corrupt_t_0p8_1p0=0.9556 corrupt_frac_t_0p8_1p0=0.1929 out_w_norm=126.5593 out_g_norm=0.1682 loss_all=1.0355 init_gold_top10=0.5143 init_gold_top100=0.5531
+step=44600 epoch=3/62 epoch_step=11842/16379 micro_steps=89200 elapsed=46.6s lr=5.973066e-04 loss=2.0919 loss_recon=2.0919 loss_meanflow=0.0000 mean_model_t=0.5016 mean_corrupt_t=0.5016 mean_loss_t_weight=1.0000 linear_soft_target_mean_conf=0.0000 prior_center_loss_beta=0.0000 rollout_train_applied=0.0000 grad_enabled_before_rollout=1.0000 grad_enabled_after_rollout=1.0000 logits_requires_grad=1.0000 raw_loss_requires_grad=1.0000 acc_all=0.8057 corrupt_frac=0.5551 acc_corrupt=0.6541 loss_corrupt=2.0919 wrong_frac=0.4979 init_acc_corrupt=0.4675 acc_corrupt_t_0p0_0p2=0.2728 corrupt_frac_t_0p0_0p2=0.1962 acc_corrupt_t_0p2_0p4=0.4757 corrupt_frac_t_0p2_0p4=0.1978 acc_corrupt_t_0p4_0p6=0.7046 corrupt_frac_t_0p4_0p6=0.2040 acc_corrupt_t_0p6_0p8=0.8482 corrupt_frac_t_0p6_0p8=0.2064 acc_corrupt_t_0p8_1p0=0.9596 corrupt_frac_t_0p8_1p0=0.1956 out_w_norm=126.5515 out_g_norm=0.1680 loss_all=1.0435 init_gold_top10=0.5257 init_gold_top100=0.5538
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/_punycode.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/_punycode.py
new file mode 100644
index 0000000000000000000000000000000000000000..312048bf79c33be8fe58f87453845b2b39614efd
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/_punycode.py
@@ -0,0 +1,67 @@
+# Copyright 2014 Mathias Bynens <https://mathiasbynens.be/>
+# Copyright 2021 Taneli Hukkinen
+#
+# Permission is hereby granted, free of charge, to any person obtaining
+# a copy of this software and associated documentation files (the
+# "Software"), to deal in the Software without restriction, including
+# without limitation the rights to use, copy, modify, merge, publish,
+# distribute, sublicense, and/or sell copies of the Software, and to
+# permit persons to whom the Software is furnished to do so, subject to
+# the following conditions:
+#
+# The above copyright notice and this permission notice shall be
+# included in all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+# EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+# MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+# NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
+# LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+# OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+# WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+import codecs
+from collections.abc import Callable
+import re
+
+REGEX_SEPARATORS = re.compile(r"[\x2E\u3002\uFF0E\uFF61]")
+REGEX_NON_ASCII = re.compile(r"[^\0-\x7E]")
+
+
+def encode(uni: str) -> str:
+    return codecs.encode(uni, encoding="punycode").decode()
+
+
+def decode(ascii: str) -> str:
+    return codecs.decode(ascii, encoding="punycode")  # type: ignore
+
+
+def map_domain(string: str, fn: Callable[[str], str]) -> str:
+    parts = string.split("@")
+    result = ""
+    if len(parts) > 1:
+        # In email addresses, only the domain name should be punycoded. Leave
+        # the local part (i.e. everything up to `@`) intact.
+        result = parts[0] + "@"
+        string = parts[1]
+    labels = REGEX_SEPARATORS.split(string)
+    encoded = ".".join(fn(label) for label in labels)
+    return result + encoded
+
+
+def to_unicode(obj: str) -> str:
+    def mapping(obj: str) -> str:
+        if obj.startswith("xn--"):
+            return decode(obj[4:].lower())
+        return obj
+
+    return map_domain(obj, mapping)
+
+
+def to_ascii(obj: str) -> str:
+    def mapping(obj: str) -> str:
+        if REGEX_NON_ASCII.search(obj):
+            return "xn--" + encode(obj)
+        return obj
+
+    return map_domain(obj, mapping)
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/port.yaml b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/port.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ce2dde95faa6224dfe63ae1673b6c7363a5b3efb
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/markdown_it/port.yaml
@@ -0,0 +1,48 @@
+- package: markdown-it/markdown-it
+  version: 14.1.0
+  commit: 0fe7ccb4b7f30236fb05f623be6924961d296d3d
+  date: Mar 19, 2024
+  notes:
+    - Rename variables that use python built-in names, e.g.
+      - `max` -> `maximum`
+      - `len` -> `length`
+      - `str` -> `string`
+    - |
+      Convert JS `for` loops to `while` loops
+      this is generally the main difference between the codes,
+      because in python you can't do e.g. `for {i=1;i<x;i++} {}`
+    - |
+      `env` is a common Python dictionary, and so does not have attribute access to keys,
+      as with JavaScript dictionaries.
+      `options` have attribute access only to core markdownit configuration options
+    - |
+      `Token.attrs` is a dictionary, instead of a list of lists.
+      Upstream the list format is only used to guarantee order: https://github.com/markdown-it/markdown-it/issues/142,
+      but in Python 3.7+ order of dictionaries is guaranteed.
+      One should anyhow use the `attrGet`, `attrSet`, `attrPush` and `attrJoin` methods
+      to manipulate `Token.attrs`, which have an identical signature to those upstream.
+    - Use python version of `charCodeAt`
+    - |
+      Use `str` units instead of `int`s to represent Unicode codepoints.
+      This provides a significant performance boost
+    - |
+      In markdown_it/rules_block/reference.py,
+      record line range in state.env["references"] and add state.env["duplicate_refs"]
+      This is to allow renderers to report on issues regarding references
+    - |
+      The `MarkdownIt.__init__` signature is slightly different for updating options,
+      since you must always specify the config first, e.g.
+      use `MarkdownIt("commonmark", {"html": False})` instead of `MarkdownIt({"html": False})`
+    - The default configuration preset for `MarkdownIt` is "commonmark" not "default"
+    - Allow custom renderer to be passed to `MarkdownIt`
+    - |
+      change render method signatures
+      `func(tokens, idx, options, env, slf)` to
+      `func(self, tokens, idx, options, env)`
+    - |
+      Extensions add render methods by format
+      `MarkdownIt.add_render_rule(name, function, fmt="html")`,
+      rather than `MarkdownIt.renderer.rules[name] = function`
+      and renderers should declare a class property `__output__ = "html"`.
+      This allows for extensibility to more than just HTML renderers
+    - inline tokens in tables are assigned a map (this is helpful for propagation to children)
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/byt5/tokenization_byt5.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/byt5/tokenization_byt5.py
new file mode 100644
index 0000000000000000000000000000000000000000..ce4ed37a4ec387b157dd0e862602b7c40c1704b2
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/byt5/tokenization_byt5.py
@@ -0,0 +1,234 @@
+# Copyright 2021 T5 Authors and HuggingFace Inc. team.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Tokenization class for model ByT5."""
+
+import warnings
+
+from ...tokenization_python import AddedToken, PreTrainedTokenizer
+from ...utils import logging
+
+
+logger = logging.get_logger(__name__)
+
+
+class ByT5Tokenizer(PreTrainedTokenizer):
+    """
+    Construct a ByT5 tokenizer. ByT5 simply uses raw bytes utf-8 encoding.
+
+    This tokenizer inherits from [`PreTrainedTokenizer`] which contains most of the main methods. Users should refer to
+    this superclass for more information regarding those methods.
+
+    Args:
+        eos_token (`str`, *optional*, defaults to `"</s>"`):
+            The end of sequence token.
+
+            <Tip>
+
+            When building a sequence using special tokens, this is not the token that is used for the end of sequence.
+            The token used is the `sep_token`.
+
+            </Tip>
+
+        unk_token (`str`, *optional*, defaults to `"<unk>"`):
+            The unknown token. A token that is not in the vocabulary cannot be converted to an ID and is set to be this
+            token instead.
+        pad_token (`str`, *optional*, defaults to `"<pad>"`):
+            The token used for padding, for example when batching sequences of different lengths.
+        extra_ids (`int`, *optional*, defaults to 125):
+            Add a number of extra ids added to the end of the vocabulary for use as sentinels. These tokens are
+            accessible as "<extra_id_{%d}>" where "{%d}" is a number between 0 and extra_ids-1. Extra tokens are
+            indexed from the end of the vocabulary up to beginning ("<extra_id_0>" is the last token in the vocabulary
+            like in ByT5 preprocessing see
+            [here](https://github.com/google-research/text-to-text-transfer-transformer/blob/9fd7b14a769417be33bc6c850f9598764913c833/t5/data/preprocessors.py#L2117)).
+        additional_special_tokens (`list[str]`, *optional*):
+            Additional special tokens used by the tokenizer.
+    """
+
+    model_input_names = ["input_ids", "attention_mask"]
+
+    def __init__(
+        self,
+        eos_token="</s>",
+        unk_token="<unk>",
+        pad_token="<pad>",
+        extra_ids=125,
+        additional_special_tokens=None,
+        **kwargs,
+    ) -> None:
+        # Add extra_ids to the special token list
+        if extra_ids > 0 and additional_special_tokens is None:
+            additional_special_tokens = [f"<extra_id_{i}>" for i in range(extra_ids)]
+        elif extra_ids > 0 and additional_special_tokens is not None and len(additional_special_tokens) > 0:
+            # Check that we have the right number of extra_id special tokens
+            extra_tokens = len(set(filter(lambda x: bool("extra_id" in str(x)), additional_special_tokens)))
+            if extra_tokens != extra_ids:
+                raise ValueError(
+                    f"Both extra_ids ({extra_ids}) and additional_special_tokens ({additional_special_tokens}) are"
+                    " provided to ByT5Tokenizer. In this case the additional_special_tokens must include the"
+                    " extra_ids tokens"
+                )
+
+        pad_token = AddedToken(pad_token, lstrip=True, rstrip=True) if isinstance(pad_token, str) else pad_token
+        # we force left and right stripping for backward compatibility. The byt5tests depend on this.
+        eos_token = AddedToken(eos_token, lstrip=True, rstrip=True) if isinstance(eos_token, str) else eos_token
+        unk_token = AddedToken(unk_token, lstrip=True, rstrip=True) if isinstance(unk_token, str) else unk_token
+        # unk token needs to be in the vocab with correct index
+        self._added_tokens_decoder = {0: pad_token, 1: eos_token, 2: unk_token}
+        self.offset = len(self._added_tokens_decoder)
+        self._utf_vocab_size = 2**8  # utf is 8 bits
+        super().__init__(
+            eos_token=eos_token,
+            unk_token=unk_token,
+            pad_token=pad_token,
+            extra_ids=0,
+            additional_special_tokens=additional_special_tokens,  # TODO extra ids are not used :sweatywmile:
+            **kwargs,
+        )
+
+    @property
+    def vocab_size(self):
+        return self._utf_vocab_size
+
+    def get_vocab(self):
+        vocab = {self.convert_ids_to_tokens(i): i for i in range(self.vocab_size + self.offset)}
+        vocab.update(self.added_tokens_encoder)
+        return vocab
+
+    def get_special_tokens_mask(
+        self, token_ids_0: list[int], token_ids_1: list[int] | None = None, already_has_special_tokens: bool = False
+    ) -> list[int]:
+        """
+        Retrieve sequence ids from a token list that has no special tokens added. This method is called when adding
+        special tokens using the tokenizer `prepare_for_model` method.
+
+        Args:
+            token_ids_0 (`list[int]`):
+                List of IDs.
+            token_ids_1 (`list[int]`, *optional*):
+                Optional second list of IDs for sequence pairs.
+            already_has_special_tokens (`bool`, *optional*, defaults to `False`):
+                Whether or not the token list is already formatted with special tokens for the model.
+
+        Returns:
+            `list[int]`: A list of integers in the range [0, 1]: 1 for a special token, 0 for a sequence token.
+        """
+        if already_has_special_tokens:
+            return super().get_special_tokens_mask(
+                token_ids_0=token_ids_0, token_ids_1=token_ids_1, already_has_special_tokens=True
+            )
+
+        # normal case: some special tokens
+        if token_ids_1 is None:
+            return ([0] * len(token_ids_0)) + [1]
+        return ([0] * len(token_ids_0)) + [1] + ([0] * len(token_ids_1)) + [1]
+
+    def _add_eos_if_not_present(self, token_ids: list[int]) -> list[int]:
+        """Do not add eos again if user already added it."""
+        if len(token_ids) > 0 and token_ids[-1] == self.eos_token_id:
+            warnings.warn(
+                f"This sequence already has {self.eos_token}. In future versions this behavior may lead to duplicated"
+                " eos tokens being added."
+            )
+            return token_ids
+        else:
+            return token_ids + [self.eos_token_id]
+
+    def create_token_type_ids_from_sequences(
+        self, token_ids_0: list[int], token_ids_1: list[int] | None = None
+    ) -> list[int]:
+        """
+        Create a mask from the two sequences passed to be used in a sequence-pair classification task. ByT5 does not
+        make use of token type ids, therefore a list of zeros is returned.
+
+        Args:
+            token_ids_0 (`list[int]`):
+                List of IDs.
+            token_ids_1 (`list[int]`, *optional*):
+                Optional second list of IDs for sequence pairs.
+
+        Returns:
+            `list[int]`: List of zeros.
+        """
+        eos = [self.eos_token_id]
+
+        if token_ids_1 is None:
+            return len(token_ids_0 + eos) * [0]
+        return len(token_ids_0 + eos + token_ids_1 + eos) * [0]
+
+    def build_inputs_with_special_tokens(
+        self, token_ids_0: list[int], token_ids_1: list[int] | None = None
+    ) -> list[int]:
+        """
+        Build model inputs from a sequence or a pair of sequence for sequence classification tasks by concatenating and
+        adding special tokens. A sequence has the following format:
+
+        - single sequence: `X </s>`
+        - pair of sequences: `A </s> B </s>`
+
+        Args:
+            token_ids_0 (`list[int]`):
+                List of IDs to which the special tokens will be added.
+            token_ids_1 (`list[int]`, *optional*):
+                Optional second list of IDs for sequence pairs.
+
+        Returns:
+            `list[int]`: List of [input IDs](../glossary#input-ids) with the appropriate special tokens.
+        """
+        token_ids_0 = self._add_eos_if_not_present(token_ids_0)
+        if token_ids_1 is None:
+            return token_ids_0
+        else:
+            token_ids_1 = self._add_eos_if_not_present(token_ids_1)
+            return token_ids_0 + token_ids_1
+
+    def _tokenize(self, text: str) -> list[str]:
+        """Take as input a string and return a list of strings (tokens) for words/sub-words"""
+        tokens = [chr(i) for i in text.encode("utf-8")]
+        return tokens
+
+    def _convert_token_to_id(self, token):
+        """Converts a token (str) in an id using the vocab."""
+
+        if len(token) != 1:
+            token_id = None
+        else:
+            token_id = ord(token) + self.offset
+
+        return token_id
+
+    def _convert_id_to_token(self, index):
+        """Converts an index (integer) in a token (str) using the vocab."""
+        token = chr(index - self.offset)
+        return token
+
+    def convert_tokens_to_string(self, tokens):
+        """Converts a sequence of tokens (string) in a single string."""
+        bstring = b""
+        for token in tokens:
+            if token in self.added_tokens_decoder:
+                tok_string = self.added_tokens_decoder[token].encode("utf-8")
+            elif token in self.added_tokens_encoder:
+                tok_string = token.encode("utf-8")
+            else:
+                tok_string = bytes([ord(token)])
+            bstring += tok_string
+        string = bstring.decode("utf-8", errors="ignore")
+        return string
+
+    # ByT5Tokenizer has no vocab file
+    def save_vocabulary(self, save_directory: str, filename_prefix: str | None = None) -> tuple[str]:
+        return ()
+
+
+__all__ = ["ByT5Tokenizer"]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/__init__.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..9e02170eceae73027828d4f184be8e830c02cb8f
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/__init__.py
@@ -0,0 +1,27 @@
+# Copyright 2024 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import TYPE_CHECKING
+
+from ...utils import _LazyModule
+from ...utils.import_utils import define_import_structure
+
+
+if TYPE_CHECKING:
+    from .configuration_convnextv2 import *
+    from .modeling_convnextv2 import *
+else:
+    import sys
+
+    _file = globals()["__file__"]
+    sys.modules[__name__] = _LazyModule(__name__, _file, define_import_structure(_file), module_spec=__spec__)
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/modeling_convnextv2.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/modeling_convnextv2.py
new file mode 100644
index 0000000000000000000000000000000000000000..4cc43655c163f495cd61dac727da9963dfbe8832
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/convnextv2/modeling_convnextv2.py
@@ -0,0 +1,428 @@
+# Copyright 2023 Meta Platforms, Inc. and The HuggingFace Inc. team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""PyTorch ConvNextV2 model."""
+
+import torch
+from torch import nn
+
+from ... import initialization as init
+from ...activations import ACT2FN
+from ...backbone_utils import BackboneMixin, filter_output_hidden_states
+from ...modeling_outputs import (
+    BackboneOutput,
+    BaseModelOutputWithNoAttention,
+    BaseModelOutputWithPoolingAndNoAttention,
+    ImageClassifierOutputWithNoAttention,
+)
+from ...modeling_utils import PreTrainedModel
+from ...processing_utils import Unpack
+from ...utils import TransformersKwargs, auto_docstring, logging
+from ...utils.generic import can_return_tuple, merge_with_config_defaults
+from ...utils.output_capturing import capture_outputs
+from .configuration_convnextv2 import ConvNextV2Config
+
+
+logger = logging.get_logger(__name__)
+
+
+class ConvNextV2GRN(nn.Module):
+    """GRN (Global Response Normalization) layer"""
+
+    def __init__(self, dim: int):
+        super().__init__()
+        self.weight = nn.Parameter(torch.zeros(1, 1, 1, dim))
+        self.bias = nn.Parameter(torch.zeros(1, 1, 1, dim))
+
+    def forward(self, hidden_states: torch.FloatTensor) -> torch.FloatTensor:
+        # Compute and normalize global spatial feature maps
+        global_features = torch.linalg.vector_norm(hidden_states, ord=2, dim=(1, 2), keepdim=True)
+        norm_features = global_features / (global_features.mean(dim=-1, keepdim=True) + 1e-6)
+        hidden_states = self.weight * (hidden_states * norm_features) + self.bias + hidden_states
+
+        return hidden_states
+
+
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextLayerNorm with ConvNext->ConvNextV2
+class ConvNextV2LayerNorm(nn.LayerNorm):
+    r"""LayerNorm that supports two data formats: channels_last (default) or channels_first.
+    The ordering of the dimensions in the inputs. channels_last corresponds to inputs with shape (batch_size, height,
+    width, channels) while channels_first corresponds to inputs with shape (batch_size, channels, height, width).
+    """
+
+    def __init__(self, normalized_shape, *, eps=1e-6, data_format="channels_last", **kwargs):
+        super().__init__(normalized_shape, eps=eps, **kwargs)
+        if data_format not in ["channels_last", "channels_first"]:
+            raise NotImplementedError(f"Unsupported data format: {data_format}")
+        self.data_format = data_format
+
+    def forward(self, features: torch.Tensor) -> torch.Tensor:
+        """
+        Args:
+            features: Tensor of shape (batch_size, channels, height, width) OR (batch_size, height, width, channels)
+        """
+        if self.data_format == "channels_first":
+            features = features.permute(0, 2, 3, 1)
+            features = super().forward(features)
+            features = features.permute(0, 3, 1, 2)
+        else:
+            features = super().forward(features)
+        return features
+
+
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextEmbeddings with ConvNext->ConvNextV2
+class ConvNextV2Embeddings(nn.Module):
+    """This class is comparable to (and inspired by) the SwinEmbeddings class
+    found in src/transformers/models/swin/modeling_swin.py.
+    """
+
+    def __init__(self, config):
+        super().__init__()
+        self.patch_embeddings = nn.Conv2d(
+            config.num_channels, config.hidden_sizes[0], kernel_size=config.patch_size, stride=config.patch_size
+        )
+        self.layernorm = ConvNextV2LayerNorm(config.hidden_sizes[0], eps=1e-6, data_format="channels_first")
+        self.num_channels = config.num_channels
+
+    def forward(self, pixel_values: torch.FloatTensor) -> torch.Tensor:
+        num_channels = pixel_values.shape[1]
+        if num_channels != self.num_channels:
+            raise ValueError(
+                "Make sure that the channel dimension of the pixel values match with the one set in the configuration."
+            )
+        embeddings = self.patch_embeddings(pixel_values)
+        embeddings = self.layernorm(embeddings)
+        return embeddings
+
+
+# Copied from transformers.models.swin.modular_swin.SwinDropPath with SwinDropPath->ConvNextV2DropPath
+class ConvNextV2DropPath(nn.Module):
+    """Stochastic depth (DropPath) per sample, for residual blocks.
+
+    Identity when ``drop_prob`` is 0 or outside training. See `Deep Networks with Stochastic Depth
+    <https://arxiv.org/abs/1603.09382>`_.
+    """
+
+    def __init__(self, drop_prob: float = 0.0) -> None:
+        super().__init__()
+        self.drop_prob = drop_prob
+
+    def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
+        if self.drop_prob == 0.0 or not self.training:
+            return hidden_states
+        keep_prob = 1 - self.drop_prob
+        shape = (hidden_states.shape[0],) + (1,) * (hidden_states.ndim - 1)
+        random_tensor = torch.rand(shape, dtype=hidden_states.dtype, device=hidden_states.device)
+        random_tensor = torch.floor(random_tensor + keep_prob)
+        return hidden_states.div(keep_prob) * random_tensor
+
+    def extra_repr(self) -> str:
+        return f"p={self.drop_prob}"
+
+
+class ConvNextV2Layer(nn.Module):
+    """This corresponds to the `Block` class in the original implementation.
+
+    There are two equivalent implementations: [DwConv, LayerNorm (channels_first), Conv, GELU,1x1 Conv]; all in (N, C,
+    H, W) (2) [DwConv, Permute to (N, H, W, C), LayerNorm (channels_last), Linear, GELU, Linear]; Permute back
+
+    The authors used (2) as they find it slightly faster in PyTorch.
+
+    Args:
+        config ([`ConvNextV2Config`]): Model configuration class.
+        dim (`int`): Number of input channels.
+        drop_path (`float`): Stochastic depth rate. Default: 0.0.
+    """
+
+    def __init__(self, config, dim, drop_path=0):
+        super().__init__()
+        # depthwise conv
+        self.dwconv = nn.Conv2d(dim, dim, kernel_size=7, padding=3, groups=dim)
+        self.layernorm = ConvNextV2LayerNorm(dim, eps=1e-6)
+        # pointwise/1x1 convs, implemented with linear layers
+        self.pwconv1 = nn.Linear(dim, 4 * dim)
+        self.act = ACT2FN[config.hidden_act]
+        self.grn = ConvNextV2GRN(4 * dim)
+        self.pwconv2 = nn.Linear(4 * dim, dim)
+        self.drop_path = ConvNextV2DropPath(drop_path) if drop_path > 0.0 else nn.Identity()
+
+    def forward(self, features: torch.Tensor) -> torch.Tensor:
+        residual = features
+        features = self.dwconv(features)
+        # (batch_size, num_channels, height, width) -> (batch_size, height, width, num_channels)
+        features = features.permute(0, 2, 3, 1)
+        features = self.layernorm(features)
+        features = self.pwconv1(features)
+        features = self.act(features)
+        features = self.grn(features)
+        features = self.pwconv2(features)
+        # (batch_size, height, width, num_channels) -> (batch_size, num_channels, height, width)
+        features = features.permute(0, 3, 1, 2)
+
+        features = residual + self.drop_path(features)
+        return features
+
+
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextStage with ConvNeXT->ConvNeXTV2, ConvNext->ConvNextV2
+class ConvNextV2Stage(nn.Module):
+    """ConvNeXTV2 stage, consisting of an optional downsampling layer + multiple residual blocks.
+
+    Args:
+        config ([`ConvNextV2Config`]): Model configuration class.
+        in_channels (`int`): Number of input channels.
+        out_channels (`int`): Number of output channels.
+        depth (`int`): Number of residual blocks.
+        drop_path_rates(`list[float]`): Stochastic depth rates for each layer.
+    """
+
+    def __init__(self, config, in_channels, out_channels, kernel_size=2, stride=2, depth=2, drop_path_rates=None):
+        super().__init__()
+
+        if in_channels != out_channels or stride > 1:
+            self.downsampling_layer = nn.ModuleList(
+                [
+                    ConvNextV2LayerNorm(in_channels, eps=1e-6, data_format="channels_first"),
+                    nn.Conv2d(in_channels, out_channels, kernel_size=kernel_size, stride=stride),
+                ]
+            )
+        else:
+            self.downsampling_layer = nn.ModuleList()
+        drop_path_rates = drop_path_rates or [0.0] * depth
+        self.layers = nn.ModuleList(
+            [ConvNextV2Layer(config, dim=out_channels, drop_path=drop_path_rates[j]) for j in range(depth)]
+        )
+
+    def forward(self, features: torch.Tensor) -> torch.Tensor:
+        for layer in self.downsampling_layer:
+            features = layer(features)
+        for layer in self.layers:
+            features = layer(features)
+        return features
+
+
+@auto_docstring
+class ConvNextV2PreTrainedModel(PreTrainedModel):
+    config: ConvNextV2Config
+    base_model_prefix = "convnextv2"
+    main_input_name = "pixel_values"
+    input_modalities = ("image",)
+    _no_split_modules = ["ConvNextV2Layer"]
+
+    @torch.no_grad()
+    def _init_weights(self, module):
+        """Initialize the weights"""
+        super()._init_weights(module)
+        if isinstance(module, ConvNextV2GRN):
+            init.zeros_(module.weight)
+            init.zeros_(module.bias)
+
+
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextEncoder with CONVNEXT->CONVNEXTV2, ConvNext->ConvNextV2
+class ConvNextV2Encoder(ConvNextV2PreTrainedModel):
+    main_input_name = "hidden_states"
+    _can_record_outputs = {"hidden_states": ConvNextV2Stage}
+
+    def __init__(self, config):
+        super().__init__(config)
+        self.stages = nn.ModuleList()
+        drop_path_rates = [
+            x.tolist()
+            for x in torch.linspace(0, config.drop_path_rate, sum(config.depths), device="cpu").split(config.depths)
+        ]
+        prev_chs = config.hidden_sizes[0]
+        for i in range(config.num_stages):
+            out_chs = config.hidden_sizes[i]
+            stage = ConvNextV2Stage(
+                config,
+                in_channels=prev_chs,
+                out_channels=out_chs,
+                stride=2 if i > 0 else 1,
+                depth=config.depths[i],
+                drop_path_rates=drop_path_rates[i],
+            )
+            self.stages.append(stage)
+            prev_chs = out_chs
+
+        self.post_init()
+
+    @merge_with_config_defaults
+    @capture_outputs(tie_last_hidden_states=False)
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        **kwargs: Unpack[TransformersKwargs],
+    ) -> BaseModelOutputWithNoAttention:
+        for layer_module in self.stages:
+            hidden_states = layer_module(hidden_states)
+
+        return BaseModelOutputWithNoAttention(last_hidden_state=hidden_states)
+
+
+@auto_docstring
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextModel with CONVNEXT->CONVNEXTV2, ConvNext->ConvNextV2
+class ConvNextV2Model(ConvNextV2PreTrainedModel):
+    def __init__(self, config):
+        super().__init__(config)
+        self.config = config
+
+        self.embeddings = ConvNextV2Embeddings(config)
+        self.encoder = ConvNextV2Encoder(config)
+
+        # final layernorm layer
+        self.layernorm = nn.LayerNorm(config.hidden_sizes[-1], eps=config.layer_norm_eps)
+
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self, pixel_values: torch.FloatTensor | None = None, **kwargs: Unpack[TransformersKwargs]
+    ) -> BaseModelOutputWithPoolingAndNoAttention:
+        if pixel_values is None:
+            raise ValueError("You have to specify pixel_values")
+
+        embedding_output = self.embeddings(pixel_values)
+        encoder_outputs: BaseModelOutputWithNoAttention = self.encoder(embedding_output, **kwargs)
+        last_hidden_state = encoder_outputs.last_hidden_state
+
+        # global average pooling, (N, C, H, W) -> (N, C)
+        pooled_output = self.layernorm(last_hidden_state.mean([-2, -1]))
+
+        return BaseModelOutputWithPoolingAndNoAttention(
+            last_hidden_state=last_hidden_state,
+            pooler_output=pooled_output,
+            hidden_states=encoder_outputs.hidden_states,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    ConvNextV2 Model with an image classification head on top (a linear layer on top of the pooled features), e.g. for
+    ImageNet.
+    """
+)
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextForImageClassification with CONVNEXT->CONVNEXTV2,ConvNext->ConvNextV2,convnext->convnextv2
+class ConvNextV2ForImageClassification(ConvNextV2PreTrainedModel):
+    accepts_loss_kwargs = False
+
+    def __init__(self, config):
+        super().__init__(config)
+
+        self.num_labels = config.num_labels
+        self.convnextv2 = ConvNextV2Model(config)
+
+        # Classifier head
+        if config.num_labels > 0:
+            self.classifier = nn.Linear(config.hidden_sizes[-1], config.num_labels)
+        else:
+            self.classifier = nn.Identity()
+
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self, pixel_values: torch.FloatTensor | None = None, labels: torch.LongTensor | None = None, **kwargs
+    ) -> ImageClassifierOutputWithNoAttention:
+        r"""
+        labels (`torch.LongTensor` of shape `(batch_size,)`, *optional*):
+            Labels for computing the image classification/regression loss. Indices should be in `[0, ...,
+            config.num_labels - 1]`. If `config.num_labels == 1` a regression loss is computed (Mean-Square loss), If
+            `config.num_labels > 1` a classification loss is computed (Cross-Entropy).
+        """
+        outputs: BaseModelOutputWithPoolingAndNoAttention = self.convnextv2(pixel_values, **kwargs)
+        pooled_output = outputs.pooler_output
+        logits = self.classifier(pooled_output)
+
+        loss = None
+        if labels is not None:
+            loss = self.loss_function(labels=labels, pooled_logits=logits, config=self.config)
+
+        return ImageClassifierOutputWithNoAttention(
+            loss=loss,
+            logits=logits,
+            hidden_states=outputs.hidden_states,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    ConvNeXT V2 backbone, to be used with frameworks like DETR and MaskFormer.
+    """
+)
+# Copied from transformers.models.convnext.modeling_convnext.ConvNextBackbone with CONVNEXT->CONVNEXTV2,ConvNext->ConvNextV2,facebook/convnext-tiny-224->facebook/convnextv2-tiny-1k-224
+class ConvNextV2Backbone(BackboneMixin, ConvNextV2PreTrainedModel):
+    has_attentions = False
+
+    def __init__(self, config):
+        super().__init__(config)
+
+        self.embeddings = ConvNextV2Embeddings(config)
+        self.encoder = ConvNextV2Encoder(config)
+        self.num_features = [config.hidden_sizes[0]] + config.hidden_sizes
+
+        # Add layer norms to hidden states of out_features
+        hidden_states_norms = {}
+        for stage, num_channels in zip(self.out_features, self.channels):
+            hidden_states_norms[stage] = ConvNextV2LayerNorm(num_channels, data_format="channels_first")
+        self.hidden_states_norms = nn.ModuleDict(hidden_states_norms)
+
+        # initialize weights and apply final processing
+        self.post_init()
+
+    @can_return_tuple
+    @filter_output_hidden_states
+    @auto_docstring
+    def forward(
+        self,
+        pixel_values: torch.Tensor,
+        **kwargs: Unpack[TransformersKwargs],
+    ) -> BackboneOutput:
+        r"""
+        Examples:
+
+        ```python
+        >>> from transformers import AutoImageProcessor, AutoBackbone
+        >>> import torch
+        >>> from PIL import Image
+        >>> import httpx
+        >>> from io import BytesIO
+
+        >>> url = "http://images.cocodataset.org/val2017/000000039769.jpg"
+        >>> with httpx.stream("GET", url) as response:
+        ...     image = Image.open(BytesIO(response.read()))
+
+        >>> processor = AutoImageProcessor.from_pretrained("facebook/convnextv2-tiny-1k-224")
+        >>> model = AutoBackbone.from_pretrained("facebook/convnextv2-tiny-1k-224")
+
+        >>> inputs = processor(image, return_tensors="pt")
+        >>> outputs = model(**inputs)
+        ```"""
+        kwargs["output_hidden_states"] = True  # required to extract layers for the stages
+
+        embedding_output = self.embeddings(pixel_values)
+        encoder_outputs: BaseModelOutputWithNoAttention = self.encoder(embedding_output, **kwargs)
+        hidden_states = encoder_outputs.hidden_states
+
+        feature_maps = []
+        for stage, hidden_state in zip(self.stage_names, hidden_states):
+            if stage in self.out_features:
+                hidden_state = self.hidden_states_norms[stage](hidden_state)
+                feature_maps.append(hidden_state)
+
+        return BackboneOutput(feature_maps=tuple(feature_maps), hidden_states=hidden_states)
+
+
+__all__ = ["ConvNextV2ForImageClassification", "ConvNextV2Model", "ConvNextV2PreTrainedModel", "ConvNextV2Backbone"]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/__init__.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..25fa02058dcebf286babcd9c68e190db282d61a2
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/__init__.py
@@ -0,0 +1,30 @@
+# Copyright 2024 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import TYPE_CHECKING
+
+from ...utils import _LazyModule
+from ...utils.import_utils import define_import_structure
+
+
+if TYPE_CHECKING:
+    from .configuration_levit import *
+    from .feature_extraction_levit import *
+    from .image_processing_levit import *
+    from .image_processing_pil_levit import *
+    from .modeling_levit import *
+else:
+    import sys
+
+    _file = globals()["__file__"]
+    sys.modules[__name__] = _LazyModule(__name__, _file, define_import_structure(_file), module_spec=__spec__)
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/modeling_levit.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/modeling_levit.py
new file mode 100644
index 0000000000000000000000000000000000000000..68c3af9ac5e7e44b3aee7d2d6f4002e2ea0f0ae7
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/levit/modeling_levit.py
@@ -0,0 +1,665 @@
+# Copyright 2022 Meta Platforms, Inc. and The HuggingFace Inc. team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""PyTorch LeViT model."""
+
+import itertools
+from dataclasses import dataclass
+
+import torch
+from torch import nn
+
+from ... import initialization as init
+from ...modeling_outputs import (
+    BaseModelOutputWithNoAttention,
+    BaseModelOutputWithPoolingAndNoAttention,
+    ImageClassifierOutputWithNoAttention,
+    ModelOutput,
+)
+from ...modeling_utils import PreTrainedModel
+from ...utils import auto_docstring, logging
+from .configuration_levit import LevitConfig
+
+
+logger = logging.get_logger(__name__)
+
+
+@auto_docstring(
+    custom_intro="""
+    Output type of [`LevitForImageClassificationWithTeacher`].
+    """
+)
+@dataclass
+class LevitForImageClassificationWithTeacherOutput(ModelOutput):
+    r"""
+    logits (`torch.FloatTensor` of shape `(batch_size, config.num_labels)`):
+        Prediction scores as the average of the `cls_logits` and `distillation_logits`.
+    cls_logits (`torch.FloatTensor` of shape `(batch_size, config.num_labels)`):
+        Prediction scores of the classification head (i.e. the linear layer on top of the final hidden state of the
+        class token).
+    distillation_logits (`torch.FloatTensor` of shape `(batch_size, config.num_labels)`):
+        Prediction scores of the distillation head (i.e. the linear layer on top of the final hidden state of the
+        distillation token).
+    """
+
+    logits: torch.FloatTensor | None = None
+    cls_logits: torch.FloatTensor | None = None
+    distillation_logits: torch.FloatTensor | None = None
+    hidden_states: tuple[torch.FloatTensor] | None = None
+
+
+class LevitConvEmbeddings(nn.Module):
+    """
+    LeViT Conv Embeddings with Batch Norm, used in the initial patch embedding layer.
+    """
+
+    def __init__(
+        self, in_channels, out_channels, kernel_size, stride, padding, dilation=1, groups=1, bn_weight_init=1
+    ):
+        super().__init__()
+        self.convolution = nn.Conv2d(
+            in_channels, out_channels, kernel_size, stride, padding, dilation=dilation, groups=groups, bias=False
+        )
+        self.batch_norm = nn.BatchNorm2d(out_channels)
+
+    def forward(self, embeddings):
+        embeddings = self.convolution(embeddings)
+        embeddings = self.batch_norm(embeddings)
+        return embeddings
+
+
+class LevitPatchEmbeddings(nn.Module):
+    """
+    LeViT patch embeddings, for final embeddings to be passed to transformer blocks. It consists of multiple
+    `LevitConvEmbeddings`.
+    """
+
+    def __init__(self, config):
+        super().__init__()
+        self.embedding_layer_1 = LevitConvEmbeddings(
+            config.num_channels, config.hidden_sizes[0] // 8, config.kernel_size, config.stride, config.padding
+        )
+        self.activation_layer_1 = nn.Hardswish()
+
+        self.embedding_layer_2 = LevitConvEmbeddings(
+            config.hidden_sizes[0] // 8, config.hidden_sizes[0] // 4, config.kernel_size, config.stride, config.padding
+        )
+        self.activation_layer_2 = nn.Hardswish()
+
+        self.embedding_layer_3 = LevitConvEmbeddings(
+            config.hidden_sizes[0] // 4, config.hidden_sizes[0] // 2, config.kernel_size, config.stride, config.padding
+        )
+        self.activation_layer_3 = nn.Hardswish()
+
+        self.embedding_layer_4 = LevitConvEmbeddings(
+            config.hidden_sizes[0] // 2, config.hidden_sizes[0], config.kernel_size, config.stride, config.padding
+        )
+        self.num_channels = config.num_channels
+
+    def forward(self, pixel_values):
+        num_channels = pixel_values.shape[1]
+        if num_channels != self.num_channels:
+            raise ValueError(
+                "Make sure that the channel dimension of the pixel values match with the one set in the configuration."
+            )
+        embeddings = self.embedding_layer_1(pixel_values)
+        embeddings = self.activation_layer_1(embeddings)
+        embeddings = self.embedding_layer_2(embeddings)
+        embeddings = self.activation_layer_2(embeddings)
+        embeddings = self.embedding_layer_3(embeddings)
+        embeddings = self.activation_layer_3(embeddings)
+        embeddings = self.embedding_layer_4(embeddings)
+        return embeddings.flatten(2).transpose(1, 2)
+
+
+class MLPLayerWithBN(nn.Module):
+    def __init__(self, input_dim, output_dim, bn_weight_init=1):
+        super().__init__()
+        self.linear = nn.Linear(in_features=input_dim, out_features=output_dim, bias=False)
+        self.batch_norm = nn.BatchNorm1d(output_dim)
+
+    def forward(self, hidden_state):
+        hidden_state = self.linear(hidden_state)
+        hidden_state = self.batch_norm(hidden_state.flatten(0, 1)).reshape_as(hidden_state)
+        return hidden_state
+
+
+class LevitSubsample(nn.Module):
+    def __init__(self, stride, resolution):
+        super().__init__()
+        self.stride = stride
+        self.resolution = resolution
+
+    def forward(self, hidden_state):
+        batch_size, _, channels = hidden_state.shape
+        hidden_state = hidden_state.view(batch_size, self.resolution, self.resolution, channels)[
+            :, :: self.stride, :: self.stride
+        ].reshape(batch_size, -1, channels)
+        return hidden_state
+
+
+class LevitAttention(nn.Module):
+    def __init__(self, hidden_sizes, key_dim, num_attention_heads, attention_ratio, resolution):
+        super().__init__()
+        self.num_attention_heads = num_attention_heads
+        self.scale = key_dim**-0.5
+        self.key_dim = key_dim
+        self.attention_ratio = attention_ratio
+        self.out_dim_keys_values = attention_ratio * key_dim * num_attention_heads + key_dim * num_attention_heads * 2
+        self.out_dim_projection = attention_ratio * key_dim * num_attention_heads
+
+        self.queries_keys_values = MLPLayerWithBN(hidden_sizes, self.out_dim_keys_values)
+        self.activation = nn.Hardswish()
+        self.projection = MLPLayerWithBN(self.out_dim_projection, hidden_sizes, bn_weight_init=0)
+
+        points = list(itertools.product(range(resolution), range(resolution)))
+        len_points = len(points)
+        self.len_points = len_points
+        attention_offsets, indices = {}, []
+        for p1 in points:
+            for p2 in points:
+                offset = (abs(p1[0] - p2[0]), abs(p1[1] - p2[1]))
+                if offset not in attention_offsets:
+                    attention_offsets[offset] = len(attention_offsets)
+                indices.append(attention_offsets[offset])
+        self.indices = indices
+
+        self.attention_bias_cache = {}
+        self.attention_biases = torch.nn.Parameter(torch.zeros(num_attention_heads, len(attention_offsets)))
+        self.register_buffer(
+            "attention_bias_idxs", torch.LongTensor(indices).view(len_points, len_points), persistent=False
+        )
+
+    @torch.no_grad()
+    def train(self, mode=True):
+        super().train(mode)
+        if mode and self.attention_bias_cache:
+            self.attention_bias_cache = {}  # clear ab cache
+
+    def get_attention_biases(self, device):
+        if self.training:
+            return self.attention_biases[:, self.attention_bias_idxs]
+        else:
+            device_key = str(device)
+            if device_key not in self.attention_bias_cache:
+                self.attention_bias_cache[device_key] = self.attention_biases[:, self.attention_bias_idxs]
+            return self.attention_bias_cache[device_key]
+
+    def forward(self, hidden_state):
+        batch_size, seq_length, _ = hidden_state.shape
+        queries_keys_values = self.queries_keys_values(hidden_state)
+        query, key, value = queries_keys_values.view(batch_size, seq_length, self.num_attention_heads, -1).split(
+            [self.key_dim, self.key_dim, self.attention_ratio * self.key_dim], dim=3
+        )
+        query = query.permute(0, 2, 1, 3)
+        key = key.permute(0, 2, 1, 3)
+        value = value.permute(0, 2, 1, 3)
+
+        attention = query @ key.transpose(-2, -1) * self.scale + self.get_attention_biases(hidden_state.device)
+        attention = attention.softmax(dim=-1)
+        hidden_state = (attention @ value).transpose(1, 2).reshape(batch_size, seq_length, self.out_dim_projection)
+        hidden_state = self.projection(self.activation(hidden_state))
+        return hidden_state
+
+
+class LevitAttentionSubsample(nn.Module):
+    def __init__(
+        self,
+        input_dim,
+        output_dim,
+        key_dim,
+        num_attention_heads,
+        attention_ratio,
+        stride,
+        resolution_in,
+        resolution_out,
+    ):
+        super().__init__()
+        self.num_attention_heads = num_attention_heads
+        self.scale = key_dim**-0.5
+        self.key_dim = key_dim
+        self.attention_ratio = attention_ratio
+        self.out_dim_keys_values = attention_ratio * key_dim * num_attention_heads + key_dim * num_attention_heads
+        self.out_dim_projection = attention_ratio * key_dim * num_attention_heads
+        self.resolution_out = resolution_out
+        # resolution_in is the initial resolution, resolution_out is final resolution after downsampling
+        self.keys_values = MLPLayerWithBN(input_dim, self.out_dim_keys_values)
+        self.queries_subsample = LevitSubsample(stride, resolution_in)
+        self.queries = MLPLayerWithBN(input_dim, key_dim * num_attention_heads)
+        self.activation = nn.Hardswish()
+        self.projection = MLPLayerWithBN(self.out_dim_projection, output_dim)
+
+        self.attention_bias_cache = {}
+
+        points = list(itertools.product(range(resolution_in), range(resolution_in)))
+        points_ = list(itertools.product(range(resolution_out), range(resolution_out)))
+        len_points, len_points_ = len(points), len(points_)
+        self.len_points_ = len_points_
+        self.len_points = len_points
+        attention_offsets, indices = {}, []
+        for p1 in points_:
+            for p2 in points:
+                size = 1
+                offset = (abs(p1[0] * stride - p2[0] + (size - 1) / 2), abs(p1[1] * stride - p2[1] + (size - 1) / 2))
+                if offset not in attention_offsets:
+                    attention_offsets[offset] = len(attention_offsets)
+                indices.append(attention_offsets[offset])
+        self.indices = indices
+
+        self.attention_biases = torch.nn.Parameter(torch.zeros(num_attention_heads, len(attention_offsets)))
+        self.register_buffer(
+            "attention_bias_idxs", torch.LongTensor(indices).view(len_points_, len_points), persistent=False
+        )
+
+    @torch.no_grad()
+    def train(self, mode=True):
+        super().train(mode)
+        if mode and self.attention_bias_cache:
+            self.attention_bias_cache = {}  # clear ab cache
+
+    def get_attention_biases(self, device):
+        if self.training:
+            return self.attention_biases[:, self.attention_bias_idxs]
+        else:
+            device_key = str(device)
+            if device_key not in self.attention_bias_cache:
+                self.attention_bias_cache[device_key] = self.attention_biases[:, self.attention_bias_idxs]
+            return self.attention_bias_cache[device_key]
+
+    def forward(self, hidden_state):
+        batch_size, seq_length, _ = hidden_state.shape
+        key, value = (
+            self.keys_values(hidden_state)
+            .view(batch_size, seq_length, self.num_attention_heads, -1)
+            .split([self.key_dim, self.attention_ratio * self.key_dim], dim=3)
+        )
+        key = key.permute(0, 2, 1, 3)
+        value = value.permute(0, 2, 1, 3)
+
+        query = self.queries(self.queries_subsample(hidden_state))
+        query = query.view(batch_size, self.resolution_out**2, self.num_attention_heads, self.key_dim).permute(
+            0, 2, 1, 3
+        )
+
+        attention = query @ key.transpose(-2, -1) * self.scale + self.get_attention_biases(hidden_state.device)
+        attention = attention.softmax(dim=-1)
+        hidden_state = (attention @ value).transpose(1, 2).reshape(batch_size, -1, self.out_dim_projection)
+        hidden_state = self.projection(self.activation(hidden_state))
+        return hidden_state
+
+
+class LevitMLPLayer(nn.Module):
+    """
+    MLP Layer with `2X` expansion in contrast to ViT with `4X`.
+    """
+
+    def __init__(self, input_dim, hidden_dim):
+        super().__init__()
+        self.linear_up = MLPLayerWithBN(input_dim, hidden_dim)
+        self.activation = nn.Hardswish()
+        self.linear_down = MLPLayerWithBN(hidden_dim, input_dim)
+
+    def forward(self, hidden_state):
+        hidden_state = self.linear_up(hidden_state)
+        hidden_state = self.activation(hidden_state)
+        hidden_state = self.linear_down(hidden_state)
+        return hidden_state
+
+
+class LevitResidualLayer(nn.Module):
+    """
+    Residual Block for LeViT
+    """
+
+    def __init__(self, module, drop_rate):
+        super().__init__()
+        self.module = module
+        self.drop_rate = drop_rate
+
+    def forward(self, hidden_state):
+        if self.training and self.drop_rate > 0:
+            rnd = torch.rand(hidden_state.size(0), 1, 1, device=hidden_state.device)
+            rnd = rnd.ge_(self.drop_rate).div(1 - self.drop_rate).detach()
+            hidden_state = hidden_state + self.module(hidden_state) * rnd
+            return hidden_state
+        else:
+            hidden_state = hidden_state + self.module(hidden_state)
+            return hidden_state
+
+
+class LevitStage(nn.Module):
+    """
+    LeViT Stage consisting of `LevitMLPLayer` and `LevitAttention` layers.
+    """
+
+    def __init__(
+        self,
+        config,
+        idx,
+        hidden_sizes,
+        key_dim,
+        depths,
+        num_attention_heads,
+        attention_ratio,
+        mlp_ratio,
+        down_ops,
+        resolution_in,
+    ):
+        super().__init__()
+        self.layers = []
+        self.config = config
+        self.resolution_in = resolution_in
+        # resolution_in is the initial resolution, resolution_out is final resolution after downsampling
+        for _ in range(depths):
+            self.layers.append(
+                LevitResidualLayer(
+                    LevitAttention(hidden_sizes, key_dim, num_attention_heads, attention_ratio, resolution_in),
+                    self.config.drop_path_rate,
+                )
+            )
+            if mlp_ratio > 0:
+                hidden_dim = hidden_sizes * mlp_ratio
+                self.layers.append(
+                    LevitResidualLayer(LevitMLPLayer(hidden_sizes, hidden_dim), self.config.drop_path_rate)
+                )
+
+        if down_ops[0] == "Subsample":
+            self.resolution_out = (self.resolution_in - 1) // down_ops[5] + 1
+            self.layers.append(
+                LevitAttentionSubsample(
+                    *self.config.hidden_sizes[idx : idx + 2],
+                    key_dim=down_ops[1],
+                    num_attention_heads=down_ops[2],
+                    attention_ratio=down_ops[3],
+                    stride=down_ops[5],
+                    resolution_in=resolution_in,
+                    resolution_out=self.resolution_out,
+                )
+            )
+            self.resolution_in = self.resolution_out
+            if down_ops[4] > 0:
+                hidden_dim = self.config.hidden_sizes[idx + 1] * down_ops[4]
+                self.layers.append(
+                    LevitResidualLayer(
+                        LevitMLPLayer(self.config.hidden_sizes[idx + 1], hidden_dim), self.config.drop_path_rate
+                    )
+                )
+
+        self.layers = nn.ModuleList(self.layers)
+
+    def get_resolution(self):
+        return self.resolution_in
+
+    def forward(self, hidden_state):
+        for layer in self.layers:
+            hidden_state = layer(hidden_state)
+        return hidden_state
+
+
+class LevitEncoder(nn.Module):
+    """
+    LeViT Encoder consisting of multiple `LevitStage` stages.
+    """
+
+    def __init__(self, config):
+        super().__init__()
+        self.config = config
+        resolution = self.config.image_size // self.config.patch_size
+        self.stages = []
+        self.config.down_ops.append([""])
+
+        for stage_idx in range(len(config.depths)):
+            stage = LevitStage(
+                config,
+                stage_idx,
+                config.hidden_sizes[stage_idx],
+                config.key_dim[stage_idx],
+                config.depths[stage_idx],
+                config.num_attention_heads[stage_idx],
+                config.attention_ratio[stage_idx],
+                config.mlp_ratio[stage_idx],
+                config.down_ops[stage_idx],
+                resolution,
+            )
+            resolution = stage.get_resolution()
+            self.stages.append(stage)
+
+        self.stages = nn.ModuleList(self.stages)
+
+    def forward(self, hidden_state, output_hidden_states=False, return_dict=True):
+        all_hidden_states = () if output_hidden_states else None
+
+        for stage in self.stages:
+            if output_hidden_states:
+                all_hidden_states = all_hidden_states + (hidden_state,)
+            hidden_state = stage(hidden_state)
+
+        if output_hidden_states:
+            all_hidden_states = all_hidden_states + (hidden_state,)
+        if not return_dict:
+            return tuple(v for v in [hidden_state, all_hidden_states] if v is not None)
+
+        return BaseModelOutputWithNoAttention(last_hidden_state=hidden_state, hidden_states=all_hidden_states)
+
+
+class LevitClassificationLayer(nn.Module):
+    """
+    LeViT Classification Layer
+    """
+
+    def __init__(self, input_dim, output_dim):
+        super().__init__()
+        self.batch_norm = nn.BatchNorm1d(input_dim)
+        self.linear = nn.Linear(input_dim, output_dim)
+
+    def forward(self, hidden_state):
+        hidden_state = self.batch_norm(hidden_state)
+        logits = self.linear(hidden_state)
+        return logits
+
+
+@auto_docstring
+class LevitPreTrainedModel(PreTrainedModel):
+    config: LevitConfig
+    base_model_prefix = "levit"
+    main_input_name = "pixel_values"
+    input_modalities = ("image",)
+    _no_split_modules = ["LevitResidualLayer"]
+
+    def _init_weights(self, module):
+        super()._init_weights(module)
+        if isinstance(module, LevitAttention):
+            init.copy_(
+                module.attention_bias_idxs, torch.LongTensor(module.indices).view(module.len_points, module.len_points)
+            )
+        elif isinstance(module, LevitAttentionSubsample):
+            init.copy_(
+                module.attention_bias_idxs,
+                torch.LongTensor(module.indices).view(module.len_points_, module.len_points),
+            )
+
+
+@auto_docstring
+class LevitModel(LevitPreTrainedModel):
+    def __init__(self, config):
+        super().__init__(config)
+        self.config = config
+        self.patch_embeddings = LevitPatchEmbeddings(config)
+        self.encoder = LevitEncoder(config)
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @auto_docstring
+    def forward(
+        self,
+        pixel_values: torch.FloatTensor | None = None,
+        output_hidden_states: bool | None = None,
+        return_dict: bool | None = None,
+        **kwargs,
+    ) -> tuple | BaseModelOutputWithPoolingAndNoAttention:
+        output_hidden_states = (
+            output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states
+        )
+        return_dict = return_dict if return_dict is not None else self.config.return_dict
+
+        if pixel_values is None:
+            raise ValueError("You have to specify pixel_values")
+
+        embeddings = self.patch_embeddings(pixel_values)
+        encoder_outputs = self.encoder(
+            embeddings,
+            output_hidden_states=output_hidden_states,
+            return_dict=return_dict,
+        )
+
+        last_hidden_state = encoder_outputs[0]
+
+        # global average pooling, (batch_size, seq_length, hidden_sizes) -> (batch_size, hidden_sizes)
+        pooled_output = last_hidden_state.mean(dim=1)
+
+        if not return_dict:
+            return (last_hidden_state, pooled_output) + encoder_outputs[1:]
+
+        return BaseModelOutputWithPoolingAndNoAttention(
+            last_hidden_state=last_hidden_state,
+            pooler_output=pooled_output,
+            hidden_states=encoder_outputs.hidden_states,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    Levit Model with an image classification head on top (a linear layer on top of the pooled features), e.g. for
+    ImageNet.
+    """
+)
+class LevitForImageClassification(LevitPreTrainedModel):
+    def __init__(self, config):
+        super().__init__(config)
+        self.config = config
+        self.num_labels = config.num_labels
+        self.levit = LevitModel(config)
+
+        # Classifier head
+        self.classifier = (
+            LevitClassificationLayer(config.hidden_sizes[-1], config.num_labels)
+            if config.num_labels > 0
+            else torch.nn.Identity()
+        )
+
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @auto_docstring
+    def forward(
+        self,
+        pixel_values: torch.FloatTensor | None = None,
+        labels: torch.LongTensor | None = None,
+        output_hidden_states: bool | None = None,
+        return_dict: bool | None = None,
+        **kwargs,
+    ) -> tuple | ImageClassifierOutputWithNoAttention:
+        r"""
+        labels (`torch.LongTensor` of shape `(batch_size,)`, *optional*):
+            Labels for computing the image classification/regression loss. Indices should be in `[0, ...,
+            config.num_labels - 1]`. If `config.num_labels == 1` a regression loss is computed (Mean-Square loss), If
+            `config.num_labels > 1` a classification loss is computed (Cross-Entropy).
+        """
+        return_dict = return_dict if return_dict is not None else self.config.return_dict
+
+        outputs = self.levit(pixel_values, output_hidden_states=output_hidden_states, return_dict=return_dict)
+
+        sequence_output = outputs[0]
+        sequence_output = sequence_output.mean(1)
+        logits = self.classifier(sequence_output)
+
+        loss = None
+        if labels is not None:
+            loss = self.loss_function(labels, logits, self.config)
+
+        if not return_dict:
+            output = (logits,) + outputs[2:]
+            return ((loss,) + output) if loss is not None else output
+
+        return ImageClassifierOutputWithNoAttention(
+            loss=loss,
+            logits=logits,
+            hidden_states=outputs.hidden_states,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    LeViT Model transformer with image classification heads on top (a linear layer on top of the final hidden state and
+    a linear layer on top of the final hidden state of the distillation token) e.g. for ImageNet. .. warning::
+           This model supports inference-only. Fine-tuning with distillation (i.e. with a teacher) is not yet
+           supported.
+    """
+)
+class LevitForImageClassificationWithTeacher(LevitPreTrainedModel):
+    def __init__(self, config):
+        super().__init__(config)
+        self.config = config
+        self.num_labels = config.num_labels
+        self.levit = LevitModel(config)
+
+        # Classifier head
+        self.classifier = (
+            LevitClassificationLayer(config.hidden_sizes[-1], config.num_labels)
+            if config.num_labels > 0
+            else torch.nn.Identity()
+        )
+        self.classifier_distill = (
+            LevitClassificationLayer(config.hidden_sizes[-1], config.num_labels)
+            if config.num_labels > 0
+            else torch.nn.Identity()
+        )
+
+        # Initialize weights and apply final processing
+        self.post_init()
+
+    @auto_docstring
+    def forward(
+        self,
+        pixel_values: torch.FloatTensor | None = None,
+        output_hidden_states: bool | None = None,
+        return_dict: bool | None = None,
+        **kwargs,
+    ) -> tuple | LevitForImageClassificationWithTeacherOutput:
+        return_dict = return_dict if return_dict is not None else self.config.return_dict
+
+        outputs = self.levit(pixel_values, output_hidden_states=output_hidden_states, return_dict=return_dict)
+
+        sequence_output = outputs[0]
+        sequence_output = sequence_output.mean(1)
+        cls_logits, distill_logits = self.classifier(sequence_output), self.classifier_distill(sequence_output)
+        logits = (cls_logits + distill_logits) / 2
+
+        if not return_dict:
+            output = (logits, cls_logits, distill_logits) + outputs[2:]
+            return output
+
+        return LevitForImageClassificationWithTeacherOutput(
+            logits=logits,
+            cls_logits=cls_logits,
+            distillation_logits=distill_logits,
+            hidden_states=outputs.hidden_states,
+        )
+
+
+__all__ = [
+    "LevitForImageClassification",
+    "LevitForImageClassificationWithTeacher",
+    "LevitModel",
+    "LevitPreTrainedModel",
+]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/megatron_gpt2/__init__.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/megatron_gpt2/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/megatron_gpt2/checkpoint_reshaping_and_interoperability.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/megatron_gpt2/checkpoint_reshaping_and_interoperability.py
new file mode 100644
index 0000000000000000000000000000000000000000..ab866834a2c974469f6eed9693732f0526b8e84d
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/megatron_gpt2/checkpoint_reshaping_and_interoperability.py
@@ -0,0 +1,925 @@
+# Copyright 2022 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import argparse
+import importlib.util
+import json
+import os
+import re
+import sys
+import types
+
+import torch
+from huggingface_hub import split_torch_state_dict_into_shards
+from packaging import version
+
+from transformers import AutoTokenizer, GPT2Config
+from transformers.modeling_utils import WEIGHTS_INDEX_NAME, WEIGHTS_NAME
+from transformers.utils import check_torch_load_is_safe
+
+
+def add_checkpointing_args(parser):
+    parser.add_argument("--megatron-path", type=str, default=None, help="Base directory of Megatron repository")
+    parser.add_argument(
+        "--convert_checkpoint_from_megatron_to_transformers",
+        action="store_true",
+        help=(
+            "If True, convert a Megatron checkpoint to a Transformers checkpoint. "
+            "If False, convert a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--load_path",
+        type=str,
+        required=True,
+        help="Path to the checkpoint to convert.",
+    )
+    parser.add_argument(
+        "--save_path",
+        type=str,
+        required=True,
+        help="Path to the converted checkpoint.",
+    )
+    parser.add_argument("--print-checkpoint-structure", action="store_true")
+    return parser
+
+
+def add_megatron_checkpoint_args(parser):
+    parser.add_argument(
+        "--target_tensor_model_parallel_size",
+        type=int,
+        default=1,
+        help=(
+            "The tensor model parallel size of the converted checkpoint. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--target_pipeline_model_parallel_size",
+        type=int,
+        default=1,
+        help=(
+            "The pipeline model parallel size of the converted checkpoint. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--target_data_parallel_size",
+        type=int,
+        default=1,
+        help=(
+            "The data parallel size of the converted checkpoint. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--target_params_dtype",
+        type=str,
+        default="fp32",
+        help=(
+            "The dtype of the converted checkpoint. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--make_vocab_size_divisible_by",
+        type=int,
+        default=128,
+        help=(
+            "Pad the vocab size to be divisible by this value. "
+            "This is added for computational efficiency reasons. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--use_distributed_optimizer",
+        action="store_true",
+        help=(
+            "If True, use the distributed optimizer. "
+            "Only used when converting a Transformers checkpoint to a Megatron checkpoint."
+        ),
+    )
+    return parser
+
+
+def add_transformers_checkpoint_args(parser):
+    parser.add_argument(
+        "--tokenizer_name",
+        type=str,
+        default=None,
+        help=(
+            "The name of the pre-trained tokenizer to save. "
+            "If not None, the tokenizer will be saved. "
+            "Only used when converting a Megatron checkpoint to a Transformers checkpoint."
+        ),
+    )
+    parser.add_argument(
+        "--max_shard_size",
+        type=str,
+        default="10GB",
+        help=(
+            "The maximum size for a checkpoint before being sharded. Checkpoints shard will then be each of size "
+            "lower than this size. If expressed as a string, needs to be digits followed by a unit (like `5MB`). "
+            "Only used when converting a Megatron checkpoint to a Transformers checkpoint."
+        ),
+    )
+
+    return parser
+
+
+# The simple map of names for "automated" rules.
+megatron_to_transformers = {
+    "attention.dense": ".attn.c_proj.",
+    "self_attention.dense": ".attn.c_proj.",
+    "mlp.dense_h_to_4h": ".mlp.c_fc.",
+    "mlp.dense_4h_to_h": ".mlp.c_proj.",
+}
+transformers_to_megatron = {v[1:-1]: k for k, v in megatron_to_transformers.items()}
+
+tensor_parallel_params = [
+    # megatron-lm layers to merge across tp ranks
+    "self_attention.query_key_value.weight",
+    "self_attention.query_key_value.bias",
+    "self_attention.dense.weight",
+    "mlp.dense_h_to_4h.weight",
+    "mlp.dense_h_to_4h.bias",
+    "mlp.dense_4h_to_h.weight",
+    # deprecated
+    "attention.query_key_value.weight",
+    "attention.query_key_value.bias",
+    "attention.dense.weight",
+    # transformers layers to split across tp ranks
+    "attn.c_attn.weight",
+    "attn.c_attn.bias",
+    "attn.c_proj.weight",
+    "mlp.c_fc.weight",
+    "mlp.c_fc.bias",
+    "mlp.c_proj.weight",
+]
+
+
+def recursive_print(name, val, spaces=0):
+    """
+    Recursively print the structure of a checkpoint. This function is taken from `convert_megatron_gpt2_checkpoint.py`
+
+    Args:
+        name (str): the name of the current tensor parameter
+        val (Tuple(int)): the shape of the current tensor parameter
+        spaces (int): the number of spaces to print before the output for a nested structure
+    """
+    # Format the message.
+    if name is None:
+        msg = None
+    else:
+        fmt = "." * max(0, spaces - 2) + "# {:" + str(50 - spaces) + "s}"
+        msg = fmt.format(name)
+
+    # Print and recurse (if needed).
+    if isinstance(val, dict):
+        if msg is not None:
+            print(msg)
+        for k in val:
+            recursive_print(k, val[k], spaces + 2)
+    elif isinstance(val, torch.Tensor):
+        print(msg, ":", val.size())
+    else:
+        print(msg, ":", val)
+
+
+def megatron_to_transformers_fix_query_key_value_ordering(
+    param, checkpoint_version, num_splits, num_heads, hidden_size
+):
+    """
+    Permutes layout of param tensor to [num_splits * num_heads * hidden_size, :] for compatibility with later versions
+    of NVIDIA Megatron-LM. The inverse operation is performed inside Megatron-LM to read checkpoints:
+    https://github.com/NVIDIA/Megatron-LM/blob/v2.4/megatron/checkpointing.py#L209 If param is the weight tensor of the
+    self-attention block, the returned tensor will have to be transposed one more time to be read by HuggingFace GPT2.
+    This function is taken from `convert_megatron_gpt2_checkpoint.py`
+
+    Args:
+        param (torch.Tensor): the tensor to permute
+        checkpoint_version (int): the version of the checkpoint.
+        num_splits (int): the number of projections, usually 3 for (Query, Key, Value)
+        num_heads (int): the number of attention heads
+        hidden_size (int): the hidden size per head
+    """
+
+    input_shape = param.size()
+    if checkpoint_version == 1.0:
+        # version 1.0 stores [num_heads * hidden_size * num_splits, :]
+        saved_shape = (num_heads, hidden_size, num_splits) + input_shape[1:]
+        param = param.view(*saved_shape)
+        param = param.transpose(0, 2)
+        param = param.transpose(1, 2).contiguous()
+    elif checkpoint_version >= 2.0:
+        # other versions store [num_heads * num_splits * hidden_size, :]
+        saved_shape = (num_heads, num_splits, hidden_size) + input_shape[1:]
+        param = param.view(*saved_shape)
+        param = param.transpose(0, 1).contiguous()
+    param = param.view(*input_shape)
+    return param
+
+
+def transformers_to_megatron_fix_query_key_value_ordering(
+    param, checkpoint_version, num_splits, num_heads, hidden_size
+):
+    """
+    Permutes layout of param tensor to the one compatible with respective NVIDIA Megatron-LM checkpoint versions. Input
+    is [num_splits * num_heads * hidden_size, :] and output is [num_heads * hidden_size * num_splits, :] for version
+    1.0 and [num_heads * num_splits * hidden_size, :] for version 2.0 and later. If param is the weight tensor of the
+    self-attention block, the param needs to be already transposed before calling this function.
+
+    Args:
+        param (torch.Tensor): the tensor to permute
+        checkpoint_version (int): the version of the checkpoint.
+        num_splits (int): the number of projections, usually 3 for (Query, Key, Value)
+        num_heads (int): the number of attention heads
+        hidden_size (int): the hidden size per head
+    """
+
+    # Input is [num_splits * num_heads * hidden_size, :]
+    input_shape = param.size()
+    if checkpoint_version == 1.0:
+        # version 1.0 stores [num_heads * hidden_size * num_splits, :]
+        current_shape = (num_splits, num_heads, hidden_size) + input_shape[1:]
+        param = param.view(*current_shape)
+        param = param.transpose(0, 2)
+        param = param.transpose(1, 2).contiguous()
+    elif checkpoint_version >= 2.0:
+        # other versions store [num_heads * num_splits * hidden_size, :]
+        current_shape = (num_splits, num_heads, hidden_size) + input_shape[1:]
+        param = param.view(*current_shape)
+        param = param.transpose(0, 1).contiguous()
+    param = param.view(*input_shape)
+    return param
+
+
+def merge_transformers_sharded_states(path, num_checkpoints):
+    """
+    Merge sharded checkpoints from transformers into a single checkpoint.
+
+    Args:
+        path (str): the path to the sharded checkpoints
+        num_checkpoints (int): the number of checkpoints to merge
+    """
+    state_dict = {}
+    for i in range(1, num_checkpoints + 1):
+        checkpoint_path = os.path.join(path, f"pytorch_model-{i:05d}-of-{num_checkpoints:05d}.bin")
+        check_torch_load_is_safe()
+        current_chunk = torch.load(checkpoint_path, map_location="cpu", weights_only=True)
+        state_dict.update(current_chunk)
+    return state_dict
+
+
+def get_megatron_sharded_states(args, tp_size, pp_size, pp_rank):
+    """
+    Get sharded checkpoints from NVIDIA Megatron-LM checkpoint based on the provided tensor parallel size, pipeline
+    parallel size and pipeline parallel rank.
+
+    Args:
+        args (argparse.Namespace): the arguments to the script
+        tp_size (int): the tensor parallel size
+        pp_size (int): the pipeline parallel size
+        pp_rank (int): the pipeline parallel rank
+    """
+    tp_state_dicts = []
+    for i in range(tp_size):
+        sub_dir_name = f"mp_rank_{i:02d}" if pp_size == 1 else f"mp_rank_{i:02d}_{pp_rank:03d}"
+        for checkpoint_name in ["model_optim_rng.pt", "model_rng.pt"]:
+            checkpoint_path = os.path.join(args.load_path, sub_dir_name, checkpoint_name)
+            if os.path.isfile(checkpoint_path):
+                break
+        check_torch_load_is_safe()
+        state_dict = torch.load(checkpoint_path, map_location="cpu", weights_only=True)
+        tp_state_dicts.append(state_dict)
+    return tp_state_dicts
+
+
+def get_element_from_dict_by_path(d, path):
+    """
+    Get element from dictionary by path. If element is not present, recursively add empty dictionaries.
+
+    Args:
+        d (dict): the dictionary to get the element from
+        path (list): the path to the element which is delimited by "."
+    """
+    path = path.split(".")
+    for k in path:
+        if k not in d:
+            d[k] = {}
+        d = d[k]
+    return d
+
+
+def convert_checkpoint_from_megatron_to_transformers(args):
+    """
+    Convert NVIDIA Megatron-LM checkpoint to HuggingFace Transformers checkpoint. This handles Megatron checkpoints
+    with different tensor parallelism and pipeline parallelism sizes. It saves the converted checkpoint into shards
+    using HuggingFace Transformers checkpoint sharding functionality. This greatly extends the functionality of
+    `convert_megatron_gpt2_checkpoint.py`
+
+    Args:
+        args (argparse.Namespace): the arguments to the script
+    """
+    # Load Megatron-LM checkpoint arguments from the state dict
+    sub_dirs = os.listdir(args.load_path)
+    possible_sub_dirs = ["mp_rank_00", "mp_rank_00_000"]
+    for sub_dir in possible_sub_dirs:
+        if sub_dir in sub_dirs:
+            rank0_checkpoint_name = os.listdir(os.path.join(args.load_path, sub_dir))[0]
+            rank0_checkpoint_path = os.path.join(args.load_path, sub_dir, rank0_checkpoint_name)
+            break
+    print(f"Loading Megatron-LM checkpoint arguments from: {rank0_checkpoint_path}")
+    check_torch_load_is_safe()
+    state_dict = torch.load(rank0_checkpoint_path, map_location="cpu", weights_only=True)
+    megatron_args = state_dict.get("args", None)
+    if megatron_args is None:
+        raise ValueError(
+            "Megatron-LM checkpoint does not contain arguments. This utility only supports Megatron-LM checkpoints"
+            " containing all the megatron arguments. This is because it loads all config related to model"
+            " architecture, the tensor and pipeline model parallel size from the checkpoint instead of user having to"
+            " manually specify all the details. Please save Megatron-LM checkpoint along with all the megatron"
+            " arguments to use this utility."
+        )
+
+    # Create Transformers GPT2 config from Megatron-LM arguments
+    if megatron_args is not None:
+        if megatron_args.bias_gelu_fusion:
+            activation_function = "gelu_fast"
+        elif megatron_args.openai_gelu:
+            activation_function = "gelu_new"
+        else:
+            activation_function = "gelu"
+    else:
+        # in the very early days this used to be "gelu_new"
+        activation_function = "gelu_new"
+    vocab_size = (
+        megatron_args.padded_vocab_size
+        if getattr(megatron_args, "orig_vocab_size", None) is None
+        else megatron_args.orig_vocab_size
+    )
+    print(vocab_size)
+
+    config = GPT2Config(
+        vocab_size=vocab_size,
+        n_positions=megatron_args.max_position_embeddings,
+        n_embd=megatron_args.hidden_size,
+        n_layer=megatron_args.num_layers,
+        n_head=megatron_args.num_attention_heads,
+        n_inner=megatron_args.ffn_hidden_size,
+        activation_function=activation_function,
+        resid_pdrop=0.1,
+        embd_pdrop=0.1,
+        attn_pdrop=0.1,
+        layer_norm_epsilon=1e-5,
+        initializer_range=0.02,
+        summary_type="cls_index",
+        summary_use_proj=True,
+        summary_activation=None,
+        summary_proj_to_labels=True,
+        summary_first_dropout=0.1,
+        scale_attn_weights=True,
+        use_cache=True,
+        bos_token_id=vocab_size - 1,
+        eos_token_id=vocab_size - 1,
+        architectures=["GPT2LMHeadModel"],
+    )
+
+    output_state_dict = {}
+
+    checkpoint_version = state_dict.get("checkpoint_version", 0.0)
+    tp_size = megatron_args.tensor_model_parallel_size
+    pp_size = megatron_args.pipeline_model_parallel_size
+    dtype = torch.float32
+    # The regex to extract layer names.
+    layer_re = re.compile(r"layers\.(\d+)\.([a-z0-9_.]+)\.([a-z]+)")
+
+    # Convert.
+    print("Converting")
+
+    # Embeddings
+    print("Converting embeddings")
+    tp_state_dicts = get_megatron_sharded_states(args, tp_size, pp_size, 0)
+
+    # Convert and store the position embeddings.
+    position_embeddings = get_element_from_dict_by_path(
+        tp_state_dicts[0], "model.language_model.embedding.position_embeddings.weight"
+    )
+    output_state_dict["transformer.wpe.weight"] = position_embeddings.to(dtype)
+
+    # Convert and store the word embeddings.
+    word_embeddings = torch.cat(
+        [
+            get_element_from_dict_by_path(
+                tp_state_dicts[tp_rank], "model.language_model.embedding.word_embeddings.weight"
+            )
+            for tp_rank in range(tp_size)
+        ],
+        dim=0,
+    )
+    word_embeddings = word_embeddings[:vocab_size].to(dtype)
+    output_state_dict["transformer.wte.weight"] = word_embeddings
+
+    # Transformer Layers
+    print("Converting transformer layers")
+    # The number of heads.
+    heads = config.n_head
+    # The hidden_size per head.
+    hidden_size_per_head = config.n_embd // config.n_head
+    n_positions = config.n_positions
+    num_layers = config.num_hidden_layers // pp_size
+
+    for pp_rank in range(pp_size):
+        if pp_size > 0:
+            print(f"Converting pipeline parallel rank {pp_rank}")
+            tp_state_dicts = get_megatron_sharded_states(args, tp_size, pp_size, pp_rank)
+
+        # The transformer.
+        path = (
+            "model.language_model.transformer"
+            if "transformer" in get_element_from_dict_by_path(tp_state_dicts[0], "model.language_model")
+            else "model.language_model.encoder"
+        )
+        # Extract the layers.
+        for key, val in get_element_from_dict_by_path(tp_state_dicts[0], path).items():
+            # Match the name.
+            m = layer_re.match(key)
+            # Stop if that's not a layer
+            if m is None:
+                break
+
+            # The index of the layer.
+            layer_idx = int(m.group(1)) + pp_rank * num_layers
+            # The name of the operation.
+            op_name = m.group(2)
+            # Is it a weight or a bias?
+            weight_or_bias = m.group(3)
+
+            # The name of the layer.
+            layer_name = f"transformer.h.{layer_idx}"
+
+            if op_name + "." + weight_or_bias not in tensor_parallel_params:
+                params = val.to(dtype)
+            else:
+                dim = 1 if op_name in ["self_attention.dense", "mlp.dense_4h_to_h", "attention.dense"] else 0
+                params = torch.cat(
+                    [val]
+                    + [
+                        get_element_from_dict_by_path(tp_state_dicts[tp_rank], f"{path}")[key]
+                        for tp_rank in range(1, tp_size)
+                    ],
+                    dim=dim,
+                ).to(dtype)
+
+            # For layernorm(s), simply store the layer norm.
+            if op_name.endswith("layernorm"):
+                ln_name = "ln_1" if op_name.startswith("input") else "ln_2"
+                output_state_dict[layer_name + "." + ln_name + "." + weight_or_bias] = params
+
+            # Transpose the QKV matrix.
+            elif (
+                op_name == "attention.query_key_value" or op_name == "self_attention.query_key_value"
+            ) and weight_or_bias == "weight":
+                # Insert a tensor of 1x1xDxD bias.
+                causal_mask = torch.tril(torch.ones((n_positions, n_positions), dtype=dtype)).view(
+                    1, 1, n_positions, n_positions
+                )
+                output_state_dict[layer_name + ".attn.bias"] = causal_mask
+
+                # Insert a "dummy" tensor for masked_bias.
+                masked_bias = torch.tensor(-1e4, dtype=dtype)
+                output_state_dict[layer_name + ".attn.masked_bias"] = masked_bias
+
+                out_val = megatron_to_transformers_fix_query_key_value_ordering(
+                    params,
+                    checkpoint_version,
+                    3,
+                    heads,
+                    hidden_size_per_head,
+                )
+                # Megatron stores (3*D) x D but transformers-GPT2 expects D x 3*D.
+                out_val = out_val.transpose(0, 1).contiguous()
+                # Store.
+                output_state_dict[layer_name + ".attn.c_attn.weight"] = out_val
+
+            # Transpose the bias.
+            elif (
+                op_name == "attention.query_key_value" or op_name == "self_attention.query_key_value"
+            ) and weight_or_bias == "bias":
+                out_val = megatron_to_transformers_fix_query_key_value_ordering(
+                    params, checkpoint_version, 3, heads, hidden_size_per_head
+                )
+                # Store. No change of shape.
+                output_state_dict[layer_name + ".attn.c_attn.bias"] = out_val
+
+            # Transpose the weights.
+            elif weight_or_bias == "weight":
+                out_name = megatron_to_transformers[op_name]
+                output_state_dict[layer_name + out_name + "weight"] = params.transpose(0, 1)
+
+            # Copy the bias.
+            elif weight_or_bias == "bias":
+                out_name = megatron_to_transformers[op_name]
+                output_state_dict[layer_name + out_name + "bias"] = params
+
+    if config.n_layer != (layer_idx + 1):
+        raise ValueError(f"Expected {config.n_layer} layers but found {layer_idx + 1}")
+
+    # The final layernorm.
+    print("Converting final layernorm")
+    params = get_element_from_dict_by_path(tp_state_dicts[0], str(path))
+    output_state_dict["transformer.ln_f.weight"] = params["final_layernorm.weight"].to(dtype)
+    output_state_dict["transformer.ln_f.bias"] = params["final_layernorm.bias"].to(dtype)
+
+    # For LM head, transformers' wants the matrix to weight embeddings.
+    print("Converting LM head")
+    output_state_dict["lm_head.weight"] = word_embeddings.to(dtype)
+
+    # It should be done!
+    print("Conversion from Megatron-LM to Transformers is done!")
+
+    # Print the structure of converted state dict.
+    if args.print_checkpoint_structure:
+        recursive_print(None, output_state_dict)
+
+    # Add tokenizer class info to config
+    # see https://github.com/huggingface/transformers/issues/13906)
+
+    if args.tokenizer_name is None:
+        tokenizer_name = "openai-community/gpt2"
+    else:
+        tokenizer_name = args.tokenizer_name
+
+    tokenizer = AutoTokenizer.from_pretrained(tokenizer_name)
+    tokenizer_class = type(tokenizer).__name__
+    config.tokenizer_class = tokenizer_class
+
+    # Store the config to file.
+    print("Saving config")
+    config.save_pretrained(args.save_path)
+
+    # Save tokenizer based on args
+    if args.tokenizer_name is not None:
+        print(f"Adding {tokenizer_class} tokenizer files")
+        tokenizer.save_pretrained(args.save_path)
+
+    # Store the state_dict to file.
+    max_shard_size = int(args.max_shard_size) if args.max_shard_size.isdigit() else args.max_shard_size
+    state_dict_split = split_torch_state_dict_into_shards(output_state_dict, max_shard_size=max_shard_size)
+    shards = index = None
+    for tensors in state_dict_split.filename_to_tensors.values():
+        shards = {tensor: state_dict[tensor] for tensor in tensors}
+    if state_dict_split.is_sharded:
+        index = {
+            "metadata": state_dict_split.metadata,
+            "weight_map": state_dict_split.tensor_to_filename,
+        }
+
+    # Save the model
+    for shard_file, shard in shards.items():
+        torch.save(shard, os.path.join(args.save_path, shard_file))
+
+    if index is None:
+        print(f"Model weights saved in {os.path.join(args.save_path, WEIGHTS_NAME)}")
+    else:
+        save_index_file = os.path.join(args.save_path, WEIGHTS_INDEX_NAME)
+        # Save the index as well
+        with open(save_index_file, "w", encoding="utf-8") as f:
+            content = json.dumps(index, indent=2, sort_keys=True) + "\n"
+            f.write(content)
+        print(
+            f"The model is bigger than the maximum size per checkpoint ({args.max_shard_size}) and is going to be "
+            f"split in {len(shards)} checkpoint shards. You can find where each parameters has been saved in the "
+            f"index located at {save_index_file}."
+        )
+
+
+def convert_checkpoint_from_transformers_to_megatron(args):
+    """
+    Convert a checkpoint from HuggingFace Transformers to Megatron-LM. This allows converted checkpoints with variable
+    tensor parallelism and pipeline parallelism sizes. It takes as input a checkpoint from HuggingFace Transformers
+    which can have multiple shards.
+
+    Args:
+        args (argparse.Namespace): the arguments to the script
+
+    """
+    os.makedirs(args.save_path, exist_ok=True)
+    # Search in directory above this
+    sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), os.path.pardir)))
+    if args.megatron_path is not None:
+        sys.path.insert(0, args.megatron_path)
+
+    megatron_exists = importlib.util.find_spec("megatron") is not None
+    if megatron_exists:
+        from megatron.core import package_info
+
+        if version.parse(package_info.__version__) >= version.parse("0.6.0"):
+            from megatron.training.tokenizer.tokenizer import _vocab_size_with_padding
+        else:
+            from megatron.tokenizer.tokenizer import _vocab_size_with_padding
+
+    else:
+        print("Unable to import Megatron, please specify the path to Megatron using --megatron-path. Exiting.")
+        exit(1)
+
+    # load the transformers model state dict and config
+    sub_dirs = [x for x in os.listdir(args.load_path) if x.startswith("pytorch_model")]
+    if len(sub_dirs) == 1:
+        checkpoint_name = "pytorch_model.bin"
+        check_torch_load_is_safe()
+        state_dict = torch.load(os.path.join(args.load_path, checkpoint_name), map_location="cpu", weights_only=True)
+    else:
+        num_checkpoints = len(sub_dirs) - 1
+        state_dict = merge_transformers_sharded_states(args.load_path, num_checkpoints)
+
+    config = GPT2Config.from_pretrained(args.load_path)
+
+    # Saving the tracker file
+    tracker_filepath = os.path.join(args.save_path, "latest_checkpointed_iteration.txt")
+    with open(tracker_filepath, "w") as f:
+        f.write("release")
+
+    # create `release` dir in args.load_path
+    release_dir = os.path.join(args.save_path, "release")
+    os.makedirs(release_dir, exist_ok=True)
+
+    # megatron args
+    megatron_args = {
+        "orig_vocab_size": config.vocab_size,
+        "max_position_embeddings": config.n_positions,
+        "hidden_size": config.n_embd,
+        "num_layers": config.n_layer,
+        "num_attention_heads": config.n_head,
+        "ffn_hidden_size": config.n_inner,
+        "tensor_model_parallel_size": args.target_tensor_model_parallel_size,
+        "pipeline_model_parallel_size": args.target_pipeline_model_parallel_size,
+        "data_parallel_size": args.target_data_parallel_size,
+        "make_vocab_size_divisible_by": args.make_vocab_size_divisible_by,
+        "rank": 0,
+        "tokenizer_type": "GPT2BPETokenizer",
+    }
+
+    if config.activation_function == "gelu":
+        megatron_args["bias_gelu_fusion"] = False
+        megatron_args["openai_gelu"] = False
+    elif config.activation_function == "gelu_fast":
+        megatron_args["bias_gelu_fusion"] = True
+        megatron_args["openai_gelu"] = False
+    elif config.activation_function == "gelu_new":
+        megatron_args["bias_gelu_fusion"] = False
+        megatron_args["openai_gelu"] = True
+
+    margs = types.SimpleNamespace()
+    for k, v in megatron_args.items():
+        setattr(margs, k, v)
+
+    # params dtype
+    if args.target_params_dtype == "fp16":
+        dtype = torch.float16
+    elif args.target_params_dtype == "bf16":
+        dtype = torch.bfloat16
+    else:
+        dtype = torch.float32
+    setattr(margs, "params_dtype", dtype)
+
+    # save dummy optim state dict
+    dummy_optim_state_dict = {}
+    dummy_optim_state_dict["optimizer"] = {
+        "step": 0,
+        "param_groups": [
+            {
+                "lr": 0.0,
+                "beta1": 0.0,
+                "beta2": 0.0,
+                "eps": 0.0,
+                "weight_decay": 0.0,
+                "correct_bias": False,
+                "params": [],
+            }
+        ],
+    }
+    if args.use_distributed_optimizer:
+        for i in range(args.target_pipeline_model_parallel_size):
+            for j in range(args.target_tensor_model_parallel_size):
+                for k in range(args.target_data_parallel_size):
+                    if args.target_pipeline_model_parallel_size == 1:
+                        checkpoint_dir = f"mp_rank_{j:02d}_{k:03d}"
+                    else:
+                        checkpoint_dir = f"mp_rank_{j:02d}_{i:03d}_{k:03d}"
+                    checkpoint_dir = os.path.join(release_dir, checkpoint_dir)
+                    os.makedirs(checkpoint_dir, exist_ok=True)
+                    torch.save(
+                        dummy_optim_state_dict,
+                        os.path.join(checkpoint_dir, "optim.pt"),
+                    )
+
+    # Convert.
+    print("Converting")
+    output_state_dict = []
+    for i in range(args.target_tensor_model_parallel_size):
+        output_state_dict.append({})
+
+    # Embedding layer
+    print("converting embedding layer")
+    pos_embedding = state_dict["transformer.wpe.weight"].to(dtype)
+    word_embedding = state_dict["transformer.wte.weight"].to(dtype)
+    orig_vocab_size = config.vocab_size
+    padded_vocab_size = _vocab_size_with_padding(orig_vocab_size, margs)
+    setattr(margs, "padded_vocab_size", padded_vocab_size)
+    # Cut out extra padding we don't need
+    if orig_vocab_size > padded_vocab_size:
+        full_word_embed = word_embedding[0:padded_vocab_size, :]
+    # Expanding embedding to larger size by replicating final entry
+    elif orig_vocab_size < padded_vocab_size:
+        padding_size = padded_vocab_size - orig_vocab_size
+        full_word_embed = torch.cat((word_embedding, word_embedding[-1].unsqueeze(0).expand(padding_size, -1)))
+    # Same size!
+    else:
+        full_word_embed = word_embedding
+
+    # Split into new tensor model parallel sizes
+    out_word_embed = torch.chunk(full_word_embed, args.target_tensor_model_parallel_size, dim=0)
+    for i in range(args.target_tensor_model_parallel_size):
+        pos_emb_dict = get_element_from_dict_by_path(
+            output_state_dict[i], "model.language_model.embedding.position_embeddings"
+        )
+        pos_emb_dict["weight"] = pos_embedding
+
+        word_emb_dict = get_element_from_dict_by_path(
+            output_state_dict[i], "model.language_model.embedding.word_embeddings"
+        )
+        word_emb_dict["weight"] = out_word_embed[i].clone()
+
+    # Transformer layers
+    print("converting transformer layers")
+    if config.num_attention_heads % args.target_tensor_model_parallel_size != 0:
+        raise ValueError(
+            f"Number of attention heads ({config.num_attention_heads}) must be divisible by number of tensor parallelism"
+            f" ({args.target_tensor_model_parallel_size})"
+        )
+
+    if config.num_hidden_layers % args.target_pipeline_model_parallel_size != 0:
+        raise ValueError(
+            f"Number of layers ({config.num_hidden_layers}) must be divisible by number of pipeline parallelism"
+            f" ({args.target_pipeline_model_parallel_size})"
+        )
+
+    num_layers = config.num_hidden_layers // args.target_pipeline_model_parallel_size
+
+    layer_re = re.compile(r"transformer.h\.(\d+)\.([a-z0-9_.]+)\.([a-z]+)")
+    # The number of heads.
+    heads = config.n_head
+    # The hidden_size per head.
+    hidden_size_per_head = config.n_embd // config.n_head
+    for pp_rank in range(args.target_pipeline_model_parallel_size):
+        layer_offset = pp_rank * num_layers
+        if pp_rank > 0:
+            output_state_dict = []
+            for i in range(args.target_tensor_model_parallel_size):
+                output_state_dict.append({})
+
+        for layer in range(num_layers):
+            pp_layer_id = layer + layer_offset
+            layers_to_copy = [
+                layer_name for layer_name in state_dict if layer_name.startswith(f"transformer.h.{pp_layer_id}.")
+            ]
+
+            for layer_name in layers_to_copy:
+                m = layer_re.match(layer_name)
+                # Stop if that's not a layer
+                if m is None:
+                    break
+
+                # The index of the layer.
+                _ = int(m.group(1))
+                # The name of the operation.
+                op_name = m.group(2)
+                # Is it a weight or a bias?
+                weight_or_bias = m.group(3)
+
+                params = state_dict[layer_name].to(dtype)
+                # handle layernorm
+                if op_name.startswith("ln"):
+                    out_name = "input_layernorm" if op_name.endswith("1") else "post_attention_layernorm"
+                    layer_name = f"layers.{layer}.{out_name}.{weight_or_bias}"
+
+                # handle attention K, V, Q weights
+                elif op_name.startswith("attn.c_attn") and weight_or_bias == "weight":
+                    # transformers stores D X (3*D) but Megatron-LM expects (3*D) X D.
+                    params = params.transpose(0, 1).contiguous()
+
+                    params = transformers_to_megatron_fix_query_key_value_ordering(
+                        params,
+                        3.0,
+                        3,
+                        heads,
+                        hidden_size_per_head,
+                    )
+                    layer_name = f"layers.{layer}.self_attention.query_key_value.{weight_or_bias}"
+
+                # handle attention K, V, Q bias
+                elif op_name.startswith("attn.c_attn") and weight_or_bias == "bias":
+                    params = transformers_to_megatron_fix_query_key_value_ordering(
+                        params,
+                        3.0,
+                        3,
+                        heads,
+                        hidden_size_per_head,
+                    )
+                    layer_name = f"layers.{layer}.self_attention.query_key_value.{weight_or_bias}"
+
+                # handle attention and mlp weights
+                elif weight_or_bias == "weight":
+                    out_name = transformers_to_megatron.get(op_name)
+                    if out_name is None:
+                        continue
+                    params = params.transpose(0, 1)
+                    layer_name = f"layers.{layer}.{out_name}.{weight_or_bias}"
+
+                # handle attention and mlp bias
+                elif weight_or_bias == "bias":
+                    out_name = transformers_to_megatron.get(op_name)
+                    if out_name is None:
+                        continue
+                    layer_name = f"layers.{layer}.{out_name}.{weight_or_bias}"
+
+                # skip
+                else:
+                    continue
+
+                if op_name + "." + weight_or_bias in tensor_parallel_params:
+                    dim = 1 if op_name in ["attn.c_proj", "mlp.c_proj"] else 0
+                    params = torch.chunk(params, args.target_tensor_model_parallel_size, dim=dim)
+
+                for i in range(args.target_tensor_model_parallel_size):
+                    params_dict = get_element_from_dict_by_path(output_state_dict[i], "model.language_model.encoder")
+                    params_dict[layer_name] = (
+                        params[i].clone() if (op_name + "." + weight_or_bias in tensor_parallel_params) else params
+                    )
+
+        if pp_rank == args.target_pipeline_model_parallel_size - 1:
+            # handle final layernorm
+            for weight_or_bias in ["weight", "bias"]:
+                params = state_dict[f"transformer.ln_f.{weight_or_bias}"].to(dtype)
+                layer_name = f"final_layernorm.{weight_or_bias}"
+                for i in range(args.target_tensor_model_parallel_size):
+                    params_dict = get_element_from_dict_by_path(output_state_dict[i], "model.language_model.encoder")
+                    params_dict[layer_name] = params
+
+            # add the LM head
+            for i in range(args.target_tensor_model_parallel_size):
+                params_dict = get_element_from_dict_by_path(output_state_dict[i], "model.word_embeddings_for_head")
+                params_dict["weight"] = out_word_embed[i].clone()
+
+        # saving the state dict as per the tp_rank and pp_rank
+        for tp_rank in range(args.target_tensor_model_parallel_size):
+            output_state_dict[tp_rank]["checkpoint_version"] = 3.0
+            output_state_dict[tp_rank]["args"] = margs
+            checkpoint_dir = (
+                f"mp_rank_{tp_rank:02d}"
+                if args.target_pipeline_model_parallel_size == 1
+                else f"mp_rank_{tp_rank:02d}_{pp_rank:03d}"
+            )
+            if args.use_distributed_optimizer:
+                checkpoint_name = "model_rng.pt"
+            else:
+                checkpoint_name = "model_optim_rng.pt"
+                output_state_dict[tp_rank]["optimizer"] = dummy_optim_state_dict["optimizer"]
+            checkpoint_dir = os.path.join(release_dir, checkpoint_dir)
+            os.makedirs(checkpoint_dir, exist_ok=True)
+            checkpoint_path = os.path.join(checkpoint_dir, checkpoint_name)
+            if args.print_checkpoint_structure:
+                print(
+                    f"Checkpoint structure of model state dict shard belonging to TP rank {tp_rank} and PP rank"
+                    f" {pp_rank}:"
+                )
+                recursive_print(None, output_state_dict[tp_rank])
+            torch.save(output_state_dict[tp_rank], checkpoint_path)
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser = add_checkpointing_args(parser)
+    parser = add_megatron_checkpoint_args(parser)
+    parser = add_transformers_checkpoint_args(parser)
+    args = parser.parse_args()
+    if args.convert_checkpoint_from_megatron_to_transformers:
+        convert_checkpoint_from_megatron_to_transformers(args)
+    else:
+        convert_checkpoint_from_transformers_to_megatron(args)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/configuration_mllama.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/configuration_mllama.py
new file mode 100644
index 0000000000000000000000000000000000000000..688b8877ff1105e3c3d5e0a9412ba3da37115c6d
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/configuration_mllama.py
@@ -0,0 +1,200 @@
+# Copyright 2024 HuggingFace Inc. team. All rights reserved.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Mllama model configuration"""
+
+from huggingface_hub.dataclasses import strict
+
+from ...configuration_utils import PreTrainedConfig
+from ...utils import auto_docstring, logging
+
+
+logger = logging.get_logger(__name__)
+
+
+@auto_docstring(checkpoint="meta-llama/Llama-3.2-11B-Vision")
+@strict
+class MllamaVisionConfig(PreTrainedConfig):
+    r"""
+    num_global_layers (`int`, *optional*, defaults to 8):
+        Number of global layers in the Transformer encoder. Vision model has a second transformer encoder, called global.
+    vision_output_dim (`int`, *optional*, defaults to 7680):
+        Dimensionality of the vision model output. Includes output of transformer
+        encoder with intermediate layers and global transformer encoder.
+    max_num_tiles (`int`, *optional*, defaults to 4):
+        Maximum number of tiles for image splitting.
+    intermediate_layers_indices (`list[int]`, *optional*, defaults to [3, 7, 15, 23, 30]):
+        Indices of intermediate layers of transformer encoder from which to extract and output features.
+        These output features are concatenated with final hidden state of transformer encoder.
+    supported_aspect_ratios (`list[list[int]]`, *optional*):
+        List of supported aspect ratios for image splitting. If not specified, the default supported aspect ratios
+        are [[1, 1], [1, 2], [1, 3], [1, 4], [2, 1], [2, 2], [3, 1], [4, 1]] for `max_num_tiles=4`.
+
+    Example:
+
+    ```python
+    >>> from transformers import MllamaVisionConfig, MllamaVisionModel
+
+    >>> # Initializing a Llama config
+    >>> config = MllamaVisionConfig()
+
+    >>> # Initializing a vision model from the mllama-11b style configuration
+    >>> model = MllamaVisionModel(config)
+
+    >>> # Accessing the model configuration
+    >>> configuration = model.config
+    ```"""
+
+    model_type = "mllama_vision_model"
+    base_config_key = "vision_config"
+    attribute_map = {"num_attention_heads": "attention_heads"}
+
+    hidden_size: int = 1280
+    hidden_act: str = "gelu"
+    num_hidden_layers: int = 32
+    num_global_layers: int = 8
+    attention_heads: int = 16
+    num_channels: int = 3
+    intermediate_size: int = 5120
+    vision_output_dim: int = 7680
+    image_size: int | list[int] | tuple[int, int] = 448
+    patch_size: int | list[int] | tuple[int, int] = 14
+    norm_eps: float = 1e-5
+    max_num_tiles: int = 4
+    intermediate_layers_indices: list[int] | None = None
+    supported_aspect_ratios: list[list[int]] | None = None
+    initializer_range: float = 0.02
+
+    def __post_init__(self, **kwargs):
+        if self.supported_aspect_ratios is None:
+            self.supported_aspect_ratios = [[1, 1], [1, 2], [1, 3], [1, 4], [2, 1], [2, 2], [3, 1], [4, 1]]
+
+        if self.intermediate_layers_indices is None:
+            self.intermediate_layers_indices = [3, 7, 15, 23, 30]
+        super().__post_init__(**kwargs)
+
+    def validate_architecture(self):
+        """Part of `@strict`-powered validation. Validates the architecture of the config."""
+        if (
+            self.supported_aspect_ratios == [[1, 1], [1, 2], [1, 3], [1, 4], [2, 1], [2, 2], [3, 1], [4, 1]]
+            and self.max_num_tiles != 4
+        ):
+            raise ValueError("max_num_tiles must be 4 for default supported aspect ratios")
+
+    @property
+    def max_aspect_ratio_id(self) -> int:
+        return len(self.supported_aspect_ratios)
+
+
+@auto_docstring(checkpoint="meta-llama/Llama-3.2-11B-Vision")
+@strict
+class MllamaTextConfig(PreTrainedConfig):
+    r"""
+    cross_attention_layers (`list[int]`, *optional*):
+        Indices of the cross attention layers. If not specified, will default to [3, 8, 13, 18, 23, 28, 33, 38].
+
+    Example:
+
+    ```python
+    >>> from transformers import MllamaTextModel, MllamaTextConfig
+
+    >>> # Initializing a Mllama text config
+    >>> config = MllamaTextConfig()
+
+    >>> # Initializing a model from the Mllama text configuration
+    >>> model = MllamaTextModel(config)
+
+    >>> # Accessing the model configuration
+    >>> configuration = model.config
+    ```"""
+
+    model_type = "mllama_text_model"
+    base_config_key = "text_config"
+    default_theta = 500000.0
+
+    vocab_size: int = 128256
+    hidden_size: int = 4096
+    hidden_act: str = "silu"
+    num_hidden_layers: int = 40
+    num_attention_heads: int = 32
+    num_key_value_heads: int = 8
+    intermediate_size: int = 14_336
+    rope_parameters: dict | None = None
+    rms_norm_eps: float = 1e-5
+    max_position_embeddings: int = 131_072
+    initializer_range: float = 0.02
+    use_cache: bool = True
+    tie_word_embeddings: bool = False
+    cross_attention_layers: list[int] | None = None
+    dropout: float | int = 0.0
+    bos_token_id: int = 128000
+    eos_token_id: int | list[int] | None = 128001
+    pad_token_id: int | None = 128004
+
+    def __post_init__(self, **kwargs):
+        if self.cross_attention_layers is None:
+            self.cross_attention_layers = [3, 8, 13, 18, 23, 28, 33, 38]
+        super().__post_init__(**kwargs)
+
+
+@auto_docstring(checkpoint="meta-llama/Llama-3.2-11B-Vision")
+@strict
+class MllamaConfig(PreTrainedConfig):
+    r"""
+    Example:
+
+    ```python
+    >>> from transformers import MllamaForConditionalGeneration, MllamaConfig, MllamaVisionConfig, MllamaTextConfig
+
+    >>> # Initializing a CLIP-vision config
+    >>> vision_config = MllamaVisionConfig()
+
+    >>> # Initializing a Llama config
+    >>> text_config = MllamaTextConfig()
+
+    >>> # Initializing a mllama-11b style configuration
+    >>> configuration = MllamaConfig(vision_config, text_config)
+
+    >>> # Initializing a model from the mllama-11b style configuration
+    >>> model = MllamaForConditionalGeneration(configuration)
+
+    >>> # Accessing the model configuration
+    >>> configuration = model.config
+    ```"""
+
+    model_type = "mllama"
+    attribute_map = {
+        "image_token_id": "image_token_index",
+    }
+    sub_configs = {"text_config": MllamaTextConfig, "vision_config": MllamaVisionConfig}
+
+    vision_config: dict | PreTrainedConfig | None = None
+    text_config: dict | PreTrainedConfig | None = None
+    image_token_index: int = 128256
+
+    def __post_init__(self, **kwargs):
+        if self.vision_config is None:
+            self.vision_config = MllamaVisionConfig()
+            logger.info("vision_config is None, using default mllama vision config")
+        elif isinstance(self.vision_config, dict):
+            self.vision_config = MllamaVisionConfig(**self.vision_config)
+
+        if self.text_config is None:
+            self.text_config = MllamaTextConfig()
+            logger.info("text_config is None, using default mllama text config")
+        elif isinstance(self.text_config, dict):
+            self.text_config = MllamaTextConfig(**self.text_config)
+
+        super().__post_init__(**kwargs)
+
+
+__all__ = ["MllamaConfig", "MllamaTextConfig", "MllamaVisionConfig"]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/modeling_mllama.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/modeling_mllama.py
new file mode 100644
index 0000000000000000000000000000000000000000..476e0866398f348bd8c19b6388ab6e852ac20ab7
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/modeling_mllama.py
@@ -0,0 +1,1622 @@
+# Copyright 2024 the HuggingFace Inc. team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""PyTorch Mllama model."""
+
+import math
+from collections.abc import Callable
+from typing import Optional
+
+import torch
+import torch.nn.functional as F
+from torch import nn
+
+from ... import initialization as init
+from ...activations import ACT2FN
+from ...cache_utils import Cache, DynamicCache
+from ...generation import GenerationMixin
+from ...masking_utils import create_causal_mask
+from ...modeling_flash_attention_utils import FlashAttentionKwargs
+from ...modeling_layers import GradientCheckpointingLayer
+from ...modeling_outputs import BaseModelOutput, BaseModelOutputWithPast, CausalLMOutputWithPast
+from ...modeling_rope_utils import (
+    ROPE_INIT_FUNCTIONS,
+    dynamic_rope_update,
+)
+from ...modeling_utils import ALL_ATTENTION_FUNCTIONS, PreTrainedModel
+from ...processing_utils import Unpack
+from ...utils import TransformersKwargs, auto_docstring, can_return_tuple, logging
+from ...utils.generic import (
+    maybe_autocast,
+    merge_with_config_defaults,
+)
+from ...utils.output_capturing import OutputRecorder, capture_outputs
+from .configuration_mllama import MllamaConfig, MllamaTextConfig, MllamaVisionConfig
+
+
+logger = logging.get_logger(__name__)
+
+
+def _prepare_cross_attention_mask(
+    cross_attention_mask: torch.Tensor,
+    num_vision_tokens: int,
+    dtype: str,
+) -> tuple[torch.Tensor, torch.Tensor]:
+    # reshape so it can be used by attn module
+    batch_size, text_total_length, *_ = cross_attention_mask.shape
+    cross_attention_mask = cross_attention_mask.repeat_interleave(num_vision_tokens, dim=3)
+    cross_attention_mask = cross_attention_mask.view(batch_size, text_total_length, -1)
+    cross_attention_mask = cross_attention_mask.unsqueeze(1)
+
+    # invert the mask
+    inverted_cross_attn_mask = (1.0 - cross_attention_mask).to(dtype)
+    cross_attention_mask = inverted_cross_attn_mask.masked_fill(
+        inverted_cross_attn_mask.to(torch.bool), torch.finfo(dtype).min
+    )
+
+    # apply full-row bias, which return 4D tensor of shape [B, H, S1, 1] where value is 0 if the a full row in cross attn mask's
+    # last dimension contains negative infinity values, otherwise it's 1
+    negative_inf_value = torch.finfo(dtype).min
+    full_text_row_masked_out_mask = (
+        (cross_attention_mask != negative_inf_value).any(dim=-1).type_as(cross_attention_mask)[..., None]
+    )
+    cross_attention_mask *= full_text_row_masked_out_mask
+
+    return cross_attention_mask, full_text_row_masked_out_mask
+
+
+def _prepare_aspect_ratio_attention_mask(
+    aspect_ratio_mask: torch.Tensor,
+    num_patches: int,
+    target_length: int,
+    dtype: torch.dtype,
+) -> torch.Tensor:
+    # Expand aspect ratio mask to target_length
+    batch_size, max_num_tiles = aspect_ratio_mask.shape
+    attention_mask = aspect_ratio_mask.view(batch_size, max_num_tiles, 1, 1).to(dtype)
+    attention_mask = attention_mask.repeat(1, 1, target_length, 1)
+
+    # Mask padding patches
+    pad_patches = target_length - num_patches
+    attention_mask[:, :, -pad_patches:] = 0
+
+    # Invert the mask (0 -> 1, 1 -> 0)
+    attention_mask = 1 - attention_mask
+
+    # Reshape to 2D and create 4D attention mask
+    # (batch_size, 1, max_num_tiles * target_length, max_num_tiles * target_length)
+    attention_mask = attention_mask.reshape(batch_size, max_num_tiles * target_length, 1)
+    attention_mask = attention_mask @ attention_mask.transpose(-1, -2) * torch.finfo(dtype).min
+    attention_mask = attention_mask.unsqueeze(1)
+
+    return attention_mask
+
+
+class MllamaPrecomputedAspectRatioEmbedding(nn.Module):
+    def __init__(self, config: MllamaVisionConfig, is_gated: bool = True):
+        super().__init__()
+        self.max_num_tiles = config.max_num_tiles
+        self.hidden_size = config.hidden_size
+        self.max_aspect_ratio_id = config.max_aspect_ratio_id
+        self.is_gated = is_gated
+
+        self.embedding = nn.Embedding(self.max_aspect_ratio_id + 1, self.max_num_tiles * self.hidden_size)
+        if is_gated:
+            self.gate = nn.Parameter(torch.zeros(1))
+
+    def forward(self, hidden_state: torch.Tensor, aspect_ratio_ids: torch.Tensor) -> torch.Tensor:
+        embeddings = self.embedding(aspect_ratio_ids)
+        embeddings = embeddings.reshape(-1, self.max_num_tiles, 1, self.hidden_size)
+
+        if self.is_gated:
+            embeddings = embeddings * self.gate.tanh()
+
+        hidden_state = hidden_state + embeddings
+        return hidden_state
+
+
+class MllamaPrecomputedPositionEmbedding(nn.Module):
+    def __init__(self, config: MllamaVisionConfig):
+        super().__init__()
+        self.max_num_tiles = config.max_num_tiles
+        self.max_aspect_ratio_id = config.max_aspect_ratio_id
+        self.num_patches = (config.image_size // config.patch_size) ** 2 + 1
+        self.hidden_size = config.hidden_size
+        self.scale = config.hidden_size**-0.5
+
+        self.gate = nn.Parameter(torch.zeros(1))
+
+        # position embedding
+        position_embedding = torch.randn(self.num_patches, self.hidden_size)
+        self.embedding = nn.Parameter(self.scale * position_embedding)
+
+        # tile position embedding
+        self.tile_embedding = nn.Embedding(
+            self.max_aspect_ratio_id + 1, self.max_num_tiles * self.num_patches * self.hidden_size
+        )
+
+    def forward(self, hidden_state: torch.Tensor, aspect_ratio_ids: torch.Tensor) -> torch.Tensor:
+        # position embeddings
+        gated_position_embedding = (1 - self.gate.tanh()) * self.embedding
+        hidden_state = hidden_state + gated_position_embedding.view(1, 1, self.num_patches, self.hidden_size)
+
+        # precomputed tile position embeddings
+        tile_position_embedding = self.tile_embedding(aspect_ratio_ids)
+        batch_size = hidden_state.shape[0]
+        tile_position_embedding = tile_position_embedding.reshape(
+            batch_size, self.max_num_tiles, self.num_patches, self.hidden_size
+        )
+        gated_tile_position_embedding = self.gate.tanh() * tile_position_embedding
+        hidden_state = hidden_state + gated_tile_position_embedding
+
+        return hidden_state
+
+
+# Copied from transformers.models.clip.modeling_clip.CLIPMLP with CLIP->MllamaVision
+class MllamaVisionMLP(nn.Module):
+    def __init__(self, config):
+        super().__init__()
+        self.config = config
+        self.activation_fn = ACT2FN[config.hidden_act]
+        self.fc1 = nn.Linear(config.hidden_size, config.intermediate_size)
+        self.fc2 = nn.Linear(config.intermediate_size, config.hidden_size)
+
+    def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
+        hidden_states = self.fc1(hidden_states)
+        hidden_states = self.activation_fn(hidden_states)
+        hidden_states = self.fc2(hidden_states)
+        return hidden_states
+
+
+# Copied from transformers.models.llama.modeling_llama.repeat_kv
+def repeat_kv(hidden_states: torch.Tensor, n_rep: int) -> torch.Tensor:
+    """
+    This is the equivalent of torch.repeat_interleave(x, dim=1, repeats=n_rep). The hidden states go from (batch,
+    num_key_value_heads, seqlen, head_dim) to (batch, num_attention_heads, seqlen, head_dim)
+    """
+    batch, num_key_value_heads, slen, head_dim = hidden_states.shape
+    if n_rep == 1:
+        return hidden_states
+    hidden_states = hidden_states[:, :, None, :, :].expand(batch, num_key_value_heads, n_rep, slen, head_dim)
+    return hidden_states.reshape(batch, num_key_value_heads * n_rep, slen, head_dim)
+
+
+# Copied from transformers.models.llama.modeling_llama.eager_attention_forward
+def eager_attention_forward(
+    module: nn.Module,
+    query: torch.Tensor,
+    key: torch.Tensor,
+    value: torch.Tensor,
+    attention_mask: torch.Tensor | None,
+    scaling: float,
+    dropout: float = 0.0,
+    **kwargs: Unpack[TransformersKwargs],
+):
+    key_states = repeat_kv(key, module.num_key_value_groups)
+    value_states = repeat_kv(value, module.num_key_value_groups)
+
+    attn_weights = torch.matmul(query, key_states.transpose(2, 3)) * scaling
+    if attention_mask is not None:
+        attn_weights = attn_weights + attention_mask
+
+    attn_weights = nn.functional.softmax(attn_weights, dim=-1, dtype=torch.float32).to(query.dtype)
+    attn_weights = nn.functional.dropout(attn_weights, p=dropout, training=module.training)
+    attn_output = torch.matmul(attn_weights, value_states)
+    attn_output = attn_output.transpose(1, 2).contiguous()
+
+    return attn_output, attn_weights
+
+
+class MllamaVisionAttention(nn.Module):
+    def __init__(self, config: MllamaVisionConfig):
+        super().__init__()
+
+        self.config = config
+        self.embed_dim = config.hidden_size
+        self.num_heads = config.attention_heads
+        self.head_dim = config.hidden_size // config.attention_heads
+        self.scaling = self.head_dim**-0.5
+        self.num_key_value_groups = 1
+
+        self.q_proj = nn.Linear(self.embed_dim, self.num_heads * self.head_dim, bias=False)
+        self.k_proj = nn.Linear(self.embed_dim, self.num_heads * self.head_dim, bias=False)
+        self.v_proj = nn.Linear(self.embed_dim, self.num_heads * self.head_dim, bias=False)
+        self.o_proj = nn.Linear(self.num_heads * self.head_dim, self.embed_dim, bias=False)
+
+    def forward(
+        self,
+        hidden_state: torch.Tensor,
+        attention_mask: torch.Tensor | None = None,
+        **kwargs,
+    ) -> tuple[torch.Tensor, torch.Tensor | None]:
+        query = self.q_proj(hidden_state)
+        key = self.k_proj(hidden_state)
+        value = self.v_proj(hidden_state)
+
+        batch_size, q_seq_len, _ = query.shape
+        _, kv_seq_len, _ = key.shape
+
+        query = query.view(batch_size, q_seq_len, self.num_heads, self.head_dim).transpose(1, 2)
+        key = key.view(batch_size, kv_seq_len, self.num_heads, self.head_dim).transpose(1, 2)
+        value = value.view(batch_size, kv_seq_len, self.num_heads, self.head_dim).transpose(1, 2)
+
+        attention_interface: Callable = ALL_ATTENTION_FUNCTIONS.get_interface(
+            self.config._attn_implementation, eager_attention_forward
+        )
+
+        attn_output, attn_weights = attention_interface(
+            self,
+            query,
+            key,
+            value,
+            attention_mask,
+            dropout=0.0,
+            scaling=self.scaling,
+            **kwargs,
+        )
+
+        attn_output = attn_output.reshape(batch_size, q_seq_len, -1).contiguous()
+        attn_output = self.o_proj(attn_output)
+
+        return attn_output, attn_weights
+
+
+class MllamaVisionEncoderLayer(nn.Module):
+    def __init__(self, config: MllamaVisionConfig, is_gated: bool = False):
+        super().__init__()
+
+        self.hidden_size = config.hidden_size
+        self.num_attention_heads = config.attention_heads
+        self.is_gated = is_gated
+        self.intermediate_size = config.intermediate_size
+
+        self.self_attn = MllamaVisionAttention(config)
+        self.mlp = MllamaVisionMLP(config)
+
+        self.input_layernorm = nn.LayerNorm(self.hidden_size, eps=config.norm_eps)
+        self.post_attention_layernorm = nn.LayerNorm(self.hidden_size, eps=config.norm_eps)
+
+        if is_gated:
+            self.gate_attn = nn.Parameter(torch.ones(1) * math.pi / 4)
+            self.gate_ffn = nn.Parameter(torch.ones(1) * math.pi / 4)
+
+    def forward(
+        self,
+        hidden_state: torch.Tensor,
+        attention_mask: torch.Tensor | None = None,
+    ):
+        # Self Attention
+        residual = hidden_state
+        hidden_state = self.input_layernorm(hidden_state)
+        hidden_state, attn_weights = self.self_attn(hidden_state, attention_mask=attention_mask)
+        if self.is_gated:
+            hidden_state = self.gate_attn.tanh() * hidden_state
+        hidden_state = residual + hidden_state
+
+        # Feed forward
+        residual = hidden_state
+        hidden_state = self.post_attention_layernorm(hidden_state)
+        hidden_state = self.mlp(hidden_state)
+        if self.is_gated:
+            hidden_state = self.gate_ffn.tanh() * hidden_state
+        hidden_state = residual + hidden_state
+
+        return hidden_state
+
+
+class MllamaVisionEncoder(nn.Module):
+    """
+    Transformer encoder consisting of `config.num_hidden_layers` self attention layers. Each layer is a
+    [`MllamaEncoderLayer`].
+
+    Args:
+        config: MllamaConfig
+    """
+
+    def __init__(self, config: MllamaVisionConfig, num_layers=32, is_gated=False):
+        super().__init__()
+        self.config = config
+        self.layers = nn.ModuleList([MllamaVisionEncoderLayer(config, is_gated) for _ in range(num_layers)])
+        self.gradient_checkpointing = False
+        self.config = config
+
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        attention_mask: torch.Tensor | None = None,
+    ) -> BaseModelOutput:
+        r"""
+        Args:
+            inputs_embeds (`torch.FloatTensor` of shape `(batch_size, sequence_length, hidden_size)`):
+                Optionally, instead of passing `input_ids` you can choose to directly pass an embedded representation.
+                This is useful if you want more control over how to convert `input_ids` indices into associated vectors
+                than the model's internal embedding lookup matrix.
+            attention_mask (`torch.Tensor` of shape `(batch_size, sequence_length)`, *optional*):
+                Mask to avoid performing attention on padding token indices. Mask values selected in `[0, 1]`:
+
+                - 1 for tokens that are **not masked**,
+                - 0 for tokens that are **masked**.
+
+                [What are attention masks?](../glossary#attention-mask)
+
+        """
+        encoder_states = ()
+        for encoder_layer in self.layers:
+            hidden_states = encoder_layer(
+                hidden_state=hidden_states,
+                attention_mask=attention_mask,
+            )
+            encoder_states = encoder_states + (hidden_states,)
+
+        return BaseModelOutput(last_hidden_state=hidden_states, hidden_states=encoder_states)
+
+
+# Copied from transformers.models.llama.modeling_llama.LlamaRMSNorm with Llama->MllamaText
+class MllamaTextRMSNorm(nn.Module):
+    def __init__(self, hidden_size, eps: float = 1e-6) -> None:
+        """
+        MllamaTextRMSNorm is equivalent to T5LayerNorm
+        """
+        super().__init__()
+        self.weight = nn.Parameter(torch.ones(hidden_size))
+        self.variance_epsilon = eps
+
+    def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
+        input_dtype = hidden_states.dtype
+        hidden_states = hidden_states.to(torch.float32)
+        variance = hidden_states.pow(2).mean(-1, keepdim=True)
+        hidden_states = hidden_states * torch.rsqrt(variance + self.variance_epsilon)
+        return self.weight * hidden_states.to(input_dtype)
+
+    def extra_repr(self):
+        return f"{tuple(self.weight.shape)}, eps={self.variance_epsilon}"
+
+
+class MllamaTextCrossAttention(nn.Module):
+    """Multi-headed attention from 'Attention Is All You Need' paper"""
+
+    def __init__(
+        self,
+        config: MllamaTextConfig | None = None,
+        layer_idx: int | None = None,
+    ):
+        super().__init__()
+        self.config = config
+        self.num_heads = self.config.num_attention_heads
+        self.num_key_value_heads = self.config.num_key_value_heads
+        self.dropout = config.dropout
+        self.hidden_size = config.hidden_size
+        self.head_dim = config.hidden_size // self.num_heads
+        self.layer_idx = layer_idx
+        self.num_key_value_groups = self.num_heads // self.num_key_value_heads
+        self.scaling = self.head_dim**-0.5
+
+        self.q_proj = nn.Linear(self.hidden_size, self.num_heads * self.head_dim, bias=False)
+        self.k_proj = nn.Linear(self.hidden_size, self.num_key_value_heads * self.head_dim, bias=False)
+        self.v_proj = nn.Linear(self.hidden_size, self.num_key_value_heads * self.head_dim, bias=False)
+        self.o_proj = nn.Linear(self.num_heads * self.head_dim, self.hidden_size, bias=False)
+
+        self.q_norm = MllamaTextRMSNorm(self.head_dim, eps=config.rms_norm_eps)
+        self.k_norm = MllamaTextRMSNorm(self.head_dim, eps=config.rms_norm_eps)
+
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        cross_attention_states: torch.Tensor | None = None,
+        past_key_values: Cache | None = None,
+        attention_mask: torch.Tensor | None = None,
+        use_cache: bool | None = None,
+        **kwargs,
+    ) -> tuple[torch.Tensor, torch.Tensor | None, tuple[torch.Tensor] | None]:
+        """Input shape: Batch x Time x Channel"""
+        bsz, q_len, _ = hidden_states.size()
+        query_states = self.q_proj(hidden_states)
+        query_states = query_states.view(bsz, q_len, self.num_heads, self.head_dim).transpose(1, 2)
+        query_states = self.q_norm(query_states)
+
+        if cross_attention_states is not None:
+            key_states = self.k_proj(cross_attention_states)
+            value_states = self.v_proj(cross_attention_states)
+            key_states = key_states.view(bsz, -1, self.num_key_value_heads, self.head_dim).transpose(1, 2)
+            value_states = value_states.view(bsz, -1, self.num_key_value_heads, self.head_dim).transpose(1, 2)
+
+            key_states = self.k_norm(key_states)
+            if past_key_values is not None:
+                # if we have a new image + new tokens, we only computed key_states on that new image
+                # we still update the cross key states, past_image, new_image. And use it!
+                key_states, value_states = past_key_values.update(key_states, value_states, self.layer_idx)
+        elif past_key_values is not None and past_key_values.get_seq_length() > 0:
+            key_states, value_states = (
+                past_key_values.layers[self.layer_idx].keys,
+                past_key_values.layers[self.layer_idx].values,
+            )
+        else:
+            raise ValueError(
+                "Cross attention layer can't find neither `cross_attn_states` nor cached values for key/values!"
+            )
+
+        attention_interface: Callable = ALL_ATTENTION_FUNCTIONS.get_interface(
+            self.config._attn_implementation, eager_attention_forward
+        )
+
+        attn_output, attn_weights = attention_interface(
+            self,
+            query_states,
+            key_states,
+            value_states,
+            attention_mask,
+            dropout=0.0 if not self.training else self.dropout,
+            scaling=self.scaling,
+            **kwargs,
+        )
+
+        attn_output = attn_output.reshape(bsz, q_len, -1).contiguous()
+        attn_output = self.o_proj(attn_output)
+
+        return attn_output, attn_weights
+
+
+# Copied from transformers.models.llama.modeling_llama.rotate_half
+def rotate_half(x):
+    """Rotates half the hidden dims of the input."""
+    x1 = x[..., : x.shape[-1] // 2]
+    x2 = x[..., x.shape[-1] // 2 :]
+    return torch.cat((-x2, x1), dim=-1)
+
+
+# Copied from transformers.models.llama.modeling_llama.apply_rotary_pos_emb
+def apply_rotary_pos_emb(q, k, cos, sin, unsqueeze_dim=1):
+    """Applies Rotary Position Embedding to the query and key tensors.
+
+    Args:
+        q (`torch.Tensor`): The query tensor.
+        k (`torch.Tensor`): The key tensor.
+        cos (`torch.Tensor`): The cosine part of the rotary embedding.
+        sin (`torch.Tensor`): The sine part of the rotary embedding.
+        unsqueeze_dim (`int`, *optional*, defaults to 1):
+            The 'unsqueeze_dim' argument specifies the dimension along which to unsqueeze cos[position_ids] and
+            sin[position_ids] so that they can be properly broadcasted to the dimensions of q and k. For example, note
+            that cos[position_ids] and sin[position_ids] have the shape [batch_size, seq_len, head_dim]. Then, if q and
+            k have the shape [batch_size, heads, seq_len, head_dim], then setting unsqueeze_dim=1 makes
+            cos[position_ids] and sin[position_ids] broadcastable to the shapes of q and k. Similarly, if q and k have
+            the shape [batch_size, seq_len, heads, head_dim], then set unsqueeze_dim=2.
+    Returns:
+        `tuple(torch.Tensor)` comprising of the query and key tensors rotated using the Rotary Position Embedding.
+    """
+    cos = cos.unsqueeze(unsqueeze_dim)
+    sin = sin.unsqueeze(unsqueeze_dim)
+    q_embed = (q * cos) + (rotate_half(q) * sin)
+    k_embed = (k * cos) + (rotate_half(k) * sin)
+    return q_embed, k_embed
+
+
+class MllamaTextSelfAttention(nn.Module):
+    def __init__(self, config: MllamaTextConfig, layer_idx: int):
+        super().__init__()
+        self.config = config
+        self.num_heads = config.num_attention_heads
+        self.dropout = config.dropout
+        self.hidden_size = config.hidden_size
+        self.num_key_value_heads = config.num_key_value_heads
+        self.head_dim = config.hidden_size // self.num_heads
+        self.num_key_value_groups = self.num_heads // self.num_key_value_heads
+        self.scaling = self.head_dim**-0.5
+
+        self.layer_idx = layer_idx
+        self.is_causal = True
+
+        self.q_proj = nn.Linear(self.hidden_size, self.num_heads * self.head_dim, bias=False)
+        self.k_proj = nn.Linear(self.hidden_size, self.num_key_value_heads * self.head_dim, bias=False)
+        self.v_proj = nn.Linear(self.hidden_size, self.num_key_value_heads * self.head_dim, bias=False)
+        self.o_proj = nn.Linear(self.num_heads * self.head_dim, self.hidden_size, bias=False)
+
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        attention_mask: torch.Tensor,
+        position_embeddings: torch.Tensor,
+        past_key_values=None,
+        **kwargs,
+    ):
+        bsz, q_len, _ = hidden_states.size()
+
+        query_states = self.q_proj(hidden_states)
+        key_states = self.k_proj(hidden_states)
+        value_states = self.v_proj(hidden_states)
+
+        query_states = query_states.view(bsz, q_len, self.num_heads, self.head_dim).transpose(1, 2)
+        key_states = key_states.view(bsz, q_len, self.num_key_value_heads, self.head_dim).transpose(1, 2)
+        value_states = value_states.view(bsz, q_len, self.num_key_value_heads, self.head_dim).transpose(1, 2)
+
+        cos, sin = position_embeddings
+        query_states, key_states = apply_rotary_pos_emb(query_states, key_states, cos, sin)
+
+        if past_key_values is not None:
+            key_states, value_states = past_key_values.update(key_states, value_states, self.layer_idx)
+
+        attention_interface: Callable = ALL_ATTENTION_FUNCTIONS.get_interface(
+            self.config._attn_implementation, eager_attention_forward
+        )
+
+        attn_output, attn_weights = attention_interface(
+            self,
+            query_states,
+            key_states,
+            value_states,
+            attention_mask,
+            dropout=0.0 if not self.training else self.dropout,
+            scaling=self.scaling,
+            **kwargs,
+        )
+
+        attn_output = attn_output.reshape(bsz, q_len, -1).contiguous()
+        attn_output = self.o_proj(attn_output)
+
+        return attn_output, attn_weights
+
+
+# Copied from transformers.models.gemma2.modeling_gemma2.Gemma2MLP with Gemma2->MllamaText
+class MllamaTextMLP(nn.Module):
+    def __init__(self, config):
+        super().__init__()
+        self.config = config
+        self.hidden_size = config.hidden_size
+        self.intermediate_size = config.intermediate_size
+        self.gate_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False)
+        self.up_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=False)
+        self.down_proj = nn.Linear(self.intermediate_size, self.hidden_size, bias=False)
+        # Ignore copy
+        self.act_fn = ACT2FN[config.hidden_act]
+
+    def forward(self, x):
+        down_proj = self.down_proj(self.act_fn(self.gate_proj(x)) * self.up_proj(x))
+        return down_proj
+
+
+# Modified from transformers.models.llama.modeling_llama.LlamaDecoderLayer
+class MllamaSelfAttentionDecoderLayer(GradientCheckpointingLayer):
+    def __init__(self, config: MllamaTextConfig, layer_idx: int):
+        super().__init__()
+        self.hidden_size = config.hidden_size
+
+        self.self_attn = MllamaTextSelfAttention(config=config, layer_idx=layer_idx)
+
+        self.mlp = MllamaTextMLP(config)
+        self.input_layernorm = MllamaTextRMSNorm(config.hidden_size, eps=config.rms_norm_eps)
+        self.post_attention_layernorm = MllamaTextRMSNorm(config.hidden_size, eps=config.rms_norm_eps)
+
+        self.layer_idx = layer_idx
+
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        cross_attention_states: torch.Tensor | None = None,
+        cross_attention_mask: torch.Tensor | None = None,
+        attention_mask: torch.Tensor | None = None,
+        full_text_row_masked_out_mask: tuple[torch.Tensor, torch.Tensor] | None = None,
+        position_ids: torch.LongTensor | None = None,
+        past_key_values: Cache | None = None,
+        use_cache: bool | None = False,
+        position_embeddings: tuple[torch.Tensor, torch.Tensor] | None = None,
+        **kwargs: Unpack[FlashAttentionKwargs],
+    ) -> tuple[torch.FloatTensor, tuple[torch.FloatTensor, torch.FloatTensor] | None]:
+        """
+        Args:
+            hidden_states (`torch.FloatTensor`): input to the layer of shape `(batch, seq_len, embed_dim)`
+            attention_mask (`torch.FloatTensor`, *optional*):
+                attention mask of size `(batch_size, sequence_length)` if flash attention is used or `(batch_size, 1,
+                query_sequence_length, key_sequence_length)` if default attention is used.
+
+            use_cache (`bool`, *optional*):
+                If set to `True`, `past_key_values` key value states are returned and can be used to speed up decoding
+                (see `past_key_values`).
+            past_key_values (`Cache`, *optional*): cached past key and value projection states
+            position_embeddings (`tuple[torch.FloatTensor, torch.FloatTensor]`, *optional*):
+                Tuple containing the cosine and sine positional embeddings of shape `(batch_size, seq_len, head_dim)`,
+                with `head_dim` being the embedding dimension of each attention head.
+            kwargs (`dict`, *optional*):
+                Arbitrary kwargs to be ignored, used for FSDP and other methods that injects code
+                into the model
+        """
+        residual = hidden_states
+
+        hidden_states = self.input_layernorm(hidden_states)
+
+        # Self Attention
+        hidden_states, self_attn_weights = self.self_attn(
+            hidden_states=hidden_states,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            past_key_values=past_key_values,
+            use_cache=use_cache,
+            position_embeddings=position_embeddings,
+            **kwargs,
+        )
+        hidden_states = residual + hidden_states
+
+        # Fully Connected
+        residual = hidden_states
+        hidden_states = self.post_attention_layernorm(hidden_states)
+        hidden_states = self.mlp(hidden_states)
+        hidden_states = residual + hidden_states
+
+        return hidden_states
+
+
+class MllamaCrossAttentionDecoderLayer(GradientCheckpointingLayer):
+    """Cross-attention transformer block with tanh-gated attention and feedforward."""
+
+    def __init__(self, config: MllamaTextConfig, layer_idx: int) -> None:
+        super().__init__()
+        self.layer_idx = layer_idx
+        self.cross_attn = MllamaTextCrossAttention(config, layer_idx=layer_idx)
+
+        self.input_layernorm = MllamaTextRMSNorm(config.hidden_size, eps=config.rms_norm_eps)
+        self.cross_attn_attn_gate = torch.nn.Parameter(torch.zeros(1))
+
+        self.mlp = MllamaTextMLP(config)
+        self.post_attention_layernorm = MllamaTextRMSNorm(config.hidden_size, eps=config.rms_norm_eps)
+        self.cross_attn_mlp_gate = torch.nn.Parameter(torch.zeros(1))
+
+    def forward(
+        self,
+        hidden_states: torch.Tensor,
+        cross_attention_states: torch.Tensor,
+        cross_attention_mask: torch.Tensor,
+        attention_mask: torch.Tensor,
+        full_text_row_masked_out_mask: tuple[torch.Tensor, torch.Tensor],
+        position_ids: torch.LongTensor | None = None,
+        past_key_values: Cache | None = None,
+        use_cache: bool | None = False,
+        position_embeddings: torch.Tensor | None = None,
+        **kwargs: Unpack[FlashAttentionKwargs],
+    ) -> tuple[torch.Tensor]:
+        residual = hidden_states
+        hidden_states = self.input_layernorm(hidden_states)
+
+        hidden_states, attn_weights = self.cross_attn(
+            hidden_states=hidden_states,
+            attention_mask=cross_attention_mask,
+            cross_attention_states=cross_attention_states,
+            past_key_values=past_key_values,
+            **kwargs,
+        )
+        hidden_states = residual + self.cross_attn_attn_gate.tanh() * hidden_states
+
+        residual = hidden_states
+        hidden_states = self.post_attention_layernorm(hidden_states)
+        hidden_states = self.mlp(hidden_states)
+        if full_text_row_masked_out_mask is not None:
+            hidden_states = full_text_row_masked_out_mask[:, 0] * hidden_states  # type: ignore
+        hidden_states = residual + self.cross_attn_mlp_gate.tanh() * hidden_states
+
+        return hidden_states
+
+
+# Copied from transformers.models.llama.modeling_llama.LlamaRotaryEmbedding with LlamaConfig->MllamaTextConfig,Llama->Mllama
+class MllamaRotaryEmbedding(nn.Module):
+    inv_freq: torch.Tensor  # fix linting for `register_buffer`
+
+    def __init__(self, config: MllamaTextConfig, device=None):
+        super().__init__()
+        self.max_seq_len_cached = config.max_position_embeddings
+        self.original_max_seq_len = config.max_position_embeddings
+
+        self.config = config
+
+        self.rope_type = self.config.rope_parameters["rope_type"]
+        rope_init_fn: Callable = self.compute_default_rope_parameters
+        if self.rope_type != "default":
+            rope_init_fn = ROPE_INIT_FUNCTIONS[self.rope_type]
+        inv_freq, self.attention_scaling = rope_init_fn(self.config, device)
+
+        self.register_buffer("inv_freq", inv_freq, persistent=False)
+        self.register_buffer("original_inv_freq", inv_freq.clone(), persistent=False)
+
+    @staticmethod
+    def compute_default_rope_parameters(
+        config: MllamaTextConfig | None = None,
+        device: Optional["torch.device"] = None,
+        seq_len: int | None = None,
+    ) -> tuple["torch.Tensor", float]:
+        """
+        Computes the inverse frequencies according to the original RoPE implementation
+        Args:
+            config ([`~transformers.PreTrainedConfig`]):
+                The model configuration.
+            device (`torch.device`):
+                The device to use for initialization of the inverse frequencies.
+            seq_len (`int`, *optional*):
+                The current sequence length. Unused for this type of RoPE.
+        Returns:
+            Tuple of (`torch.Tensor`, `float`), containing the inverse frequencies for the RoPE embeddings and the
+            post-processing scaling factor applied to the computed cos/sin (unused in this type of RoPE).
+        """
+        base = config.rope_parameters["rope_theta"]
+        dim = getattr(config, "head_dim", None) or config.hidden_size // config.num_attention_heads
+
+        attention_factor = 1.0  # Unused in this type of RoPE
+
+        # Compute the inverse frequencies
+        inv_freq = 1.0 / (
+            base ** (torch.arange(0, dim, 2, dtype=torch.int64).to(device=device, dtype=torch.float) / dim)
+        )
+        return inv_freq, attention_factor
+
+    # Ignore copy
+    @torch.no_grad()
+    @dynamic_rope_update  # power user: used with advanced RoPE types (e.g. dynamic rope)
+    def forward(self, x, position_ids):
+        inv_freq_expanded = self.inv_freq[None, :, None].float().expand(position_ids.shape[0], -1, 1)
+        position_ids_expanded = position_ids[:, None, :].float()
+
+        device_type = x.device.type if isinstance(x.device.type, str) and x.device.type != "mps" else "cpu"
+        with maybe_autocast(device_type=device_type, enabled=False):  # Force float32
+            freqs = (inv_freq_expanded.float() @ position_ids_expanded.float()).transpose(1, 2)
+            emb = torch.cat((freqs, freqs), dim=-1)
+            cos = emb.cos() * self.attention_scaling
+            sin = emb.sin() * self.attention_scaling
+
+        return cos.to(dtype=x.dtype), sin.to(dtype=x.dtype)
+
+
+@auto_docstring
+class MllamaPreTrainedModel(PreTrainedModel):
+    config: MllamaConfig
+    base_model_prefix = "model"
+    input_modalities = ("image", "text")
+    supports_gradient_checkpointing = True
+    _no_split_modules = [
+        "MllamaVisionEncoderLayer",
+        "MllamaCrossAttentionDecoderLayer",
+        "MllamaSelfAttentionDecoderLayer",
+    ]
+    _can_compile_fullgraph = False  # static cache cannot have different shapes for each layer
+    _supports_sdpa = True
+    _supports_flash_attn = True
+    _supports_flex_attn = True
+    _supports_attention_backend = True
+    _can_record_outputs = {
+        "hidden_states": [MllamaSelfAttentionDecoderLayer, MllamaCrossAttentionDecoderLayer],
+        "attentions": [
+            OutputRecorder(MllamaTextSelfAttention, index=1, layer_name="self_attn"),
+            OutputRecorder(MllamaTextSelfAttention, index=1, layer_name="cross_attn"),
+            OutputRecorder(MllamaTextCrossAttention, index=1, layer_name="cross_attn"),
+        ],
+    }
+
+    @torch.no_grad()
+    def _init_weights(self, module):
+        std = getattr(self.config, "initializer_range", self.config.get_text_config().initializer_range)
+
+        if isinstance(module, (nn.Linear, nn.Conv2d)):
+            init.normal_(module.weight, mean=0.0, std=std)
+            if module.bias is not None:
+                init.zeros_(module.bias)
+        elif isinstance(module, nn.Embedding):
+            init.normal_(module.weight, mean=0.0, std=std)
+            # Here we need the check explicitly, as we slice the weight in the `zeros_` call, so it looses the flag
+            if module.padding_idx is not None and not getattr(module.weight, "_is_hf_initialized", False):
+                init.zeros_(module.weight[module.padding_idx])
+        elif isinstance(module, nn.LayerNorm):
+            init.ones_(module.weight)
+            init.zeros_(module.bias)
+        elif isinstance(module, MllamaTextRMSNorm):
+            init.ones_(module.weight)
+        elif isinstance(module, MllamaVisionModel):
+            init.normal_(module.class_embedding, std=std)
+        elif isinstance(module, MllamaPrecomputedPositionEmbedding):
+            init.normal_(module.embedding, std=std)
+            init.zeros_(module.gate)
+        elif isinstance(module, MllamaVisionEncoderLayer) and module.is_gated:
+            init.normal_(module.gate_attn, std=std)
+            init.normal_(module.gate_ffn, std=std)
+        elif isinstance(module, MllamaCrossAttentionDecoderLayer):
+            init.zeros_(module.cross_attn_attn_gate)
+            init.zeros_(module.cross_attn_mlp_gate)
+        elif isinstance(module, MllamaPrecomputedAspectRatioEmbedding):
+            if module.is_gated:
+                init.zeros_(module.gate)
+        elif isinstance(module, MllamaRotaryEmbedding):
+            rope_fn = (
+                ROPE_INIT_FUNCTIONS[module.rope_type]
+                if module.rope_type != "default"
+                else module.compute_default_rope_parameters
+            )
+            buffer_value, _ = rope_fn(module.config)
+            init.copy_(module.inv_freq, buffer_value)
+            init.copy_(module.original_inv_freq, buffer_value)
+
+
+@auto_docstring(
+    custom_intro="""
+    The Mllama Vision Model which consists of two vision encoders.
+    """
+)
+class MllamaVisionModel(MllamaPreTrainedModel):
+    config: MllamaVisionConfig
+    base_model_prefix = "vision_model"
+    input_modalities = ("image",)
+
+    def __init__(self, config: MllamaVisionConfig):
+        super().__init__(config)
+        self.image_size = config.image_size
+        self.patch_size = config.patch_size
+        self.max_num_tiles = config.max_num_tiles
+        self.hidden_size = config.hidden_size
+        self.num_channels = config.num_channels
+        self.intermediate_layers_indices = config.intermediate_layers_indices
+
+        self.num_patches = (self.image_size // self.patch_size) ** 2 + 1
+        self.scale = config.hidden_size**-0.5
+
+        self.patch_embedding = nn.Conv2d(
+            in_channels=config.num_channels,
+            out_channels=self.hidden_size,
+            kernel_size=self.patch_size,
+            stride=self.patch_size,
+            padding="valid",
+            bias=False,
+        )
+
+        self.class_embedding = nn.Parameter(self.scale * torch.randn(self.hidden_size))
+        self.gated_positional_embedding = MllamaPrecomputedPositionEmbedding(config)
+
+        self.pre_tile_positional_embedding = MllamaPrecomputedAspectRatioEmbedding(config, is_gated=True)
+        self.post_tile_positional_embedding = MllamaPrecomputedAspectRatioEmbedding(config, is_gated=True)
+
+        # layer norms
+        self.layernorm_pre = nn.LayerNorm(self.hidden_size)
+        self.layernorm_post = nn.LayerNorm(self.hidden_size)
+
+        # encoders
+        self.transformer = MllamaVisionEncoder(config, config.num_hidden_layers, is_gated=False)
+        self.global_transformer = MllamaVisionEncoder(config, config.num_global_layers, is_gated=True)
+
+        self.post_init()
+
+    def get_input_embeddings(self):
+        """
+        This function is used to fetch the first embedding layer to activate grads on inputs.
+        """
+        return self.patch_embedding
+
+    def apply_class_embedding(self, hidden_state: torch.Tensor) -> torch.Tensor:
+        batch_size, _, hidden_size = hidden_state.shape
+        class_embedding = self.class_embedding.expand(batch_size, 1, hidden_size)
+        hidden_state = torch.cat([class_embedding, hidden_state], dim=1)
+        return hidden_state
+
+    @merge_with_config_defaults
+    @capture_outputs
+    @auto_docstring
+    def forward(
+        self, pixel_values: torch.Tensor, aspect_ratio_ids: torch.Tensor, aspect_ratio_mask: torch.Tensor, **kwargs
+    ) -> BaseModelOutput:
+        r"""
+        aspect_ratio_ids (`torch.Tensor` of shape `(batch_size, max_num_images)`, *optional*):
+            Aspect ratio ids used to select the appropriate precomputed tile embeddings based on the aspect ratio of each input image.
+            These ids correspond to indices in the model's list of supported aspect ratios, offset by 1.
+
+            For example, if the model supports aspect ratios [[1, 1], [1, 2], [2, 1]]:
+            - An image with aspect ratio [1, 1] would have ID 1
+            - An image with aspect ratio [1, 2] would have ID 2
+            - An image with aspect ratio [2, 1] would have ID 3
+
+            The id 0 is reserved for padding (i.e., no image).
+
+            If an image has aspect ratio [1, 2], that means it was split into 2 tiles horizontally, and its `aspect_ratio_id` would be 2.
+        aspect_ratio_mask (`torch.Tensor` of shape `(batch_size, max_num_images, max_num_tiles)`, *optional*):
+            Mask to avoid performing attention on padding tiles. Mask values selected in `[0, 1]`:
+
+            - 1 for tiles that are **not masked**,
+            - 0 for tiles that are **masked**.
+
+        Example:
+
+        ```python
+        >>> from PIL import Image
+        >>> import httpx
+        >>> from io import BytesIO
+        >>> from transformers import AutoProcessor, MllamaVisionModel
+
+        >>> checkpoint = "meta-llama/Llama-3.2-11B-Vision"
+        >>> model = MllamaVisionModel.from_pretrained(checkpoint)
+        >>> processor = AutoProcessor.from_pretrained(checkpoint)
+
+        >>> url = "https://www.ilankelman.org/stopsigns/australia.jpg"
+        >>> with httpx.stream("GET", url) as response:
+        ...     image = Image.open(BytesIO(response.read()))
+        >>> inputs = processor(images=image, return_tensors="pt")
+
+        >>> output = model(**inputs)
+
+        >>> print(output.last_hidden_state.shape)
+        torch.Size([1, 1, 4, 1025, 7680])
+        ```
+        """
+        batch_size, num_concurrent_media, num_tiles, num_channels, height, width = pixel_values.shape
+
+        pixel_values = pixel_values.reshape(batch_size * num_concurrent_media * num_tiles, num_channels, height, width)
+        aspect_ratio_ids = aspect_ratio_ids.reshape(batch_size * num_concurrent_media, -1)
+
+        # Patch embedding
+        target_dtype = self.patch_embedding.weight.dtype
+        target_device = self.patch_embedding.weight.device
+        patch_embeds = self.patch_embedding(pixel_values.to(target_device, target_dtype))
+        hidden_state = patch_embeds.flatten(2).transpose(1, 2)
+
+        # Tile embeddings
+        _, num_patches, dim = hidden_state.shape
+        hidden_state = hidden_state.reshape(batch_size * num_concurrent_media, num_tiles, -1, dim)
+        hidden_state = self.pre_tile_positional_embedding(hidden_state, aspect_ratio_ids)
+
+        # Add cls token
+        hidden_state = hidden_state.reshape(batch_size * num_concurrent_media * num_tiles, num_patches, dim)
+        hidden_state = self.apply_class_embedding(hidden_state)
+        num_patches += 1
+
+        # Position embeddings
+        hidden_state = hidden_state.reshape(batch_size * num_concurrent_media, num_tiles, num_patches, dim)
+        hidden_state = self.gated_positional_embedding(hidden_state, aspect_ratio_ids)
+
+        hidden_state = self.layernorm_pre(hidden_state)
+
+        # Compute the number of tokens to pad
+        num_padding_patches = (8 - (hidden_state.shape[-2] % 8)) % 8
+        # Compute padding tuple for pad function
+        padding = (0, 0, 0, num_padding_patches)  # (pad_left, pad_right, pad_left for dim -2, pad_right for dim -2)
+        # Pad the tensor
+        hidden_state = F.pad(hidden_state, padding, mode="constant", value=0)
+        slice_index = -num_padding_patches if num_padding_patches > 0 else None
+
+        # Prepare attention mask
+        attention_mask = aspect_ratio_mask.reshape(batch_size * num_concurrent_media, -1)
+        attention_mask = _prepare_aspect_ratio_attention_mask(
+            aspect_ratio_mask=attention_mask,
+            num_patches=self.num_patches,
+            target_length=hidden_state.shape[2],
+            dtype=self.dtype,
+        )
+
+        # Apply encoder
+        hidden_state = hidden_state.view(batch_size * num_concurrent_media, -1, dim)
+        output = self.transformer(
+            hidden_state,
+            attention_mask=attention_mask,
+        )
+        hidden_state = output.last_hidden_state
+
+        hidden_state = self.layernorm_post(hidden_state)
+
+        # Apply global encoder
+        hidden_state = hidden_state.reshape(
+            batch_size * num_concurrent_media, num_tiles, num_patches + num_padding_patches, dim
+        )
+        hidden_state = self.post_tile_positional_embedding(hidden_state, aspect_ratio_ids)
+        hidden_state = hidden_state.reshape(
+            batch_size * num_concurrent_media, num_tiles * (num_patches + num_padding_patches), dim
+        )
+        global_output = self.global_transformer(
+            hidden_state,
+            attention_mask=attention_mask,
+        )
+        hidden_state = global_output.last_hidden_state
+
+        # Remove padding form hidden state
+        hidden_state = hidden_state.reshape(
+            batch_size * num_concurrent_media, num_tiles, num_patches + num_padding_patches, dim
+        )
+        hidden_state = hidden_state[:, :, :slice_index]
+        hidden_state = hidden_state.reshape(batch_size, num_concurrent_media, num_tiles, num_patches, dim)
+
+        # Collect intermediate layer outputs from encoder output
+        all_intermediate_hidden_states = [output.hidden_states[i] for i in self.intermediate_layers_indices]
+        intermediate_hidden_states = torch.stack(all_intermediate_hidden_states, dim=-1)
+
+        # Remove padding from intermediate hidden states
+        intermediate_hidden_states = intermediate_hidden_states.reshape(
+            batch_size * num_concurrent_media, num_tiles, num_patches + num_padding_patches, -1
+        )
+        intermediate_hidden_states = intermediate_hidden_states[:, :, :slice_index]
+        intermediate_hidden_states = intermediate_hidden_states.reshape(
+            batch_size, num_concurrent_media, num_tiles, num_patches, -1
+        )
+
+        # Concatenate final hidden state and intermediate hidden states
+        hidden_state = torch.cat([hidden_state, intermediate_hidden_states], dim=-1)
+
+        return BaseModelOutput(last_hidden_state=hidden_state)
+
+
+@auto_docstring(
+    custom_intro="""
+    The Mllama Text Model which consists of transformer with self and cross attention layers.
+    """
+)
+class MllamaTextModel(MllamaPreTrainedModel):
+    config: MllamaTextConfig
+    base_model_prefix = "language_model.model"
+    input_modalities = ("text",)
+
+    def __init__(self, config: MllamaTextConfig):
+        super().__init__(config)
+        self.padding_idx = config.pad_token_id
+        self.vocab_size = config.vocab_size
+        self.embed_tokens = nn.Embedding(config.vocab_size + 8, config.hidden_size, self.padding_idx)
+        self.cross_attention_layers = config.cross_attention_layers
+
+        layers = []
+        for layer_idx in range(config.num_hidden_layers):
+            if layer_idx in self.cross_attention_layers:
+                layers.append(MllamaCrossAttentionDecoderLayer(config, layer_idx))
+            else:
+                layers.append(MllamaSelfAttentionDecoderLayer(config, layer_idx))
+
+        self.layers = nn.ModuleList(layers)
+        self.norm = MllamaTextRMSNorm(config.hidden_size, eps=config.rms_norm_eps)
+        self.rotary_emb = MllamaRotaryEmbedding(config=config)
+
+        self.gradient_checkpointing = False
+        self.post_init()
+
+    @merge_with_config_defaults
+    @capture_outputs
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self,
+        input_ids: torch.LongTensor | None = None,
+        attention_mask: torch.Tensor | None = None,
+        position_ids: torch.LongTensor | None = None,
+        cross_attention_states: torch.FloatTensor | None = None,
+        cross_attention_mask: torch.Tensor | None = None,
+        full_text_row_masked_out_mask: tuple[torch.Tensor, torch.Tensor] | None = None,
+        past_key_values: Cache | None = None,
+        inputs_embeds: torch.FloatTensor | None = None,
+        use_cache: bool | None = None,
+        **kwargs: Unpack[FlashAttentionKwargs],
+    ) -> BaseModelOutputWithPast:
+        r"""
+        cross_attention_states (`torch.FloatTensor`, *optional*):
+            Output of the vision model, used for cross-attention. This tensor contains the processed image features that
+            the language model will attend to.
+        cross_attention_mask (`torch.Tensor` of shape `(batch_size, seq_length, max_num_images, max_num_tiles)`, *optional*):
+            Cross-attention mask to control the interaction between text tokens and image tiles.
+            This 4D tensor defines which image tiles each text token should attend to.
+
+            For each text token (in seq_length):
+            - 1 indicates the token **should attend** to the corresponding image tile
+            - 0 indicates the token **should not attend** to the corresponding image tile
+        full_text_row_masked_out_mask (`tuple[torch.Tensor, torch.Tensor]`, *optional*):
+            A tuple containing two tensors that mask out rows in the cross-attention mechanism:
+            - The first tensor has shape `(batch_size, 1, seq_length, 1)` and contains values of 0 or 1.
+              A value of 0 indicates that the corresponding text token's entire row in the cross-attention
+              matrix should be masked out (all image tokens ignored).
+            - The second tensor has the same shape and is used internally to apply the masking during
+              the forward pass of cross-attention layers.
+            This mask is derived from the cross_attention_mask and is used to handle cases where a text token
+            should not attend to any image token.
+
+        Example:
+
+        ```python
+        >>> from transformers import AutoProcessor, MllamaTextModel
+
+        >>> checkpoint = "meta-llama/Llama-3.2-11B-Vision"
+        >>> model = MllamaTextModel.from_pretrained(checkpoint)
+        >>> processor = AutoProcessor.from_pretrained(checkpoint)
+
+        >>> text = "<|image|>If I had to write a haiku for this one"
+        >>> inputs = processor(text=text, return_tensors="pt")
+
+        >>> output = model(**inputs)
+
+        >>> print(output.last_hidden_state.shape)
+        torch.Size([1, 13, 4096])
+        ```
+        """
+        use_cache = use_cache if use_cache is not None else self.config.use_cache
+
+        if (input_ids is None) ^ (inputs_embeds is not None):
+            raise ValueError("You must specify exactly one of input_ids or inputs_embeds")
+
+        if inputs_embeds is None:
+            inputs_embeds = self.embed_tokens(input_ids)
+
+        hidden_states = inputs_embeds
+
+        if use_cache and past_key_values is None:
+            past_key_values = DynamicCache(config=self.config)
+
+        if position_ids is None:
+            past_seen_tokens = past_key_values.get_seq_length() if past_key_values is not None else 0
+            position_ids = torch.arange(inputs_embeds.shape[1], device=inputs_embeds.device) + past_seen_tokens
+            position_ids = position_ids.unsqueeze(0)
+
+        causal_mask = create_causal_mask(
+            config=self.config,
+            inputs_embeds=inputs_embeds,
+            attention_mask=attention_mask,
+            past_key_values=past_key_values,
+            position_ids=position_ids,
+        )
+        position_embeddings = self.rotary_emb(hidden_states, position_ids=position_ids)
+
+        # decoder layers
+        for idx, decoder_layer in enumerate(self.layers):
+            # For text-only path we should skip cross attention layers.
+            # Let's check if the layer is cross attention layer and if we have cross attention states
+            # or cached cross attention states.
+            is_cross_attention_layer = idx in self.cross_attention_layers
+            is_cross_attention_cache_empty = past_key_values is None or (
+                past_key_values is not None and past_key_values.get_seq_length(idx) == 0
+            )
+
+            if is_cross_attention_layer and cross_attention_states is None and is_cross_attention_cache_empty:
+                continue
+
+            hidden_states = decoder_layer(
+                hidden_states,
+                cross_attention_states=cross_attention_states,
+                cross_attention_mask=cross_attention_mask,
+                attention_mask=causal_mask,
+                full_text_row_masked_out_mask=full_text_row_masked_out_mask,
+                position_ids=position_ids,
+                past_key_values=past_key_values,
+                use_cache=use_cache,
+                position_embeddings=position_embeddings,
+                **kwargs,
+            )
+
+        hidden_states = self.norm(hidden_states)
+
+        return BaseModelOutputWithPast(
+            last_hidden_state=hidden_states,
+            past_key_values=past_key_values,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    The Mllama Text Model with a language modeling head on top.
+    """
+)
+class MllamaForCausalLM(MllamaPreTrainedModel, GenerationMixin):
+    config: MllamaTextConfig
+    _can_compile_fullgraph = True  # only the LLM without cross attn can do compile
+    base_model_prefix = "language_model"
+
+    def __init__(self, config):
+        super().__init__(config.get_text_config())
+        self.text_config = config.get_text_config()
+        self.vocab_size = self.text_config.vocab_size
+        self.model = MllamaTextModel._from_config(self.text_config)
+        self.lm_head = nn.Linear(self.text_config.hidden_size, self.vocab_size, bias=False)
+
+        self.post_init()
+
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self,
+        input_ids: torch.LongTensor | None = None,
+        attention_mask: torch.Tensor | None = None,
+        position_ids: torch.LongTensor | None = None,
+        cross_attention_states: torch.LongTensor | None = None,
+        cross_attention_mask: torch.LongTensor | None = None,
+        full_text_row_masked_out_mask: tuple[torch.Tensor, torch.Tensor] | None = None,
+        past_key_values: Cache | None = None,
+        inputs_embeds: torch.FloatTensor | None = None,
+        labels: torch.LongTensor | None = None,
+        use_cache: bool | None = None,
+        logits_to_keep: int | torch.Tensor = 0,
+        **kwargs: Unpack[TransformersKwargs],
+    ) -> tuple | CausalLMOutputWithPast:
+        r"""
+        cross_attention_states (`torch.FloatTensor`, *optional*):
+            Output of the vision model, used for cross-attention. This tensor contains the processed image features that
+            the language model will attend to.
+        cross_attention_mask (`torch.Tensor` of shape `(batch_size, seq_length, max_num_images, max_num_tiles)`, *optional*):
+            Cross-attention mask to control the interaction between text tokens and image tiles.
+            This 4D tensor defines which image tiles each text token should attend to.
+
+            For each text token (in seq_length):
+            - 1 indicates the token **should attend** to the corresponding image tile
+            - 0 indicates the token **should not attend** to the corresponding image tile
+        full_text_row_masked_out_mask (`tuple[torch.Tensor, torch.Tensor]`, *optional*):
+            A tuple containing two tensors that mask out rows in the cross-attention mechanism:
+            - The first tensor has shape `(batch_size, 1, seq_length, 1)` and contains values of 0 or 1.
+              A value of 0 indicates that the corresponding text token's entire row in the cross-attention
+              matrix should be masked out (all image tokens ignored).
+            - The second tensor has the same shape and is used internally to apply the masking during
+              the forward pass of cross-attention layers.
+            This mask is derived from the cross_attention_mask and is used to handle cases where a text token
+            should not attend to any image token.
+        labels (`torch.LongTensor` of shape `(batch_size, sequence_length)`, *optional*):
+            Labels for computing the masked language modeling loss. Indices should either be in `[0, ...,
+            config.vocab_size]` or -100 (see `input_ids` docstring). Tokens with indices set to `-100` are ignored
+            (masked), the loss is only computed for the tokens with labels in `[0, ..., config.vocab_size]`.
+
+        Example:
+
+        ```python
+        >>> from transformers import AutoTokenizer, MllamaForCausalLM
+
+        >>> model = MllamaForCausalLM.from_pretrained("Llama-3.2-11B-Vision")
+        >>> tokenizer = AutoTokenizer.from_pretrained("Llama-3.2-11B-Vision")
+
+        >>> prompt = "If I had to write a haiku, it would be:"
+        >>> inputs = tokenizer(prompt, return_tensors="pt")
+
+        >>> # Generate
+        >>> generate_ids = model.generate(inputs.input_ids, max_length=40, do_sample=True, temperature=0.6)
+        >>> result = tokenizer.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
+        >>> print(result)
+        If I had to write a haiku, it would be: "Snowflakes gently fall" - simple, yet peaceful.
+        I love the idea of snowflakes gently falling, each one
+        ```
+        """
+        # decoder outputs consists of (dec_features, layer_state, dec_hidden, dec_attn)
+        outputs = self.model(
+            input_ids=input_ids,
+            cross_attention_states=cross_attention_states,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            cross_attention_mask=cross_attention_mask,
+            full_text_row_masked_out_mask=full_text_row_masked_out_mask,
+            past_key_values=past_key_values,
+            inputs_embeds=inputs_embeds,
+            use_cache=use_cache,
+            **kwargs,
+        )
+
+        hidden_states = outputs.last_hidden_state
+        slice_indices = slice(-logits_to_keep, None) if isinstance(logits_to_keep, int) else logits_to_keep
+        logits = self.lm_head(hidden_states[:, slice_indices, :]).float()
+
+        loss = None
+        if labels is not None:
+            loss = self.loss_function(logits, labels, self.vocab_size, **kwargs)
+
+        return CausalLMOutputWithPast(
+            loss=loss,
+            logits=logits,
+            past_key_values=outputs.past_key_values,
+            hidden_states=outputs.hidden_states,
+            attentions=outputs.attentions,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    The Mllama model which consists of a vision encoder and a language model without language modeling head.
+    """
+)
+class MllamaModel(MllamaPreTrainedModel):
+    def __init__(self, config: MllamaConfig):
+        super().__init__(config)
+        self.vocab_size = config.text_config.vocab_size
+        self.hidden_size = config.text_config.hidden_size
+        self.max_num_tiles = config.vision_config.max_num_tiles
+        self.vision_output_dim = config.vision_config.vision_output_dim
+
+        self.vision_model = MllamaVisionModel._from_config(config.vision_config)
+        self.language_model = MllamaTextModel._from_config(config.text_config)
+        self.multi_modal_projector = nn.Linear(
+            config.vision_config.vision_output_dim,
+            config.text_config.hidden_size,
+            bias=True,
+        )
+        self.post_init()
+
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self,
+        input_ids: torch.LongTensor | None = None,
+        pixel_values: torch.FloatTensor | None = None,
+        aspect_ratio_mask: torch.Tensor | None = None,
+        aspect_ratio_ids: torch.Tensor | None = None,
+        attention_mask: torch.Tensor | None = None,
+        cross_attention_mask: torch.Tensor | None = None,
+        cross_attention_states: torch.Tensor | None = None,
+        position_ids: torch.LongTensor | None = None,
+        past_key_values: Cache | None = None,
+        inputs_embeds: torch.FloatTensor | None = None,
+        use_cache: bool | None = None,
+        **kwargs: Unpack[FlashAttentionKwargs],
+    ) -> BaseModelOutputWithPast:
+        r"""
+        aspect_ratio_mask (`torch.Tensor` of shape `(batch_size, max_num_images, max_num_tiles)`, *optional*):
+            Mask to avoid performing attention on padding tiles. Mask values selected in `[0, 1]`:
+
+            - 1 for tiles that are **not masked**,
+            - 0 for tiles that are **masked**.
+        aspect_ratio_ids (`torch.Tensor` of shape `(batch_size, max_num_images)`, *optional*):
+            Aspect ratio ids used to select the appropriate precomputed tile embeddings based on the aspect ratio of each input image.
+            These ids correspond to indices in the model's list of supported aspect ratios, offset by 1.
+
+            For example, if the model supports aspect ratios [[1, 1], [1, 2], [2, 1]]:
+            - An image with aspect ratio [1, 1] would have ID 1
+            - An image with aspect ratio [1, 2] would have ID 2
+            - An image with aspect ratio [2, 1] would have ID 3
+
+            The id 0 is reserved for padding (i.e., no image).
+
+            If an image has aspect ratio [1, 2], that means it was split into 2 tiles horizontally, and its `aspect_ratio_id` would be 2.
+        cross_attention_mask (`torch.Tensor` of shape `(batch_size, seq_length, max_num_images, max_num_tiles)`, *optional*):
+            Cross-attention mask to control the interaction between text tokens and image tiles.
+            This 4D tensor defines which image tiles each text token should attend to.
+
+            For each text token (in seq_length):
+            - 1 indicates the token **should attend** to the corresponding image tile
+            - 0 indicates the token **should not attend** to the corresponding image tile
+        cross_attention_states (`torch.FloatTensor`, *optional*):
+            Output of the vision model, used for cross-attention. This tensor contains the processed image features that
+            the language model will attend to.
+        """
+        if (input_ids is None) ^ (inputs_embeds is not None):
+            raise ValueError("You must specify exactly one of input_ids or inputs_embeds")
+
+        if pixel_values is not None and cross_attention_states is not None:
+            raise ValueError("`pixel_values` and `cross_attention_states` cannot be provided simultaneously")
+
+        if pixel_values is not None:
+            if aspect_ratio_ids is None:
+                raise ValueError("`aspect_ratio_ids` must be provided if `pixel_values` is provided")
+            # get vision tokens from vision model
+            vision_outputs = self.vision_model(
+                pixel_values=pixel_values,
+                aspect_ratio_ids=aspect_ratio_ids,
+                aspect_ratio_mask=aspect_ratio_mask,
+            )
+            cross_attention_states = vision_outputs.last_hidden_state
+            cross_attention_states = self.multi_modal_projector(cross_attention_states).reshape(
+                -1, cross_attention_states.shape[-2], self.hidden_size
+            )
+
+        if cross_attention_mask is not None:
+            cross_attention_mask, full_text_row_masked_out_mask = _prepare_cross_attention_mask(
+                cross_attention_mask,
+                num_vision_tokens=self.vision_model.num_patches,
+                dtype=self.dtype,
+            )
+        else:
+            full_text_row_masked_out_mask = None
+
+        if cross_attention_mask is not None:
+            past_seen_tokens = past_key_values.get_seq_length() if past_key_values is not None else 0
+            seq_len = input_ids.shape[1] if input_ids is not None else inputs_embeds.shape[1]
+            device = input_ids.device if input_ids is not None else inputs_embeds.device
+            current_pos = torch.arange(seq_len, device=device) + past_seen_tokens
+
+            cross_attention_mask = cross_attention_mask[:, :, current_pos]
+            full_text_row_masked_out_mask = full_text_row_masked_out_mask[:, :, current_pos]
+
+        outputs = self.language_model(
+            input_ids=input_ids,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            cross_attention_states=cross_attention_states,
+            cross_attention_mask=cross_attention_mask,
+            full_text_row_masked_out_mask=full_text_row_masked_out_mask,
+            past_key_values=past_key_values,
+            use_cache=use_cache,
+            inputs_embeds=inputs_embeds,
+            **kwargs,
+        )
+
+        return BaseModelOutputWithPast(
+            last_hidden_state=outputs.last_hidden_state,
+            past_key_values=outputs.past_key_values,
+            hidden_states=outputs.hidden_states,
+            attentions=outputs.attentions,
+        )
+
+
+@auto_docstring(
+    custom_intro="""
+    The Mllama model which consists of a vision encoder and a language model.
+    """,
+)
+class MllamaForConditionalGeneration(MllamaPreTrainedModel, GenerationMixin):
+    # _tied_weights_keys = {"lm_head.weight": "model.language_moddel.embed_tokens.weight"}
+
+    def __init__(self, config: MllamaConfig):
+        super().__init__(config)
+        self.model = MllamaModel(config)
+        self.lm_head = nn.Linear(config.text_config.hidden_size, config.text_config.vocab_size, bias=False)
+        self.post_init()
+
+    @can_return_tuple
+    @auto_docstring
+    def forward(
+        self,
+        input_ids: torch.LongTensor | None = None,
+        pixel_values: torch.FloatTensor | None = None,
+        aspect_ratio_mask: torch.Tensor | None = None,
+        aspect_ratio_ids: torch.Tensor | None = None,
+        attention_mask: torch.Tensor | None = None,
+        cross_attention_mask: torch.Tensor | None = None,
+        cross_attention_states: torch.Tensor | None = None,
+        position_ids: torch.LongTensor | None = None,
+        past_key_values: Cache | None = None,
+        inputs_embeds: torch.FloatTensor | None = None,
+        labels: torch.LongTensor | None = None,
+        use_cache: bool | None = None,
+        logits_to_keep: int | torch.Tensor = 0,
+        **kwargs: Unpack[TransformersKwargs],
+    ) -> tuple | CausalLMOutputWithPast:
+        r"""
+        aspect_ratio_mask (`torch.Tensor` of shape `(batch_size, max_num_images, max_num_tiles)`, *optional*):
+            Mask to avoid performing attention on padding tiles. Mask values selected in `[0, 1]`:
+
+            - 1 for tiles that are **not masked**,
+            - 0 for tiles that are **masked**.
+        aspect_ratio_ids (`torch.Tensor` of shape `(batch_size, max_num_images)`, *optional*):
+            Aspect ratio ids used to select the appropriate precomputed tile embeddings based on the aspect ratio of each input image.
+            These ids correspond to indices in the model's list of supported aspect ratios, offset by 1.
+
+            For example, if the model supports aspect ratios [[1, 1], [1, 2], [2, 1]]:
+            - An image with aspect ratio [1, 1] would have ID 1
+            - An image with aspect ratio [1, 2] would have ID 2
+            - An image with aspect ratio [2, 1] would have ID 3
+
+            The id 0 is reserved for padding (i.e., no image).
+
+            If an image has aspect ratio [1, 2], that means it was split into 2 tiles horizontally, and its `aspect_ratio_id` would be 2.
+        cross_attention_mask (`torch.Tensor` of shape `(batch_size, seq_length, max_num_images, max_num_tiles)`, *optional*):
+            Cross-attention mask to control the interaction between text tokens and image tiles.
+            This 4D tensor defines which image tiles each text token should attend to.
+
+            For each text token (in seq_length):
+            - 1 indicates the token **should attend** to the corresponding image tile
+            - 0 indicates the token **should not attend** to the corresponding image tile
+        cross_attention_states (`torch.FloatTensor`, *optional*):
+            Output of the vision model, used for cross-attention. This tensor contains the processed image features that
+            the language model will attend to.
+        labels (`torch.LongTensor` of shape `(batch_size, sequence_length)`, *optional*):
+            Labels for computing the masked language modeling loss. Indices should either be in `[0, ...,
+            config.vocab_size]` or -100 (see `input_ids` docstring). Tokens with indices set to `-100` are ignored
+            (masked), the loss is only computed for the tokens with labels in `[0, ..., config.vocab_size]`.
+
+        Example:
+
+        ```python
+        >>> from PIL import Image
+        >>> import httpx
+        >>> from io import BytesIO
+        >>> from transformers import AutoProcessor, MllamaForConditionalGeneration
+
+        >>> checkpoint = "meta-llama/Llama-3.2-11B-Vision"
+        >>> model = MllamaForConditionalGeneration.from_pretrained(checkpoint)
+        >>> processor = AutoProcessor.from_pretrained(checkpoint)
+
+        >>> prompt = "<|image|>If I had to write a haiku for this one"
+        >>> url = "https://www.ilankelman.org/stopsigns/australia.jpg"
+        >>> with httpx.stream("GET", url) as response:
+        ...     image = Image.open(BytesIO(response.read()))
+
+        >>> inputs = processor(text=prompt, images=image, return_tensors="pt")
+
+        >>> # Generate
+        >>> output = model.generate(**inputs, max_new_tokens=15)
+
+        >>> prompt_len = inputs.input_ids.shape[-1]
+        >>> generated_ids = output[:, prompt_len:]
+        >>> generated_text = processor.batch_decode(generated_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)
+        >>> print(generated_text)
+        [', it would be:.\\nA stop sign in Chinatown.\\n']
+        ```
+        """
+        outputs = self.model(
+            input_ids=input_ids,
+            pixel_values=pixel_values,
+            aspect_ratio_mask=aspect_ratio_mask,
+            aspect_ratio_ids=aspect_ratio_ids,
+            cross_attention_mask=cross_attention_mask,
+            cross_attention_states=cross_attention_states,
+            attention_mask=attention_mask,
+            position_ids=position_ids,
+            past_key_values=past_key_values,
+            inputs_embeds=inputs_embeds,
+            use_cache=use_cache,
+            **kwargs,
+        )
+
+        hidden_states = outputs.last_hidden_state
+        # Only compute necessary logits, and do not upcast them to float if we are not computing the loss
+        slice_indices = slice(-logits_to_keep, None) if isinstance(logits_to_keep, int) else logits_to_keep
+        logits = self.lm_head(hidden_states[:, slice_indices, :])
+
+        loss = None
+        if labels is not None:
+            loss = self.loss_function(logits, labels, self.config.text_config.vocab_size, **kwargs)
+
+        return CausalLMOutputWithPast(
+            loss=loss,
+            logits=logits,
+            past_key_values=outputs.past_key_values,
+            hidden_states=outputs.hidden_states,
+            attentions=outputs.attentions,
+        )
+
+    def prepare_inputs_for_generation(
+        self,
+        input_ids=None,
+        inputs_embeds=None,
+        attention_mask=None,
+        position_ids=None,
+        pixel_values=None,
+        aspect_ratio_ids=None,
+        aspect_ratio_mask=None,
+        cross_attention_mask=None,
+        past_key_values=None,
+        use_cache=False,
+        logits_to_keep=None,
+        is_first_iteration=False,
+        **kwargs,
+    ):
+        # Overwritten -- in specific circumstances we don't want to forward image inputs to the model
+
+        model_inputs = super().prepare_inputs_for_generation(
+            input_ids,
+            past_key_values=past_key_values,
+            use_cache=use_cache,
+            inputs_embeds=inputs_embeds,
+            position_ids=position_ids,
+            attention_mask=attention_mask,
+            pixel_values=pixel_values,
+            aspect_ratio_ids=aspect_ratio_ids,
+            aspect_ratio_mask=aspect_ratio_mask,
+            cross_attention_mask=cross_attention_mask,
+            logits_to_keep=logits_to_keep,
+            is_first_iteration=is_first_iteration,
+            **kwargs,
+        )
+
+        # If we're in pre-fill or cacheless decoding step, then we need pixel_values and aspect ratios
+        # to compute image hidden states, otherwise they are cached within each cross attn layer
+        if not is_first_iteration and use_cache:
+            model_inputs["pixel_values"] = None
+            model_inputs["aspect_ratio_ids"] = None
+            model_inputs["aspect_ratio_mask"] = None
+
+        return model_inputs
+
+    def _update_model_kwargs_for_generation(self, outputs, model_kwargs, is_encoder_decoder, **kwargs):
+        cross_attention_mask_prev = model_kwargs.get("cross_attention_mask", None)
+        model_kwargs = super()._update_model_kwargs_for_generation(
+            outputs=outputs,
+            model_kwargs=model_kwargs,
+            is_encoder_decoder=is_encoder_decoder,
+            **kwargs,
+        )
+
+        # add cross-attn mask for new token
+        if cross_attention_mask_prev is not None:
+            model_kwargs["cross_attention_mask"] = torch.cat(
+                [cross_attention_mask_prev, cross_attention_mask_prev[:, -1:, ...]], dim=1
+            )
+        return model_kwargs
+
+
+__all__ = [
+    "MllamaForConditionalGeneration",
+    "MllamaForCausalLM",
+    "MllamaTextModel",
+    "MllamaVisionModel",
+    "MllamaPreTrainedModel",
+    "MllamaModel",
+]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/processing_mllama.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/processing_mllama.py
new file mode 100644
index 0000000000000000000000000000000000000000..2a604b4cf0b0eaa1449482e6af48611dec5875ab
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/mllama/processing_mllama.py
@@ -0,0 +1,311 @@
+# Copyright 2024 The HuggingFace Inc. team.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Processor class for Mllama."""
+
+import numpy as np
+
+from ...feature_extraction_utils import BatchFeature
+from ...image_utils import ImageInput, make_nested_list_of_images
+from ...processing_utils import ProcessingKwargs, ProcessorMixin, Unpack
+from ...tokenization_utils_base import PreTokenizedInput, TextInput
+from ...utils import auto_docstring
+
+
+class MllamaProcessorKwargs(ProcessingKwargs, total=False):
+    _defaults = {
+        "image_kwargs": {
+            "max_image_tiles": 4,
+        },
+    }
+
+
+def get_cross_attention_token_mask(input_ids: list[int], image_token_id: int) -> list[list[int]]:
+    """
+    Generate a cross-attention token mask for image tokens in the input sequence.
+
+    This function identifies the positions of image tokens in the input sequence and creates
+    a mask that defines which subsequent tokens each image token should attend to.
+
+    Args:
+        input_ids (list[int]): A list of token ids representing the input sequence.
+        image_token_id (int): The id of the token used to represent images in the sequence.
+
+    Returns:
+        list[list[int]]: A list of [start, end] pairs, where each pair represents the range
+        of tokens an image token should attend to.
+
+    Notes:
+        - If no image tokens are present, an empty list is returned.
+        - For a single image token, it attends to all subsequent tokens until the end of the sequence.
+        - For multiple image tokens, each attends to tokens up to the next image token or the end of the sequence.
+        - Consecutive image tokens are treated as a group and attend to all subsequent tokens together.
+    """
+
+    image_token_locations = [i for i, token in enumerate(input_ids) if token == image_token_id]
+
+    if len(image_token_locations) == 0:
+        return []
+
+    # only one image present, unmask until end of sequence
+    if len(image_token_locations) == 1:
+        return [[image_token_locations[0], -1]]
+
+    vision_masks = [[loc1, loc2] for loc1, loc2 in zip(image_token_locations[:-1], image_token_locations[1:])]
+
+    # last image will attend to all subsequent text
+    vision_masks.append([image_token_locations[-1], len(input_ids)])
+
+    # if there are two or more consecutive vision tokens,
+    # they should all attend to all subsequent
+    # text present
+    last_mask_end = vision_masks[-1][1]
+    for vision_mask in vision_masks[::-1]:
+        if vision_mask[0] == vision_mask[1] - 1:
+            vision_mask[1] = last_mask_end
+        last_mask_end = vision_mask[1]
+
+    return vision_masks
+
+
+def convert_sparse_cross_attention_mask_to_dense(
+    cross_attention_token_mask: list[list[list[int]]],
+    num_tiles: list[list[int]],
+    max_num_tiles: int,
+    length: int,
+) -> np.ndarray:
+    """
+    Convert the cross attention mask indices to a cross attention mask 4D array.
+
+    This function takes a sparse representation of cross attention masks and converts it to a dense 4D numpy array.
+    The sparse representation is a nested list structure that defines attention ranges for each image in each batch item.
+
+    Args:
+        cross_attention_token_mask (list[list[list[int]]]): A nested list structure where:
+            - The outer list represents the batch dimension.
+            - The middle list represents different images within each batch item.
+            - The inner list contains pairs of integers [start, end] representing token ranges for each image.
+        num_tiles (list[list[int]]): A nested list structure specifying the number of tiles for each image in each batch item.
+        max_num_tiles (int): The maximum possible number of tiles.
+        length (int): The total sequence length of the input.
+
+    Returns:
+        np.ndarray: A 4D numpy array of shape (batch_size, length, max_num_images, max_num_tiles)
+            The array contains `1` where attention is allowed and `0` where it is not.
+
+    Note:
+        - Special handling is done for cases where the end token is -1, which is interpreted as attending to the end of the sequence.
+    """
+
+    batch_size = len(cross_attention_token_mask)
+    max_num_images = max(len(masks) for masks in cross_attention_token_mask)
+
+    cross_attention_mask = np.zeros(
+        shape=(batch_size, length, max_num_images, max_num_tiles),
+        dtype=np.int64,
+    )
+
+    for sample_idx, (sample_masks, sample_num_tiles) in enumerate(zip(cross_attention_token_mask, num_tiles)):
+        for mask_idx, (locations, mask_num_tiles) in enumerate(zip(sample_masks, sample_num_tiles)):
+            if len(locations) == 2:
+                start, end = locations
+                end = min(end, length)
+                if end == -1:
+                    end = length
+                cross_attention_mask[sample_idx, start:end, mask_idx, :mask_num_tiles] = 1
+    return cross_attention_mask
+
+
+def build_string_from_input(prompt: str, bos_token: str, image_token: str) -> str:
+    """
+    Builds a string from the input prompt by adding `bos_token` if not already present.
+
+    Args:
+        prompt (`str`):
+            The input prompt string.
+        bos_token (`str`):
+            The beginning of sentence token to be added.
+        image_token (`str`):
+            The image token used to identify the start of an image sequence.
+
+    Returns:
+        str: The modified prompt string with the `bos_token` added if necessary.
+
+    Examples:
+        >>> build_string_from_input("Hello world", "<begin_of_text>", "<|image|>")
+        '<begin_of_text>Hello world'
+
+        >>> build_string_from_input("<|image|>Hello world", "<begin_of_text>", "<|image|>")
+        '<|image|><begin_of_text>Hello world'
+
+        >>> build_string_from_input("<begin_of_text>Hello world", "<begin_of_text>", "<|image|>")
+        '<begin_of_text>Hello world'
+    """
+
+    if bos_token in prompt:
+        return prompt
+
+    num_image_tokens_on_start = 0
+    while prompt.startswith(image_token):
+        prompt = prompt[len(image_token) :]
+        num_image_tokens_on_start += 1
+
+    return f"{image_token * num_image_tokens_on_start}{bos_token}{prompt}"
+
+
+@auto_docstring
+class MllamaProcessor(ProcessorMixin):
+    def __init__(self, image_processor, tokenizer, chat_template=None):
+        if not hasattr(tokenizer, "image_token"):
+            self.image_token = "<|image|>"
+            self.image_token_id = tokenizer.convert_tokens_to_ids(self.image_token)
+        else:
+            self.image_token = tokenizer.image_token
+            self.image_token_id = tokenizer.image_token_id
+
+        self.python_token = "<|python_tag|>"
+        self.python_token_id = tokenizer.convert_tokens_to_ids(self.python_token)
+        self.bos_token = tokenizer.bos_token
+        super().__init__(image_processor, tokenizer, chat_template=chat_template)
+
+    @auto_docstring
+    def __call__(
+        self,
+        images: ImageInput | None = None,
+        text: TextInput | PreTokenizedInput | list[TextInput] | list[PreTokenizedInput] | None = None,
+        **kwargs: Unpack[MllamaProcessorKwargs],
+    ) -> BatchFeature:
+        r"""
+        Returns:
+            [`BatchFeature`]: A [`BatchFeature`] with the following fields:
+
+            - **input_ids** -- List of token ids to be fed to a model. Returned when `text` is not `None`.
+            - **attention_mask** -- List of indices specifying which tokens should be attended to by the model (when
+              `return_attention_mask=True` or if *"attention_mask"* is in `self.model_input_names` and if `text` is not
+              `None`).
+            - **pixel_values** -- Pixel values to be fed to a model. Returned when `images` is not `None`.
+            TODO: add aspect_ratio_ids and aspect_ratio_mask and cross_attention_mask
+        """
+        if text is None and images is None:
+            raise ValueError("You must specify either text or images.")
+
+        output_kwargs = self._merge_kwargs(
+            MllamaProcessorKwargs,
+            tokenizer_init_kwargs=self.tokenizer.init_kwargs,
+            **kwargs,
+        )
+        return_tensors = output_kwargs["text_kwargs"].pop("return_tensors", None)
+
+        data = {}
+        if text is not None:
+            if isinstance(text, str):
+                text = [text]
+            elif not (isinstance(text, (list, tuple)) and all(isinstance(t, str) for t in text)):
+                raise ValueError("Invalid input text. Please provide a string, or a list of strings")
+            n_images_in_text = [t.count(self.image_token) for t in text]
+            text = [build_string_from_input(text_item, self.bos_token, self.image_token) for text_item in text]
+            encoding = self.tokenizer(text, **output_kwargs["text_kwargs"])
+            self._check_special_mm_tokens(text, encoding, modalities=["image"])
+            n_images_in_ids = [token_ids.count(self.image_token_id) for token_ids in encoding["input_ids"]]
+            data.update(encoding)
+
+        n_images_in_images = [0]
+        if images is not None:
+            images = self.image_processor.fetch_images(images)
+            images = make_nested_list_of_images(images)
+            n_images_in_images = [len(sample) for sample in images]
+
+        if text is not None:
+            if any(batch_img == 0 for batch_img in n_images_in_text) and not all(
+                batch_img == 0 for batch_img in n_images_in_text
+            ):
+                raise ValueError(
+                    "If a batch of text is provided, there should be either no images or at least one image per sample"
+                )
+            if sum(n_images_in_text) > 0 and (
+                n_images_in_images != n_images_in_text or n_images_in_ids != n_images_in_images
+            ):
+                if images is None:
+                    raise ValueError("No image were provided, but there are image tokens in the prompt")
+                else:
+                    add_message = ""
+                    if sum(n_images_in_images) == sum(n_images_in_text) and n_images_in_images != n_images_in_text:
+                        add_message = "Make sure to pass your images as a nested list, where each sub-list holds images per batch"
+                    elif n_images_in_ids != n_images_in_images:
+                        add_message = "If you activated truncation with `max_length`, increase the `max_length` so image tokens aren't cropped."
+
+                    raise ValueError(
+                        f"The number of image tokens in each text ({n_images_in_text}) should be the same as the "
+                        f"number of provided images per batch ({n_images_in_images}). {add_message}"
+                    )
+
+        if images is not None:
+            image_features = self.image_processor(images, **output_kwargs["images_kwargs"])
+            num_tiles = image_features.pop("num_tiles")
+            data.update(image_features)
+
+        # Create cross attention mask
+        if images is not None and text is not None:
+            cross_attention_token_mask = [
+                get_cross_attention_token_mask(token_ids, self.image_token_id) for token_ids in encoding["input_ids"]
+            ]
+            cross_attention_mask = convert_sparse_cross_attention_mask_to_dense(
+                cross_attention_token_mask,
+                num_tiles=num_tiles,
+                max_num_tiles=self.image_processor.max_image_tiles,
+                length=max(len(input_ids) for input_ids in encoding["input_ids"]),
+            )
+            data["cross_attention_mask"] = cross_attention_mask
+
+        return BatchFeature(data=data, tensor_type=return_tensors)
+
+    def post_process_image_text_to_text(
+        self, generated_outputs, skip_special_tokens=True, clean_up_tokenization_spaces=False, **kwargs
+    ):
+        """
+        Post-process the output of the model to decode the text.
+
+        Args:
+            generated_outputs (`torch.Tensor` or `np.ndarray`):
+                The output of the model `generate` function. The output is expected to be a tensor of shape `(batch_size, sequence_length)`
+                or `(sequence_length,)`.
+            skip_special_tokens (`bool`, *optional*, defaults to `True`):
+                Whether or not to remove special tokens in the output. Argument passed to the tokenizer's `batch_decode` method.
+            clean_up_tokenization_spaces (`bool`, *optional*, defaults to `False`):
+                Whether or not to clean up the tokenization spaces. Argument passed to the tokenizer's `batch_decode` method.
+            **kwargs:
+                Additional arguments to be passed to the tokenizer's `batch_decode method`.
+
+        Returns:
+            `list[str]`: The decoded text.
+        """
+        return self.tokenizer.batch_decode(
+            generated_outputs,
+            skip_special_tokens=skip_special_tokens,
+            clean_up_tokenization_spaces=clean_up_tokenization_spaces,
+            **kwargs,
+        )
+
+    @property
+    def model_input_names(self):
+        tokenizer_input_names = self.tokenizer.model_input_names
+        image_processor_input_names = self.image_processor.model_input_names
+
+        # Remove `num_tiles`, it is popped and used only when processing. Make a copy of list when removing
+        # otherwise `self.image_processor.model_input_names` is also modified
+        image_processor_input_names = [name for name in image_processor_input_names if name != "num_tiles"]
+        return list(tokenizer_input_names + image_processor_input_names + ["cross_attention_mask"])
+
+
+__all__ = ["MllamaProcessor"]
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/modernbert_decoder/__init__.py b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/modernbert_decoder/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..8f29efca0bf52a68509d3b58ad3ca456f216a042
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/.venv_qwen35_uv/lib/python3.12/site-packages/transformers/models/modernbert_decoder/__init__.py
@@ -0,0 +1,27 @@
+# Copyright 2024 The HuggingFace Inc. team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+from typing import TYPE_CHECKING
+
+from ...utils import _LazyModule
+from ...utils.import_utils import define_import_structure
+
+
+if TYPE_CHECKING:
+    from .configuration_modernbert_decoder import *
+    from .modeling_modernbert_decoder import *
+else:
+    import sys
+
+    _file = globals()["__file__"]
+    sys.modules[__name__] = _LazyModule(__name__, _file, define_import_structure(_file), module_spec=__spec__)
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_llmclean_qwen36_35b_articlefull_full_rev8_3gpu_resume_20260531_120957.outer.log b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_llmclean_qwen36_35b_articlefull_full_rev8_3gpu_resume_20260531_120957.outer.log
new file mode 100644
index 0000000000000000000000000000000000000000..2e8d53dc78869e7f6e0d0658df1f810d0e5377c7
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_llmclean_qwen36_35b_articlefull_full_rev8_3gpu_resume_20260531_120957.outer.log
@@ -0,0 +1,27447 @@
+[llmclean 8gpu reverse] GPU_PORTS=0:8008 1:8009 2:8010
+[llmclean 8gpu reverse] API_BASES=http://127.0.0.1:8008/v1,http://127.0.0.1:8009/v1,http://127.0.0.1:8010/v1
+[llmclean 8gpu reverse] workers=36 max_inflight=72
+[llmclean 8gpu reverse] reverse=1
+[llmclean 8gpu reverse] min_doc_idx=0 max_doc_idx=0
+[llmclean 8gpu reverse] out=cache/owt_llmclean_qwen36_35b_articlefull_full_rev8
+[vllm replicas] starting gpu=0 port=8008 log=logs/vllm_qwen36_35b_a3b_gpu0_port8008.log
+[vllm replicas] starting gpu=1 port=8009 log=logs/vllm_qwen36_35b_a3b_gpu1_port8009.log
+[vllm replicas] starting gpu=2 port=8010 log=logs/vllm_qwen36_35b_a3b_gpu2_port8010.log
+[vllm replicas] endpoints:
+  http://127.0.0.1:8008/v1
+  http://127.0.0.1:8009/v1
+  http://127.0.0.1:8010/v1
+[llmclean 8gpu reverse] waiting for vLLM endpoints...
+[llm clean] data=/e2e-data/evad-tech-vla/wanghan58/data/small_benchmarks/langflow_2604_11748/openwebtext input_jsonl= out=cache/owt_llmclean_qwen36_35b_articlefull_full_rev8 model=qwen36-35b-a3b workers=36 api_bases=http://127.0.0.1:8008/v1,http://127.0.0.1:8009/v1,http://127.0.0.1:8010/v1 prompt_style=shortessay max_docs=0 min_doc_idx=0 max_doc_idx=0 max_chunks=0 max_keep_chunks=0 resume=1 reverse=1 existing_keys=1853120 existing_kept=2381552 existing_rejected=84244
+[llm clean] completed=100 submitted=171 kept=2381650 rejected=84246 last=keep reason=rewritten
+[llm clean] completed=200 submitted=271 kept=2381748 rejected=84248 last=keep reason=rewritten
+[llm clean] completed=300 submitted=371 kept=2381847 rejected=84249 last=keep reason=rewritten
+[llm clean] completed=400 submitted=471 kept=2381946 rejected=84250 last=keep reason=rewritten
+[llm clean] completed=500 submitted=571 kept=2382042 rejected=84254 last=keep reason=rewritten
+[llm clean] completed=600 submitted=671 kept=2382138 rejected=84258 last=keep reason=rewritten
+[llm clean] completed=700 submitted=771 kept=2382233 rejected=84263 last=keep reason=rewritten
+[llm clean] completed=800 submitted=871 kept=2382332 rejected=84264 last=keep reason=rewritten
+[llm clean] completed=900 submitted=970 kept=2382418 rejected=84278 last=keep reason=rewritten
+[llm clean] completed=1000 submitted=1071 kept=2382502 rejected=84294 last=keep reason=rewritten
+[llm clean] completed=1100 submitted=1171 kept=2382601 rejected=84295 last=keep reason=rewritten
+[llm clean] completed=1200 submitted=1271 kept=2382693 rejected=84303 last=keep reason=rewritten
+[llm clean] completed=1300 submitted=1371 kept=2382792 rejected=84304 last=keep reason=rewritten
+[llm clean] completed=1400 submitted=1471 kept=2382890 rejected=84306 last=keep reason=rewritten
+[llm clean] completed=1500 submitted=1571 kept=2382987 rejected=84309 last=keep reason=rewritten
+[llm clean] completed=1600 submitted=1671 kept=2383085 rejected=84311 last=keep reason=rewritten
+[llm clean] completed=1700 submitted=1771 kept=2383182 rejected=84314 last=keep reason=rewritten
+[llm clean] completed=1800 submitted=1871 kept=2383279 rejected=84317 last=keep reason=rewritten
+[llm clean] completed=1900 submitted=1971 kept=2383379 rejected=84317 last=keep reason=rewritten
+[llm clean] completed=2000 submitted=2071 kept=2383478 rejected=84318 last=keep reason=rewritten
+[llm clean] completed=2100 submitted=2171 kept=2383575 rejected=84321 last=keep reason=rewritten
+[llm clean] completed=2200 submitted=2271 kept=2383672 rejected=84324 last=keep reason=rewritten
+[llm clean] completed=2300 submitted=2371 kept=2383771 rejected=84325 last=keep reason=rewritten
+[llm clean] completed=2400 submitted=2471 kept=2383858 rejected=84338 last=reject reason=The text is a disjointed collection of conspiracy theories, religious propaganda, and unrelated video metadata. It lacks
+[llm clean] completed=2500 submitted=2571 kept=2383954 rejected=84342 last=keep reason=rewritten
+[llm clean] completed=2600 submitted=2671 kept=2384050 rejected=84346 last=keep reason=rewritten
+[llm clean] completed=2700 submitted=2771 kept=2384146 rejected=84350 last=keep reason=rewritten
+[llm clean] completed=2800 submitted=2871 kept=2384237 rejected=84359 last=keep reason=rewritten
+[llm clean] completed=2900 submitted=2971 kept=2384336 rejected=84360 last=keep reason=rewritten
+[llm clean] completed=3000 submitted=3071 kept=2384435 rejected=84361 last=keep reason=rewritten
+[llm clean] completed=3100 submitted=3171 kept=2384533 rejected=84363 last=keep reason=rewritten
+[llm clean] completed=3200 submitted=3271 kept=2384633 rejected=84363 last=keep reason=rewritten
+[llm clean] completed=3300 submitted=3371 kept=2384726 rejected=84370 last=keep reason=rewritten
+[llm clean] completed=3400 submitted=3471 kept=2384806 rejected=84390 last=keep reason=rewritten
+[llm clean] completed=3500 submitted=3571 kept=2384901 rejected=84395 last=keep reason=rewritten
+[llm clean] completed=3600 submitted=3671 kept=2384998 rejected=84398 last=keep reason=rewritten
+[llm clean] completed=3700 submitted=3771 kept=2385095 rejected=84401 last=keep reason=rewritten
+[llm clean] completed=3800 submitted=3871 kept=2385195 rejected=84401 last=keep reason=rewritten
+[llm clean] completed=3900 submitted=3971 kept=2385294 rejected=84402 last=keep reason=rewritten
+[llm clean] completed=4000 submitted=4071 kept=2385391 rejected=84405 last=keep reason=rewritten
+[llm clean] completed=4100 submitted=4171 kept=2385484 rejected=84412 last=keep reason=rewritten
+[llm clean] completed=4200 submitted=4271 kept=2385579 rejected=84417 last=keep reason=rewritten
+[llm clean] completed=4300 submitted=4371 kept=2385677 rejected=84419 last=keep reason=rewritten
+[llm clean] completed=4400 submitted=4471 kept=2385773 rejected=84423 last=keep reason=rewritten
+[llm clean] completed=4500 submitted=4571 kept=2385867 rejected=84429 last=keep reason=rewritten
+[llm clean] completed=4600 submitted=4671 kept=2385964 rejected=84432 last=keep reason=rewritten
+[llm clean] completed=4700 submitted=4771 kept=2386062 rejected=84434 last=keep reason=rewritten
+[llm clean] completed=4800 submitted=4871 kept=2386162 rejected=84434 last=keep reason=rewritten
+[llm clean] completed=4900 submitted=4971 kept=2386261 rejected=84435 last=keep reason=rewritten
+[llm clean] completed=5000 submitted=5071 kept=2386357 rejected=84439 last=keep reason=rewritten
+[llm clean] completed=5100 submitted=5171 kept=2386455 rejected=84441 last=keep reason=rewritten
+[llm clean] completed=5200 submitted=5271 kept=2386547 rejected=84449 last=keep reason=rewritten
+[llm clean] completed=5300 submitted=5371 kept=2386647 rejected=84449 last=keep reason=rewritten
+[llm clean] completed=5400 submitted=5471 kept=2386741 rejected=84455 last=keep reason=rewritten
+[llm clean] completed=5500 submitted=5571 kept=2386836 rejected=84460 last=keep reason=rewritten
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+[llm clean] completed=5700 submitted=5771 kept=2387025 rejected=84471 last=keep reason=rewritten
+[llm clean] completed=5800 submitted=5871 kept=2387125 rejected=84471 last=keep reason=rewritten
+[llm clean] completed=5900 submitted=5971 kept=2387217 rejected=84479 last=keep reason=rewritten
+[llm clean] completed=6000 submitted=6071 kept=2387314 rejected=84482 last=keep reason=rewritten
+[llm clean] completed=6100 submitted=6171 kept=2387411 rejected=84485 last=keep reason=rewritten
+[llm clean] completed=6200 submitted=6271 kept=2387510 rejected=84486 last=keep reason=rewritten
+[llm clean] completed=6300 submitted=6371 kept=2387609 rejected=84487 last=keep reason=rewritten
+[llm clean] completed=6400 submitted=6471 kept=2387706 rejected=84490 last=keep reason=rewritten
+[llm clean] completed=6500 submitted=6571 kept=2387805 rejected=84491 last=keep reason=rewritten
+[llm clean] completed=6600 submitted=6671 kept=2387905 rejected=84491 last=keep reason=rewritten
+[llm clean] completed=6700 submitted=6771 kept=2388005 rejected=84491 last=keep reason=rewritten
+[llm clean] completed=6800 submitted=6871 kept=2388102 rejected=84494 last=keep reason=rewritten
+[llm clean] completed=6900 submitted=6971 kept=2388197 rejected=84499 last=reject reason=The text is mostly a roster of names and teams with a single introductory sentence fragment. It lacks coherent article-s
+[llm clean] completed=7000 submitted=7071 kept=2388293 rejected=84503 last=keep reason=rewritten
+[llm clean] completed=7100 submitted=7171 kept=2388393 rejected=84503 last=keep reason=rewritten
+[llm clean] completed=7200 submitted=7271 kept=2388489 rejected=84507 last=keep reason=rewritten
+[llm clean] completed=7300 submitted=7371 kept=2388589 rejected=84507 last=keep reason=rewritten
+[llm clean] completed=7400 submitted=7471 kept=2388687 rejected=84509 last=keep reason=rewritten
+[llm clean] completed=7500 submitted=7571 kept=2388785 rejected=84511 last=keep reason=rewritten
+[llm clean] completed=7600 submitted=7671 kept=2388882 rejected=84514 last=keep reason=rewritten
+[llm clean] completed=7700 submitted=7771 kept=2388981 rejected=84515 last=keep reason=rewritten
+[llm clean] completed=7800 submitted=7871 kept=2389071 rejected=84525 last=reject reason=The text is a list of video titles and durations without meaningful prose content.
+[llm clean] completed=7900 submitted=7971 kept=2389168 rejected=84528 last=keep reason=rewritten
+[llm clean] completed=8000 submitted=8071 kept=2389266 rejected=84530 last=keep reason=rewritten
+[llm clean] completed=8100 submitted=8171 kept=2389363 rejected=84533 last=keep reason=rewritten
+[llm clean] completed=8200 submitted=8271 kept=2389461 rejected=84535 last=keep reason=rewritten
+[llm clean] completed=8300 submitted=8371 kept=2389557 rejected=84539 last=keep reason=rewritten
+[llm clean] completed=8400 submitted=8471 kept=2389653 rejected=84543 last=keep reason=rewritten
+[llm clean] completed=8500 submitted=8571 kept=2389751 rejected=84545 last=keep reason=rewritten
+[llm clean] completed=8600 submitted=8671 kept=2389843 rejected=84553 last=keep reason=rewritten
+[llm clean] completed=8700 submitted=8771 kept=2389941 rejected=84555 last=reject reason=The text contains Holocaust denial and revisionist propaganda, which violates safety guidelines regarding hate speech an
+[llm clean] completed=8800 submitted=8871 kept=2390039 rejected=84557 last=keep reason=rewritten
+[llm clean] completed=8900 submitted=8971 kept=2390136 rejected=84560 last=keep reason=rewritten
+[llm clean] completed=9000 submitted=9071 kept=2390232 rejected=84564 last=keep reason=rewritten
+[llm clean] completed=9100 submitted=9171 kept=2390332 rejected=84564 last=keep reason=rewritten
+[llm clean] completed=9200 submitted=9271 kept=2390432 rejected=84564 last=keep reason=rewritten
+[llm clean] completed=9300 submitted=9371 kept=2390529 rejected=84567 last=keep reason=rewritten
+[llm clean] completed=9400 submitted=9471 kept=2390628 rejected=84568 last=keep reason=rewritten
+[llm clean] completed=9500 submitted=9571 kept=2390725 rejected=84571 last=keep reason=rewritten
+[llm clean] completed=9600 submitted=9671 kept=2390820 rejected=84576 last=keep reason=rewritten
+[llm clean] completed=9700 submitted=9771 kept=2390918 rejected=84578 last=keep reason=rewritten
+[llm clean] completed=9800 submitted=9871 kept=2391017 rejected=84579 last=keep reason=rewritten
+[llm clean] completed=9900 submitted=9971 kept=2391114 rejected=84582 last=keep reason=rewritten
+[llm clean] completed=10000 submitted=10071 kept=2391210 rejected=84586 last=keep reason=rewritten
+[llm clean] completed=10100 submitted=10171 kept=2391305 rejected=84591 last=keep reason=rewritten
+[llm clean] completed=10200 submitted=10271 kept=2391403 rejected=84593 last=keep reason=rewritten
+[llm clean] completed=10300 submitted=10371 kept=2391503 rejected=84593 last=keep reason=rewritten
+[llm clean] completed=10400 submitted=10471 kept=2391602 rejected=84594 last=keep reason=rewritten
+[llm clean] completed=10500 submitted=10571 kept=2391699 rejected=84597 last=keep reason=rewritten
+[llm clean] completed=10600 submitted=10671 kept=2391798 rejected=84598 last=keep reason=rewritten
+[llm clean] completed=10700 submitted=10771 kept=2391896 rejected=84600 last=keep reason=rewritten
+[llm clean] completed=10800 submitted=10871 kept=2391994 rejected=84602 last=keep reason=rewritten
+[llm clean] completed=10900 submitted=10971 kept=2392091 rejected=84605 last=keep reason=rewritten
+[llm clean] completed=11000 submitted=11071 kept=2392189 rejected=84607 last=keep reason=rewritten
+[llm clean] completed=11100 submitted=11171 kept=2392284 rejected=84612 last=keep reason=rewritten
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+[llm clean] completed=11400 submitted=11471 kept=2392572 rejected=84624 last=keep reason=rewritten
+[llm clean] completed=11500 submitted=11571 kept=2392670 rejected=84626 last=keep reason=rewritten
+[llm clean] completed=11600 submitted=11671 kept=2392769 rejected=84627 last=keep reason=rewritten
+[llm clean] completed=11700 submitted=11771 kept=2392868 rejected=84628 last=keep reason=rewritten
+[llm clean] completed=11800 submitted=11871 kept=2392955 rejected=84641 last=keep reason=rewritten
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+[llm clean] completed=12300 submitted=12371 kept=2393440 rejected=84656 last=keep reason=rewritten
+[llm clean] completed=12400 submitted=12471 kept=2393539 rejected=84657 last=keep reason=rewritten
+[llm clean] completed=12500 submitted=12571 kept=2393639 rejected=84657 last=keep reason=rewritten
+[llm clean] completed=12600 submitted=12671 kept=2393736 rejected=84660 last=keep reason=rewritten
+[llm clean] completed=12700 submitted=12771 kept=2393830 rejected=84666 last=keep reason=rewritten
+[llm clean] completed=12800 submitted=12871 kept=2393919 rejected=84677 last=keep reason=rewritten
+[llm clean] completed=12900 submitted=12971 kept=2394019 rejected=84677 last=keep reason=rewritten
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+[llm clean] completed=13300 submitted=13371 kept=2394401 rejected=84695 last=keep reason=rewritten
+[llm clean] completed=13400 submitted=13471 kept=2394500 rejected=84696 last=keep reason=rewritten
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+[llm clean] completed=13600 submitted=13671 kept=2394693 rejected=84703 last=keep reason=rewritten
+[llm clean] completed=13700 submitted=13771 kept=2394788 rejected=84708 last=keep reason=rewritten
+[llm clean] completed=13800 submitted=13871 kept=2394885 rejected=84711 last=keep reason=rewritten
+[llm clean] completed=13900 submitted=13971 kept=2394984 rejected=84712 last=keep reason=rewritten
+[llm clean] completed=14000 submitted=14071 kept=2395082 rejected=84714 last=keep reason=rewritten
+[llm clean] completed=14100 submitted=14171 kept=2395172 rejected=84724 last=keep reason=rewritten
+[llm clean] completed=14200 submitted=14271 kept=2395271 rejected=84725 last=keep reason=rewritten
+[llm clean] completed=14300 submitted=14371 kept=2395370 rejected=84726 last=keep reason=rewritten
+[llm clean] completed=14400 submitted=14471 kept=2395466 rejected=84730 last=reject reason=The text promotes racist pseudoscience, eugenics, and harmful conspiracy theories (e.g., claims about Neandertals, Aztec
+[llm clean] completed=14500 submitted=14571 kept=2395565 rejected=84731 last=keep reason=rewritten
+[llm clean] completed=14600 submitted=14671 kept=2395665 rejected=84731 last=keep reason=rewritten
+[llm clean] completed=14700 submitted=14771 kept=2395762 rejected=84734 last=keep reason=rewritten
+[llm clean] completed=14800 submitted=14871 kept=2395859 rejected=84737 last=keep reason=rewritten
+[llm clean] completed=14900 submitted=14971 kept=2395951 rejected=84745 last=keep reason=rewritten
+[llm clean] completed=15000 submitted=15071 kept=2396043 rejected=84753 last=keep reason=rewritten
+[llm clean] completed=15100 submitted=15171 kept=2396135 rejected=84761 last=keep reason=rewritten
+[llm clean] completed=15200 submitted=15271 kept=2396233 rejected=84763 last=keep reason=rewritten
+[llm clean] completed=15300 submitted=15371 kept=2396328 rejected=84768 last=keep reason=rewritten
+[llm clean] completed=15400 submitted=15471 kept=2396420 rejected=84776 last=keep reason=rewritten
+[llm clean] completed=15500 submitted=15571 kept=2396512 rejected=84784 last=reject reason=The text is a raw roster/list of names, teams, and statistics (points and mountains classifications) without meaningful 
+[llm clean] completed=15600 submitted=15671 kept=2396599 rejected=84797 last=keep reason=rewritten
+[llm clean] completed=15700 submitted=15771 kept=2396698 rejected=84798 last=keep reason=rewritten
+[llm clean] completed=15800 submitted=15871 kept=2396798 rejected=84798 last=keep reason=rewritten
+[llm clean] completed=15900 submitted=15971 kept=2396896 rejected=84800 last=keep reason=rewritten
+[llm clean] completed=16000 submitted=16071 kept=2396991 rejected=84805 last=keep reason=rewritten
+[llm clean] completed=16100 submitted=16171 kept=2397083 rejected=84813 last=keep reason=rewritten
+[llm clean] completed=16200 submitted=16271 kept=2397178 rejected=84818 last=keep reason=rewritten
+[llm clean] completed=16300 submitted=16371 kept=2397274 rejected=84822 last=keep reason=rewritten
+[llm clean] completed=16400 submitted=16471 kept=2397372 rejected=84824 last=keep reason=rewritten
+[llm clean] completed=16500 submitted=16571 kept=2397469 rejected=84827 last=keep reason=rewritten
+[llm clean] completed=16600 submitted=16671 kept=2397568 rejected=84828 last=keep reason=rewritten
+[llm clean] completed=16700 submitted=16771 kept=2397662 rejected=84834 last=keep reason=rewritten
+[llm clean] completed=16800 submitted=16871 kept=2397755 rejected=84841 last=keep reason=rewritten
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+[llm clean] completed=17100 submitted=17171 kept=2398045 rejected=84851 last=keep reason=rewritten
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+[llm clean] completed=17300 submitted=17371 kept=2398242 rejected=84854 last=keep reason=rewritten
+[llm clean] completed=17400 submitted=17471 kept=2398340 rejected=84856 last=keep reason=rewritten
+[llm clean] completed=17500 submitted=17571 kept=2398437 rejected=84859 last=keep reason=rewritten
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+[llm clean] completed=17800 submitted=17871 kept=2398731 rejected=84865 last=keep reason=rewritten
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+[llm clean] completed=18400 submitted=18471 kept=2399319 rejected=84877 last=keep reason=rewritten
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+[llm clean] completed=27300 submitted=27371 kept=2407938 rejected=85158 last=keep reason=rewritten
+[llm clean] completed=27400 submitted=27471 kept=2408036 rejected=85160 last=reject reason=The text consists entirely of photo captions and metadata without substantive article content.
+[llm clean] completed=27500 submitted=27571 kept=2408134 rejected=85162 last=keep reason=rewritten
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+[llm clean] completed=32700 submitted=32771 kept=2413150 rejected=85346 last=keep reason=rewritten
+[llm clean] completed=32800 submitted=32871 kept=2413244 rejected=85352 last=reject reason=The text is a disjointed collection of unrelated fragments, including a news report about a lawsuit, a historical quote 
+[llm clean] completed=32900 submitted=32971 kept=2413343 rejected=85353 last=keep reason=rewritten
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+[llm clean] completed=36100 submitted=36171 kept=2416463 rejected=85433 last=keep reason=rewritten
+[llm clean] completed=36200 submitted=36271 kept=2416556 rejected=85440 last=reject reason=The text is a fragmented excerpt from a US legal statute (likely the USA FREEDOM Act or similar amendments to the Foreig
+[llm clean] completed=36300 submitted=36371 kept=2416641 rejected=85455 last=keep reason=rewritten
+[llm clean] completed=36400 submitted=36471 kept=2416739 rejected=85457 last=keep reason=rewritten
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+[llm clean] completed=37500 submitted=37571 kept=2417809 rejected=85487 last=keep reason=rewritten
+[llm clean] completed=37600 submitted=37671 kept=2417904 rejected=85492 last=reject reason=The text is a collection of user comments and metadata from a web page, lacking coherent article-style prose structure. 
+[llm clean] completed=37700 submitted=37771 kept=2418001 rejected=85495 last=keep reason=rewritten
+[llm clean] completed=37800 submitted=37871 kept=2418101 rejected=85495 last=keep reason=rewritten
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+[llm clean] completed=39400 submitted=39471 kept=2419654 rejected=85542 last=keep reason=rewritten
+[llm clean] completed=39500 submitted=39571 kept=2419752 rejected=85544 last=keep reason=rewritten
+[llm clean] completed=39600 submitted=39671 kept=2419848 rejected=85548 last=keep reason=rewritten
+[llm clean] completed=39700 submitted=39771 kept=2419947 rejected=85549 last=reject reason=The text is mostly boilerplate, placeholder content, and fragmented instructions rather than coherent article-style pros
+[llm clean] completed=39800 submitted=39871 kept=2420045 rejected=85551 last=keep reason=rewritten
+[llm clean] completed=39900 submitted=39971 kept=2420144 rejected=85552 last=keep reason=rewritten
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+[llm clean] completed=40600 submitted=40671 kept=2420822 rejected=85574 last=keep reason=rewritten
+[llm clean] completed=40700 submitted=40771 kept=2420919 rejected=85577 last=reject reason=The text is a highly partisan, conspiratorial rant containing false claims, hate speech, and incitement. It does not con
+[llm clean] completed=40800 submitted=40871 kept=2421018 rejected=85578 last=keep reason=rewritten
+[llm clean] completed=40900 submitted=40971 kept=2421117 rejected=85579 last=keep reason=rewritten
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+[llm clean] completed=45900 submitted=45971 kept=2425930 rejected=85766 last=reject reason=The text is a repetitive list of photo captions and metadata from a photo gallery, lacking coherent article-style prose 
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+[llm clean] completed=52300 submitted=52371 kept=2432130 rejected=85966 last=reject reason=The text is a raw database dump or code array containing item statistics and metadata for a video game item, lacking coh
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+[llm clean] completed=56000 submitted=56071 kept=2435720 rejected=86076 last=keep reason=rewritten
+[llm clean] completed=56100 submitted=56171 kept=2435812 rejected=86084 last=reject reason=The text is primarily code snippets and output logs with minimal surrounding context, making it unsuitable for conversio
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+[llm clean] completed=57200 submitted=57271 kept=2436873 rejected=86123 last=keep reason=rewritten
+[llm clean] completed=57300 submitted=57371 kept=2436969 rejected=86127 last=reject reason=The text is a hostile, incoherent comment fragment with no coherent article-style prose structure, containing only perso
+[llm clean] completed=57400 submitted=57471 kept=2437068 rejected=86128 last=keep reason=rewritten
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+[llm clean] completed=58900 submitted=58971 kept=2438532 rejected=86164 last=keep reason=rewritten
+[llm clean] completed=59000 submitted=59071 kept=2438624 rejected=86172 last=reject reason=The text is a list of product listings, style codes, and promotional boilerplate for sneakers, lacking coherent article-
+[llm clean] completed=59100 submitted=59171 kept=2438707 rejected=86189 last=keep reason=rewritten
+[llm clean] completed=59200 submitted=59271 kept=2438804 rejected=86192 last=keep reason=rewritten
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+[llm clean] completed=60800 submitted=60871 kept=2440382 rejected=86214 last=keep reason=rewritten
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+[llm clean] completed=61200 submitted=61271 kept=2440760 rejected=86236 last=keep reason=rewritten
+[llm clean] completed=61300 submitted=61362 kept=2440856 rejected=86240 last=keep reason=rewritten
+[llm clean] completed=61400 submitted=61471 kept=2440953 rejected=86243 last=keep reason=rewritten
+[llm clean] completed=61500 submitted=61571 kept=2441053 rejected=86243 last=keep reason=rewritten
+[llm clean] completed=61600 submitted=61671 kept=2441152 rejected=86244 last=keep reason=rewritten
+[llm clean] completed=61700 submitted=61771 kept=2441251 rejected=86245 last=keep reason=rewritten
+[llm clean] completed=61800 submitted=61871 kept=2441347 rejected=86249 last=keep reason=rewritten
+[llm clean] completed=61900 submitted=61971 kept=2441443 rejected=86253 last=keep reason=rewritten
+[llm clean] completed=62000 submitted=62071 kept=2441542 rejected=86254 last=keep reason=rewritten
+[llm clean] completed=62100 submitted=62171 kept=2441637 rejected=86259 last=reject reason=The text is a collection of Wikipedia talk page comments, edit summaries, and metadata regarding content removal. It lac
+[llm clean] completed=62200 submitted=62271 kept=2441730 rejected=86266 last=keep reason=rewritten
+[llm clean] completed=62300 submitted=62371 kept=2441829 rejected=86267 last=keep reason=rewritten
+[llm clean] completed=62400 submitted=62471 kept=2441928 rejected=86268 last=keep reason=rewritten
+[llm clean] completed=62500 submitted=62571 kept=2442024 rejected=86272 last=keep reason=rewritten
+[llm clean] completed=62600 submitted=62671 kept=2442121 rejected=86275 last=keep reason=rewritten
+[llm clean] completed=62700 submitted=62771 kept=2442218 rejected=86278 last=keep reason=rewritten
+[llm clean] completed=62800 submitted=62871 kept=2442316 rejected=86280 last=reject reason=The text is mostly boilerplate, UI artifacts, navigation labels, and product metadata rather than coherent article-style
+[llm clean] completed=62900 submitted=62971 kept=2442411 rejected=86285 last=keep reason=rewritten
+[llm clean] completed=63000 submitted=63071 kept=2442509 rejected=86287 last=keep reason=rewritten
+[llm clean] completed=63100 submitted=63171 kept=2442605 rejected=86291 last=keep reason=rewritten
+[llm clean] completed=63200 submitted=63271 kept=2442702 rejected=86294 last=keep reason=rewritten
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+[llm clean] completed=63400 submitted=63471 kept=2442883 rejected=86313 last=keep reason=rewritten
+[llm clean] completed=63500 submitted=63571 kept=2442979 rejected=86317 last=keep reason=rewritten
+[llm clean] completed=63600 submitted=63671 kept=2443069 rejected=86327 last=keep reason=rewritten
+[llm clean] completed=63700 submitted=63771 kept=2443164 rejected=86332 last=keep reason=rewritten
+[llm clean] completed=63800 submitted=63871 kept=2443263 rejected=86333 last=keep reason=rewritten
+[llm clean] completed=63900 submitted=63971 kept=2443362 rejected=86334 last=keep reason=rewritten
+[llm clean] completed=64000 submitted=64071 kept=2443459 rejected=86337 last=keep reason=rewritten
+[llm clean] completed=64100 submitted=64171 kept=2443556 rejected=86340 last=keep reason=rewritten
+[llm clean] completed=64200 submitted=64271 kept=2443645 rejected=86351 last=keep reason=rewritten
+[llm clean] completed=64300 submitted=64371 kept=2443741 rejected=86355 last=keep reason=rewritten
+[llm clean] completed=64400 submitted=64471 kept=2443840 rejected=86356 last=keep reason=rewritten
+[llm clean] completed=64500 submitted=64571 kept=2443935 rejected=86361 last=keep reason=rewritten
+[llm clean] completed=64600 submitted=64671 kept=2444034 rejected=86362 last=keep reason=rewritten
+[llm clean] completed=64700 submitted=64771 kept=2444133 rejected=86363 last=keep reason=rewritten
+[llm clean] completed=64800 submitted=64871 kept=2444231 rejected=86365 last=keep reason=rewritten
+[llm clean] completed=64900 submitted=64971 kept=2444331 rejected=86365 last=keep reason=rewritten
+[llm clean] completed=65000 submitted=65071 kept=2444424 rejected=86372 last=keep reason=rewritten
+[llm clean] completed=65100 submitted=65171 kept=2444522 rejected=86374 last=keep reason=rewritten
+[llm clean] completed=65200 submitted=65271 kept=2444620 rejected=86376 last=keep reason=rewritten
+[llm clean] completed=65300 submitted=65371 kept=2444716 rejected=86380 last=keep reason=rewritten
+[llm clean] completed=65400 submitted=65471 kept=2444813 rejected=86383 last=keep reason=rewritten
+[llm clean] completed=65500 submitted=65571 kept=2444913 rejected=86383 last=keep reason=rewritten
+[llm clean] completed=65600 submitted=65671 kept=2445012 rejected=86384 last=keep reason=rewritten
+[llm clean] completed=65700 submitted=65771 kept=2445110 rejected=86386 last=keep reason=rewritten
+[llm clean] completed=65800 submitted=65871 kept=2445208 rejected=86388 last=keep reason=rewritten
+[llm clean] completed=65900 submitted=65971 kept=2445306 rejected=86390 last=keep reason=rewritten
+[llm clean] completed=66000 submitted=66071 kept=2445403 rejected=86393 last=keep reason=rewritten
+[llm clean] completed=66100 submitted=66171 kept=2445503 rejected=86393 last=keep reason=rewritten
+[llm clean] completed=66200 submitted=66271 kept=2445600 rejected=86396 last=keep reason=rewritten
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+[llm clean] completed=66400 submitted=66471 kept=2445794 rejected=86402 last=keep reason=rewritten
+[llm clean] completed=66500 submitted=66571 kept=2445888 rejected=86408 last=keep reason=rewritten
+[llm clean] completed=66600 submitted=66671 kept=2445985 rejected=86411 last=keep reason=rewritten
+[llm clean] completed=66700 submitted=66771 kept=2446085 rejected=86411 last=keep reason=rewritten
+[llm clean] completed=66800 submitted=66871 kept=2446182 rejected=86414 last=keep reason=rewritten
+[llm clean] completed=66900 submitted=66971 kept=2446279 rejected=86417 last=keep reason=rewritten
+[llm clean] completed=67000 submitted=67071 kept=2446379 rejected=86417 last=keep reason=rewritten
+[llm clean] completed=67100 submitted=67171 kept=2446477 rejected=86419 last=keep reason=rewritten
+[llm clean] completed=67200 submitted=67271 kept=2446576 rejected=86420 last=keep reason=rewritten
+[llm clean] completed=67300 submitted=67371 kept=2446676 rejected=86420 last=keep reason=rewritten
+[llm clean] completed=67400 submitted=67471 kept=2446772 rejected=86424 last=keep reason=rewritten
+[llm clean] completed=67500 submitted=67571 kept=2446866 rejected=86430 last=keep reason=rewritten
+[llm clean] completed=67600 submitted=67671 kept=2446963 rejected=86433 last=keep reason=rewritten
+[llm clean] completed=67700 submitted=67771 kept=2447063 rejected=86433 last=keep reason=rewritten
+[llm clean] completed=67800 submitted=67871 kept=2447162 rejected=86434 last=keep reason=rewritten
+[llm clean] completed=67900 submitted=67971 kept=2447262 rejected=86434 last=keep reason=rewritten
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+[llm clean] completed=100000 submitted=100071 kept=2478314 rejected=87482 last=keep reason=rewritten
+[llm clean] completed=100100 submitted=100171 kept=2478412 rejected=87484 last=reject reason=The text is a disjointed collection of a personal rant, a self-promotional note, and a list of unrelated links and headl
+[llm clean] completed=100200 submitted=100271 kept=2478510 rejected=87486 last=keep reason=rewritten
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+[llm clean] completed=100700 submitted=100771 kept=2478998 rejected=87498 last=keep reason=rewritten
+[llm clean] completed=100800 submitted=100871 kept=2479096 rejected=87500 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=102000 submitted=102071 kept=2480262 rejected=87534 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=102400 submitted=102471 kept=2480649 rejected=87547 last=reject reason=The text is a fragmented list of video game titles and descriptions, heavily interspersed with extraction artifacts, bro
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+[llm clean] completed=104300 submitted=104371 kept=2482471 rejected=87625 last=keep reason=rewritten
+[llm clean] completed=104400 submitted=104471 kept=2482568 rejected=87628 last=reject reason=The text is a list of utility charges, a few cost estimates, and a series of unrelated links/titles about Bitcoin mining
+[llm clean] completed=104500 submitted=104571 kept=2482657 rejected=87639 last=keep reason=rewritten
+[llm clean] completed=104600 submitted=104671 kept=2482755 rejected=87641 last=reject reason=The text is a list of unrelated titles and short descriptions (boilerplate/captions) without a coherent narrative or art
+[llm clean] completed=104700 submitted=104771 kept=2482852 rejected=87644 last=keep reason=rewritten
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+[llm clean] completed=108500 submitted=108571 kept=2486555 rejected=87741 last=keep reason=rewritten
+[llm clean] completed=108600 submitted=108671 kept=2486652 rejected=87744 last=reject reason=The text is a fragmented list of exhibition titles, organizers, and locations without coherent narrative or context, mak
+[llm clean] completed=108700 submitted=108771 kept=2486748 rejected=87748 last=keep reason=rewritten
+[llm clean] completed=108800 submitted=108871 kept=2486846 rejected=87750 last=reject reason=The text is a low-quality SEO spam article promoting illegal game hacks and private servers. It contains repetitive, bro
+[llm clean] completed=108900 submitted=108971 kept=2486939 rejected=87757 last=keep reason=rewritten
+[llm clean] completed=109000 submitted=109071 kept=2487038 rejected=87758 last=keep reason=rewritten
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+[llm clean] completed=109700 submitted=109771 kept=2487724 rejected=87772 last=keep reason=rewritten
+[llm clean] completed=109800 submitted=109871 kept=2487821 rejected=87775 last=reject reason=The text is a collection of disjointed forum comments, boilerplate disclaimers, and metadata from a website (Free Republ
+[llm clean] completed=109900 submitted=109971 kept=2487914 rejected=87782 last=keep reason=rewritten
+[llm clean] completed=110000 submitted=110071 kept=2488013 rejected=87783 last=keep reason=rewritten
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+[llm clean] completed=110300 submitted=110371 kept=2488307 rejected=87789 last=keep reason=rewritten
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+[llm clean] completed=110600 submitted=110671 kept=2488594 rejected=87802 last=keep reason=rewritten
+[llm clean] completed=110700 submitted=110771 kept=2488691 rejected=87805 last=keep reason=rewritten
+[llm clean] completed=110800 submitted=110871 kept=2488787 rejected=87809 last=reject reason=The text is a disjointed list of names followed by unrelated news snippets about a bus accident and a governor's stateme
+[llm clean] completed=110900 submitted=110971 kept=2488882 rejected=87814 last=keep reason=rewritten
+[llm clean] completed=111000 submitted=111071 kept=2488980 rejected=87816 last=keep reason=rewritten
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+[llm clean] completed=111900 submitted=111971 kept=2489848 rejected=87848 last=keep reason=rewritten
+[llm clean] completed=112000 submitted=112071 kept=2489943 rejected=87853 last=keep reason=rewritten
+[llm clean] completed=112100 submitted=112171 kept=2490043 rejected=87853 last=keep reason=rewritten
+[llm clean] completed=112200 submitted=112271 kept=2490138 rejected=87858 last=reject reason=The text is primarily code snippets and technical documentation fragments without sufficient context to form a coherent,
+[llm clean] completed=112300 submitted=112371 kept=2490224 rejected=87872 last=keep reason=rewritten
+[llm clean] completed=112400 submitted=112471 kept=2490323 rejected=87873 last=keep reason=rewritten
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+[llm clean] completed=112600 submitted=112671 kept=2490511 rejected=87885 last=keep reason=rewritten
+[llm clean] completed=112700 submitted=112771 kept=2490610 rejected=87886 last=keep reason=rewritten
+[llm clean] completed=112800 submitted=112871 kept=2490710 rejected=87886 last=keep reason=rewritten
+[llm clean] completed=112900 submitted=112971 kept=2490807 rejected=87889 last=keep reason=rewritten
+[llm clean] completed=113000 submitted=113071 kept=2490906 rejected=87890 last=keep reason=rewritten
+[llm clean] completed=113100 submitted=113171 kept=2491004 rejected=87892 last=keep reason=rewritten
+[llm clean] completed=113200 submitted=113271 kept=2491102 rejected=87894 last=keep reason=rewritten
+[llm clean] completed=113300 submitted=113371 kept=2491197 rejected=87899 last=keep reason=rewritten
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+[llm clean] completed=113600 submitted=113671 kept=2491492 rejected=87904 last=keep reason=rewritten
+[llm clean] completed=113700 submitted=113771 kept=2491591 rejected=87905 last=keep reason=rewritten
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+[llm clean] completed=115000 submitted=115071 kept=2492825 rejected=87971 last=keep reason=rewritten
+[llm clean] completed=115100 submitted=115171 kept=2492922 rejected=87974 last=keep reason=rewritten
+[llm clean] completed=115200 submitted=115271 kept=2493018 rejected=87978 last=keep reason=rewritten
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+[llm clean] completed=115400 submitted=115471 kept=2493208 rejected=87988 last=keep reason=rewritten
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+[llm clean] completed=116400 submitted=116471 kept=2494174 rejected=88022 last=keep reason=rewritten
+[llm clean] completed=116500 submitted=116571 kept=2494267 rejected=88029 last=keep reason=rewritten
+[llm clean] completed=116600 submitted=116671 kept=2494367 rejected=88029 last=keep reason=rewritten
+[llm clean] completed=116700 submitted=116771 kept=2494462 rejected=88034 last=reject reason=The text is a highly opinionated, biased, and incoherent rant containing hate speech, conspiracy theories, and non-factu
+[llm clean] completed=116800 submitted=116871 kept=2494559 rejected=88037 last=keep reason=rewritten
+[llm clean] completed=116900 submitted=116971 kept=2494658 rejected=88038 last=keep reason=rewritten
+[llm clean] completed=117000 submitted=117071 kept=2494755 rejected=88041 last=keep reason=rewritten
+[llm clean] completed=117100 submitted=117171 kept=2494854 rejected=88042 last=keep reason=rewritten
+[llm clean] completed=117200 submitted=117271 kept=2494952 rejected=88044 last=keep reason=rewritten
+[llm clean] completed=117300 submitted=117371 kept=2495050 rejected=88046 last=reject reason=The text is primarily a collection of contact details, publication metadata, author affiliations, and promotional boiler
+[llm clean] completed=117400 submitted=117471 kept=2495148 rejected=88048 last=keep reason=rewritten
+[llm clean] completed=117500 submitted=117571 kept=2495246 rejected=88050 last=keep reason=rewritten
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+[llm clean] completed=120100 submitted=120171 kept=2497774 rejected=88122 last=keep reason=rewritten
+[llm clean] completed=120200 submitted=120271 kept=2497870 rejected=88126 last=reject reason=The text is a fragmented list of book citations and bibliographic references with no coherent narrative or article-style
+[llm clean] completed=120300 submitted=120371 kept=2497948 rejected=88148 last=keep reason=rewritten
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+[llm clean] completed=120600 submitted=120671 kept=2498220 rejected=88176 last=keep reason=rewritten
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+[llm clean] completed=121700 submitted=121771 kept=2499298 rejected=88198 last=keep reason=rewritten
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+[llm clean] completed=121900 submitted=121971 kept=2499494 rejected=88202 last=keep reason=rewritten
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+[llm clean] completed=122100 submitted=122171 kept=2499691 rejected=88205 last=keep reason=rewritten
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+[llm clean] completed=122300 submitted=122371 kept=2499885 rejected=88211 last=keep reason=rewritten
+[llm clean] completed=122400 submitted=122471 kept=2499974 rejected=88222 last=reject reason=The text consists of repetitive image captions and metadata fragments without coherent article-style prose structure.
+[llm clean] completed=122500 submitted=122571 kept=2500073 rejected=88223 last=keep reason=rewritten
+[llm clean] completed=122600 submitted=122671 kept=2500170 rejected=88226 last=keep reason=rewritten
+[llm clean] completed=122700 submitted=122771 kept=2500261 rejected=88235 last=keep reason=rewritten
+[llm clean] completed=122800 submitted=122871 kept=2500356 rejected=88240 last=keep reason=rewritten
+[llm clean] completed=122900 submitted=122971 kept=2500456 rejected=88240 last=keep reason=rewritten
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+[llm clean] completed=123100 submitted=123171 kept=2500652 rejected=88244 last=keep reason=rewritten
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+[llm clean] completed=123300 submitted=123371 kept=2500844 rejected=88252 last=keep reason=rewritten
+[llm clean] completed=123400 submitted=123471 kept=2500942 rejected=88254 last=keep reason=rewritten
+[llm clean] completed=123500 submitted=123571 kept=2501037 rejected=88259 last=keep reason=rewritten
+[llm clean] completed=123600 submitted=123671 kept=2501133 rejected=88263 last=keep reason=rewritten
+[llm clean] completed=123700 submitted=123771 kept=2501229 rejected=88267 last=keep reason=rewritten
+[llm clean] completed=123800 submitted=123871 kept=2501328 rejected=88268 last=keep reason=rewritten
+[llm clean] completed=123900 submitted=123971 kept=2501425 rejected=88271 last=keep reason=rewritten
+[llm clean] completed=124000 submitted=124071 kept=2501518 rejected=88278 last=keep reason=rewritten
+[llm clean] completed=124100 submitted=124171 kept=2501610 rejected=88286 last=keep reason=rewritten
+[llm clean] completed=124200 submitted=124271 kept=2501708 rejected=88288 last=keep reason=rewritten
+[llm clean] completed=124300 submitted=124371 kept=2501800 rejected=88296 last=keep reason=rewritten
+[llm clean] completed=124400 submitted=124471 kept=2501899 rejected=88297 last=keep reason=rewritten
+[llm clean] completed=124500 submitted=124571 kept=2501996 rejected=88300 last=reject reason=The text is a highly aggressive, misogynistic rant containing hate speech, slurs, and incoherent personal attacks. It do
+[llm clean] completed=124600 submitted=124671 kept=2502094 rejected=88302 last=keep reason=rewritten
+[llm clean] completed=124700 submitted=124771 kept=2502190 rejected=88306 last=keep reason=rewritten
+[llm clean] completed=124800 submitted=124871 kept=2502285 rejected=88311 last=keep reason=rewritten
+[llm clean] completed=124900 submitted=124971 kept=2502379 rejected=88317 last=keep reason=rewritten
+[llm clean] completed=125000 submitted=125071 kept=2502479 rejected=88317 last=keep reason=rewritten
+[llm clean] completed=125100 submitted=125171 kept=2502573 rejected=88323 last=keep reason=rewritten
+[llm clean] completed=125200 submitted=125271 kept=2502662 rejected=88334 last=keep reason=rewritten
+[llm clean] completed=125300 submitted=125371 kept=2502759 rejected=88337 last=keep reason=rewritten
+[llm clean] completed=125400 submitted=125471 kept=2502855 rejected=88341 last=keep reason=rewritten
+[llm clean] completed=125500 submitted=125571 kept=2502952 rejected=88344 last=reject reason=The text is a severely corrupted and fragmented collection of newspaper clippings with extensive OCR errors, broken sent
+[llm clean] completed=125600 submitted=125671 kept=2503049 rejected=88347 last=keep reason=rewritten
+[llm clean] completed=125700 submitted=125771 kept=2503116 rejected=88380 last=reject reason=The text is a highly opinionated, incoherent rant filled with personal attacks, slurs, and incoherent fragments. It lack
+[llm clean] completed=125800 submitted=125871 kept=2503213 rejected=88383 last=keep reason=rewritten
+[llm clean] completed=125900 submitted=125971 kept=2503312 rejected=88384 last=keep reason=rewritten
+[llm clean] completed=126000 submitted=126071 kept=2503402 rejected=88394 last=keep reason=rewritten
+[llm clean] completed=126100 submitted=126171 kept=2503498 rejected=88398 last=keep reason=rewritten
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+[llm clean] completed=126500 submitted=126571 kept=2503889 rejected=88407 last=keep reason=rewritten
+[llm clean] completed=126600 submitted=126671 kept=2503985 rejected=88411 last=keep reason=rewritten
+[llm clean] completed=126700 submitted=126771 kept=2504080 rejected=88416 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=126800 submitted=126871 kept=2504179 rejected=88417 last=keep reason=rewritten
+[llm clean] completed=126900 submitted=126971 kept=2504270 rejected=88426 last=keep reason=rewritten
+[llm clean] completed=127000 submitted=127071 kept=2504369 rejected=88427 last=keep reason=rewritten
+[llm clean] completed=127100 submitted=127171 kept=2504468 rejected=88428 last=keep reason=rewritten
+[llm clean] completed=127200 submitted=127271 kept=2504564 rejected=88432 last=keep reason=rewritten
+[llm clean] completed=127300 submitted=127370 kept=2504662 rejected=88434 last=keep reason=rewritten
+[llm clean] completed=127400 submitted=127471 kept=2504761 rejected=88435 last=keep reason=rewritten
+[llm clean] completed=127500 submitted=127571 kept=2504859 rejected=88437 last=keep reason=rewritten
+[llm clean] completed=127600 submitted=127671 kept=2504948 rejected=88448 last=keep reason=rewritten
+[llm clean] completed=127700 submitted=127771 kept=2505048 rejected=88448 last=keep reason=rewritten
+[llm clean] completed=127800 submitted=127871 kept=2505147 rejected=88449 last=keep reason=rewritten
+[llm clean] completed=127900 submitted=127971 kept=2505217 rejected=88479 last=keep reason=rewritten
+[llm clean] completed=128000 submitted=128071 kept=2505315 rejected=88481 last=keep reason=rewritten
+[llm clean] completed=128100 submitted=128171 kept=2505415 rejected=88481 last=keep reason=rewritten
+[llm clean] completed=128200 submitted=128271 kept=2505506 rejected=88490 last=keep reason=rewritten
+[llm clean] completed=128300 submitted=128371 kept=2505598 rejected=88498 last=keep reason=rewritten
+[llm clean] completed=128400 submitted=128471 kept=2505688 rejected=88508 last=reject reason=The text is primarily a list of promotional tweets, a call to action, and a long roster of organization names. It lacks 
+[llm clean] completed=128500 submitted=128571 kept=2505788 rejected=88508 last=keep reason=rewritten
+[llm clean] completed=128600 submitted=128671 kept=2505888 rejected=88508 last=keep reason=rewritten
+[llm clean] completed=128700 submitted=128771 kept=2505986 rejected=88510 last=keep reason=rewritten
+[llm clean] completed=128800 submitted=128871 kept=2506086 rejected=88510 last=keep reason=rewritten
+[llm clean] completed=128900 submitted=128971 kept=2506185 rejected=88511 last=keep reason=rewritten
+[llm clean] completed=129000 submitted=129071 kept=2506283 rejected=88513 last=keep reason=rewritten
+[llm clean] completed=129100 submitted=129171 kept=2506380 rejected=88516 last=keep reason=rewritten
+[llm clean] completed=129200 submitted=129271 kept=2506477 rejected=88519 last=keep reason=rewritten
+[llm clean] completed=129300 submitted=129371 kept=2506576 rejected=88520 last=keep reason=rewritten
+[llm clean] completed=129400 submitted=129471 kept=2506673 rejected=88523 last=keep reason=rewritten
+[llm clean] completed=129500 submitted=129571 kept=2506772 rejected=88524 last=keep reason=rewritten
+[llm clean] completed=129600 submitted=129671 kept=2506871 rejected=88525 last=keep reason=rewritten
+[llm clean] completed=129700 submitted=129771 kept=2506970 rejected=88526 last=keep reason=rewritten
+[llm clean] completed=129800 submitted=129871 kept=2507069 rejected=88527 last=keep reason=rewritten
+[llm clean] completed=129900 submitted=129971 kept=2507164 rejected=88532 last=keep reason=rewritten
+[llm clean] completed=130000 submitted=130070 kept=2507264 rejected=88532 last=keep reason=rewritten
+[llm clean] completed=130100 submitted=130171 kept=2507362 rejected=88534 last=keep reason=rewritten
+[llm clean] completed=130200 submitted=130271 kept=2507455 rejected=88541 last=keep reason=rewritten
+[llm clean] completed=130300 submitted=130371 kept=2507551 rejected=88545 last=keep reason=rewritten
+[llm clean] completed=130400 submitted=130471 kept=2507650 rejected=88546 last=keep reason=rewritten
+[llm clean] completed=130500 submitted=130571 kept=2507747 rejected=88549 last=keep reason=rewritten
+[llm clean] completed=130600 submitted=130671 kept=2507847 rejected=88549 last=keep reason=rewritten
+[llm clean] completed=130700 submitted=130771 kept=2507947 rejected=88549 last=keep reason=rewritten
+[llm clean] completed=130800 submitted=130871 kept=2508043 rejected=88553 last=keep reason=rewritten
+[llm clean] completed=130900 submitted=130971 kept=2508138 rejected=88558 last=keep reason=rewritten
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+[llm clean] completed=131400 submitted=131471 kept=2508631 rejected=88565 last=keep reason=rewritten
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+[llm clean] completed=131600 submitted=131671 kept=2508829 rejected=88567 last=keep reason=rewritten
+[llm clean] completed=131700 submitted=131771 kept=2508928 rejected=88568 last=keep reason=rewritten
+[llm clean] completed=131800 submitted=131871 kept=2509027 rejected=88569 last=keep reason=rewritten
+[llm clean] completed=131900 submitted=131971 kept=2509125 rejected=88571 last=keep reason=rewritten
+[llm clean] completed=132000 submitted=132071 kept=2509223 rejected=88573 last=keep reason=rewritten
+[llm clean] completed=132100 submitted=132171 kept=2509320 rejected=88576 last=keep reason=rewritten
+[llm clean] completed=132200 submitted=132271 kept=2509418 rejected=88578 last=keep reason=rewritten
+[llm clean] completed=132300 submitted=132371 kept=2509515 rejected=88581 last=keep reason=rewritten
+[llm clean] completed=132400 submitted=132471 kept=2509612 rejected=88584 last=keep reason=rewritten
+[llm clean] completed=132500 submitted=132571 kept=2509707 rejected=88589 last=reject reason=The text is a collection of unrelated, low-context internet comments and memes about video game characters, lacking cohe
+[llm clean] completed=132600 submitted=132671 kept=2509800 rejected=88596 last=keep reason=rewritten
+[llm clean] completed=132700 submitted=132771 kept=2509896 rejected=88600 last=keep reason=rewritten
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+[llm clean] completed=133000 submitted=133071 kept=2510189 rejected=88607 last=keep reason=rewritten
+[llm clean] completed=133100 submitted=133171 kept=2510288 rejected=88608 last=keep reason=clean_no_rewrite
+[llm clean] completed=133200 submitted=133271 kept=2510381 rejected=88615 last=keep reason=rewritten
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+[llm clean] completed=133500 submitted=133571 kept=2510676 rejected=88620 last=keep reason=rewritten
+[llm clean] completed=133600 submitted=133671 kept=2510772 rejected=88624 last=keep reason=rewritten
+[llm clean] completed=133700 submitted=133770 kept=2510869 rejected=88627 last=keep reason=rewritten
+[llm clean] completed=133800 submitted=133871 kept=2510965 rejected=88631 last=keep reason=rewritten
+[llm clean] completed=133900 submitted=133971 kept=2511064 rejected=88632 last=keep reason=rewritten
+[llm clean] completed=134000 submitted=134071 kept=2511162 rejected=88634 last=keep reason=rewritten
+[llm clean] completed=134100 submitted=134171 kept=2511260 rejected=88636 last=keep reason=rewritten
+[llm clean] completed=134200 submitted=134271 kept=2511358 rejected=88638 last=keep reason=rewritten
+[llm clean] completed=134300 submitted=134371 kept=2511454 rejected=88642 last=keep reason=rewritten
+[llm clean] completed=134400 submitted=134471 kept=2511551 rejected=88645 last=keep reason=rewritten
+[llm clean] completed=134500 submitted=134571 kept=2511647 rejected=88649 last=keep reason=rewritten
+[llm clean] completed=134600 submitted=134671 kept=2511744 rejected=88652 last=keep reason=rewritten
+[llm clean] completed=134700 submitted=134771 kept=2511843 rejected=88653 last=reject reason=The text is a highly biased, incoherent political petition with significant grammatical errors, repetitive boilerplate, 
+[llm clean] completed=134800 submitted=134871 kept=2511941 rejected=88655 last=keep reason=rewritten
+[llm clean] completed=134900 submitted=134971 kept=2512037 rejected=88659 last=keep reason=rewritten
+[llm clean] completed=135000 submitted=135071 kept=2512136 rejected=88660 last=keep reason=rewritten
+[llm clean] completed=135100 submitted=135171 kept=2512236 rejected=88660 last=keep reason=rewritten
+[llm clean] completed=135200 submitted=135271 kept=2512334 rejected=88662 last=keep reason=rewritten
+[llm clean] completed=135300 submitted=135371 kept=2512414 rejected=88682 last=reject reason=The text is a fragmented list of .NET API members, classes, and namespaces with extraction artifacts and no coherent pro
+[llm clean] completed=135400 submitted=135471 kept=2512498 rejected=88698 last=keep reason=rewritten
+[llm clean] completed=135500 submitted=135571 kept=2512598 rejected=88698 last=keep reason=rewritten
+[llm clean] completed=135600 submitted=135671 kept=2512685 rejected=88711 last=keep reason=rewritten
+[llm clean] completed=135700 submitted=135771 kept=2512779 rejected=88717 last=keep reason=rewritten
+[llm clean] completed=135800 submitted=135871 kept=2512876 rejected=88720 last=keep reason=rewritten
+[llm clean] completed=135900 submitted=135971 kept=2512969 rejected=88727 last=keep reason=rewritten
+[llm clean] completed=136000 submitted=136071 kept=2513064 rejected=88732 last=keep reason=rewritten
+[llm clean] completed=136100 submitted=136171 kept=2513164 rejected=88732 last=keep reason=rewritten
+[llm clean] completed=136200 submitted=136271 kept=2513264 rejected=88732 last=keep reason=rewritten
+[llm clean] completed=136300 submitted=136371 kept=2513360 rejected=88736 last=keep reason=rewritten
+[llm clean] completed=136400 submitted=136471 kept=2513444 rejected=88752 last=keep reason=rewritten
+[llm clean] completed=136500 submitted=136571 kept=2513544 rejected=88752 last=keep reason=rewritten
+[llm clean] completed=136600 submitted=136671 kept=2513640 rejected=88756 last=keep reason=rewritten
+[llm clean] completed=136700 submitted=136771 kept=2513739 rejected=88757 last=keep reason=rewritten
+[llm clean] completed=136800 submitted=136871 kept=2513837 rejected=88759 last=keep reason=rewritten
+[llm clean] completed=136900 submitted=136971 kept=2513931 rejected=88765 last=keep reason=rewritten
+[llm clean] completed=137000 submitted=137071 kept=2514028 rejected=88768 last=keep reason=rewritten
+[llm clean] completed=137100 submitted=137171 kept=2514124 rejected=88772 last=keep reason=rewritten
+[llm clean] completed=137200 submitted=137271 kept=2514221 rejected=88775 last=keep reason=rewritten
+[llm clean] completed=137300 submitted=137371 kept=2514319 rejected=88777 last=keep reason=rewritten
+[llm clean] completed=137400 submitted=137471 kept=2514418 rejected=88778 last=keep reason=rewritten
+[llm clean] completed=137500 submitted=137571 kept=2514517 rejected=88779 last=keep reason=rewritten
+[llm clean] completed=137600 submitted=137671 kept=2514616 rejected=88780 last=keep reason=rewritten
+[llm clean] completed=137700 submitted=137771 kept=2514715 rejected=88781 last=keep reason=rewritten
+[llm clean] completed=137800 submitted=137871 kept=2514812 rejected=88784 last=reject reason=The text is a bibliography/reference list followed by a brief author biography. It consists mostly of names, titles, pub
+[llm clean] completed=137900 submitted=137971 kept=2514907 rejected=88789 last=keep reason=rewritten
+[llm clean] completed=138000 submitted=138071 kept=2515004 rejected=88792 last=keep reason=rewritten
+[llm clean] completed=138100 submitted=138171 kept=2515098 rejected=88798 last=keep reason=rewritten
+[llm clean] completed=138200 submitted=138271 kept=2515196 rejected=88800 last=keep reason=rewritten
+[llm clean] completed=138300 submitted=138371 kept=2515293 rejected=88803 last=keep reason=rewritten
+[llm clean] completed=138400 submitted=138471 kept=2515390 rejected=88806 last=keep reason=rewritten
+[llm clean] completed=138500 submitted=138571 kept=2515474 rejected=88822 last=keep reason=rewritten
+[llm clean] completed=138600 submitted=138671 kept=2515570 rejected=88826 last=keep reason=rewritten
+[llm clean] completed=138700 submitted=138771 kept=2515664 rejected=88832 last=keep reason=rewritten
+[llm clean] completed=138800 submitted=138871 kept=2515759 rejected=88837 last=keep reason=rewritten
+[llm clean] completed=138900 submitted=138971 kept=2515857 rejected=88839 last=keep reason=rewritten
+[llm clean] completed=139000 submitted=139071 kept=2515957 rejected=88839 last=keep reason=rewritten
+[llm clean] completed=139100 submitted=139171 kept=2516055 rejected=88841 last=keep reason=rewritten
+[llm clean] completed=139200 submitted=139271 kept=2516147 rejected=88849 last=keep reason=rewritten
+[llm clean] completed=139300 submitted=139371 kept=2516245 rejected=88851 last=keep reason=rewritten
+[llm clean] completed=139400 submitted=139471 kept=2516345 rejected=88851 last=keep reason=rewritten
+[llm clean] completed=139500 submitted=139571 kept=2516442 rejected=88854 last=keep reason=rewritten
+[llm clean] completed=139600 submitted=139671 kept=2516542 rejected=88854 last=keep reason=rewritten
+[llm clean] completed=139700 submitted=139771 kept=2516641 rejected=88855 last=keep reason=rewritten
+[llm clean] completed=139800 submitted=139871 kept=2516740 rejected=88856 last=keep reason=rewritten
+[llm clean] completed=139900 submitted=139971 kept=2516838 rejected=88858 last=keep reason=rewritten
+[llm clean] completed=140000 submitted=140071 kept=2516934 rejected=88862 last=keep reason=rewritten
+[llm clean] completed=140100 submitted=140171 kept=2517029 rejected=88867 last=keep reason=rewritten
+[llm clean] completed=140200 submitted=140271 kept=2517126 rejected=88870 last=keep reason=rewritten
+[llm clean] completed=140300 submitted=140371 kept=2517219 rejected=88877 last=reject reason=The text is a collection of disjointed user reviews and comments with metadata, lacking coherent article-style prose str
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+[llm clean] completed=140500 submitted=140571 kept=2517409 rejected=88887 last=keep reason=rewritten
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+[llm clean] completed=141600 submitted=141671 kept=2518474 rejected=88922 last=keep reason=rewritten
+[llm clean] completed=141700 submitted=141771 kept=2518561 rejected=88935 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=143100 submitted=143171 kept=2519913 rejected=88983 last=keep reason=rewritten
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+[llm clean] completed=144800 submitted=144871 kept=2521534 rejected=89062 last=keep reason=rewritten
+[llm clean] completed=144900 submitted=144971 kept=2521631 rejected=89065 last=keep reason=rewritten
+[llm clean] completed=145000 submitted=145071 kept=2521730 rejected=89066 last=keep reason=rewritten
+[llm clean] completed=145100 submitted=145171 kept=2521827 rejected=89069 last=keep reason=rewritten
+[llm clean] completed=145200 submitted=145271 kept=2521925 rejected=89071 last=keep reason=rewritten
+[llm clean] completed=145300 submitted=145371 kept=2522020 rejected=89076 last=keep reason=rewritten
+[llm clean] completed=145400 submitted=145471 kept=2522118 rejected=89078 last=keep reason=rewritten
+[llm clean] completed=145500 submitted=145571 kept=2522218 rejected=89078 last=keep reason=rewritten
+[llm clean] completed=145600 submitted=145671 kept=2522313 rejected=89083 last=keep reason=rewritten
+[llm clean] completed=145700 submitted=145771 kept=2522411 rejected=89085 last=keep reason=rewritten
+[llm clean] completed=145800 submitted=145871 kept=2522507 rejected=89089 last=keep reason=rewritten
+[llm clean] completed=145900 submitted=145971 kept=2522606 rejected=89090 last=reject reason=The text is a collection of isolated quotes and a biased, fragmented analysis from a specific ideological source, lackin
+[llm clean] completed=146000 submitted=146071 kept=2522701 rejected=89095 last=keep reason=rewritten
+[llm clean] completed=146100 submitted=146171 kept=2522798 rejected=89098 last=keep reason=rewritten
+[llm clean] completed=146200 submitted=146271 kept=2522898 rejected=89098 last=keep reason=rewritten
+[llm clean] completed=146300 submitted=146371 kept=2522998 rejected=89098 last=keep reason=rewritten
+[llm clean] completed=146400 submitted=146471 kept=2523097 rejected=89099 last=keep reason=rewritten
+[llm clean] completed=146500 submitted=146571 kept=2523195 rejected=89101 last=reject reason=The text is primarily a product listing, specifications, and a catalog of items with no coherent narrative or article-st
+[llm clean] completed=146600 submitted=146671 kept=2523293 rejected=89103 last=keep reason=rewritten
+[llm clean] completed=146700 submitted=146771 kept=2523388 rejected=89108 last=keep reason=rewritten
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+[llm clean] completed=147600 submitted=147671 kept=2524263 rejected=89133 last=keep reason=rewritten
+[llm clean] completed=147700 submitted=147771 kept=2524362 rejected=89134 last=keep reason=rewritten
+[llm clean] completed=147800 submitted=147871 kept=2524462 rejected=89134 last=keep reason=rewritten
+[llm clean] completed=147900 submitted=147971 kept=2524561 rejected=89135 last=keep reason=rewritten
+[llm clean] completed=148000 submitted=148071 kept=2524652 rejected=89144 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=148100 submitted=148171 kept=2524741 rejected=89155 last=keep reason=rewritten
+[llm clean] completed=148200 submitted=148271 kept=2524837 rejected=89159 last=keep reason=rewritten
+[llm clean] completed=148300 submitted=148371 kept=2524936 rejected=89160 last=keep reason=rewritten
+[llm clean] completed=148400 submitted=148471 kept=2525030 rejected=89166 last=keep reason=rewritten
+[llm clean] completed=148500 submitted=148571 kept=2525127 rejected=89169 last=keep reason=rewritten
+[llm clean] completed=148600 submitted=148671 kept=2525219 rejected=89177 last=keep reason=rewritten
+[llm clean] completed=148700 submitted=148771 kept=2525318 rejected=89178 last=keep reason=rewritten
+[llm clean] completed=148800 submitted=148871 kept=2525414 rejected=89182 last=keep reason=rewritten
+[llm clean] completed=148900 submitted=148971 kept=2525511 rejected=89185 last=keep reason=rewritten
+[llm clean] completed=149000 submitted=149071 kept=2525609 rejected=89187 last=keep reason=rewritten
+[llm clean] completed=149100 submitted=149171 kept=2525707 rejected=89189 last=keep reason=rewritten
+[llm clean] completed=149200 submitted=149271 kept=2525802 rejected=89194 last=keep reason=rewritten
+[llm clean] completed=149300 submitted=149371 kept=2525901 rejected=89195 last=keep reason=rewritten
+[llm clean] completed=149400 submitted=149471 kept=2525995 rejected=89201 last=keep reason=rewritten
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+[llm clean] completed=149600 submitted=149671 kept=2526192 rejected=89204 last=keep reason=rewritten
+[llm clean] completed=149700 submitted=149771 kept=2526291 rejected=89205 last=keep reason=rewritten
+[llm clean] completed=149800 submitted=149871 kept=2526387 rejected=89209 last=keep reason=rewritten
+[llm clean] completed=149900 submitted=149971 kept=2526486 rejected=89210 last=keep reason=rewritten
+[llm clean] completed=150000 submitted=150071 kept=2526583 rejected=89213 last=keep reason=rewritten
+[llm clean] completed=150100 submitted=150171 kept=2526681 rejected=89215 last=keep reason=rewritten
+[llm clean] completed=150200 submitted=150271 kept=2526781 rejected=89215 last=keep reason=rewritten
+[llm clean] completed=150300 submitted=150371 kept=2526878 rejected=89218 last=keep reason=rewritten
+[llm clean] completed=150400 submitted=150471 kept=2526951 rejected=89245 last=keep reason=rewritten
+[llm clean] completed=150500 submitted=150571 kept=2527048 rejected=89248 last=keep reason=rewritten
+[llm clean] completed=150600 submitted=150671 kept=2527147 rejected=89249 last=keep reason=rewritten
+[llm clean] completed=150700 submitted=150771 kept=2527247 rejected=89249 last=keep reason=rewritten
+[llm clean] completed=150800 submitted=150871 kept=2527346 rejected=89250 last=keep reason=rewritten
+[llm clean] completed=150900 submitted=150971 kept=2527443 rejected=89253 last=keep reason=rewritten
+[llm clean] completed=151000 submitted=151071 kept=2527542 rejected=89254 last=keep reason=rewritten
+[llm clean] completed=151100 submitted=151171 kept=2527641 rejected=89255 last=keep reason=rewritten
+[llm clean] completed=151200 submitted=151271 kept=2527741 rejected=89255 last=keep reason=rewritten
+[llm clean] completed=151300 submitted=151371 kept=2527839 rejected=89257 last=keep reason=rewritten
+[llm clean] completed=151400 submitted=151471 kept=2527936 rejected=89260 last=keep reason=rewritten
+[llm clean] completed=151500 submitted=151571 kept=2528034 rejected=89262 last=keep reason=rewritten
+[llm clean] completed=151600 submitted=151671 kept=2528133 rejected=89263 last=keep reason=rewritten
+[llm clean] completed=151700 submitted=151771 kept=2528230 rejected=89266 last=reject reason=The text is a fragmented list of names, locations, and external links with repetitive boilerplate and no coherent narrat
+[llm clean] completed=151800 submitted=151871 kept=2528324 rejected=89272 last=keep reason=rewritten
+[llm clean] completed=151900 submitted=151971 kept=2528424 rejected=89272 last=keep reason=rewritten
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+[llm clean] completed=152100 submitted=152171 kept=2528618 rejected=89278 last=keep reason=rewritten
+[llm clean] completed=152200 submitted=152271 kept=2528715 rejected=89281 last=keep reason=rewritten
+[llm clean] completed=152300 submitted=152371 kept=2528813 rejected=89283 last=keep reason=rewritten
+[llm clean] completed=152400 submitted=152471 kept=2528909 rejected=89287 last=keep reason=rewritten
+[llm clean] completed=152500 submitted=152571 kept=2529001 rejected=89295 last=keep reason=rewritten
+[llm clean] completed=152600 submitted=152671 kept=2529100 rejected=89296 last=keep reason=rewritten
+[llm clean] completed=152700 submitted=152771 kept=2529198 rejected=89298 last=keep reason=rewritten
+[llm clean] completed=152800 submitted=152871 kept=2529294 rejected=89302 last=keep reason=rewritten
+[llm clean] completed=152900 submitted=152971 kept=2529389 rejected=89307 last=keep reason=rewritten
+[llm clean] completed=153000 submitted=153071 kept=2529487 rejected=89309 last=keep reason=rewritten
+[llm clean] completed=153100 submitted=153171 kept=2529582 rejected=89314 last=keep reason=rewritten
+[llm clean] completed=153200 submitted=153271 kept=2529680 rejected=89316 last=keep reason=rewritten
+[llm clean] completed=153300 submitted=153371 kept=2529779 rejected=89317 last=keep reason=rewritten
+[llm clean] completed=153400 submitted=153471 kept=2529878 rejected=89318 last=keep reason=rewritten
+[llm clean] completed=153500 submitted=153571 kept=2529975 rejected=89321 last=keep reason=rewritten
+[llm clean] completed=153600 submitted=153671 kept=2530074 rejected=89322 last=keep reason=rewritten
+[llm clean] completed=153700 submitted=153771 kept=2530173 rejected=89323 last=keep reason=rewritten
+[llm clean] completed=153800 submitted=153871 kept=2530273 rejected=89323 last=keep reason=rewritten
+[llm clean] completed=153900 submitted=153971 kept=2530369 rejected=89327 last=keep reason=rewritten
+[llm clean] completed=154000 submitted=154071 kept=2530467 rejected=89329 last=keep reason=rewritten
+[llm clean] completed=154100 submitted=154171 kept=2530558 rejected=89338 last=keep reason=rewritten
+[llm clean] completed=154200 submitted=154271 kept=2530647 rejected=89349 last=reject reason=The text is a series of disjointed blog comments and metadata without a coherent narrative or article structure. It cons
+[llm clean] completed=154300 submitted=154371 kept=2530738 rejected=89358 last=keep reason=rewritten
+[llm clean] completed=154400 submitted=154471 kept=2530835 rejected=89361 last=keep reason=rewritten
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+[llm clean] completed=154600 submitted=154671 kept=2531028 rejected=89368 last=keep reason=rewritten
+[llm clean] completed=154700 submitted=154771 kept=2531125 rejected=89371 last=keep reason=rewritten
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+[llm clean] completed=155100 submitted=155171 kept=2531507 rejected=89389 last=keep reason=rewritten
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+[llm clean] completed=155400 submitted=155471 kept=2531800 rejected=89396 last=keep reason=rewritten
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+[llm clean] completed=155600 submitted=155671 kept=2531996 rejected=89400 last=keep reason=rewritten
+[llm clean] completed=155700 submitted=155771 kept=2532094 rejected=89402 last=keep reason=rewritten
+[llm clean] completed=155800 submitted=155871 kept=2532194 rejected=89402 last=keep reason=rewritten
+[llm clean] completed=155900 submitted=155971 kept=2532294 rejected=89402 last=keep reason=rewritten
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+[llm clean] completed=156100 submitted=156171 kept=2532490 rejected=89406 last=keep reason=rewritten
+[llm clean] completed=156200 submitted=156271 kept=2532589 rejected=89407 last=keep reason=rewritten
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+[llm clean] completed=157700 submitted=157771 kept=2534052 rejected=89444 last=keep reason=clean_no_rewrite
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+[llm clean] completed=158000 submitted=158071 kept=2534345 rejected=89451 last=keep reason=rewritten
+[llm clean] completed=158100 submitted=158171 kept=2534442 rejected=89454 last=keep reason=rewritten
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+[llm clean] completed=158900 submitted=158971 kept=2535220 rejected=89476 last=keep reason=rewritten
+[llm clean] completed=159000 submitted=159071 kept=2535320 rejected=89476 last=keep reason=rewritten
+[llm clean] completed=159100 submitted=159171 kept=2535419 rejected=89477 last=keep reason=rewritten
+[llm clean] completed=159200 submitted=159271 kept=2535517 rejected=89479 last=keep reason=rewritten
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+[llm clean] completed=159400 submitted=159471 kept=2535708 rejected=89488 last=keep reason=rewritten
+[llm clean] completed=159500 submitted=159571 kept=2535807 rejected=89489 last=keep reason=rewritten
+[llm clean] completed=159600 submitted=159671 kept=2535905 rejected=89491 last=keep reason=rewritten
+[llm clean] completed=159700 submitted=159771 kept=2536002 rejected=89494 last=keep reason=rewritten
+[llm clean] completed=159800 submitted=159871 kept=2536099 rejected=89497 last=keep reason=rewritten
+[llm clean] completed=159900 submitted=159971 kept=2536199 rejected=89497 last=keep reason=rewritten
+[llm clean] completed=160000 submitted=160071 kept=2536299 rejected=89497 last=keep reason=rewritten
+[llm clean] completed=160100 submitted=160171 kept=2536396 rejected=89500 last=keep reason=rewritten
+[llm clean] completed=160200 submitted=160271 kept=2536496 rejected=89500 last=keep reason=rewritten
+[llm clean] completed=160300 submitted=160371 kept=2536592 rejected=89504 last=keep reason=rewritten
+[llm clean] completed=160400 submitted=160471 kept=2536690 rejected=89506 last=keep reason=rewritten
+[llm clean] completed=160500 submitted=160571 kept=2536789 rejected=89507 last=keep reason=rewritten
+[llm clean] completed=160600 submitted=160671 kept=2536883 rejected=89513 last=keep reason=rewritten
+[llm clean] completed=160700 submitted=160771 kept=2536978 rejected=89518 last=keep reason=rewritten
+[llm clean] completed=160800 submitted=160871 kept=2537076 rejected=89520 last=keep reason=rewritten
+[llm clean] completed=160900 submitted=160971 kept=2537172 rejected=89524 last=keep reason=rewritten
+[llm clean] completed=161000 submitted=161071 kept=2537272 rejected=89524 last=keep reason=rewritten
+[llm clean] completed=161100 submitted=161171 kept=2537367 rejected=89529 last=keep reason=rewritten
+[llm clean] completed=161200 submitted=161271 kept=2537467 rejected=89529 last=keep reason=rewritten
+[llm clean] completed=161300 submitted=161371 kept=2537566 rejected=89530 last=keep reason=rewritten
+[llm clean] completed=161400 submitted=161471 kept=2537659 rejected=89537 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=161500 submitted=161571 kept=2537745 rejected=89551 last=reject reason=The text is a fragmented email exchange consisting of short, conversational snippets, metadata, and isolated remarks. It
+[llm clean] completed=161600 submitted=161671 kept=2537844 rejected=89552 last=keep reason=rewritten
+[llm clean] completed=161700 submitted=161771 kept=2537942 rejected=89554 last=keep reason=rewritten
+[llm clean] completed=161800 submitted=161871 kept=2538039 rejected=89557 last=keep reason=rewritten
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+[llm clean] completed=162100 submitted=162171 kept=2538332 rejected=89564 last=keep reason=rewritten
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+[llm clean] completed=162300 submitted=162371 kept=2538528 rejected=89568 last=keep reason=rewritten
+[llm clean] completed=162400 submitted=162471 kept=2538626 rejected=89570 last=keep reason=rewritten
+[llm clean] completed=162500 submitted=162571 kept=2538722 rejected=89574 last=keep reason=rewritten
+[llm clean] completed=162600 submitted=162671 kept=2538822 rejected=89574 last=keep reason=rewritten
+[llm clean] completed=162700 submitted=162771 kept=2538920 rejected=89576 last=keep reason=rewritten
+[llm clean] completed=162800 submitted=162871 kept=2539019 rejected=89577 last=keep reason=rewritten
+[llm clean] completed=162900 submitted=162971 kept=2539118 rejected=89578 last=keep reason=rewritten
+[llm clean] completed=163000 submitted=163071 kept=2539214 rejected=89582 last=keep reason=rewritten
+[llm clean] completed=163100 submitted=163171 kept=2539309 rejected=89587 last=keep reason=rewritten
+[llm clean] completed=163200 submitted=163271 kept=2539403 rejected=89593 last=keep reason=rewritten
+[llm clean] completed=163300 submitted=163371 kept=2539498 rejected=89598 last=keep reason=rewritten
+[llm clean] completed=163400 submitted=163471 kept=2539598 rejected=89598 last=keep reason=rewritten
+[llm clean] completed=163500 submitted=163571 kept=2539690 rejected=89606 last=keep reason=rewritten
+[llm clean] completed=163600 submitted=163671 kept=2539785 rejected=89611 last=keep reason=rewritten
+[llm clean] completed=163700 submitted=163770 kept=2539878 rejected=89618 last=keep reason=rewritten
+[llm clean] completed=163800 submitted=163871 kept=2539977 rejected=89619 last=keep reason=rewritten
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+[llm clean] completed=212600 submitted=212671 kept=2587178 rejected=91218 last=keep reason=rewritten
+[llm clean] completed=212700 submitted=212771 kept=2587271 rejected=91225 last=keep reason=rewritten
+[llm clean] completed=212800 submitted=212871 kept=2587370 rejected=91226 last=keep reason=rewritten
+[llm clean] completed=212900 submitted=212971 kept=2587467 rejected=91229 last=keep reason=rewritten
+[llm clean] completed=213000 submitted=213071 kept=2587561 rejected=91235 last=keep reason=rewritten
+[llm clean] completed=213100 submitted=213171 kept=2587657 rejected=91239 last=keep reason=rewritten
+[llm clean] completed=213200 submitted=213271 kept=2587756 rejected=91240 last=keep reason=rewritten
+[llm clean] completed=213300 submitted=213371 kept=2587853 rejected=91243 last=keep reason=rewritten
+[llm clean] completed=213400 submitted=213471 kept=2587953 rejected=91243 last=keep reason=rewritten
+[llm clean] completed=213500 submitted=213571 kept=2588051 rejected=91245 last=keep reason=rewritten
+[llm clean] completed=213600 submitted=213671 kept=2588151 rejected=91245 last=keep reason=rewritten
+[llm clean] completed=213700 submitted=213771 kept=2588249 rejected=91247 last=keep reason=rewritten
+[llm clean] completed=213800 submitted=213871 kept=2588348 rejected=91248 last=keep reason=rewritten
+[llm clean] completed=213900 submitted=213971 kept=2588445 rejected=91251 last=keep reason=rewritten
+[llm clean] completed=214000 submitted=214071 kept=2588543 rejected=91253 last=keep reason=rewritten
+[llm clean] completed=214100 submitted=214171 kept=2588641 rejected=91255 last=keep reason=rewritten
+[llm clean] completed=214200 submitted=214271 kept=2588732 rejected=91264 last=keep reason=rewritten
+[llm clean] completed=214300 submitted=214371 kept=2588829 rejected=91267 last=keep reason=rewritten
+[llm clean] completed=214400 submitted=214471 kept=2588929 rejected=91267 last=keep reason=rewritten
+[llm clean] completed=214500 submitted=214571 kept=2589026 rejected=91270 last=keep reason=rewritten
+[llm clean] completed=214600 submitted=214671 kept=2589123 rejected=91273 last=keep reason=rewritten
+[llm clean] completed=214700 submitted=214771 kept=2589218 rejected=91278 last=keep reason=rewritten
+[llm clean] completed=214800 submitted=214871 kept=2589311 rejected=91285 last=keep reason=rewritten
+[llm clean] completed=214900 submitted=214971 kept=2589407 rejected=91289 last=keep reason=rewritten
+[llm clean] completed=215000 submitted=215071 kept=2589497 rejected=91299 last=keep reason=rewritten
+[llm clean] completed=215100 submitted=215171 kept=2589593 rejected=91303 last=keep reason=rewritten
+[llm clean] completed=215200 submitted=215271 kept=2589692 rejected=91304 last=keep reason=rewritten
+[llm clean] completed=215300 submitted=215371 kept=2589783 rejected=91313 last=keep reason=rewritten
+[llm clean] completed=215400 submitted=215471 kept=2589880 rejected=91316 last=keep reason=rewritten
+[llm clean] completed=215500 submitted=215571 kept=2589978 rejected=91318 last=keep reason=rewritten
+[llm clean] completed=215600 submitted=215671 kept=2590078 rejected=91318 last=keep reason=rewritten
+[llm clean] completed=215700 submitted=215771 kept=2590175 rejected=91321 last=keep reason=rewritten
+[llm clean] completed=215800 submitted=215871 kept=2590274 rejected=91322 last=keep reason=rewritten
+[llm clean] completed=215900 submitted=215971 kept=2590358 rejected=91338 last=keep reason=rewritten
+[llm clean] completed=216000 submitted=216071 kept=2590456 rejected=91340 last=keep reason=rewritten
+[llm clean] completed=216100 submitted=216171 kept=2590554 rejected=91342 last=keep reason=rewritten
+[llm clean] completed=216200 submitted=216271 kept=2590653 rejected=91343 last=keep reason=rewritten
+[llm clean] completed=216300 submitted=216371 kept=2590750 rejected=91346 last=keep reason=rewritten
+[llm clean] completed=216400 submitted=216471 kept=2590850 rejected=91346 last=keep reason=rewritten
+[llm clean] completed=216500 submitted=216571 kept=2590947 rejected=91349 last=keep reason=rewritten
+[llm clean] completed=216600 submitted=216671 kept=2591046 rejected=91350 last=keep reason=rewritten
+[llm clean] completed=216700 submitted=216771 kept=2591142 rejected=91354 last=keep reason=rewritten
+[llm clean] completed=216800 submitted=216871 kept=2591234 rejected=91362 last=keep reason=rewritten
+[llm clean] completed=216900 submitted=216971 kept=2591333 rejected=91363 last=keep reason=rewritten
+[llm clean] completed=217000 submitted=217071 kept=2591431 rejected=91365 last=keep reason=rewritten
+[llm clean] completed=217100 submitted=217171 kept=2591527 rejected=91369 last=keep reason=rewritten
+[llm clean] completed=217200 submitted=217271 kept=2591625 rejected=91371 last=keep reason=rewritten
+[llm clean] completed=217300 submitted=217371 kept=2591724 rejected=91372 last=keep reason=rewritten
+[llm clean] completed=217400 submitted=217471 kept=2591823 rejected=91373 last=keep reason=rewritten
+[llm clean] completed=217500 submitted=217571 kept=2591920 rejected=91376 last=keep reason=rewritten
+[llm clean] completed=217600 submitted=217671 kept=2592014 rejected=91382 last=keep reason=rewritten
+[llm clean] completed=217700 submitted=217771 kept=2592109 rejected=91387 last=keep reason=rewritten
+[llm clean] completed=217800 submitted=217871 kept=2592205 rejected=91391 last=keep reason=rewritten
+[llm clean] completed=217900 submitted=217971 kept=2592301 rejected=91395 last=keep reason=rewritten
+[llm clean] completed=218000 submitted=218071 kept=2592401 rejected=91395 last=keep reason=rewritten
+[llm clean] completed=218100 submitted=218171 kept=2592497 rejected=91399 last=keep reason=rewritten
+[llm clean] completed=218200 submitted=218271 kept=2592596 rejected=91400 last=keep reason=rewritten
+[llm clean] completed=218300 submitted=218371 kept=2592694 rejected=91402 last=keep reason=rewritten
+[llm clean] completed=218400 submitted=218471 kept=2592789 rejected=91407 last=keep reason=rewritten
+[llm clean] completed=218500 submitted=218571 kept=2592887 rejected=91409 last=keep reason=rewritten
+[llm clean] completed=218600 submitted=218671 kept=2592985 rejected=91411 last=keep reason=rewritten
+[llm clean] completed=218700 submitted=218771 kept=2593081 rejected=91415 last=keep reason=rewritten
+[llm clean] completed=218800 submitted=218871 kept=2593179 rejected=91417 last=keep reason=rewritten
+[llm clean] completed=218900 submitted=218971 kept=2593270 rejected=91426 last=keep reason=rewritten
+[llm clean] completed=219000 submitted=219071 kept=2593368 rejected=91428 last=keep reason=rewritten
+[llm clean] completed=219100 submitted=219171 kept=2593464 rejected=91432 last=reject reason=The text is a disjointed list of character abilities, stats, and cooldowns from a video game, lacking coherent narrative
+[llm clean] completed=219200 submitted=219271 kept=2593559 rejected=91437 last=keep reason=rewritten
+[llm clean] completed=219300 submitted=219371 kept=2593658 rejected=91438 last=keep reason=rewritten
+[llm clean] completed=219400 submitted=219471 kept=2593755 rejected=91441 last=keep reason=rewritten
+[llm clean] completed=219500 submitted=219571 kept=2593855 rejected=91441 last=keep reason=rewritten
+[llm clean] completed=219600 submitted=219671 kept=2593952 rejected=91444 last=keep reason=rewritten
+[llm clean] completed=219700 submitted=219771 kept=2594046 rejected=91450 last=keep reason=rewritten
+[llm clean] completed=219800 submitted=219871 kept=2594135 rejected=91461 last=keep reason=rewritten
+[llm clean] completed=219900 submitted=219971 kept=2594231 rejected=91465 last=keep reason=rewritten
+[llm clean] completed=220000 submitted=220071 kept=2594328 rejected=91468 last=keep reason=rewritten
+[llm clean] completed=220100 submitted=220171 kept=2594428 rejected=91468 last=keep reason=rewritten
+[llm clean] completed=220200 submitted=220270 kept=2594524 rejected=91472 last=keep reason=rewritten
+[llm clean] completed=220300 submitted=220371 kept=2594624 rejected=91472 last=keep reason=rewritten
+[llm clean] completed=220400 submitted=220471 kept=2594722 rejected=91474 last=keep reason=rewritten
+[llm clean] completed=220500 submitted=220571 kept=2594821 rejected=91475 last=keep reason=rewritten
+[llm clean] completed=220600 submitted=220671 kept=2594915 rejected=91481 last=keep reason=rewritten
+[llm clean] completed=220700 submitted=220771 kept=2595014 rejected=91482 last=keep reason=rewritten
+[llm clean] completed=220800 submitted=220871 kept=2595096 rejected=91500 last=keep reason=rewritten
+[llm clean] completed=220900 submitted=220971 kept=2595195 rejected=91501 last=keep reason=rewritten
+[llm clean] completed=221000 submitted=221071 kept=2595294 rejected=91502 last=keep reason=rewritten
+[llm clean] completed=221100 submitted=221171 kept=2595390 rejected=91506 last=keep reason=rewritten
+[llm clean] completed=221200 submitted=221271 kept=2595487 rejected=91509 last=keep reason=rewritten
+[llm clean] completed=221300 submitted=221371 kept=2595586 rejected=91510 last=keep reason=rewritten
+[llm clean] completed=221400 submitted=221471 kept=2595686 rejected=91510 last=keep reason=rewritten
+[llm clean] completed=221500 submitted=221571 kept=2595784 rejected=91512 last=keep reason=rewritten
+[llm clean] completed=221600 submitted=221671 kept=2595880 rejected=91516 last=keep reason=rewritten
+[llm clean] completed=221700 submitted=221771 kept=2595978 rejected=91518 last=keep reason=rewritten
+[llm clean] completed=221800 submitted=221871 kept=2596076 rejected=91520 last=keep reason=rewritten
+[llm clean] completed=221900 submitted=221971 kept=2596175 rejected=91521 last=keep reason=rewritten
+[llm clean] completed=222000 submitted=222071 kept=2596273 rejected=91523 last=keep reason=rewritten
+[llm clean] completed=222100 submitted=222171 kept=2596373 rejected=91523 last=keep reason=rewritten
+[llm clean] completed=222200 submitted=222271 kept=2596471 rejected=91525 last=keep reason=rewritten
+[llm clean] completed=222300 submitted=222371 kept=2596567 rejected=91529 last=keep reason=rewritten
+[llm clean] completed=222400 submitted=222471 kept=2596667 rejected=91529 last=keep reason=rewritten
+[llm clean] completed=222500 submitted=222571 kept=2596766 rejected=91530 last=keep reason=rewritten
+[llm clean] completed=222600 submitted=222671 kept=2596858 rejected=91538 last=keep reason=rewritten
+[llm clean] completed=222700 submitted=222771 kept=2596956 rejected=91540 last=keep reason=rewritten
+[llm clean] completed=222800 submitted=222871 kept=2597053 rejected=91543 last=keep reason=rewritten
+[llm clean] completed=222900 submitted=222971 kept=2597152 rejected=91544 last=keep reason=rewritten
+[llm clean] completed=223000 submitted=223071 kept=2597249 rejected=91547 last=keep reason=rewritten
+[llm clean] completed=223100 submitted=223171 kept=2597346 rejected=91550 last=keep reason=rewritten
+[llm clean] completed=223200 submitted=223271 kept=2597445 rejected=91551 last=keep reason=rewritten
+[llm clean] completed=223300 submitted=223371 kept=2597543 rejected=91553 last=keep reason=rewritten
+[llm clean] completed=223400 submitted=223471 kept=2597642 rejected=91554 last=keep reason=rewritten
+[llm clean] completed=223500 submitted=223571 kept=2597738 rejected=91558 last=keep reason=rewritten
+[llm clean] completed=223600 submitted=223671 kept=2597834 rejected=91562 last=keep reason=rewritten
+[llm clean] completed=223700 submitted=223771 kept=2597927 rejected=91569 last=keep reason=rewritten
+[llm clean] completed=223800 submitted=223871 kept=2598026 rejected=91570 last=keep reason=rewritten
+[llm clean] completed=223900 submitted=223971 kept=2598125 rejected=91571 last=keep reason=rewritten
+[llm clean] completed=224000 submitted=224071 kept=2598219 rejected=91577 last=keep reason=rewritten
+[llm clean] completed=224100 submitted=224171 kept=2598316 rejected=91580 last=keep reason=rewritten
+[llm clean] completed=224200 submitted=224271 kept=2598407 rejected=91589 last=keep reason=rewritten
+[llm clean] completed=224300 submitted=224371 kept=2598504 rejected=91592 last=keep reason=rewritten
+[llm clean] completed=224400 submitted=224471 kept=2598602 rejected=91594 last=keep reason=rewritten
+[llm clean] completed=224500 submitted=224571 kept=2598698 rejected=91598 last=keep reason=rewritten
+[llm clean] completed=224600 submitted=224671 kept=2598797 rejected=91599 last=keep reason=rewritten
+[llm clean] completed=224700 submitted=224771 kept=2598895 rejected=91601 last=keep reason=rewritten
+[llm clean] completed=224800 submitted=224871 kept=2598993 rejected=91603 last=keep reason=rewritten
+[llm clean] completed=224900 submitted=224971 kept=2599092 rejected=91604 last=keep reason=rewritten
+[llm clean] completed=225000 submitted=225071 kept=2599192 rejected=91604 last=keep reason=rewritten
+[llm clean] completed=225100 submitted=225171 kept=2599287 rejected=91609 last=keep reason=rewritten
+[llm clean] completed=225200 submitted=225271 kept=2599375 rejected=91621 last=keep reason=rewritten
+[llm clean] completed=225300 submitted=225371 kept=2599473 rejected=91623 last=keep reason=rewritten
+[llm clean] completed=225400 submitted=225471 kept=2599571 rejected=91625 last=keep reason=rewritten
+[llm clean] completed=225500 submitted=225571 kept=2599654 rejected=91642 last=keep reason=rewritten
+[llm clean] completed=225600 submitted=225671 kept=2599751 rejected=91645 last=keep reason=rewritten
+[llm clean] completed=225700 submitted=225771 kept=2599846 rejected=91650 last=reject reason=The text consists entirely of repeated email confidentiality disclaimers and boilerplate legal notices, lacking any mean
+[llm clean] completed=225800 submitted=225871 kept=2599944 rejected=91652 last=keep reason=rewritten
+[llm clean] completed=225900 submitted=225971 kept=2600040 rejected=91656 last=keep reason=rewritten
+[llm clean] completed=226000 submitted=226071 kept=2600137 rejected=91659 last=keep reason=rewritten
+[llm clean] completed=226100 submitted=226171 kept=2600235 rejected=91661 last=keep reason=rewritten
+[llm clean] completed=226200 submitted=226271 kept=2600334 rejected=91662 last=keep reason=rewritten
+[llm clean] completed=226300 submitted=226371 kept=2600432 rejected=91664 last=keep reason=rewritten
+[llm clean] completed=226400 submitted=226471 kept=2600531 rejected=91665 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=226500 submitted=226571 kept=2600613 rejected=91683 last=keep reason=rewritten
+[llm clean] completed=226600 submitted=226671 kept=2600712 rejected=91684 last=keep reason=rewritten
+[llm clean] completed=226700 submitted=226771 kept=2600810 rejected=91686 last=keep reason=rewritten
+[llm clean] completed=226800 submitted=226871 kept=2600904 rejected=91692 last=keep reason=rewritten
+[llm clean] completed=226900 submitted=226971 kept=2600996 rejected=91700 last=keep reason=rewritten
+[llm clean] completed=227000 submitted=227071 kept=2601095 rejected=91701 last=keep reason=rewritten
+[llm clean] completed=227100 submitted=227171 kept=2601193 rejected=91703 last=keep reason=rewritten
+[llm clean] completed=227200 submitted=227271 kept=2601291 rejected=91705 last=keep reason=rewritten
+[llm clean] completed=227300 submitted=227371 kept=2601387 rejected=91709 last=keep reason=rewritten
+[llm clean] completed=227400 submitted=227471 kept=2601485 rejected=91711 last=keep reason=rewritten
+[llm clean] completed=227500 submitted=227571 kept=2601585 rejected=91711 last=keep reason=rewritten
+[llm clean] completed=227600 submitted=227671 kept=2601684 rejected=91712 last=reject reason=The text is a short, opinionated blog post snippet with a clear political bias and a single paragraph of content. It lac
+[llm clean] completed=227700 submitted=227771 kept=2601777 rejected=91719 last=keep reason=rewritten
+[llm clean] completed=227800 submitted=227871 kept=2601872 rejected=91724 last=keep reason=rewritten
+[llm clean] completed=227900 submitted=227971 kept=2601968 rejected=91728 last=keep reason=rewritten
+[llm clean] completed=228000 submitted=228071 kept=2602066 rejected=91730 last=keep reason=rewritten
+[llm clean] completed=228100 submitted=228171 kept=2602164 rejected=91732 last=keep reason=rewritten
+[llm clean] completed=228200 submitted=228271 kept=2602264 rejected=91732 last=keep reason=rewritten
+[llm clean] completed=228300 submitted=228371 kept=2602362 rejected=91734 last=keep reason=rewritten
+[llm clean] completed=228400 submitted=228471 kept=2602462 rejected=91734 last=keep reason=rewritten
+[llm clean] completed=228500 submitted=228571 kept=2602560 rejected=91736 last=keep reason=rewritten
+[llm clean] completed=228600 submitted=228671 kept=2602659 rejected=91737 last=keep reason=rewritten
+[llm clean] completed=228700 submitted=228771 kept=2602757 rejected=91739 last=keep reason=rewritten
+[llm clean] completed=228800 submitted=228871 kept=2602856 rejected=91740 last=keep reason=rewritten
+[llm clean] completed=228900 submitted=228971 kept=2602953 rejected=91743 last=keep reason=rewritten
+[llm clean] completed=229000 submitted=229071 kept=2603051 rejected=91745 last=keep reason=rewritten
+[llm clean] completed=229100 submitted=229171 kept=2603149 rejected=91747 last=keep reason=rewritten
+[llm clean] completed=229200 submitted=229271 kept=2603249 rejected=91747 last=keep reason=rewritten
+[llm clean] completed=229300 submitted=229371 kept=2603345 rejected=91751 last=reject reason=The text is primarily a promotional product listing for a digital card set, consisting of metadata, odds, and purchase i
+[llm clean] completed=229400 submitted=229471 kept=2603444 rejected=91752 last=keep reason=rewritten
+[llm clean] completed=229500 submitted=229571 kept=2603528 rejected=91768 last=keep reason=rewritten
+[llm clean] completed=229600 submitted=229671 kept=2603626 rejected=91770 last=keep reason=rewritten
+[llm clean] completed=229700 submitted=229771 kept=2603723 rejected=91773 last=keep reason=rewritten
+[llm clean] completed=229800 submitted=229871 kept=2603823 rejected=91773 last=keep reason=rewritten
+[llm clean] completed=229900 submitted=229971 kept=2603917 rejected=91779 last=keep reason=rewritten
+[llm clean] completed=230000 submitted=230071 kept=2604011 rejected=91785 last=keep reason=rewritten
+[llm clean] completed=230100 submitted=230171 kept=2604108 rejected=91788 last=reject reason=The text is a collection of isolated tweets and social media posts without a coherent narrative or article structure. It
+[llm clean] completed=230200 submitted=230271 kept=2604208 rejected=91788 last=keep reason=rewritten
+[llm clean] completed=230300 submitted=230371 kept=2604306 rejected=91790 last=keep reason=rewritten
+[llm clean] completed=230400 submitted=230471 kept=2604398 rejected=91798 last=keep reason=rewritten
+[llm clean] completed=230500 submitted=230571 kept=2604495 rejected=91801 last=keep reason=rewritten
+[llm clean] completed=230600 submitted=230671 kept=2604595 rejected=91801 last=keep reason=rewritten
+[llm clean] completed=230700 submitted=230771 kept=2604694 rejected=91802 last=keep reason=rewritten
+[llm clean] completed=230800 submitted=230871 kept=2604793 rejected=91803 last=keep reason=rewritten
+[llm clean] completed=230900 submitted=230971 kept=2604892 rejected=91804 last=keep reason=rewritten
+[llm clean] completed=231000 submitted=231071 kept=2604991 rejected=91805 last=keep reason=rewritten
+[llm clean] completed=231100 submitted=231171 kept=2605089 rejected=91807 last=keep reason=rewritten
+[llm clean] completed=231200 submitted=231271 kept=2605187 rejected=91809 last=keep reason=rewritten
+[llm clean] completed=231300 submitted=231371 kept=2605285 rejected=91811 last=keep reason=rewritten
+[llm clean] completed=231400 submitted=231471 kept=2605383 rejected=91813 last=keep reason=rewritten
+[llm clean] completed=231500 submitted=231571 kept=2605481 rejected=91815 last=keep reason=rewritten
+[llm clean] completed=231600 submitted=231671 kept=2605580 rejected=91816 last=keep reason=rewritten
+[llm clean] completed=231700 submitted=231771 kept=2605677 rejected=91819 last=keep reason=rewritten
+[llm clean] completed=231800 submitted=231871 kept=2605774 rejected=91822 last=reject reason=The text is primarily a list of function definitions and documentation snippets without meaningful narrative or article-
+[llm clean] completed=231900 submitted=231971 kept=2605859 rejected=91837 last=keep reason=rewritten
+[llm clean] completed=232000 submitted=232071 kept=2605935 rejected=91861 last=keep reason=rewritten
+[llm clean] completed=232100 submitted=232171 kept=2606032 rejected=91864 last=keep reason=rewritten
+[llm clean] completed=232200 submitted=232271 kept=2606127 rejected=91869 last=keep reason=rewritten
+[llm clean] completed=232300 submitted=232371 kept=2606227 rejected=91869 last=keep reason=rewritten
+[llm clean] completed=232400 submitted=232471 kept=2606322 rejected=91874 last=keep reason=rewritten
+[llm clean] completed=232500 submitted=232571 kept=2606421 rejected=91875 last=keep reason=rewritten
+[llm clean] completed=232600 submitted=232671 kept=2606518 rejected=91878 last=keep reason=rewritten
+[llm clean] completed=232700 submitted=232771 kept=2606611 rejected=91885 last=keep reason=rewritten
+[llm clean] completed=232800 submitted=232871 kept=2606706 rejected=91890 last=keep reason=rewritten
+[llm clean] completed=232900 submitted=232971 kept=2606802 rejected=91894 last=keep reason=rewritten
+[llm clean] completed=233000 submitted=233071 kept=2606900 rejected=91896 last=keep reason=rewritten
+[llm clean] completed=233100 submitted=233171 kept=2606994 rejected=91902 last=keep reason=rewritten
+[llm clean] completed=233200 submitted=233271 kept=2607093 rejected=91903 last=keep reason=rewritten
+[llm clean] completed=233300 submitted=233371 kept=2607191 rejected=91905 last=keep reason=rewritten
+[llm clean] completed=233400 submitted=233471 kept=2607289 rejected=91907 last=keep reason=rewritten
+[llm clean] completed=233500 submitted=233571 kept=2607383 rejected=91913 last=reject reason=The input is primarily raw AppleScript code, property definitions, and version history notes for a software application.
+[llm clean] completed=233600 submitted=233671 kept=2607468 rejected=91928 last=keep reason=rewritten
+[llm clean] completed=233700 submitted=233771 kept=2607564 rejected=91932 last=keep reason=rewritten
+[llm clean] completed=233800 submitted=233871 kept=2607664 rejected=91932 last=keep reason=rewritten
+[llm clean] completed=233900 submitted=233971 kept=2607764 rejected=91932 last=keep reason=rewritten
+[llm clean] completed=234000 submitted=234071 kept=2607862 rejected=91934 last=keep reason=rewritten
+[llm clean] completed=234100 submitted=234171 kept=2607961 rejected=91935 last=keep reason=rewritten
+[llm clean] completed=234200 submitted=234271 kept=2608057 rejected=91939 last=keep reason=rewritten
+[llm clean] completed=234300 submitted=234371 kept=2608155 rejected=91941 last=keep reason=rewritten
+[llm clean] completed=234400 submitted=234471 kept=2608253 rejected=91943 last=keep reason=rewritten
+[llm clean] completed=234500 submitted=234571 kept=2608345 rejected=91951 last=keep reason=rewritten
+[llm clean] completed=234600 submitted=234671 kept=2608443 rejected=91953 last=keep reason=rewritten
+[llm clean] completed=234700 submitted=234771 kept=2608541 rejected=91955 last=keep reason=rewritten
+[llm clean] completed=234800 submitted=234871 kept=2608638 rejected=91958 last=keep reason=rewritten
+[llm clean] completed=234900 submitted=234971 kept=2608738 rejected=91958 last=keep reason=rewritten
+[llm clean] completed=235000 submitted=235071 kept=2608830 rejected=91966 last=keep reason=rewritten
+[llm clean] completed=235100 submitted=235171 kept=2608930 rejected=91966 last=keep reason=rewritten
+[llm clean] completed=235200 submitted=235271 kept=2609026 rejected=91970 last=keep reason=rewritten
+[llm clean] completed=235300 submitted=235371 kept=2609123 rejected=91973 last=keep reason=rewritten
+[llm clean] completed=235400 submitted=235471 kept=2609220 rejected=91976 last=keep reason=rewritten
+[llm clean] completed=235500 submitted=235571 kept=2609317 rejected=91979 last=keep reason=rewritten
+[llm clean] completed=235600 submitted=235671 kept=2609417 rejected=91979 last=keep reason=rewritten
+[llm clean] completed=235700 submitted=235771 kept=2609517 rejected=91979 last=keep reason=rewritten
+[llm clean] completed=235800 submitted=235871 kept=2609615 rejected=91981 last=keep reason=rewritten
+[llm clean] completed=235900 submitted=235971 kept=2609711 rejected=91985 last=keep reason=rewritten
+[llm clean] completed=236000 submitted=236071 kept=2609811 rejected=91985 last=keep reason=rewritten
+[llm clean] completed=236100 submitted=236171 kept=2609910 rejected=91986 last=keep reason=rewritten
+[llm clean] completed=236200 submitted=236271 kept=2610004 rejected=91992 last=keep reason=rewritten
+[llm clean] completed=236300 submitted=236371 kept=2610102 rejected=91994 last=keep reason=rewritten
+[llm clean] completed=236400 submitted=236471 kept=2610202 rejected=91994 last=keep reason=rewritten
+[llm clean] completed=236500 submitted=236571 kept=2610297 rejected=91999 last=keep reason=rewritten
+[llm clean] completed=236600 submitted=236671 kept=2610396 rejected=92000 last=keep reason=rewritten
+[llm clean] completed=236700 submitted=236771 kept=2610495 rejected=92001 last=keep reason=rewritten
+[llm clean] completed=236800 submitted=236871 kept=2610589 rejected=92007 last=keep reason=rewritten
+[llm clean] completed=236900 submitted=236971 kept=2610686 rejected=92010 last=keep reason=rewritten
+[llm clean] completed=237000 submitted=237071 kept=2610786 rejected=92010 last=keep reason=rewritten
+[llm clean] completed=237100 submitted=237171 kept=2610886 rejected=92010 last=keep reason=rewritten
+[llm clean] completed=237200 submitted=237271 kept=2610985 rejected=92011 last=keep reason=rewritten
+[llm clean] completed=237300 submitted=237371 kept=2611083 rejected=92013 last=keep reason=rewritten
+[llm clean] completed=237400 submitted=237471 kept=2611181 rejected=92015 last=keep reason=rewritten
+[llm clean] completed=237500 submitted=237571 kept=2611279 rejected=92017 last=keep reason=rewritten
+[llm clean] completed=237600 submitted=237671 kept=2611378 rejected=92018 last=keep reason=rewritten
+[llm clean] completed=237700 submitted=237771 kept=2611476 rejected=92020 last=keep reason=rewritten
+[llm clean] completed=237800 submitted=237871 kept=2611561 rejected=92035 last=keep reason=rewritten
+[llm clean] completed=237900 submitted=237971 kept=2611661 rejected=92035 last=keep reason=rewritten
+[llm clean] completed=238000 submitted=238071 kept=2611753 rejected=92043 last=keep reason=rewritten
+[llm clean] completed=238100 submitted=238171 kept=2611851 rejected=92045 last=keep reason=rewritten
+[llm clean] completed=238200 submitted=238271 kept=2611951 rejected=92045 last=keep reason=rewritten
+[llm clean] completed=238300 submitted=238371 kept=2612034 rejected=92062 last=keep reason=rewritten
+[llm clean] completed=238400 submitted=238471 kept=2612133 rejected=92063 last=keep reason=rewritten
+[llm clean] completed=238500 submitted=238571 kept=2612232 rejected=92064 last=keep reason=rewritten
+[llm clean] completed=238600 submitted=238671 kept=2612330 rejected=92066 last=keep reason=rewritten
+[llm clean] completed=238700 submitted=238771 kept=2612426 rejected=92070 last=reject reason=The text is mostly boilerplate, navigation labels, tags, and unrelated fragments from a blog post footer, lacking cohere
+[llm clean] completed=238800 submitted=238871 kept=2612525 rejected=92071 last=keep reason=rewritten
+[llm clean] completed=238900 submitted=238971 kept=2612623 rejected=92073 last=keep reason=rewritten
+[llm clean] completed=239000 submitted=239071 kept=2612721 rejected=92075 last=keep reason=rewritten
+[llm clean] completed=239100 submitted=239171 kept=2612820 rejected=92076 last=keep reason=rewritten
+[llm clean] completed=239200 submitted=239271 kept=2612920 rejected=92076 last=keep reason=rewritten
+[llm clean] completed=239300 submitted=239371 kept=2613020 rejected=92076 last=keep reason=rewritten
+[llm clean] completed=239400 submitted=239471 kept=2613118 rejected=92078 last=keep reason=rewritten
+[llm clean] completed=239500 submitted=239571 kept=2613212 rejected=92084 last=keep reason=rewritten
+[llm clean] completed=239600 submitted=239671 kept=2613306 rejected=92090 last=keep reason=rewritten
+[llm clean] completed=239700 submitted=239771 kept=2613406 rejected=92090 last=keep reason=rewritten
+[llm clean] completed=239800 submitted=239871 kept=2613476 rejected=92120 last=keep reason=rewritten
+[llm clean] completed=239900 submitted=239971 kept=2613572 rejected=92124 last=keep reason=rewritten
+[llm clean] completed=240000 submitted=240071 kept=2613669 rejected=92127 last=keep reason=rewritten
+[llm clean] completed=240100 submitted=240171 kept=2613766 rejected=92130 last=keep reason=rewritten
+[llm clean] completed=240200 submitted=240271 kept=2613861 rejected=92135 last=reject reason=The text is a fragmented list of park names, locations, and administrative notes (e.g., 'Temporary Alcohol Permit Requir
+[llm clean] completed=240300 submitted=240371 kept=2613957 rejected=92139 last=keep reason=rewritten
+[llm clean] completed=240400 submitted=240471 kept=2614053 rejected=92143 last=keep reason=rewritten
+[llm clean] completed=240500 submitted=240571 kept=2614146 rejected=92150 last=keep reason=rewritten
+[llm clean] completed=240600 submitted=240671 kept=2614242 rejected=92154 last=keep reason=rewritten
+[llm clean] completed=240700 submitted=240771 kept=2614333 rejected=92163 last=keep reason=rewritten
+[llm clean] completed=240800 submitted=240871 kept=2614431 rejected=92165 last=keep reason=rewritten
+[llm clean] completed=240900 submitted=240971 kept=2614527 rejected=92169 last=keep reason=rewritten
+[llm clean] completed=241000 submitted=241071 kept=2614627 rejected=92169 last=keep reason=rewritten
+[llm clean] completed=241100 submitted=241171 kept=2614727 rejected=92169 last=keep reason=rewritten
+[llm clean] completed=241200 submitted=241271 kept=2614824 rejected=92172 last=keep reason=rewritten
+[llm clean] completed=241300 submitted=241371 kept=2614922 rejected=92174 last=keep reason=rewritten
+[llm clean] completed=241400 submitted=241471 kept=2615017 rejected=92179 last=keep reason=rewritten
+[llm clean] completed=241500 submitted=241571 kept=2615110 rejected=92186 last=keep reason=rewritten
+[llm clean] completed=241600 submitted=241671 kept=2615206 rejected=92190 last=keep reason=rewritten
+[llm clean] completed=241700 submitted=241771 kept=2615300 rejected=92196 last=keep reason=rewritten
+[llm clean] completed=241800 submitted=241871 kept=2615370 rejected=92226 last=keep reason=rewritten
+[llm clean] completed=241900 submitted=241971 kept=2615468 rejected=92228 last=keep reason=rewritten
+[llm clean] completed=242000 submitted=242071 kept=2615568 rejected=92228 last=keep reason=rewritten
+[llm clean] completed=242100 submitted=242171 kept=2615662 rejected=92234 last=keep reason=rewritten
+[llm clean] completed=242200 submitted=242271 kept=2615761 rejected=92235 last=keep reason=rewritten
+[llm clean] completed=242300 submitted=242371 kept=2615859 rejected=92237 last=keep reason=rewritten
+[llm clean] completed=242400 submitted=242471 kept=2615957 rejected=92239 last=keep reason=rewritten
+[llm clean] completed=242500 submitted=242571 kept=2616056 rejected=92240 last=keep reason=rewritten
+[llm clean] completed=242600 submitted=242671 kept=2616144 rejected=92252 last=reject reason=The text is a raw, noisy chat log with timestamps, usernames, and fragmented messages that lack coherent narrative struc
+[llm clean] completed=242700 submitted=242771 kept=2616227 rejected=92269 last=keep reason=rewritten
+[llm clean] completed=242800 submitted=242871 kept=2616317 rejected=92279 last=keep reason=rewritten
+[llm clean] completed=242900 submitted=242971 kept=2616411 rejected=92285 last=keep reason=rewritten
+[llm clean] completed=243000 submitted=243071 kept=2616508 rejected=92288 last=keep reason=rewritten
+[llm clean] completed=243100 submitted=243171 kept=2616600 rejected=92296 last=keep reason=rewritten
+[llm clean] completed=243200 submitted=243271 kept=2616698 rejected=92298 last=keep reason=rewritten
+[llm clean] completed=243300 submitted=243371 kept=2616797 rejected=92299 last=keep reason=rewritten
+[llm clean] completed=243400 submitted=243471 kept=2616896 rejected=92300 last=keep reason=rewritten
+[llm clean] completed=243500 submitted=243571 kept=2616995 rejected=92301 last=keep reason=rewritten
+[llm clean] completed=243600 submitted=243671 kept=2617091 rejected=92305 last=keep reason=rewritten
+[llm clean] completed=243700 submitted=243771 kept=2617190 rejected=92306 last=keep reason=rewritten
+[llm clean] completed=243800 submitted=243871 kept=2617285 rejected=92311 last=keep reason=rewritten
+[llm clean] completed=243900 submitted=243971 kept=2617378 rejected=92318 last=keep reason=rewritten
+[llm clean] completed=244000 submitted=244071 kept=2617475 rejected=92321 last=keep reason=rewritten
+[llm clean] completed=244100 submitted=244171 kept=2617575 rejected=92321 last=keep reason=rewritten
+[llm clean] completed=244200 submitted=244271 kept=2617672 rejected=92324 last=keep reason=rewritten
+[llm clean] completed=244300 submitted=244371 kept=2617771 rejected=92325 last=keep reason=rewritten
+[llm clean] completed=244400 submitted=244471 kept=2617868 rejected=92328 last=keep reason=rewritten
+[llm clean] completed=244500 submitted=244571 kept=2617965 rejected=92331 last=keep reason=rewritten
+[llm clean] completed=244600 submitted=244671 kept=2618063 rejected=92333 last=keep reason=rewritten
+[llm clean] completed=244700 submitted=244771 kept=2618158 rejected=92338 last=keep reason=rewritten
+[llm clean] completed=244800 submitted=244871 kept=2618256 rejected=92340 last=keep reason=rewritten
+[llm clean] completed=244900 submitted=244971 kept=2618355 rejected=92341 last=keep reason=rewritten
+[llm clean] completed=245000 submitted=245071 kept=2618454 rejected=92342 last=keep reason=rewritten
+[llm clean] completed=245100 submitted=245171 kept=2618551 rejected=92345 last=keep reason=rewritten
+[llm clean] completed=245200 submitted=245271 kept=2618650 rejected=92346 last=keep reason=rewritten
+[llm clean] completed=245300 submitted=245371 kept=2618748 rejected=92348 last=keep reason=rewritten
+[llm clean] completed=245400 submitted=245471 kept=2618848 rejected=92348 last=keep reason=rewritten
+[llm clean] completed=245500 submitted=245571 kept=2618946 rejected=92350 last=keep reason=rewritten
+[llm clean] completed=245600 submitted=245671 kept=2619045 rejected=92351 last=keep reason=rewritten
+[llm clean] completed=245700 submitted=245771 kept=2619143 rejected=92353 last=keep reason=rewritten
+[llm clean] completed=245800 submitted=245871 kept=2619240 rejected=92356 last=keep reason=clean_no_rewrite
+[llm clean] completed=245900 submitted=245971 kept=2619336 rejected=92360 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=246000 submitted=246071 kept=2619435 rejected=92361 last=keep reason=rewritten
+[llm clean] completed=246100 submitted=246171 kept=2619533 rejected=92363 last=keep reason=rewritten
+[llm clean] completed=246200 submitted=246271 kept=2619627 rejected=92369 last=reject reason=The input is a meaningless list of keywords, tags, and search terms without coherent prose structure or context.
+[llm clean] completed=246300 submitted=246371 kept=2619694 rejected=92402 last=keep reason=rewritten
+[llm clean] completed=246400 submitted=246471 kept=2619792 rejected=92404 last=keep reason=rewritten
+[llm clean] completed=246500 submitted=246571 kept=2619889 rejected=92407 last=reject reason=The text consists almost entirely of citation fragments, bibliographic references, and navigation/editing artifacts (e.g
+[llm clean] completed=246600 submitted=246671 kept=2619985 rejected=92411 last=keep reason=rewritten
+[llm clean] completed=246700 submitted=246771 kept=2620083 rejected=92413 last=keep reason=rewritten
+[llm clean] completed=246800 submitted=246871 kept=2620181 rejected=92415 last=keep reason=rewritten
+[llm clean] completed=246900 submitted=246971 kept=2620278 rejected=92418 last=keep reason=rewritten
+[llm clean] completed=247000 submitted=247071 kept=2620377 rejected=92419 last=keep reason=rewritten
+[llm clean] completed=247100 submitted=247171 kept=2620476 rejected=92420 last=keep reason=rewritten
+[llm clean] completed=247200 submitted=247271 kept=2620576 rejected=92420 last=keep reason=rewritten
+[llm clean] completed=247300 submitted=247371 kept=2620672 rejected=92424 last=keep reason=rewritten
+[llm clean] completed=247400 submitted=247471 kept=2620770 rejected=92426 last=keep reason=rewritten
+[llm clean] completed=247500 submitted=247571 kept=2620869 rejected=92427 last=keep reason=rewritten
+[llm clean] completed=247600 submitted=247671 kept=2620965 rejected=92431 last=keep reason=rewritten
+[llm clean] completed=247700 submitted=247771 kept=2621065 rejected=92431 last=keep reason=rewritten
+[llm clean] completed=247800 submitted=247871 kept=2621161 rejected=92435 last=keep reason=rewritten
+[llm clean] completed=247900 submitted=247971 kept=2621259 rejected=92437 last=keep reason=rewritten
+[llm clean] completed=248000 submitted=248071 kept=2621356 rejected=92440 last=keep reason=rewritten
+[llm clean] completed=248100 submitted=248171 kept=2621438 rejected=92458 last=keep reason=rewritten
+[llm clean] completed=248200 submitted=248271 kept=2621537 rejected=92459 last=keep reason=rewritten
+[llm clean] completed=248300 submitted=248371 kept=2621636 rejected=92460 last=keep reason=rewritten
+[llm clean] completed=248400 submitted=248471 kept=2621733 rejected=92463 last=keep reason=rewritten
+[llm clean] completed=248500 submitted=248571 kept=2621829 rejected=92467 last=keep reason=rewritten
+[llm clean] completed=248600 submitted=248671 kept=2621928 rejected=92468 last=keep reason=rewritten
+[llm clean] completed=248700 submitted=248771 kept=2622027 rejected=92469 last=keep reason=rewritten
+[llm clean] completed=248800 submitted=248871 kept=2622124 rejected=92472 last=keep reason=rewritten
+[llm clean] completed=248900 submitted=248971 kept=2622215 rejected=92481 last=keep reason=rewritten
+[llm clean] completed=249000 submitted=249071 kept=2622315 rejected=92481 last=keep reason=rewritten
+[llm clean] completed=249100 submitted=249171 kept=2622412 rejected=92484 last=keep reason=rewritten
+[llm clean] completed=249200 submitted=249271 kept=2622511 rejected=92485 last=keep reason=rewritten
+[llm clean] completed=249300 submitted=249371 kept=2622605 rejected=92491 last=keep reason=rewritten
+[llm clean] completed=249400 submitted=249471 kept=2622700 rejected=92496 last=keep reason=rewritten
+[llm clean] completed=249500 submitted=249571 kept=2622795 rejected=92501 last=keep reason=rewritten
+[llm clean] completed=249600 submitted=249671 kept=2622893 rejected=92503 last=keep reason=rewritten
+[llm clean] completed=249700 submitted=249771 kept=2622991 rejected=92505 last=keep reason=rewritten
+[llm clean] completed=249800 submitted=249871 kept=2623088 rejected=92508 last=keep reason=rewritten
+[llm clean] completed=249900 submitted=249971 kept=2623180 rejected=92516 last=keep reason=rewritten
+[llm clean] completed=250000 submitted=250071 kept=2623278 rejected=92518 last=keep reason=rewritten
+[llm clean] completed=250100 submitted=250171 kept=2623369 rejected=92527 last=keep reason=rewritten
+[llm clean] completed=250200 submitted=250271 kept=2623467 rejected=92529 last=keep reason=rewritten
+[llm clean] completed=250300 submitted=250371 kept=2623566 rejected=92530 last=keep reason=rewritten
+[llm clean] completed=250400 submitted=250471 kept=2623660 rejected=92536 last=keep reason=rewritten
+[llm clean] completed=250500 submitted=250571 kept=2623759 rejected=92537 last=keep reason=rewritten
+[llm clean] completed=250600 submitted=250671 kept=2623855 rejected=92541 last=keep reason=rewritten
+[llm clean] completed=250700 submitted=250771 kept=2623950 rejected=92546 last=keep reason=rewritten
+[llm clean] completed=250800 submitted=250871 kept=2624045 rejected=92551 last=keep reason=rewritten
+[llm clean] completed=250900 submitted=250971 kept=2624145 rejected=92551 last=keep reason=rewritten
+[llm clean] completed=251000 submitted=251071 kept=2624244 rejected=92552 last=keep reason=rewritten
+[llm clean] completed=251100 submitted=251171 kept=2624333 rejected=92563 last=reject reason=The text is a list of terms and conditions, which is a roster of rules and low-context fragments rather than coherent ar
+[llm clean] completed=251200 submitted=251271 kept=2624433 rejected=92563 last=keep reason=rewritten
+[llm clean] completed=251300 submitted=251371 kept=2624532 rejected=92564 last=keep reason=rewritten
+[llm clean] completed=251400 submitted=251471 kept=2624629 rejected=92567 last=keep reason=rewritten
+[llm clean] completed=251500 submitted=251571 kept=2624727 rejected=92569 last=keep reason=rewritten
+[llm clean] completed=251600 submitted=251671 kept=2624816 rejected=92580 last=keep reason=rewritten
+[llm clean] completed=251700 submitted=251771 kept=2624915 rejected=92581 last=keep reason=rewritten
+[llm clean] completed=251800 submitted=251871 kept=2625013 rejected=92583 last=keep reason=rewritten
+[llm clean] completed=251900 submitted=251971 kept=2625112 rejected=92584 last=keep reason=rewritten
+[llm clean] completed=252000 submitted=252071 kept=2625208 rejected=92588 last=keep reason=rewritten
+[llm clean] completed=252100 submitted=252171 kept=2625305 rejected=92591 last=keep reason=rewritten
+[llm clean] completed=252200 submitted=252271 kept=2625401 rejected=92595 last=keep reason=rewritten
+[llm clean] completed=252300 submitted=252371 kept=2625491 rejected=92605 last=keep reason=rewritten
+[llm clean] completed=252400 submitted=252471 kept=2625590 rejected=92606 last=keep reason=rewritten
+[llm clean] completed=252500 submitted=252571 kept=2625687 rejected=92609 last=keep reason=rewritten
+[llm clean] completed=252600 submitted=252671 kept=2625780 rejected=92616 last=keep reason=rewritten
+[llm clean] completed=252700 submitted=252771 kept=2625879 rejected=92617 last=keep reason=rewritten
+[llm clean] completed=252800 submitted=252871 kept=2625977 rejected=92619 last=keep reason=rewritten
+[llm clean] completed=252900 submitted=252971 kept=2626076 rejected=92620 last=keep reason=rewritten
+[llm clean] completed=253000 submitted=253071 kept=2626170 rejected=92626 last=keep reason=rewritten
+[llm clean] completed=253100 submitted=253171 kept=2626266 rejected=92630 last=keep reason=rewritten
+[llm clean] completed=253200 submitted=253271 kept=2626363 rejected=92633 last=keep reason=rewritten
+[llm clean] completed=253300 submitted=253371 kept=2626463 rejected=92633 last=keep reason=rewritten
+[llm clean] completed=253400 submitted=253471 kept=2626558 rejected=92638 last=keep reason=rewritten
+[llm clean] completed=253500 submitted=253571 kept=2626657 rejected=92639 last=keep reason=rewritten
+[llm clean] completed=253600 submitted=253671 kept=2626757 rejected=92639 last=keep reason=rewritten
+[llm clean] completed=253700 submitted=253771 kept=2626853 rejected=92643 last=keep reason=rewritten
+[llm clean] completed=253800 submitted=253871 kept=2626950 rejected=92646 last=keep reason=rewritten
+[llm clean] completed=253900 submitted=253971 kept=2627047 rejected=92649 last=keep reason=rewritten
+[llm clean] completed=254000 submitted=254071 kept=2627139 rejected=92657 last=reject reason=The text is a mix of a promotional snippet, a chaotic list of video game titles, and website boilerplate (donation promp
+[llm clean] completed=254100 submitted=254171 kept=2627239 rejected=92657 last=keep reason=rewritten
+[llm clean] completed=254200 submitted=254271 kept=2627337 rejected=92659 last=keep reason=rewritten
+[llm clean] completed=254300 submitted=254371 kept=2627430 rejected=92666 last=keep reason=rewritten
+[llm clean] completed=254400 submitted=254471 kept=2627519 rejected=92677 last=keep reason=rewritten
+[llm clean] completed=254500 submitted=254571 kept=2627617 rejected=92679 last=keep reason=rewritten
+[llm clean] completed=254600 submitted=254671 kept=2627716 rejected=92680 last=keep reason=rewritten
+[llm clean] completed=254700 submitted=254771 kept=2627815 rejected=92681 last=keep reason=rewritten
+[llm clean] completed=254800 submitted=254871 kept=2627914 rejected=92682 last=keep reason=rewritten
+[llm clean] completed=254900 submitted=254971 kept=2628006 rejected=92690 last=keep reason=rewritten
+[llm clean] completed=255000 submitted=255071 kept=2628087 rejected=92709 last=reject reason=The text is a raw, unstructured list of shotgun models and manufacturers without any narrative, context, or article-styl
+[llm clean] completed=255100 submitted=255171 kept=2628176 rejected=92720 last=keep reason=rewritten
+[llm clean] completed=255200 submitted=255271 kept=2628275 rejected=92721 last=keep reason=rewritten
+[llm clean] completed=255300 submitted=255371 kept=2628368 rejected=92728 last=keep reason=rewritten
+[llm clean] completed=255400 submitted=255471 kept=2628463 rejected=92733 last=keep reason=rewritten
+[llm clean] completed=255500 submitted=255571 kept=2628561 rejected=92735 last=keep reason=rewritten
+[llm clean] completed=255600 submitted=255671 kept=2628660 rejected=92736 last=keep reason=rewritten
+[llm clean] completed=255700 submitted=255771 kept=2628760 rejected=92736 last=keep reason=rewritten
+[llm clean] completed=255800 submitted=255871 kept=2628858 rejected=92738 last=keep reason=rewritten
+[llm clean] completed=255900 submitted=255971 kept=2628955 rejected=92741 last=keep reason=rewritten
+[llm clean] completed=256000 submitted=256071 kept=2629052 rejected=92744 last=keep reason=rewritten
+[llm clean] completed=256100 submitted=256171 kept=2629148 rejected=92748 last=keep reason=rewritten
+[llm clean] completed=256200 submitted=256270 kept=2629244 rejected=92752 last=keep reason=rewritten
+[llm clean] completed=256300 submitted=256371 kept=2629343 rejected=92753 last=keep reason=rewritten
+[llm clean] completed=256400 submitted=256471 kept=2629441 rejected=92755 last=keep reason=rewritten
+[llm clean] completed=256500 submitted=256571 kept=2629539 rejected=92757 last=keep reason=rewritten
+[llm clean] completed=256600 submitted=256671 kept=2629634 rejected=92762 last=keep reason=rewritten
+[llm clean] completed=256700 submitted=256771 kept=2629730 rejected=92766 last=keep reason=rewritten
+[llm clean] completed=256800 submitted=256871 kept=2629825 rejected=92771 last=reject reason=The text consists entirely of citation references, URLs, and metadata fragments without coherent article-style prose.
+[llm clean] completed=256900 submitted=256971 kept=2629922 rejected=92774 last=keep reason=rewritten
+[llm clean] completed=257000 submitted=257071 kept=2630020 rejected=92776 last=keep reason=rewritten
+[llm clean] completed=257100 submitted=257171 kept=2630113 rejected=92783 last=keep reason=rewritten
+[llm clean] completed=257200 submitted=257271 kept=2630212 rejected=92784 last=keep reason=rewritten
+[llm clean] completed=257300 submitted=257371 kept=2630312 rejected=92784 last=keep reason=rewritten
+[llm clean] completed=257400 submitted=257471 kept=2630409 rejected=92787 last=keep reason=rewritten
+[llm clean] completed=257500 submitted=257571 kept=2630508 rejected=92788 last=keep reason=rewritten
+[llm clean] completed=257600 submitted=257671 kept=2630597 rejected=92799 last=keep reason=rewritten
+[llm clean] completed=257700 submitted=257771 kept=2630687 rejected=92809 last=keep reason=rewritten
+[llm clean] completed=257800 submitted=257871 kept=2630785 rejected=92811 last=keep reason=rewritten
+[llm clean] completed=257900 submitted=257971 kept=2630881 rejected=92815 last=keep reason=rewritten
+[llm clean] completed=258000 submitted=258071 kept=2630976 rejected=92820 last=keep reason=rewritten
+[llm clean] completed=258100 submitted=258171 kept=2631074 rejected=92822 last=keep reason=rewritten
+[llm clean] completed=258200 submitted=258271 kept=2631173 rejected=92823 last=keep reason=rewritten
+[llm clean] completed=258300 submitted=258371 kept=2631269 rejected=92827 last=keep reason=rewritten
+[llm clean] completed=258400 submitted=258471 kept=2631368 rejected=92828 last=keep reason=rewritten
+[llm clean] completed=258500 submitted=258571 kept=2631464 rejected=92832 last=keep reason=rewritten
+[llm clean] completed=258600 submitted=258671 kept=2631563 rejected=92833 last=keep reason=rewritten
+[llm clean] completed=258700 submitted=258771 kept=2631661 rejected=92835 last=keep reason=rewritten
+[llm clean] completed=258800 submitted=258871 kept=2631761 rejected=92835 last=keep reason=rewritten
+[llm clean] completed=258900 submitted=258971 kept=2631858 rejected=92838 last=keep reason=rewritten
+[llm clean] completed=259000 submitted=259071 kept=2631951 rejected=92845 last=keep reason=rewritten
+[llm clean] completed=259100 submitted=259171 kept=2632049 rejected=92847 last=keep reason=rewritten
+[llm clean] completed=259200 submitted=259271 kept=2632149 rejected=92847 last=keep reason=rewritten
+[llm clean] completed=259300 submitted=259371 kept=2632248 rejected=92848 last=keep reason=rewritten
+[llm clean] completed=259400 submitted=259471 kept=2632348 rejected=92848 last=keep reason=rewritten
+[llm clean] completed=259500 submitted=259571 kept=2632447 rejected=92849 last=keep reason=rewritten
+[llm clean] completed=259600 submitted=259671 kept=2632534 rejected=92862 last=keep reason=rewritten
+[llm clean] completed=259700 submitted=259771 kept=2632631 rejected=92865 last=keep reason=rewritten
+[llm clean] completed=259800 submitted=259871 kept=2632727 rejected=92869 last=keep reason=rewritten
+[llm clean] completed=259900 submitted=259971 kept=2632826 rejected=92870 last=keep reason=rewritten
+[llm clean] completed=260000 submitted=260071 kept=2632917 rejected=92879 last=keep reason=rewritten
+[llm clean] completed=260100 submitted=260171 kept=2633012 rejected=92884 last=keep reason=rewritten
+[llm clean] completed=260200 submitted=260271 kept=2633110 rejected=92886 last=keep reason=rewritten
+[llm clean] completed=260300 submitted=260371 kept=2633209 rejected=92887 last=keep reason=rewritten
+[llm clean] completed=260400 submitted=260471 kept=2633307 rejected=92889 last=reject reason=The text is a disjointed collection of unrelated headlines, navigation artifacts, embedded code, and fragmented sentence
+[llm clean] completed=260500 submitted=260571 kept=2633404 rejected=92892 last=keep reason=rewritten
+[llm clean] completed=260600 submitted=260671 kept=2633503 rejected=92893 last=keep reason=rewritten
+[llm clean] completed=260700 submitted=260771 kept=2633602 rejected=92894 last=keep reason=rewritten
+[llm clean] completed=260800 submitted=260871 kept=2633701 rejected=92895 last=keep reason=rewritten
+[llm clean] completed=260900 submitted=260971 kept=2633799 rejected=92897 last=reject reason=The text is a collection of product review snippets and metadata, lacking coherent article-style prose structure. It con
+[llm clean] completed=261000 submitted=261071 kept=2633897 rejected=92899 last=keep reason=rewritten
+[llm clean] completed=261100 submitted=261171 kept=2633994 rejected=92902 last=keep reason=rewritten
+[llm clean] completed=261200 submitted=261271 kept=2634091 rejected=92905 last=keep reason=rewritten
+[llm clean] completed=261300 submitted=261371 kept=2634184 rejected=92912 last=keep reason=rewritten
+[llm clean] completed=261400 submitted=261471 kept=2634283 rejected=92913 last=keep reason=rewritten
+[llm clean] completed=261500 submitted=261571 kept=2634381 rejected=92915 last=keep reason=rewritten
+[llm clean] completed=261600 submitted=261671 kept=2634478 rejected=92918 last=keep reason=rewritten
+[llm clean] completed=261700 submitted=261771 kept=2634576 rejected=92920 last=keep reason=rewritten
+[llm clean] completed=261800 submitted=261871 kept=2634676 rejected=92920 last=keep reason=rewritten
+[llm clean] completed=261900 submitted=261971 kept=2634772 rejected=92924 last=reject reason=The text is a fragmented list of TV episode metadata, including titles, durations, air dates, and brief plot summaries, 
+[llm clean] completed=262000 submitted=262071 kept=2634870 rejected=92926 last=keep reason=rewritten
+[llm clean] completed=262100 submitted=262171 kept=2634969 rejected=92927 last=keep reason=rewritten
+[llm clean] completed=262200 submitted=262271 kept=2635068 rejected=92928 last=keep reason=rewritten
+[llm clean] completed=262300 submitted=262371 kept=2635163 rejected=92933 last=keep reason=rewritten
+[llm clean] completed=262400 submitted=262471 kept=2635260 rejected=92936 last=keep reason=rewritten
+[llm clean] completed=262500 submitted=262571 kept=2635356 rejected=92940 last=keep reason=rewritten
+[llm clean] completed=262600 submitted=262671 kept=2635454 rejected=92942 last=keep reason=rewritten
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+[llm clean] completed=262900 submitted=262971 kept=2635747 rejected=92949 last=keep reason=rewritten
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+[llm clean] completed=263100 submitted=263171 kept=2635937 rejected=92959 last=keep reason=rewritten
+[llm clean] completed=263200 submitted=263271 kept=2636033 rejected=92963 last=keep reason=rewritten
+[llm clean] completed=263300 submitted=263371 kept=2636129 rejected=92967 last=keep reason=rewritten
+[llm clean] completed=263400 submitted=263471 kept=2636229 rejected=92967 last=keep reason=rewritten
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+[llm clean] completed=263600 submitted=263671 kept=2636423 rejected=92973 last=keep reason=rewritten
+[llm clean] completed=263700 submitted=263771 kept=2636521 rejected=92975 last=keep reason=rewritten
+[llm clean] completed=263800 submitted=263871 kept=2636620 rejected=92976 last=keep reason=rewritten
+[llm clean] completed=263900 submitted=263971 kept=2636717 rejected=92979 last=keep reason=rewritten
+[llm clean] completed=264000 submitted=264071 kept=2636813 rejected=92983 last=keep reason=rewritten
+[llm clean] completed=264100 submitted=264171 kept=2636912 rejected=92984 last=keep reason=rewritten
+[llm clean] completed=264200 submitted=264271 kept=2637012 rejected=92984 last=keep reason=rewritten
+[llm clean] completed=264300 submitted=264371 kept=2637097 rejected=92999 last=keep reason=rewritten
+[llm clean] completed=264400 submitted=264471 kept=2637196 rejected=93000 last=keep reason=rewritten
+[llm clean] completed=264500 submitted=264571 kept=2637295 rejected=93001 last=keep reason=rewritten
+[llm clean] completed=264600 submitted=264671 kept=2637392 rejected=93004 last=keep reason=rewritten
+[llm clean] completed=264700 submitted=264771 kept=2637490 rejected=93006 last=keep reason=rewritten
+[llm clean] completed=264800 submitted=264871 kept=2637587 rejected=93009 last=keep reason=rewritten
+[llm clean] completed=264900 submitted=264971 kept=2637682 rejected=93014 last=keep reason=rewritten
+[llm clean] completed=265000 submitted=265071 kept=2637778 rejected=93018 last=reject reason=The text is a highly biased, polemical opinion piece with a clear political agenda, containing inflammatory language and
+[llm clean] completed=265100 submitted=265171 kept=2637875 rejected=93021 last=keep reason=rewritten
+[llm clean] completed=265200 submitted=265271 kept=2637967 rejected=93029 last=keep reason=rewritten
+[llm clean] completed=265300 submitted=265371 kept=2638062 rejected=93034 last=reject reason=The text is a list of academic references and citations, which falls under the category of rosters/lists of names/titles
+[llm clean] completed=265400 submitted=265471 kept=2638159 rejected=93037 last=keep reason=rewritten
+[llm clean] completed=265500 submitted=265571 kept=2638258 rejected=93038 last=keep reason=rewritten
+[llm clean] completed=265600 submitted=265671 kept=2638357 rejected=93039 last=keep reason=rewritten
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+[llm clean] completed=267800 submitted=267871 kept=2640506 rejected=93090 last=keep reason=rewritten
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+[llm clean] completed=268700 submitted=268771 kept=2641380 rejected=93116 last=keep reason=rewritten
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+[llm clean] completed=269300 submitted=269371 kept=2641943 rejected=93153 last=keep reason=rewritten
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+[llm clean] completed=269600 submitted=269671 kept=2642232 rejected=93164 last=keep reason=rewritten
+[llm clean] completed=269700 submitted=269771 kept=2642328 rejected=93168 last=keep reason=rewritten
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+[llm clean] completed=270000 submitted=270071 kept=2642607 rejected=93189 last=keep reason=rewritten
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+[llm clean] completed=270300 submitted=270371 kept=2642903 rejected=93193 last=keep reason=rewritten
+[llm clean] completed=270400 submitted=270471 kept=2643001 rejected=93195 last=keep reason=rewritten
+[llm clean] completed=270500 submitted=270571 kept=2643099 rejected=93197 last=keep reason=rewritten
+[llm clean] completed=270600 submitted=270671 kept=2643196 rejected=93200 last=keep reason=rewritten
+[llm clean] completed=270700 submitted=270771 kept=2643295 rejected=93201 last=keep reason=rewritten
+[llm clean] completed=270800 submitted=270871 kept=2643388 rejected=93208 last=keep reason=rewritten
+[llm clean] completed=270900 submitted=270971 kept=2643487 rejected=93209 last=keep reason=rewritten
+[llm clean] completed=271000 submitted=271071 kept=2643581 rejected=93215 last=keep reason=rewritten
+[llm clean] completed=271100 submitted=271171 kept=2643679 rejected=93217 last=keep reason=rewritten
+[llm clean] completed=271200 submitted=271271 kept=2643779 rejected=93217 last=keep reason=rewritten
+[llm clean] completed=271300 submitted=271371 kept=2643878 rejected=93218 last=keep reason=rewritten
+[llm clean] completed=271400 submitted=271471 kept=2643978 rejected=93218 last=keep reason=rewritten
+[llm clean] completed=271500 submitted=271571 kept=2644068 rejected=93228 last=keep reason=rewritten
+[llm clean] completed=271600 submitted=271671 kept=2644166 rejected=93230 last=keep reason=rewritten
+[llm clean] completed=271700 submitted=271771 kept=2644262 rejected=93234 last=keep reason=rewritten
+[llm clean] completed=271800 submitted=271871 kept=2644361 rejected=93235 last=keep reason=rewritten
+[llm clean] completed=271900 submitted=271970 kept=2644459 rejected=93237 last=keep reason=rewritten
+[llm clean] completed=272000 submitted=272071 kept=2644559 rejected=93237 last=keep reason=rewritten
+[llm clean] completed=272100 submitted=272171 kept=2644658 rejected=93238 last=keep reason=rewritten
+[llm clean] completed=272200 submitted=272271 kept=2644751 rejected=93245 last=keep reason=rewritten
+[llm clean] completed=272300 submitted=272371 kept=2644848 rejected=93248 last=keep reason=rewritten
+[llm clean] completed=272400 submitted=272471 kept=2644945 rejected=93251 last=keep reason=rewritten
+[llm clean] completed=272500 submitted=272571 kept=2645044 rejected=93252 last=keep reason=rewritten
+[llm clean] completed=272600 submitted=272671 kept=2645140 rejected=93256 last=keep reason=rewritten
+[llm clean] completed=272700 submitted=272771 kept=2645237 rejected=93259 last=reject reason=The text is mostly a collection of unrelated fragments, blog metadata, navigation links, and isolated quotes without a c
+[llm clean] completed=272800 submitted=272871 kept=2645333 rejected=93263 last=keep reason=rewritten
+[llm clean] completed=272900 submitted=272971 kept=2645431 rejected=93265 last=keep reason=rewritten
+[llm clean] completed=273000 submitted=273071 kept=2645530 rejected=93266 last=keep reason=rewritten
+[llm clean] completed=273100 submitted=273171 kept=2645628 rejected=93268 last=keep reason=rewritten
+[llm clean] completed=273200 submitted=273271 kept=2645727 rejected=93269 last=keep reason=rewritten
+[llm clean] completed=273300 submitted=273371 kept=2645822 rejected=93274 last=keep reason=rewritten
+[llm clean] completed=273400 submitted=273471 kept=2645921 rejected=93275 last=keep reason=rewritten
+[llm clean] completed=273500 submitted=273571 kept=2646017 rejected=93279 last=keep reason=rewritten
+[llm clean] completed=273600 submitted=273671 kept=2646116 rejected=93280 last=keep reason=rewritten
+[llm clean] completed=273700 submitted=273771 kept=2646213 rejected=93283 last=keep reason=rewritten
+[llm clean] completed=273800 submitted=273871 kept=2646311 rejected=93285 last=keep reason=rewritten
+[llm clean] completed=273900 submitted=273971 kept=2646406 rejected=93290 last=keep reason=rewritten
+[llm clean] completed=274000 submitted=274071 kept=2646501 rejected=93295 last=keep reason=rewritten
+[llm clean] completed=274100 submitted=274171 kept=2646601 rejected=93295 last=keep reason=rewritten
+[llm clean] completed=274200 submitted=274271 kept=2646696 rejected=93300 last=keep reason=rewritten
+[llm clean] completed=274300 submitted=274371 kept=2646796 rejected=93300 last=keep reason=rewritten
+[llm clean] completed=274400 submitted=274471 kept=2646885 rejected=93311 last=keep reason=rewritten
+[llm clean] completed=274500 submitted=274571 kept=2646983 rejected=93313 last=keep reason=rewritten
+[llm clean] completed=274600 submitted=274671 kept=2647083 rejected=93313 last=keep reason=rewritten
+[llm clean] completed=274700 submitted=274771 kept=2647180 rejected=93316 last=keep reason=rewritten
+[llm clean] completed=274800 submitted=274871 kept=2647276 rejected=93320 last=reject reason=The text is a list of academic references and citations, not a coherent article or prose passage.
+[llm clean] completed=274900 submitted=274971 kept=2647364 rejected=93332 last=keep reason=rewritten
+[llm clean] completed=275000 submitted=275071 kept=2647457 rejected=93339 last=keep reason=rewritten
+[llm clean] completed=275100 submitted=275171 kept=2647557 rejected=93339 last=keep reason=rewritten
+[llm clean] completed=275200 submitted=275271 kept=2647654 rejected=93342 last=keep reason=rewritten
+[llm clean] completed=275300 submitted=275371 kept=2647751 rejected=93345 last=keep reason=rewritten
+[llm clean] completed=275400 submitted=275471 kept=2647850 rejected=93346 last=keep reason=rewritten
+[llm clean] completed=275500 submitted=275571 kept=2647945 rejected=93351 last=keep reason=rewritten
+[llm clean] completed=275600 submitted=275671 kept=2648040 rejected=93356 last=keep reason=rewritten
+[llm clean] completed=275700 submitted=275771 kept=2648140 rejected=93356 last=keep reason=rewritten
+[llm clean] completed=275800 submitted=275871 kept=2648236 rejected=93360 last=keep reason=rewritten
+[llm clean] completed=275900 submitted=275971 kept=2648336 rejected=93360 last=keep reason=rewritten
+[llm clean] completed=276000 submitted=276071 kept=2648429 rejected=93367 last=keep reason=rewritten
+[llm clean] completed=276100 submitted=276171 kept=2648524 rejected=93372 last=keep reason=rewritten
+[llm clean] completed=276200 submitted=276271 kept=2648621 rejected=93375 last=keep reason=rewritten
+[llm clean] completed=276300 submitted=276371 kept=2648721 rejected=93375 last=keep reason=rewritten
+[llm clean] completed=276400 submitted=276471 kept=2648821 rejected=93375 last=keep reason=rewritten
+[llm clean] completed=276500 submitted=276571 kept=2648920 rejected=93376 last=keep reason=rewritten
+[llm clean] completed=276600 submitted=276671 kept=2649010 rejected=93386 last=keep reason=rewritten
+[llm clean] completed=276700 submitted=276771 kept=2649103 rejected=93393 last=keep reason=rewritten
+[llm clean] completed=276800 submitted=276871 kept=2649190 rejected=93406 last=reject reason=The text is a list of patch notes and a roster of contributors with their roles, lacking coherent article-style prose st
+[llm clean] completed=276900 submitted=276971 kept=2649286 rejected=93410 last=keep reason=rewritten
+[llm clean] completed=277000 submitted=277071 kept=2649385 rejected=93411 last=keep reason=rewritten
+[llm clean] completed=277100 submitted=277171 kept=2649484 rejected=93412 last=keep reason=rewritten
+[llm clean] completed=277200 submitted=277271 kept=2649582 rejected=93414 last=keep reason=rewritten
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+[llm clean] completed=277500 submitted=277571 kept=2649850 rejected=93446 last=keep reason=rewritten
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+[llm clean] completed=277700 submitted=277771 kept=2650047 rejected=93449 last=keep reason=rewritten
+[llm clean] completed=277800 submitted=277871 kept=2650146 rejected=93450 last=keep reason=rewritten
+[llm clean] completed=277900 submitted=277971 kept=2650245 rejected=93451 last=keep reason=rewritten
+[llm clean] completed=278000 submitted=278071 kept=2650343 rejected=93453 last=keep reason=rewritten
+[llm clean] completed=278100 submitted=278171 kept=2650440 rejected=93456 last=keep reason=rewritten
+[llm clean] completed=278200 submitted=278271 kept=2650539 rejected=93457 last=keep reason=rewritten
+[llm clean] completed=278300 submitted=278371 kept=2650639 rejected=93457 last=keep reason=rewritten
+[llm clean] completed=278400 submitted=278471 kept=2650738 rejected=93458 last=keep reason=rewritten
+[llm clean] completed=278500 submitted=278571 kept=2650837 rejected=93459 last=keep reason=rewritten
+[llm clean] completed=278600 submitted=278671 kept=2650937 rejected=93459 last=keep reason=rewritten
+[llm clean] completed=278700 submitted=278771 kept=2651033 rejected=93463 last=reject reason=The text is a list of college football teams and quarterbacks by conference, lacking coherent prose structure or meaning
+[llm clean] completed=278800 submitted=278870 kept=2651129 rejected=93467 last=keep reason=rewritten
+[llm clean] completed=278900 submitted=278971 kept=2651228 rejected=93468 last=keep reason=rewritten
+[llm clean] completed=279000 submitted=279071 kept=2651326 rejected=93470 last=keep reason=rewritten
+[llm clean] completed=279100 submitted=279171 kept=2651425 rejected=93471 last=keep reason=rewritten
+[llm clean] completed=279200 submitted=279271 kept=2651523 rejected=93473 last=keep reason=rewritten
+[llm clean] completed=279300 submitted=279371 kept=2651620 rejected=93476 last=keep reason=rewritten
+[llm clean] completed=279400 submitted=279471 kept=2651714 rejected=93482 last=keep reason=rewritten
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+[llm clean] completed=279600 submitted=279671 kept=2651913 rejected=93483 last=keep reason=rewritten
+[llm clean] completed=279700 submitted=279771 kept=2652011 rejected=93485 last=keep reason=rewritten
+[llm clean] completed=279800 submitted=279871 kept=2652111 rejected=93485 last=keep reason=rewritten
+[llm clean] completed=279900 submitted=279971 kept=2652197 rejected=93499 last=keep reason=rewritten
+[llm clean] completed=280000 submitted=280071 kept=2652293 rejected=93503 last=reject reason=The text consists of isolated social media posts (tweets) with metadata, image links, and handles, lacking coherent arti
+[llm clean] completed=280100 submitted=280171 kept=2652393 rejected=93503 last=keep reason=rewritten
+[llm clean] completed=280200 submitted=280271 kept=2652492 rejected=93504 last=keep reason=rewritten
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+[llm clean] completed=280600 submitted=280671 kept=2652882 rejected=93514 last=keep reason=rewritten
+[llm clean] completed=280700 submitted=280771 kept=2652981 rejected=93515 last=keep reason=rewritten
+[llm clean] completed=280800 submitted=280871 kept=2653080 rejected=93516 last=keep reason=rewritten
+[llm clean] completed=280900 submitted=280971 kept=2653169 rejected=93527 last=keep reason=rewritten
+[llm clean] completed=281000 submitted=281071 kept=2653269 rejected=93527 last=keep reason=rewritten
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+[llm clean] completed=281900 submitted=281971 kept=2654144 rejected=93552 last=keep reason=rewritten
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+[llm clean] completed=282100 submitted=282171 kept=2654340 rejected=93556 last=keep reason=rewritten
+[llm clean] completed=282200 submitted=282271 kept=2654438 rejected=93558 last=keep reason=rewritten
+[llm clean] completed=282300 submitted=282371 kept=2654536 rejected=93560 last=keep reason=rewritten
+[llm clean] completed=282400 submitted=282471 kept=2654635 rejected=93561 last=keep reason=rewritten
+[llm clean] completed=282500 submitted=282571 kept=2654733 rejected=93563 last=keep reason=rewritten
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+[llm clean] completed=282700 submitted=282771 kept=2654923 rejected=93573 last=keep reason=rewritten
+[llm clean] completed=282800 submitted=282871 kept=2655020 rejected=93576 last=keep reason=rewritten
+[llm clean] completed=282900 submitted=282971 kept=2655120 rejected=93576 last=keep reason=rewritten
+[llm clean] completed=283000 submitted=283071 kept=2655213 rejected=93583 last=keep reason=rewritten
+[llm clean] completed=283100 submitted=283171 kept=2655312 rejected=93584 last=keep reason=rewritten
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+[llm clean] completed=285800 submitted=285871 kept=2657905 rejected=93691 last=keep reason=rewritten
+[llm clean] completed=285900 submitted=285971 kept=2657992 rejected=93704 last=reject reason=The text is a fragmented list of clinical trial records (NCT numbers, dates, institutions, interventions) with no cohere
+[llm clean] completed=286000 submitted=286071 kept=2658085 rejected=93711 last=keep reason=rewritten
+[llm clean] completed=286100 submitted=286171 kept=2658184 rejected=93712 last=keep reason=rewritten
+[llm clean] completed=286200 submitted=286271 kept=2658282 rejected=93714 last=keep reason=rewritten
+[llm clean] completed=286300 submitted=286371 kept=2658381 rejected=93715 last=keep reason=rewritten
+[llm clean] completed=286400 submitted=286471 kept=2658479 rejected=93717 last=reject reason=The text is a list of photo captions and metadata from a photo gallery, lacking coherent article-style prose structure.
+[llm clean] completed=286500 submitted=286571 kept=2658576 rejected=93720 last=keep reason=rewritten
+[llm clean] completed=286600 submitted=286671 kept=2658675 rejected=93721 last=keep reason=rewritten
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+[llm clean] completed=294500 submitted=294571 kept=2666281 rejected=94015 last=keep reason=rewritten
+[llm clean] completed=294600 submitted=294671 kept=2666376 rejected=94020 last=reject reason=The text is a fragmented, repetitive collection of forum posts, user metadata, and navigation artifacts. It lacks cohere
+[llm clean] completed=294700 submitted=294771 kept=2666475 rejected=94021 last=keep reason=rewritten
+[llm clean] completed=294800 submitted=294871 kept=2666573 rejected=94023 last=keep reason=rewritten
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+[llm clean] completed=299400 submitted=299471 kept=2671044 rejected=94152 last=reject reason=The input is a list of chapter or article titles (numbered 63-119) without any accompanying prose, context, or narrative
+[llm clean] completed=299500 submitted=299571 kept=2671136 rejected=94160 last=keep reason=rewritten
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+[llm clean] completed=310200 submitted=310271 kept=2681500 rejected=94496 last=reject reason=The input is a fragment of JavaScript code (likely from a web development tutorial or documentation) containing function
+[llm clean] completed=310300 submitted=310371 kept=2681561 rejected=94535 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=314300 submitted=314371 kept=2685472 rejected=94624 last=reject reason=The text is a raw, unstructured dump of a forum thread (likely from TeamLiquid) containing user profiles, post numbers, 
+[llm clean] completed=314400 submitted=314471 kept=2685570 rejected=94626 last=keep reason=rewritten
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+[llm clean] completed=320000 submitted=320071 kept=2691001 rejected=94795 last=reject reason=The text is a fragmented list of image captions, metadata, and navigation labels from a photo gallery page. It lacks coh
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+[llm clean] completed=334600 submitted=334671 kept=2705141 rejected=95255 last=keep reason=rewritten
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+[llm clean] completed=335100 submitted=335171 kept=2705629 rejected=95267 last=keep reason=rewritten
+[llm clean] completed=335200 submitted=335271 kept=2705728 rejected=95268 last=reject reason=The text is mostly a repetitive list of captions and metadata from a slideshow or gallery, containing significant extrac
+[llm clean] completed=335300 submitted=335371 kept=2705824 rejected=95272 last=keep reason=rewritten
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+[llm clean] completed=337800 submitted=337871 kept=2708252 rejected=95344 last=keep reason=rewritten
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+[llm clean] completed=338700 submitted=338771 kept=2709130 rejected=95366 last=keep reason=rewritten
+[llm clean] completed=338800 submitted=338871 kept=2709229 rejected=95367 last=reject reason=The text is a list of video/image captions and metadata (e.g., 'CU of...', 'SV of...', 'Shot of...') rather than coheren
+[llm clean] completed=338900 submitted=338971 kept=2709319 rejected=95377 last=keep reason=rewritten
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+[llm clean] completed=340800 submitted=340871 kept=2711157 rejected=95439 last=keep reason=rewritten
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+[llm clean] completed=341500 submitted=341571 kept=2711837 rejected=95459 last=keep reason=rewritten
+[llm clean] completed=341600 submitted=341671 kept=2711936 rejected=95460 last=reject reason=The text is a roster of names, player numbers, and match metadata without coherent article-style prose or narrative cont
+[llm clean] completed=341700 submitted=341771 kept=2712035 rejected=95461 last=keep reason=rewritten
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+[llm clean] completed=342200 submitted=342271 kept=2712495 rejected=95501 last=reject reason=The text is a repetitive list of company names and data fields (likely from a privacy policy or data sharing disclosure)
+[llm clean] completed=342300 submitted=342371 kept=2712591 rejected=95505 last=keep reason=rewritten
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+[llm clean] completed=343900 submitted=343971 kept=2714127 rejected=95569 last=keep reason=rewritten
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+[llm clean] completed=344400 submitted=344471 kept=2714621 rejected=95575 last=keep reason=rewritten
+[llm clean] completed=344500 submitted=344571 kept=2714709 rejected=95587 last=reject reason=The text is a fragmented collection of metadata, track listings, navigation labels, and unrelated dictionary definitions
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+[llm clean] completed=346500 submitted=346571 kept=2716646 rejected=95650 last=reject reason=The text is a list of image captions and metadata (e.g., '19/43', 'Reuters', 'Getty') without coherent narrative or arti
+[llm clean] completed=346600 submitted=346671 kept=2716745 rejected=95651 last=keep reason=rewritten
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+[llm clean] completed=347400 submitted=347471 kept=2717530 rejected=95666 last=keep reason=rewritten
+[llm clean] completed=347500 submitted=347571 kept=2717629 rejected=95667 last=keep reason=rewritten
+[llm clean] completed=347600 submitted=347671 kept=2717729 rejected=95667 last=keep reason=rewritten
+[llm clean] completed=347700 submitted=347771 kept=2717828 rejected=95668 last=keep reason=rewritten
+[llm clean] completed=347800 submitted=347871 kept=2717915 rejected=95681 last=keep reason=rewritten
+[llm clean] completed=347900 submitted=347971 kept=2718008 rejected=95688 last=reject reason=The text is a collection of hostile, incoherent, and abusive blog comments with no coherent narrative or article-style p
+[llm clean] completed=348000 submitted=348071 kept=2718101 rejected=95695 last=keep reason=rewritten
+[llm clean] completed=348100 submitted=348171 kept=2718199 rejected=95697 last=keep reason=rewritten
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+[llm clean] completed=348400 submitted=348471 kept=2718494 rejected=95702 last=keep reason=rewritten
+[llm clean] completed=348500 submitted=348571 kept=2718593 rejected=95703 last=keep reason=rewritten
+[llm clean] completed=348600 submitted=348671 kept=2718690 rejected=95706 last=keep reason=rewritten
+[llm clean] completed=348700 submitted=348771 kept=2718788 rejected=95708 last=keep reason=rewritten
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+[llm clean] completed=348900 submitted=348971 kept=2718986 rejected=95710 last=keep reason=rewritten
+[llm clean] completed=349000 submitted=349071 kept=2719068 rejected=95728 last=reject reason=The text consists of isolated Wikipedia talk page comments and metadata (timestamps, usernames, wiki markup) without coh
+[llm clean] completed=349100 submitted=349171 kept=2719168 rejected=95728 last=keep reason=rewritten
+[llm clean] completed=349200 submitted=349271 kept=2719265 rejected=95731 last=reject reason=The text is mostly repetitive image captions, navigation labels, and video metadata with no coherent article-style prose
+[llm clean] completed=349300 submitted=349371 kept=2719363 rejected=95733 last=keep reason=rewritten
+[llm clean] completed=349400 submitted=349471 kept=2719462 rejected=95734 last=keep reason=rewritten
+[llm clean] completed=349500 submitted=349571 kept=2719561 rejected=95735 last=keep reason=rewritten
+[llm clean] completed=349600 submitted=349671 kept=2719658 rejected=95738 last=keep reason=rewritten
+[llm clean] completed=349700 submitted=349771 kept=2719755 rejected=95741 last=keep reason=rewritten
+[llm clean] completed=349800 submitted=349871 kept=2719842 rejected=95754 last=reject reason=The text is a repetitive, meaningless list of game statistics and medals without coherent prose or context.
+[llm clean] completed=349900 submitted=349971 kept=2719937 rejected=95759 last=keep reason=rewritten
+[llm clean] completed=350000 submitted=350071 kept=2720037 rejected=95759 last=keep reason=rewritten
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+[llm clean] completed=354000 submitted=354071 kept=2723896 rejected=95900 last=keep reason=rewritten
+[llm clean] completed=354100 submitted=354171 kept=2723984 rejected=95912 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=354600 submitted=354671 kept=2724476 rejected=95920 last=keep reason=rewritten
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+[llm clean] completed=355600 submitted=355671 kept=2725452 rejected=95944 last=keep reason=rewritten
+[llm clean] completed=355700 submitted=355771 kept=2725551 rejected=95945 last=keep reason=rewritten
+[llm clean] completed=355800 submitted=355871 kept=2725649 rejected=95947 last=keep reason=rewritten
+[llm clean] completed=355900 submitted=355971 kept=2725749 rejected=95947 last=keep reason=rewritten
+[llm clean] completed=356000 submitted=356071 kept=2725846 rejected=95950 last=keep reason=rewritten
+[llm clean] completed=356100 submitted=356171 kept=2725945 rejected=95951 last=keep reason=rewritten
+[llm clean] completed=356200 submitted=356271 kept=2726041 rejected=95955 last=keep reason=rewritten
+[llm clean] completed=356300 submitted=356371 kept=2726138 rejected=95958 last=keep reason=rewritten
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+[llm clean] completed=356600 submitted=356671 kept=2726432 rejected=95964 last=keep reason=rewritten
+[llm clean] completed=356700 submitted=356771 kept=2726530 rejected=95966 last=keep reason=rewritten
+[llm clean] completed=356800 submitted=356871 kept=2726624 rejected=95972 last=keep reason=rewritten
+[llm clean] completed=356900 submitted=356971 kept=2726723 rejected=95973 last=keep reason=rewritten
+[llm clean] completed=357000 submitted=357071 kept=2726821 rejected=95975 last=keep reason=rewritten
+[llm clean] completed=357100 submitted=357171 kept=2726920 rejected=95976 last=keep reason=rewritten
+[llm clean] completed=357200 submitted=357271 kept=2727020 rejected=95976 last=keep reason=rewritten
+[llm clean] completed=357300 submitted=357371 kept=2727116 rejected=95980 last=keep reason=rewritten
+[llm clean] completed=357400 submitted=357471 kept=2727216 rejected=95980 last=keep reason=rewritten
+[llm clean] completed=357500 submitted=357571 kept=2727315 rejected=95981 last=keep reason=rewritten
+[llm clean] completed=357600 submitted=357671 kept=2727415 rejected=95981 last=keep reason=rewritten
+[llm clean] completed=357700 submitted=357771 kept=2727513 rejected=95983 last=keep reason=rewritten
+[llm clean] completed=357800 submitted=357871 kept=2727609 rejected=95987 last=keep reason=rewritten
+[llm clean] completed=357900 submitted=357971 kept=2727702 rejected=95994 last=keep reason=rewritten
+[llm clean] completed=358000 submitted=358071 kept=2727799 rejected=95997 last=keep reason=rewritten
+[llm clean] completed=358100 submitted=358171 kept=2727896 rejected=96000 last=keep reason=rewritten
+[llm clean] completed=358200 submitted=358271 kept=2727995 rejected=96001 last=keep reason=rewritten
+[llm clean] completed=358300 submitted=358371 kept=2728089 rejected=96007 last=keep reason=rewritten
+[llm clean] completed=358400 submitted=358471 kept=2728185 rejected=96011 last=keep reason=rewritten
+[llm clean] completed=358500 submitted=358571 kept=2728281 rejected=96015 last=keep reason=rewritten
+[llm clean] completed=358600 submitted=358671 kept=2728379 rejected=96017 last=reject reason=The text is primarily a table of poll data and metadata with no coherent narrative prose to rewrite.
+[llm clean] completed=358700 submitted=358771 kept=2728477 rejected=96019 last=keep reason=rewritten
+[llm clean] completed=358800 submitted=358871 kept=2728576 rejected=96020 last=keep reason=rewritten
+[llm clean] completed=358900 submitted=358971 kept=2728676 rejected=96020 last=keep reason=rewritten
+[llm clean] completed=359000 submitted=359071 kept=2728765 rejected=96031 last=keep reason=rewritten
+[llm clean] completed=359100 submitted=359171 kept=2728865 rejected=96031 last=keep reason=rewritten
+[llm clean] completed=359200 submitted=359271 kept=2728964 rejected=96032 last=keep reason=rewritten
+[llm clean] completed=359300 submitted=359371 kept=2729057 rejected=96039 last=keep reason=rewritten
+[llm clean] completed=359400 submitted=359471 kept=2729156 rejected=96040 last=keep reason=rewritten
+[llm clean] completed=359500 submitted=359571 kept=2729253 rejected=96043 last=keep reason=rewritten
+[llm clean] completed=359600 submitted=359671 kept=2729353 rejected=96043 last=keep reason=rewritten
+[llm clean] completed=359700 submitted=359771 kept=2729450 rejected=96046 last=keep reason=rewritten
+[llm clean] completed=359800 submitted=359871 kept=2729549 rejected=96047 last=keep reason=rewritten
+[llm clean] completed=359900 submitted=359971 kept=2729642 rejected=96054 last=keep reason=rewritten
+[llm clean] completed=360000 submitted=360071 kept=2729739 rejected=96057 last=keep reason=rewritten
+[llm clean] completed=360100 submitted=360171 kept=2729837 rejected=96059 last=keep reason=rewritten
+[llm clean] completed=360200 submitted=360271 kept=2729934 rejected=96062 last=keep reason=rewritten
+[llm clean] completed=360300 submitted=360371 kept=2730031 rejected=96065 last=keep reason=rewritten
+[llm clean] completed=360400 submitted=360471 kept=2730130 rejected=96066 last=keep reason=rewritten
+[llm clean] completed=360500 submitted=360571 kept=2730228 rejected=96068 last=keep reason=rewritten
+[llm clean] completed=360600 submitted=360671 kept=2730324 rejected=96072 last=keep reason=rewritten
+[llm clean] completed=360700 submitted=360771 kept=2730422 rejected=96074 last=keep reason=rewritten
+[llm clean] completed=360800 submitted=360871 kept=2730517 rejected=96079 last=keep reason=rewritten
+[llm clean] completed=360900 submitted=360971 kept=2730613 rejected=96083 last=keep reason=rewritten
+[llm clean] completed=361000 submitted=361071 kept=2730712 rejected=96084 last=keep reason=rewritten
+[llm clean] completed=361100 submitted=361171 kept=2730797 rejected=96099 last=keep reason=rewritten
+[llm clean] completed=361200 submitted=361271 kept=2730893 rejected=96103 last=reject reason=The text is a list of isolated, contextless internet jokes and comments without coherent narrative or meaningful content
+[llm clean] completed=361300 submitted=361371 kept=2730990 rejected=96106 last=keep reason=rewritten
+[llm clean] completed=361400 submitted=361471 kept=2731086 rejected=96110 last=keep reason=rewritten
+[llm clean] completed=361500 submitted=361571 kept=2731185 rejected=96111 last=keep reason=rewritten
+[llm clean] completed=361600 submitted=361671 kept=2731285 rejected=96111 last=keep reason=rewritten
+[llm clean] completed=361700 submitted=361771 kept=2731385 rejected=96111 last=keep reason=rewritten
+[llm clean] completed=361800 submitted=361871 kept=2731479 rejected=96117 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=361900 submitted=361971 kept=2731579 rejected=96117 last=keep reason=rewritten
+[llm clean] completed=362000 submitted=362071 kept=2731676 rejected=96120 last=keep reason=rewritten
+[llm clean] completed=362100 submitted=362171 kept=2731770 rejected=96126 last=keep reason=rewritten
+[llm clean] completed=362200 submitted=362271 kept=2731870 rejected=96126 last=keep reason=rewritten
+[llm clean] completed=362300 submitted=362371 kept=2731966 rejected=96130 last=keep reason=rewritten
+[llm clean] completed=362400 submitted=362471 kept=2732064 rejected=96132 last=keep reason=rewritten
+[llm clean] completed=362500 submitted=362571 kept=2732158 rejected=96138 last=keep reason=rewritten
+[llm clean] completed=362600 submitted=362671 kept=2732249 rejected=96147 last=keep reason=rewritten
+[llm clean] completed=362700 submitted=362771 kept=2732349 rejected=96147 last=keep reason=rewritten
+[llm clean] completed=362800 submitted=362871 kept=2732449 rejected=96147 last=keep reason=rewritten
+[llm clean] completed=362900 submitted=362971 kept=2732549 rejected=96147 last=keep reason=rewritten
+[llm clean] completed=363000 submitted=363071 kept=2732634 rejected=96162 last=keep reason=rewritten
+[llm clean] completed=363100 submitted=363171 kept=2732732 rejected=96164 last=keep reason=rewritten
+[llm clean] completed=363200 submitted=363271 kept=2732828 rejected=96168 last=keep reason=rewritten
+[llm clean] completed=363300 submitted=363371 kept=2732926 rejected=96170 last=keep reason=rewritten
+[llm clean] completed=363400 submitted=363471 kept=2733025 rejected=96171 last=keep reason=rewritten
+[llm clean] completed=363500 submitted=363571 kept=2733110 rejected=96186 last=keep reason=rewritten
+[llm clean] completed=363600 submitted=363671 kept=2733193 rejected=96203 last=keep reason=rewritten
+[llm clean] completed=363700 submitted=363771 kept=2733293 rejected=96203 last=keep reason=rewritten
+[llm clean] completed=363800 submitted=363871 kept=2733392 rejected=96204 last=keep reason=rewritten
+[llm clean] completed=363900 submitted=363971 kept=2733488 rejected=96208 last=keep reason=rewritten
+[llm clean] completed=364000 submitted=364071 kept=2733586 rejected=96210 last=keep reason=rewritten
+[llm clean] completed=364100 submitted=364171 kept=2733684 rejected=96212 last=keep reason=rewritten
+[llm clean] completed=364200 submitted=364271 kept=2733783 rejected=96213 last=keep reason=rewritten
+[llm clean] completed=364300 submitted=364371 kept=2733880 rejected=96216 last=keep reason=rewritten
+[llm clean] completed=364400 submitted=364471 kept=2733978 rejected=96218 last=keep reason=rewritten
+[llm clean] completed=364500 submitted=364571 kept=2734071 rejected=96225 last=keep reason=rewritten
+[llm clean] completed=364600 submitted=364671 kept=2734167 rejected=96229 last=keep reason=rewritten
+[llm clean] completed=364700 submitted=364771 kept=2734260 rejected=96236 last=keep reason=rewritten
+[llm clean] completed=364800 submitted=364871 kept=2734358 rejected=96238 last=keep reason=rewritten
+[llm clean] completed=364900 submitted=364971 kept=2734457 rejected=96239 last=keep reason=rewritten
+[llm clean] completed=365000 submitted=365071 kept=2734553 rejected=96243 last=keep reason=rewritten
+[llm clean] completed=365100 submitted=365171 kept=2734653 rejected=96243 last=keep reason=rewritten
+[llm clean] completed=365200 submitted=365271 kept=2734747 rejected=96249 last=keep reason=rewritten
+[llm clean] completed=365300 submitted=365371 kept=2734842 rejected=96254 last=keep reason=rewritten
+[llm clean] completed=365400 submitted=365471 kept=2734927 rejected=96269 last=keep reason=rewritten
+[llm clean] completed=365500 submitted=365571 kept=2735026 rejected=96270 last=keep reason=rewritten
+[llm clean] completed=365600 submitted=365671 kept=2735125 rejected=96271 last=keep reason=rewritten
+[llm clean] completed=365700 submitted=365771 kept=2735221 rejected=96275 last=keep reason=rewritten
+[llm clean] completed=365800 submitted=365871 kept=2735319 rejected=96277 last=keep reason=rewritten
+[llm clean] completed=365900 submitted=365971 kept=2735416 rejected=96280 last=keep reason=rewritten
+[llm clean] completed=366000 submitted=366071 kept=2735516 rejected=96280 last=keep reason=rewritten
+[llm clean] completed=366100 submitted=366171 kept=2735615 rejected=96281 last=keep reason=rewritten
+[llm clean] completed=366200 submitted=366271 kept=2735713 rejected=96283 last=keep reason=rewritten
+[llm clean] completed=366300 submitted=366371 kept=2735804 rejected=96292 last=keep reason=rewritten
+[llm clean] completed=366400 submitted=366471 kept=2735903 rejected=96293 last=keep reason=rewritten
+[llm clean] completed=366500 submitted=366571 kept=2736001 rejected=96295 last=keep reason=rewritten
+[llm clean] completed=366600 submitted=366671 kept=2736099 rejected=96297 last=keep reason=rewritten
+[llm clean] completed=366700 submitted=366771 kept=2736181 rejected=96315 last=keep reason=rewritten
+[llm clean] completed=366800 submitted=366871 kept=2736280 rejected=96316 last=keep reason=rewritten
+[llm clean] completed=366900 submitted=366971 kept=2736377 rejected=96319 last=keep reason=rewritten
+[llm clean] completed=367000 submitted=367071 kept=2736472 rejected=96324 last=keep reason=rewritten
+[llm clean] completed=367100 submitted=367171 kept=2736571 rejected=96325 last=keep reason=rewritten
+[llm clean] completed=367200 submitted=367271 kept=2736670 rejected=96326 last=keep reason=rewritten
+[llm clean] completed=367300 submitted=367371 kept=2736770 rejected=96326 last=keep reason=rewritten
+[llm clean] completed=367400 submitted=367471 kept=2736869 rejected=96327 last=keep reason=rewritten
+[llm clean] completed=367500 submitted=367571 kept=2736956 rejected=96340 last=keep reason=rewritten
+[llm clean] completed=367600 submitted=367671 kept=2737054 rejected=96342 last=keep reason=rewritten
+[llm clean] completed=367700 submitted=367771 kept=2737154 rejected=96342 last=keep reason=rewritten
+[llm clean] completed=367800 submitted=367871 kept=2737254 rejected=96342 last=keep reason=rewritten
+[llm clean] completed=367900 submitted=367971 kept=2737348 rejected=96348 last=keep reason=rewritten
+[llm clean] completed=368000 submitted=368071 kept=2737446 rejected=96350 last=keep reason=rewritten
+[llm clean] completed=368100 submitted=368171 kept=2737543 rejected=96353 last=keep reason=rewritten
+[llm clean] completed=368200 submitted=368271 kept=2737640 rejected=96356 last=keep reason=rewritten
+[llm clean] completed=368300 submitted=368371 kept=2737739 rejected=96357 last=keep reason=rewritten
+[llm clean] completed=368400 submitted=368471 kept=2737837 rejected=96359 last=keep reason=rewritten
+[llm clean] completed=368500 submitted=368571 kept=2737933 rejected=96363 last=keep reason=rewritten
+[llm clean] completed=368600 submitted=368671 kept=2738030 rejected=96366 last=keep reason=rewritten
+[llm clean] completed=368700 submitted=368771 kept=2738129 rejected=96367 last=keep reason=rewritten
+[llm clean] completed=368800 submitted=368871 kept=2738229 rejected=96367 last=keep reason=rewritten
+[llm clean] completed=368900 submitted=368971 kept=2738321 rejected=96375 last=keep reason=rewritten
+[llm clean] completed=369000 submitted=369071 kept=2738417 rejected=96379 last=keep reason=rewritten
+[llm clean] completed=369100 submitted=369171 kept=2738515 rejected=96381 last=keep reason=rewritten
+[llm clean] completed=369200 submitted=369271 kept=2738614 rejected=96382 last=keep reason=rewritten
+[llm clean] completed=369300 submitted=369371 kept=2738712 rejected=96384 last=keep reason=rewritten
+[llm clean] completed=369400 submitted=369471 kept=2738809 rejected=96387 last=keep reason=rewritten
+[llm clean] completed=369500 submitted=369571 kept=2738894 rejected=96402 last=keep reason=rewritten
+[llm clean] completed=369600 submitted=369671 kept=2738980 rejected=96416 last=keep reason=rewritten
+[llm clean] completed=369700 submitted=369771 kept=2739077 rejected=96419 last=keep reason=rewritten
+[llm clean] completed=369800 submitted=369871 kept=2739176 rejected=96420 last=keep reason=rewritten
+[llm clean] completed=369900 submitted=369971 kept=2739271 rejected=96425 last=keep reason=rewritten
+[llm clean] completed=370000 submitted=370071 kept=2739366 rejected=96430 last=keep reason=rewritten
+[llm clean] completed=370100 submitted=370171 kept=2739462 rejected=96434 last=keep reason=rewritten
+[llm clean] completed=370200 submitted=370271 kept=2739558 rejected=96438 last=keep reason=rewritten
+[llm clean] completed=370300 submitted=370371 kept=2739658 rejected=96438 last=keep reason=rewritten
+[llm clean] completed=370400 submitted=370471 kept=2739751 rejected=96445 last=keep reason=rewritten
+[llm clean] completed=370500 submitted=370571 kept=2739851 rejected=96445 last=keep reason=rewritten
+[llm clean] completed=370600 submitted=370671 kept=2739944 rejected=96452 last=keep reason=rewritten
+[llm clean] completed=370700 submitted=370771 kept=2740038 rejected=96458 last=keep reason=rewritten
+[llm clean] completed=370800 submitted=370871 kept=2740138 rejected=96458 last=keep reason=rewritten
+[llm clean] completed=370900 submitted=370971 kept=2740235 rejected=96461 last=keep reason=rewritten
+[llm clean] completed=371000 submitted=371071 kept=2740330 rejected=96466 last=keep reason=rewritten
+[llm clean] completed=371100 submitted=371171 kept=2740427 rejected=96469 last=keep reason=rewritten
+[llm clean] completed=371200 submitted=371271 kept=2740524 rejected=96472 last=keep reason=rewritten
+[llm clean] completed=371300 submitted=371371 kept=2740622 rejected=96474 last=keep reason=rewritten
+[llm clean] completed=371400 submitted=371471 kept=2740716 rejected=96480 last=keep reason=rewritten
+[llm clean] completed=371500 submitted=371571 kept=2740808 rejected=96488 last=reject reason=The text is a fragmented list of academic citations and references, lacking coherent prose structure or meaningful narra
+[llm clean] completed=371600 submitted=371671 kept=2740900 rejected=96496 last=keep reason=rewritten
+[llm clean] completed=371700 submitted=371771 kept=2740996 rejected=96500 last=keep reason=rewritten
+[llm clean] completed=371800 submitted=371871 kept=2741094 rejected=96502 last=keep reason=rewritten
+[llm clean] completed=371900 submitted=371971 kept=2741188 rejected=96508 last=keep reason=rewritten
+[llm clean] completed=372000 submitted=372071 kept=2741285 rejected=96511 last=keep reason=rewritten
+[llm clean] completed=372100 submitted=372171 kept=2741384 rejected=96512 last=keep reason=rewritten
+[llm clean] completed=372200 submitted=372271 kept=2741481 rejected=96515 last=keep reason=rewritten
+[llm clean] completed=372300 submitted=372371 kept=2741579 rejected=96517 last=keep reason=rewritten
+[llm clean] completed=372400 submitted=372471 kept=2741674 rejected=96522 last=keep reason=rewritten
+[llm clean] completed=372500 submitted=372571 kept=2741772 rejected=96524 last=keep reason=rewritten
+[llm clean] completed=372600 submitted=372671 kept=2741871 rejected=96525 last=keep reason=rewritten
+[llm clean] completed=372700 submitted=372771 kept=2741971 rejected=96525 last=keep reason=rewritten
+[llm clean] completed=372800 submitted=372871 kept=2742068 rejected=96528 last=keep reason=rewritten
+[llm clean] completed=372900 submitted=372971 kept=2742166 rejected=96530 last=keep reason=rewritten
+[llm clean] completed=373000 submitted=373071 kept=2742263 rejected=96533 last=keep reason=rewritten
+[llm clean] completed=373100 submitted=373171 kept=2742360 rejected=96536 last=reject reason=The text contains hate speech, antisemitic conspiracy theories, and dehumanizing language (e.g., 'Jewish supremacists,' 
+[llm clean] completed=373200 submitted=373271 kept=2742449 rejected=96547 last=keep reason=rewritten
+[llm clean] completed=373300 submitted=373371 kept=2742547 rejected=96549 last=keep reason=rewritten
+[llm clean] completed=373400 submitted=373471 kept=2742646 rejected=96550 last=keep reason=rewritten
+[llm clean] completed=373500 submitted=373571 kept=2742742 rejected=96554 last=keep reason=rewritten
+[llm clean] completed=373600 submitted=373671 kept=2742838 rejected=96558 last=keep reason=rewritten
+[llm clean] completed=373700 submitted=373771 kept=2742911 rejected=96585 last=reject reason=The text is a list of names and email addresses, which falls under the category of rosters/lists of names and low-contex
+[llm clean] completed=373800 submitted=373871 kept=2742992 rejected=96604 last=keep reason=rewritten
+[llm clean] completed=373900 submitted=373971 kept=2743087 rejected=96609 last=keep reason=rewritten
+[llm clean] completed=374000 submitted=374071 kept=2743166 rejected=96630 last=keep reason=rewritten
+[llm clean] completed=374100 submitted=374171 kept=2743262 rejected=96634 last=keep reason=rewritten
+[llm clean] completed=374200 submitted=374271 kept=2743360 rejected=96636 last=keep reason=rewritten
+[llm clean] completed=374300 submitted=374371 kept=2743458 rejected=96638 last=keep reason=rewritten
+[llm clean] completed=374400 submitted=374471 kept=2743555 rejected=96641 last=keep reason=rewritten
+[llm clean] completed=374500 submitted=374571 kept=2743655 rejected=96641 last=keep reason=rewritten
+[llm clean] completed=374600 submitted=374671 kept=2743754 rejected=96642 last=keep reason=rewritten
+[llm clean] completed=374700 submitted=374771 kept=2743854 rejected=96642 last=keep reason=rewritten
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+[llm clean] completed=375000 submitted=375071 kept=2744142 rejected=96654 last=keep reason=rewritten
+[llm clean] completed=375100 submitted=375171 kept=2744240 rejected=96656 last=keep reason=rewritten
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+[llm clean] completed=375300 submitted=375371 kept=2744437 rejected=96659 last=keep reason=rewritten
+[llm clean] completed=375400 submitted=375471 kept=2744536 rejected=96660 last=keep reason=rewritten
+[llm clean] completed=375500 submitted=375571 kept=2744634 rejected=96662 last=keep reason=rewritten
+[llm clean] completed=375600 submitted=375671 kept=2744734 rejected=96662 last=keep reason=rewritten
+[llm clean] completed=375700 submitted=375771 kept=2744831 rejected=96665 last=keep reason=rewritten
+[llm clean] completed=375800 submitted=375871 kept=2744930 rejected=96666 last=keep reason=rewritten
+[llm clean] completed=375900 submitted=375971 kept=2745014 rejected=96682 last=keep reason=rewritten
+[llm clean] completed=376000 submitted=376071 kept=2745108 rejected=96688 last=keep reason=rewritten
+[llm clean] completed=376100 submitted=376171 kept=2745206 rejected=96690 last=keep reason=rewritten
+[llm clean] completed=376200 submitted=376271 kept=2745306 rejected=96690 last=keep reason=rewritten
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+[llm clean] completed=376500 submitted=376571 kept=2745593 rejected=96703 last=keep reason=rewritten
+[llm clean] completed=376600 submitted=376671 kept=2745693 rejected=96703 last=keep reason=rewritten
+[llm clean] completed=376700 submitted=376771 kept=2745792 rejected=96704 last=keep reason=rewritten
+[llm clean] completed=376800 submitted=376871 kept=2745888 rejected=96708 last=keep reason=rewritten
+[llm clean] completed=376900 submitted=376971 kept=2745982 rejected=96714 last=keep reason=rewritten
+[llm clean] completed=377000 submitted=377071 kept=2746080 rejected=96716 last=keep reason=rewritten
+[llm clean] completed=377100 submitted=377171 kept=2746179 rejected=96717 last=keep reason=rewritten
+[llm clean] completed=377200 submitted=377271 kept=2746272 rejected=96724 last=reject reason=The input consists entirely of compiler error logs and code snippets without meaningful prose or context to rewrite into
+[llm clean] completed=377300 submitted=377371 kept=2746364 rejected=96732 last=keep reason=rewritten
+[llm clean] completed=377400 submitted=377471 kept=2746459 rejected=96737 last=keep reason=rewritten
+[llm clean] completed=377500 submitted=377571 kept=2746554 rejected=96742 last=keep reason=rewritten
+[llm clean] completed=377600 submitted=377671 kept=2746652 rejected=96744 last=keep reason=rewritten
+[llm clean] completed=377700 submitted=377771 kept=2746752 rejected=96744 last=keep reason=rewritten
+[llm clean] completed=377800 submitted=377871 kept=2746847 rejected=96749 last=keep reason=rewritten
+[llm clean] completed=377900 submitted=377971 kept=2746944 rejected=96752 last=keep reason=rewritten
+[llm clean] completed=378000 submitted=378070 kept=2747043 rejected=96753 last=keep reason=rewritten
+[llm clean] completed=378100 submitted=378171 kept=2747143 rejected=96753 last=keep reason=rewritten
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+[llm clean] completed=378400 submitted=378471 kept=2747436 rejected=96760 last=keep reason=rewritten
+[llm clean] completed=378500 submitted=378571 kept=2747532 rejected=96764 last=keep reason=rewritten
+[llm clean] completed=378600 submitted=378671 kept=2747630 rejected=96766 last=keep reason=rewritten
+[llm clean] completed=378700 submitted=378771 kept=2747729 rejected=96767 last=keep reason=rewritten
+[llm clean] completed=378800 submitted=378871 kept=2747826 rejected=96770 last=keep reason=rewritten
+[llm clean] completed=378900 submitted=378971 kept=2747918 rejected=96778 last=keep reason=rewritten
+[llm clean] completed=379000 submitted=379071 kept=2748009 rejected=96787 last=keep reason=rewritten
+[llm clean] completed=379100 submitted=379171 kept=2748105 rejected=96791 last=keep reason=rewritten
+[llm clean] completed=379200 submitted=379271 kept=2748200 rejected=96796 last=keep reason=rewritten
+[llm clean] completed=379300 submitted=379371 kept=2748297 rejected=96799 last=keep reason=rewritten
+[llm clean] completed=379400 submitted=379471 kept=2748393 rejected=96803 last=keep reason=rewritten
+[llm clean] completed=379500 submitted=379571 kept=2748489 rejected=96807 last=keep reason=rewritten
+[llm clean] completed=379600 submitted=379671 kept=2748586 rejected=96810 last=keep reason=rewritten
+[llm clean] completed=379700 submitted=379771 kept=2748684 rejected=96812 last=keep reason=rewritten
+[llm clean] completed=379800 submitted=379871 kept=2748782 rejected=96814 last=keep reason=rewritten
+[llm clean] completed=379900 submitted=379971 kept=2748873 rejected=96823 last=keep reason=rewritten
+[llm clean] completed=380000 submitted=380071 kept=2748973 rejected=96823 last=keep reason=rewritten
+[llm clean] completed=380100 submitted=380171 kept=2749072 rejected=96824 last=keep reason=rewritten
+[llm clean] completed=380200 submitted=380271 kept=2749171 rejected=96825 last=keep reason=rewritten
+[llm clean] completed=380300 submitted=380371 kept=2749271 rejected=96825 last=keep reason=rewritten
+[llm clean] completed=380400 submitted=380471 kept=2749369 rejected=96827 last=keep reason=rewritten
+[llm clean] completed=380500 submitted=380571 kept=2749465 rejected=96831 last=keep reason=rewritten
+[llm clean] completed=380600 submitted=380671 kept=2749562 rejected=96834 last=keep reason=rewritten
+[llm clean] completed=380700 submitted=380771 kept=2749657 rejected=96839 last=keep reason=rewritten
+[llm clean] completed=380800 submitted=380871 kept=2749752 rejected=96844 last=keep reason=rewritten
+[llm clean] completed=380900 submitted=380971 kept=2749852 rejected=96844 last=keep reason=rewritten
+[llm clean] completed=381000 submitted=381071 kept=2749949 rejected=96847 last=keep reason=rewritten
+[llm clean] completed=381100 submitted=381171 kept=2750046 rejected=96850 last=keep reason=rewritten
+[llm clean] completed=381200 submitted=381271 kept=2750140 rejected=96856 last=keep reason=rewritten
+[llm clean] completed=381300 submitted=381371 kept=2750235 rejected=96861 last=keep reason=rewritten
+[llm clean] completed=381400 submitted=381471 kept=2750330 rejected=96866 last=keep reason=rewritten
+[llm clean] completed=381500 submitted=381571 kept=2750429 rejected=96867 last=keep reason=rewritten
+[llm clean] completed=381600 submitted=381671 kept=2750527 rejected=96869 last=keep reason=rewritten
+[llm clean] completed=381700 submitted=381771 kept=2750621 rejected=96875 last=keep reason=rewritten
+[llm clean] completed=381800 submitted=381871 kept=2750720 rejected=96876 last=keep reason=rewritten
+[llm clean] completed=381900 submitted=381971 kept=2750815 rejected=96881 last=keep reason=rewritten
+[llm clean] completed=382000 submitted=382071 kept=2750912 rejected=96884 last=keep reason=rewritten
+[llm clean] completed=382100 submitted=382171 kept=2751009 rejected=96887 last=keep reason=rewritten
+[llm clean] completed=382200 submitted=382271 kept=2751108 rejected=96888 last=keep reason=rewritten
+[llm clean] completed=382300 submitted=382371 kept=2751199 rejected=96897 last=keep reason=rewritten
+[llm clean] completed=382400 submitted=382471 kept=2751298 rejected=96898 last=keep reason=rewritten
+[llm clean] completed=382500 submitted=382571 kept=2751388 rejected=96908 last=keep reason=rewritten
+[llm clean] completed=382600 submitted=382671 kept=2751484 rejected=96912 last=keep reason=rewritten
+[llm clean] completed=382700 submitted=382771 kept=2751583 rejected=96913 last=keep reason=rewritten
+[llm clean] completed=382800 submitted=382871 kept=2751682 rejected=96914 last=keep reason=rewritten
+[llm clean] completed=382900 submitted=382971 kept=2751781 rejected=96915 last=keep reason=rewritten
+[llm clean] completed=383000 submitted=383071 kept=2751877 rejected=96919 last=keep reason=rewritten
+[llm clean] completed=383100 submitted=383171 kept=2751972 rejected=96924 last=reject reason=The text is a list of titles, headings, and navigation labels for a geological bibliography website. It lacks coherent p
+[llm clean] completed=383200 submitted=383271 kept=2752071 rejected=96925 last=keep reason=rewritten
+[llm clean] completed=383300 submitted=383371 kept=2752170 rejected=96926 last=keep reason=rewritten
+[llm clean] completed=383400 submitted=383471 kept=2752260 rejected=96936 last=reject reason=The input consists entirely of code diffs, header file definitions, and git metadata. It lacks coherent prose, narrative
+[llm clean] completed=383500 submitted=383571 kept=2752356 rejected=96940 last=keep reason=rewritten
+[llm clean] completed=383600 submitted=383671 kept=2752455 rejected=96941 last=keep reason=rewritten
+[llm clean] completed=383700 submitted=383771 kept=2752554 rejected=96942 last=keep reason=rewritten
+[llm clean] completed=383800 submitted=383871 kept=2752654 rejected=96942 last=keep reason=rewritten
+[llm clean] completed=383900 submitted=383971 kept=2752752 rejected=96944 last=keep reason=rewritten
+[llm clean] completed=384000 submitted=384071 kept=2752849 rejected=96947 last=keep reason=rewritten
+[llm clean] completed=384100 submitted=384171 kept=2752948 rejected=96948 last=keep reason=rewritten
+[llm clean] completed=384200 submitted=384271 kept=2753048 rejected=96948 last=keep reason=rewritten
+[llm clean] completed=384300 submitted=384371 kept=2753148 rejected=96948 last=keep reason=rewritten
+[llm clean] completed=384400 submitted=384471 kept=2753242 rejected=96954 last=keep reason=rewritten
+[llm clean] completed=384500 submitted=384571 kept=2753341 rejected=96955 last=keep reason=rewritten
+[llm clean] completed=384600 submitted=384671 kept=2753437 rejected=96959 last=keep reason=rewritten
+[llm clean] completed=384700 submitted=384771 kept=2753536 rejected=96960 last=keep reason=rewritten
+[llm clean] completed=384800 submitted=384871 kept=2753632 rejected=96964 last=keep reason=rewritten
+[llm clean] completed=384900 submitted=384971 kept=2753731 rejected=96965 last=keep reason=rewritten
+[llm clean] completed=385000 submitted=385071 kept=2753831 rejected=96965 last=keep reason=rewritten
+[llm clean] completed=385100 submitted=385171 kept=2753925 rejected=96971 last=keep reason=rewritten
+[llm clean] completed=385200 submitted=385271 kept=2754024 rejected=96972 last=keep reason=rewritten
+[llm clean] completed=385300 submitted=385371 kept=2754119 rejected=96977 last=keep reason=rewritten
+[llm clean] completed=385400 submitted=385471 kept=2754219 rejected=96977 last=keep reason=rewritten
+[llm clean] completed=385500 submitted=385571 kept=2754303 rejected=96993 last=reject reason=The text is a disjointed collection of legalistic ramblings, pseudo-grammar rules, and nonsensical word associations tha
+[llm clean] completed=385600 submitted=385671 kept=2754397 rejected=96999 last=keep reason=rewritten
+[llm clean] completed=385700 submitted=385771 kept=2754492 rejected=97004 last=keep reason=rewritten
+[llm clean] completed=385800 submitted=385871 kept=2754592 rejected=97004 last=keep reason=rewritten
+[llm clean] completed=385900 submitted=385971 kept=2754690 rejected=97006 last=keep reason=rewritten
+[llm clean] completed=386000 submitted=386071 kept=2754786 rejected=97010 last=keep reason=rewritten
+[llm clean] completed=386100 submitted=386171 kept=2754882 rejected=97014 last=keep reason=rewritten
+[llm clean] completed=386200 submitted=386271 kept=2754979 rejected=97017 last=keep reason=rewritten
+[llm clean] completed=386300 submitted=386371 kept=2755076 rejected=97020 last=keep reason=rewritten
+[llm clean] completed=386400 submitted=386471 kept=2755168 rejected=97028 last=keep reason=rewritten
+[llm clean] completed=386500 submitted=386571 kept=2755267 rejected=97029 last=keep reason=rewritten
+[llm clean] completed=386600 submitted=386671 kept=2755363 rejected=97033 last=keep reason=rewritten
+[llm clean] completed=386700 submitted=386771 kept=2755461 rejected=97035 last=keep reason=rewritten
+[llm clean] completed=386800 submitted=386871 kept=2755557 rejected=97039 last=reject reason=The input is a list of blog post titles, search queries, and metadata fragments without coherent narrative or article-st
+[llm clean] completed=386900 submitted=386971 kept=2755654 rejected=97042 last=keep reason=rewritten
+[llm clean] completed=387000 submitted=387071 kept=2755746 rejected=97050 last=keep reason=rewritten
+[llm clean] completed=387100 submitted=387171 kept=2755843 rejected=97053 last=keep reason=rewritten
+[llm clean] completed=387200 submitted=387271 kept=2755940 rejected=97056 last=keep reason=rewritten
+[llm clean] completed=387300 submitted=387371 kept=2756039 rejected=97057 last=keep reason=rewritten
+[llm clean] completed=387400 submitted=387471 kept=2756139 rejected=97057 last=keep reason=rewritten
+[llm clean] completed=387500 submitted=387571 kept=2756238 rejected=97058 last=keep reason=rewritten
+[llm clean] completed=387600 submitted=387671 kept=2756335 rejected=97061 last=keep reason=rewritten
+[llm clean] completed=387700 submitted=387771 kept=2756426 rejected=97070 last=keep reason=rewritten
+[llm clean] completed=387800 submitted=387871 kept=2756525 rejected=97071 last=keep reason=rewritten
+[llm clean] completed=387900 submitted=387971 kept=2756623 rejected=97073 last=reject reason=The text is primarily a roster of names, positions, and statistics, interspersed with navigation artifacts and unrelated
+[llm clean] completed=388000 submitted=388071 kept=2756720 rejected=97076 last=keep reason=rewritten
+[llm clean] completed=388100 submitted=388171 kept=2756818 rejected=97078 last=keep reason=rewritten
+[llm clean] completed=388200 submitted=388271 kept=2756915 rejected=97081 last=keep reason=rewritten
+[llm clean] completed=388300 submitted=388371 kept=2757012 rejected=97084 last=keep reason=rewritten
+[llm clean] completed=388400 submitted=388471 kept=2757110 rejected=97086 last=keep reason=rewritten
+[llm clean] completed=388500 submitted=388571 kept=2757207 rejected=97089 last=keep reason=rewritten
+[llm clean] completed=388600 submitted=388671 kept=2757305 rejected=97091 last=keep reason=rewritten
+[llm clean] completed=388700 submitted=388771 kept=2757405 rejected=97091 last=keep reason=rewritten
+[llm clean] completed=388800 submitted=388871 kept=2757503 rejected=97093 last=keep reason=rewritten
+[llm clean] completed=388900 submitted=388971 kept=2757584 rejected=97112 last=keep reason=rewritten
+[llm clean] completed=389000 submitted=389071 kept=2757679 rejected=97117 last=keep reason=rewritten
+[llm clean] completed=389100 submitted=389171 kept=2757775 rejected=97121 last=keep reason=rewritten
+[llm clean] completed=389200 submitted=389271 kept=2757870 rejected=97126 last=keep reason=rewritten
+[llm clean] completed=389300 submitted=389371 kept=2757968 rejected=97128 last=keep reason=rewritten
+[llm clean] completed=389400 submitted=389471 kept=2758064 rejected=97132 last=keep reason=rewritten
+[llm clean] completed=389500 submitted=389571 kept=2758161 rejected=97135 last=keep reason=rewritten
+[llm clean] completed=389600 submitted=389671 kept=2758259 rejected=97137 last=keep reason=rewritten
+[llm clean] completed=389700 submitted=389771 kept=2758355 rejected=97141 last=keep reason=rewritten
+[llm clean] completed=389800 submitted=389871 kept=2758450 rejected=97146 last=keep reason=rewritten
+[llm clean] completed=389900 submitted=389971 kept=2758543 rejected=97153 last=reject reason=The text is a list of disjointed news headlines, citations, and isolated quotes without a coherent narrative or article 
+[llm clean] completed=390000 submitted=390071 kept=2758639 rejected=97157 last=keep reason=rewritten
+[llm clean] completed=390100 submitted=390171 kept=2758739 rejected=97157 last=keep reason=rewritten
+[llm clean] completed=390200 submitted=390271 kept=2758837 rejected=97159 last=keep reason=rewritten
+[llm clean] completed=390300 submitted=390371 kept=2758931 rejected=97165 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=390400 submitted=390471 kept=2759014 rejected=97182 last=keep reason=rewritten
+[llm clean] completed=390500 submitted=390571 kept=2759114 rejected=97182 last=keep reason=rewritten
+[llm clean] completed=390600 submitted=390671 kept=2759212 rejected=97184 last=keep reason=rewritten
+[llm clean] completed=390700 submitted=390771 kept=2759309 rejected=97187 last=keep reason=rewritten
+[llm clean] completed=390800 submitted=390871 kept=2759406 rejected=97190 last=keep reason=rewritten
+[llm clean] completed=390900 submitted=390971 kept=2759499 rejected=97197 last=keep reason=rewritten
+[llm clean] completed=391000 submitted=391071 kept=2759598 rejected=97198 last=keep reason=rewritten
+[llm clean] completed=391100 submitted=391171 kept=2759693 rejected=97203 last=keep reason=rewritten
+[llm clean] completed=391200 submitted=391271 kept=2759789 rejected=97207 last=keep reason=rewritten
+[llm clean] completed=391300 submitted=391371 kept=2759886 rejected=97210 last=keep reason=rewritten
+[llm clean] completed=391400 submitted=391471 kept=2759985 rejected=97211 last=keep reason=rewritten
+[llm clean] completed=391500 submitted=391571 kept=2760080 rejected=97216 last=keep reason=rewritten
+[llm clean] completed=391600 submitted=391671 kept=2760180 rejected=97216 last=keep reason=rewritten
+[llm clean] completed=391700 submitted=391771 kept=2760277 rejected=97219 last=keep reason=rewritten
+[llm clean] completed=391800 submitted=391871 kept=2760374 rejected=97222 last=keep reason=rewritten
+[llm clean] completed=391900 submitted=391971 kept=2760473 rejected=97223 last=keep reason=rewritten
+[llm clean] completed=392000 submitted=392071 kept=2760572 rejected=97224 last=keep reason=rewritten
+[llm clean] completed=392100 submitted=392171 kept=2760670 rejected=97226 last=keep reason=rewritten
+[llm clean] completed=392200 submitted=392271 kept=2760770 rejected=97226 last=keep reason=rewritten
+[llm clean] completed=392300 submitted=392371 kept=2760869 rejected=97227 last=keep reason=rewritten
+[llm clean] completed=392400 submitted=392471 kept=2760969 rejected=97227 last=keep reason=rewritten
+[llm clean] completed=392500 submitted=392571 kept=2761069 rejected=97227 last=keep reason=rewritten
+[llm clean] completed=392600 submitted=392671 kept=2761166 rejected=97230 last=keep reason=rewritten
+[llm clean] completed=392700 submitted=392771 kept=2761262 rejected=97234 last=keep reason=rewritten
+[llm clean] completed=392800 submitted=392871 kept=2761362 rejected=97234 last=keep reason=rewritten
+[llm clean] completed=392900 submitted=392971 kept=2761456 rejected=97240 last=keep reason=rewritten
+[llm clean] completed=393000 submitted=393071 kept=2761554 rejected=97242 last=reject reason=The text is a mix of a short news snippet and a long, incoherent, heavily dialect-heavy, and factually nonsensical comme
+[llm clean] completed=393100 submitted=393171 kept=2761653 rejected=97243 last=keep reason=rewritten
+[llm clean] completed=393200 submitted=393271 kept=2761750 rejected=97246 last=keep reason=rewritten
+[llm clean] completed=393300 submitted=393371 kept=2761847 rejected=97249 last=keep reason=rewritten
+[llm clean] completed=393400 submitted=393471 kept=2761945 rejected=97251 last=keep reason=rewritten
+[llm clean] completed=393500 submitted=393571 kept=2762043 rejected=97253 last=keep reason=rewritten
+[llm clean] completed=393600 submitted=393671 kept=2762140 rejected=97256 last=keep reason=rewritten
+[llm clean] completed=393700 submitted=393771 kept=2762237 rejected=97259 last=keep reason=rewritten
+[llm clean] completed=393800 submitted=393871 kept=2762334 rejected=97262 last=keep reason=rewritten
+[llm clean] completed=393900 submitted=393971 kept=2762433 rejected=97263 last=keep reason=rewritten
+[llm clean] completed=394000 submitted=394071 kept=2762528 rejected=97268 last=keep reason=rewritten
+[llm clean] completed=394100 submitted=394171 kept=2762626 rejected=97270 last=keep reason=rewritten
+[llm clean] completed=394200 submitted=394271 kept=2762712 rejected=97284 last=keep reason=rewritten
+[llm clean] completed=394300 submitted=394371 kept=2762809 rejected=97287 last=keep reason=rewritten
+[llm clean] completed=394400 submitted=394471 kept=2762906 rejected=97290 last=keep reason=rewritten
+[llm clean] completed=394500 submitted=394571 kept=2763005 rejected=97291 last=keep reason=rewritten
+[llm clean] completed=394600 submitted=394671 kept=2763102 rejected=97294 last=keep reason=rewritten
+[llm clean] completed=394700 submitted=394771 kept=2763199 rejected=97297 last=keep reason=rewritten
+[llm clean] completed=394800 submitted=394871 kept=2763297 rejected=97299 last=keep reason=rewritten
+[llm clean] completed=394900 submitted=394971 kept=2763395 rejected=97301 last=keep reason=rewritten
+[llm clean] completed=395000 submitted=395071 kept=2763492 rejected=97304 last=keep reason=rewritten
+[llm clean] completed=395100 submitted=395171 kept=2763591 rejected=97305 last=keep reason=rewritten
+[llm clean] completed=395200 submitted=395271 kept=2763690 rejected=97306 last=keep reason=rewritten
+[llm clean] completed=395300 submitted=395371 kept=2763789 rejected=97307 last=keep reason=rewritten
+[llm clean] completed=395400 submitted=395471 kept=2763888 rejected=97308 last=keep reason=rewritten
+[llm clean] completed=395500 submitted=395571 kept=2763987 rejected=97309 last=keep reason=rewritten
+[llm clean] completed=395600 submitted=395671 kept=2764083 rejected=97313 last=reject reason=The text is a fragmented collection of forum posts, user metadata, navigation artifacts, and isolated comments that lack
+[llm clean] completed=395700 submitted=395771 kept=2764179 rejected=97317 last=keep reason=rewritten
+[llm clean] completed=395800 submitted=395871 kept=2764278 rejected=97318 last=keep reason=rewritten
+[llm clean] completed=395900 submitted=395971 kept=2764377 rejected=97319 last=keep reason=rewritten
+[llm clean] completed=396000 submitted=396071 kept=2764477 rejected=97319 last=keep reason=rewritten
+[llm clean] completed=396100 submitted=396171 kept=2764576 rejected=97320 last=keep reason=rewritten
+[llm clean] completed=396200 submitted=396271 kept=2764669 rejected=97327 last=keep reason=rewritten
+[llm clean] completed=396300 submitted=396371 kept=2764761 rejected=97335 last=keep reason=rewritten
+[llm clean] completed=396400 submitted=396471 kept=2764859 rejected=97337 last=keep reason=rewritten
+[llm clean] completed=396500 submitted=396571 kept=2764952 rejected=97344 last=keep reason=rewritten
+[llm clean] completed=396600 submitted=396671 kept=2765052 rejected=97344 last=keep reason=rewritten
+[llm clean] completed=396700 submitted=396771 kept=2765147 rejected=97349 last=keep reason=rewritten
+[llm clean] completed=396800 submitted=396871 kept=2765243 rejected=97353 last=keep reason=rewritten
+[llm clean] completed=396900 submitted=396971 kept=2765343 rejected=97353 last=keep reason=rewritten
+[llm clean] completed=397000 submitted=397071 kept=2765439 rejected=97357 last=keep reason=rewritten
+[llm clean] completed=397100 submitted=397171 kept=2765537 rejected=97359 last=keep reason=rewritten
+[llm clean] completed=397200 submitted=397271 kept=2765636 rejected=97360 last=keep reason=rewritten
+[llm clean] completed=397300 submitted=397371 kept=2765735 rejected=97361 last=keep reason=rewritten
+[llm clean] completed=397400 submitted=397471 kept=2765831 rejected=97365 last=keep reason=rewritten
+[llm clean] completed=397500 submitted=397571 kept=2765927 rejected=97369 last=keep reason=rewritten
+[llm clean] completed=397600 submitted=397671 kept=2766020 rejected=97376 last=keep reason=rewritten
+[llm clean] completed=397700 submitted=397771 kept=2766118 rejected=97378 last=keep reason=rewritten
+[llm clean] completed=397800 submitted=397871 kept=2766215 rejected=97381 last=keep reason=rewritten
+[llm clean] completed=397900 submitted=397971 kept=2766313 rejected=97383 last=keep reason=rewritten
+[llm clean] completed=398000 submitted=398071 kept=2766412 rejected=97384 last=keep reason=rewritten
+[llm clean] completed=398100 submitted=398171 kept=2766509 rejected=97387 last=keep reason=rewritten
+[llm clean] completed=398200 submitted=398271 kept=2766599 rejected=97397 last=keep reason=rewritten
+[llm clean] completed=398300 submitted=398371 kept=2766696 rejected=97400 last=keep reason=rewritten
+[llm clean] completed=398400 submitted=398471 kept=2766788 rejected=97408 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=398500 submitted=398571 kept=2766888 rejected=97408 last=keep reason=rewritten
+[llm clean] completed=398600 submitted=398671 kept=2766987 rejected=97409 last=keep reason=rewritten
+[llm clean] completed=398700 submitted=398771 kept=2767086 rejected=97410 last=keep reason=rewritten
+[llm clean] completed=398800 submitted=398871 kept=2767183 rejected=97413 last=keep reason=rewritten
+[llm clean] completed=398900 submitted=398971 kept=2767278 rejected=97418 last=keep reason=rewritten
+[llm clean] completed=399000 submitted=399071 kept=2767376 rejected=97420 last=keep reason=rewritten
+[llm clean] completed=399100 submitted=399171 kept=2767473 rejected=97423 last=keep reason=rewritten
+[llm clean] completed=399200 submitted=399271 kept=2767572 rejected=97424 last=keep reason=rewritten
+[llm clean] completed=399300 submitted=399371 kept=2767672 rejected=97424 last=keep reason=rewritten
+[llm clean] completed=399400 submitted=399471 kept=2767771 rejected=97425 last=keep reason=rewritten
+[llm clean] completed=399500 submitted=399571 kept=2767868 rejected=97428 last=keep reason=rewritten
+[llm clean] completed=399600 submitted=399671 kept=2767962 rejected=97434 last=keep reason=rewritten
+[llm clean] completed=399700 submitted=399771 kept=2768059 rejected=97437 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=399800 submitted=399871 kept=2768157 rejected=97439 last=keep reason=rewritten
+[llm clean] completed=399900 submitted=399971 kept=2768257 rejected=97439 last=keep reason=rewritten
+[llm clean] completed=400000 submitted=400071 kept=2768351 rejected=97445 last=keep reason=rewritten
+[llm clean] completed=400100 submitted=400171 kept=2768449 rejected=97447 last=keep reason=rewritten
+[llm clean] completed=400200 submitted=400271 kept=2768547 rejected=97449 last=keep reason=rewritten
+[llm clean] completed=400300 submitted=400371 kept=2768646 rejected=97450 last=keep reason=rewritten
+[llm clean] completed=400400 submitted=400471 kept=2768741 rejected=97455 last=keep reason=rewritten
+[llm clean] completed=400500 submitted=400571 kept=2768841 rejected=97455 last=keep reason=rewritten
+[llm clean] completed=400600 submitted=400671 kept=2768941 rejected=97455 last=keep reason=rewritten
+[llm clean] completed=400700 submitted=400771 kept=2769041 rejected=97455 last=keep reason=rewritten
+[llm clean] completed=400800 submitted=400871 kept=2769137 rejected=97459 last=reject reason=The text is a list of names, locations, and product prizes, likely from a giveaway or raffle. It lacks coherent narrativ
+[llm clean] completed=400900 submitted=400971 kept=2769212 rejected=97484 last=keep reason=rewritten
+[llm clean] completed=401000 submitted=401071 kept=2769309 rejected=97487 last=keep reason=rewritten
+[llm clean] completed=401100 submitted=401171 kept=2769409 rejected=97487 last=keep reason=rewritten
+[llm clean] completed=401200 submitted=401271 kept=2769507 rejected=97489 last=keep reason=rewritten
+[llm clean] completed=401300 submitted=401371 kept=2769607 rejected=97489 last=keep reason=rewritten
+[llm clean] completed=401400 submitted=401471 kept=2769701 rejected=97495 last=keep reason=rewritten
+[llm clean] completed=401500 submitted=401571 kept=2769799 rejected=97497 last=keep reason=rewritten
+[llm clean] completed=401600 submitted=401671 kept=2769896 rejected=97500 last=keep reason=rewritten
+[llm clean] completed=401700 submitted=401771 kept=2769991 rejected=97505 last=keep reason=rewritten
+[llm clean] completed=401800 submitted=401871 kept=2770088 rejected=97508 last=keep reason=rewritten
+[llm clean] completed=401900 submitted=401971 kept=2770187 rejected=97509 last=keep reason=rewritten
+[llm clean] completed=402000 submitted=402071 kept=2770286 rejected=97510 last=keep reason=rewritten
+[llm clean] completed=402100 submitted=402171 kept=2770383 rejected=97513 last=keep reason=rewritten
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+[llm clean] completed=412100 submitted=412171 kept=2780036 rejected=97860 last=reject reason=The text is primarily a collection of social media posts, tweets, and unrelated headlines/boilerplate rather than a cohe
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+[llm clean] completed=414800 submitted=414871 kept=2782658 rejected=97938 last=reject reason=The text is a short, opinionated blog comment with no substantial factual content, surrounded by navigation artifacts an
+[llm clean] completed=414900 submitted=414971 kept=2782754 rejected=97942 last=keep reason=rewritten
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+[llm clean] completed=418500 submitted=418571 kept=2786210 rejected=98086 last=reject reason=The input is primarily code snippets and technical documentation fragments without coherent article-style prose structur
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+[llm clean] completed=423600 submitted=423671 kept=2791164 rejected=98232 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=428300 submitted=428371 kept=2795715 rejected=98381 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=431100 submitted=431171 kept=2798383 rejected=98513 last=reject reason=The text is a raw list of bird species, scientific names, and taxonomic classifications without any narrative, context, 
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+[llm clean] completed=435900 submitted=435971 kept=2803032 rejected=98664 last=keep reason=rewritten
+[llm clean] completed=436000 submitted=436071 kept=2803115 rejected=98681 last=reject reason=The text is a coherent but highly conspiratorial and defamatory passage promoting the debunked 'Pizza Gate' conspiracy t
+[llm clean] completed=436100 submitted=436171 kept=2803213 rejected=98683 last=keep reason=rewritten
+[llm clean] completed=436200 submitted=436271 kept=2803305 rejected=98691 last=keep reason=rewritten
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+[llm clean] completed=436600 submitted=436671 kept=2803699 rejected=98697 last=keep reason=rewritten
+[llm clean] completed=436700 submitted=436771 kept=2803796 rejected=98700 last=reject reason=The text is a raw list of product prices, store promotions, and inventory details without coherent narrative or article-
+[llm clean] completed=436800 submitted=436871 kept=2803881 rejected=98715 last=keep reason=rewritten
+[llm clean] completed=436900 submitted=436971 kept=2803981 rejected=98715 last=keep reason=rewritten
+[llm clean] completed=437000 submitted=437071 kept=2804079 rejected=98717 last=keep reason=rewritten
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+[llm clean] completed=437400 submitted=437471 kept=2804473 rejected=98723 last=keep reason=rewritten
+[llm clean] completed=437500 submitted=437571 kept=2804570 rejected=98726 last=reject reason=The text is a fragmented list of British Prime Ministers with their full names and nicknames, interspersed with wiki-sty
+[llm clean] completed=437600 submitted=437671 kept=2804665 rejected=98731 last=keep reason=rewritten
+[llm clean] completed=437700 submitted=437771 kept=2804756 rejected=98740 last=keep reason=rewritten
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+[llm clean] completed=440700 submitted=440771 kept=2807628 rejected=98868 last=keep reason=rewritten
+[llm clean] completed=440800 submitted=440871 kept=2807723 rejected=98873 last=reject reason=The text is a highly incoherent, repetitive, and extreme rant with no coherent article-style structure. It contains frag
+[llm clean] completed=440900 submitted=440971 kept=2807820 rejected=98876 last=keep reason=rewritten
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+[llm clean] completed=443500 submitted=443571 kept=2810324 rejected=98972 last=keep reason=rewritten
+[llm clean] completed=443600 submitted=443671 kept=2810423 rejected=98973 last=reject reason=The text contains antisemitic conspiracy theories, hate speech, and highly biased, non-factual claims (e.g., 'Zionist fa
+[llm clean] completed=443700 submitted=443771 kept=2810521 rejected=98975 last=keep reason=rewritten
+[llm clean] completed=443800 submitted=443871 kept=2810621 rejected=98975 last=keep reason=rewritten
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+[llm clean] completed=444800 submitted=444871 kept=2811578 rejected=99018 last=keep reason=rewritten
+[llm clean] completed=444900 submitted=444971 kept=2811676 rejected=99020 last=keep reason=rewritten
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+[llm clean] completed=445500 submitted=445571 kept=2812259 rejected=99037 last=keep reason=rewritten
+[llm clean] completed=445600 submitted=445671 kept=2812356 rejected=99040 last=reject reason=The text is a collection of disjointed claims, quotes, and references promoting anti-vaccine conspiracy theories without
+[llm clean] completed=445700 submitted=445771 kept=2812452 rejected=99044 last=keep reason=rewritten
+[llm clean] completed=445800 submitted=445871 kept=2812545 rejected=99051 last=keep reason=rewritten
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+[llm clean] completed=446800 submitted=446871 kept=2813521 rejected=99075 last=keep reason=rewritten
+[llm clean] completed=446900 submitted=446971 kept=2813615 rejected=99081 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=447000 submitted=447071 kept=2813707 rejected=99089 last=keep reason=rewritten
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+[llm clean] completed=448200 submitted=448271 kept=2814879 rejected=99117 last=keep reason=rewritten
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+[llm clean] completed=448600 submitted=448671 kept=2815260 rejected=99136 last=keep reason=rewritten
+[llm clean] completed=448700 submitted=448771 kept=2815352 rejected=99144 last=reject reason=The text is a raw dump of forum comments, user metadata, navigation artifacts, and repetitive quote blocks. It lacks coh
+[llm clean] completed=448800 submitted=448871 kept=2815452 rejected=99144 last=keep reason=rewritten
+[llm clean] completed=448900 submitted=448971 kept=2815552 rejected=99144 last=keep reason=rewritten
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+[llm clean] completed=449700 submitted=449771 kept=2816332 rejected=99164 last=keep reason=rewritten
+[llm clean] completed=449800 submitted=449871 kept=2816431 rejected=99165 last=keep reason=rewritten
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+[llm clean] completed=450000 submitted=450071 kept=2816628 rejected=99168 last=keep reason=rewritten
+[llm clean] completed=450100 submitted=450171 kept=2816725 rejected=99171 last=keep reason=rewritten
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+[llm clean] completed=450300 submitted=450371 kept=2816919 rejected=99177 last=keep reason=rewritten
+[llm clean] completed=450400 submitted=450471 kept=2817017 rejected=99179 last=keep reason=rewritten
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+[llm clean] completed=450600 submitted=450671 kept=2817207 rejected=99189 last=keep reason=rewritten
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+[llm clean] completed=450800 submitted=450871 kept=2817395 rejected=99201 last=keep reason=rewritten
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+[llm clean] completed=451900 submitted=451971 kept=2818450 rejected=99246 last=keep reason=rewritten
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+[llm clean] completed=452100 submitted=452171 kept=2818646 rejected=99250 last=keep reason=rewritten
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+[llm clean] completed=452300 submitted=452371 kept=2818840 rejected=99256 last=keep reason=rewritten
+[llm clean] completed=452400 submitted=452471 kept=2818938 rejected=99258 last=keep reason=rewritten
+[llm clean] completed=452500 submitted=452571 kept=2819036 rejected=99260 last=keep reason=rewritten
+[llm clean] completed=452600 submitted=452671 kept=2819136 rejected=99260 last=keep reason=rewritten
+[llm clean] completed=452700 submitted=452771 kept=2819232 rejected=99264 last=keep reason=rewritten
+[llm clean] completed=452800 submitted=452871 kept=2819326 rejected=99270 last=keep reason=rewritten
+[llm clean] completed=452900 submitted=452971 kept=2819416 rejected=99280 last=keep reason=rewritten
+[llm clean] completed=453000 submitted=453071 kept=2819516 rejected=99280 last=keep reason=rewritten
+[llm clean] completed=453100 submitted=453171 kept=2819613 rejected=99283 last=keep reason=rewritten
+[llm clean] completed=453200 submitted=453271 kept=2819711 rejected=99285 last=keep reason=rewritten
+[llm clean] completed=453300 submitted=453371 kept=2819808 rejected=99288 last=keep reason=rewritten
+[llm clean] completed=453400 submitted=453471 kept=2819908 rejected=99288 last=keep reason=rewritten
+[llm clean] completed=453500 submitted=453571 kept=2820003 rejected=99293 last=keep reason=rewritten
+[llm clean] completed=453600 submitted=453671 kept=2820097 rejected=99299 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=453700 submitted=453771 kept=2820196 rejected=99300 last=keep reason=rewritten
+[llm clean] completed=453800 submitted=453871 kept=2820296 rejected=99300 last=keep reason=rewritten
+[llm clean] completed=453900 submitted=453971 kept=2820392 rejected=99304 last=keep reason=rewritten
+[llm clean] completed=454000 submitted=454071 kept=2820488 rejected=99308 last=keep reason=rewritten
+[llm clean] completed=454100 submitted=454171 kept=2820587 rejected=99309 last=keep reason=rewritten
+[llm clean] completed=454200 submitted=454271 kept=2820682 rejected=99314 last=keep reason=rewritten
+[llm clean] completed=454300 submitted=454371 kept=2820777 rejected=99319 last=keep reason=rewritten
+[llm clean] completed=454400 submitted=454471 kept=2820873 rejected=99323 last=keep reason=rewritten
+[llm clean] completed=454500 submitted=454570 kept=2820970 rejected=99326 last=keep reason=rewritten
+[llm clean] completed=454600 submitted=454671 kept=2821068 rejected=99328 last=keep reason=rewritten
+[llm clean] completed=454700 submitted=454771 kept=2821166 rejected=99330 last=keep reason=rewritten
+[llm clean] completed=454800 submitted=454871 kept=2821264 rejected=99332 last=keep reason=rewritten
+[llm clean] completed=454900 submitted=454971 kept=2821362 rejected=99334 last=keep reason=rewritten
+[llm clean] completed=455000 submitted=455071 kept=2821460 rejected=99336 last=keep reason=rewritten
+[llm clean] completed=455100 submitted=455171 kept=2821554 rejected=99342 last=keep reason=rewritten
+[llm clean] completed=455200 submitted=455271 kept=2821650 rejected=99346 last=keep reason=rewritten
+[llm clean] completed=455300 submitted=455371 kept=2821749 rejected=99347 last=keep reason=rewritten
+[llm clean] completed=455400 submitted=455471 kept=2821849 rejected=99347 last=keep reason=rewritten
+[llm clean] completed=455500 submitted=455571 kept=2821948 rejected=99348 last=keep reason=rewritten
+[llm clean] completed=455600 submitted=455671 kept=2822046 rejected=99350 last=keep reason=rewritten
+[llm clean] completed=455700 submitted=455771 kept=2822143 rejected=99353 last=keep reason=rewritten
+[llm clean] completed=455800 submitted=455871 kept=2822239 rejected=99357 last=keep reason=rewritten
+[llm clean] completed=455900 submitted=455971 kept=2822333 rejected=99363 last=reject reason=The text is a raw, unstructured dump of game mechanics data (context IDs, stat modifiers, damage calculations) with brok
+[llm clean] completed=456000 submitted=456071 kept=2822428 rejected=99368 last=keep reason=rewritten
+[llm clean] completed=456100 submitted=456171 kept=2822525 rejected=99371 last=keep reason=rewritten
+[llm clean] completed=456200 submitted=456271 kept=2822619 rejected=99377 last=keep reason=rewritten
+[llm clean] completed=456300 submitted=456371 kept=2822719 rejected=99377 last=keep reason=rewritten
+[llm clean] completed=456400 submitted=456471 kept=2822819 rejected=99377 last=keep reason=rewritten
+[llm clean] completed=456500 submitted=456571 kept=2822917 rejected=99379 last=keep reason=rewritten
+[llm clean] completed=456600 submitted=456671 kept=2823007 rejected=99389 last=keep reason=rewritten
+[llm clean] completed=456700 submitted=456771 kept=2823106 rejected=99390 last=keep reason=rewritten
+[llm clean] completed=456800 submitted=456871 kept=2823206 rejected=99390 last=keep reason=rewritten
+[llm clean] completed=456900 submitted=456971 kept=2823303 rejected=99393 last=keep reason=rewritten
+[llm clean] completed=457000 submitted=457071 kept=2823401 rejected=99395 last=keep reason=rewritten
+[llm clean] completed=457100 submitted=457171 kept=2823493 rejected=99403 last=keep reason=rewritten
+[llm clean] completed=457200 submitted=457271 kept=2823590 rejected=99406 last=keep reason=rewritten
+[llm clean] completed=457300 submitted=457371 kept=2823688 rejected=99408 last=keep reason=rewritten
+[llm clean] completed=457400 submitted=457471 kept=2823788 rejected=99408 last=keep reason=rewritten
+[llm clean] completed=457500 submitted=457571 kept=2823885 rejected=99411 last=reject reason=The text is a collection of conspiracy theories and unverified claims presented in a fragmented, blog-like format with a
+[llm clean] completed=457600 submitted=457671 kept=2823981 rejected=99415 last=keep reason=rewritten
+[llm clean] completed=457700 submitted=457771 kept=2824077 rejected=99419 last=keep reason=rewritten
+[llm clean] completed=457800 submitted=457871 kept=2824175 rejected=99421 last=keep reason=rewritten
+[llm clean] completed=457900 submitted=457971 kept=2824272 rejected=99424 last=keep reason=rewritten
+[llm clean] completed=458000 submitted=458071 kept=2824364 rejected=99432 last=keep reason=rewritten
+[llm clean] completed=458100 submitted=458171 kept=2824461 rejected=99435 last=keep reason=rewritten
+[llm clean] completed=458200 submitted=458271 kept=2824561 rejected=99435 last=keep reason=rewritten
+[llm clean] completed=458300 submitted=458371 kept=2824661 rejected=99435 last=keep reason=rewritten
+[llm clean] completed=458400 submitted=458471 kept=2824759 rejected=99437 last=keep reason=rewritten
+[llm clean] completed=458500 submitted=458571 kept=2824850 rejected=99446 last=keep reason=rewritten
+[llm clean] completed=458600 submitted=458671 kept=2824942 rejected=99454 last=keep reason=rewritten
+[llm clean] completed=458700 submitted=458771 kept=2825033 rejected=99463 last=keep reason=rewritten
+[llm clean] completed=458800 submitted=458871 kept=2825130 rejected=99466 last=keep reason=rewritten
+[llm clean] completed=458900 submitted=458971 kept=2825217 rejected=99479 last=keep reason=rewritten
+[llm clean] completed=459000 submitted=459071 kept=2825314 rejected=99482 last=keep reason=rewritten
+[llm clean] completed=459100 submitted=459171 kept=2825414 rejected=99482 last=keep reason=rewritten
+[llm clean] completed=459200 submitted=459271 kept=2825513 rejected=99483 last=keep reason=rewritten
+[llm clean] completed=459300 submitted=459371 kept=2825609 rejected=99487 last=keep reason=rewritten
+[llm clean] completed=459400 submitted=459471 kept=2825697 rejected=99499 last=keep reason=rewritten
+[llm clean] completed=459500 submitted=459571 kept=2825796 rejected=99500 last=keep reason=rewritten
+[llm clean] completed=459600 submitted=459671 kept=2825891 rejected=99505 last=keep reason=rewritten
+[llm clean] completed=459700 submitted=459771 kept=2825990 rejected=99506 last=keep reason=rewritten
+[llm clean] completed=459800 submitted=459871 kept=2826087 rejected=99509 last=keep reason=rewritten
+[llm clean] completed=459900 submitted=459971 kept=2826186 rejected=99510 last=keep reason=rewritten
+[llm clean] completed=460000 submitted=460071 kept=2826284 rejected=99512 last=keep reason=rewritten
+[llm clean] completed=460100 submitted=460171 kept=2826374 rejected=99522 last=keep reason=rewritten
+[llm clean] completed=460200 submitted=460271 kept=2826471 rejected=99525 last=keep reason=rewritten
+[llm clean] completed=460300 submitted=460371 kept=2826571 rejected=99525 last=keep reason=rewritten
+[llm clean] completed=460400 submitted=460471 kept=2826669 rejected=99527 last=keep reason=rewritten
+[llm clean] completed=460500 submitted=460571 kept=2826765 rejected=99531 last=keep reason=rewritten
+[llm clean] completed=460600 submitted=460671 kept=2826864 rejected=99532 last=keep reason=rewritten
+[llm clean] completed=460700 submitted=460771 kept=2826953 rejected=99543 last=keep reason=rewritten
+[llm clean] completed=460800 submitted=460871 kept=2827049 rejected=99547 last=keep reason=rewritten
+[llm clean] completed=460900 submitted=460971 kept=2827142 rejected=99554 last=keep reason=rewritten
+[llm clean] completed=461000 submitted=461071 kept=2827238 rejected=99558 last=keep reason=rewritten
+[llm clean] completed=461100 submitted=461171 kept=2827323 rejected=99573 last=keep reason=rewritten
+[llm clean] completed=461200 submitted=461271 kept=2827422 rejected=99574 last=keep reason=rewritten
+[llm clean] completed=461300 submitted=461371 kept=2827522 rejected=99574 last=keep reason=rewritten
+[llm clean] completed=461400 submitted=461471 kept=2827620 rejected=99576 last=keep reason=rewritten
+[llm clean] completed=461500 submitted=461571 kept=2827719 rejected=99577 last=keep reason=rewritten
+[llm clean] completed=461600 submitted=461671 kept=2827796 rejected=99600 last=reject reason=The text is a list of academic citations and references, not a coherent article or prose passage.
+[llm clean] completed=461700 submitted=461771 kept=2827886 rejected=99610 last=keep reason=rewritten
+[llm clean] completed=461800 submitted=461871 kept=2827985 rejected=99611 last=keep reason=rewritten
+[llm clean] completed=461900 submitted=461971 kept=2828084 rejected=99612 last=keep reason=rewritten
+[llm clean] completed=462000 submitted=462071 kept=2828182 rejected=99614 last=keep reason=rewritten
+[llm clean] completed=462100 submitted=462171 kept=2828279 rejected=99617 last=keep reason=rewritten
+[llm clean] completed=462200 submitted=462271 kept=2828378 rejected=99618 last=keep reason=rewritten
+[llm clean] completed=462300 submitted=462371 kept=2828476 rejected=99620 last=keep reason=rewritten
+[llm clean] completed=462400 submitted=462471 kept=2828576 rejected=99620 last=keep reason=rewritten
+[llm clean] completed=462500 submitted=462571 kept=2828669 rejected=99627 last=keep reason=rewritten
+[llm clean] completed=462600 submitted=462671 kept=2828769 rejected=99627 last=keep reason=rewritten
+[llm clean] completed=462700 submitted=462771 kept=2828861 rejected=99635 last=keep reason=rewritten
+[llm clean] completed=462800 submitted=462871 kept=2828960 rejected=99636 last=keep reason=rewritten
+[llm clean] completed=462900 submitted=462971 kept=2829055 rejected=99641 last=keep reason=rewritten
+[llm clean] completed=463000 submitted=463071 kept=2829155 rejected=99641 last=keep reason=rewritten
+[llm clean] completed=463100 submitted=463171 kept=2829253 rejected=99643 last=keep reason=rewritten
+[llm clean] completed=463200 submitted=463271 kept=2829347 rejected=99649 last=keep reason=rewritten
+[llm clean] completed=463300 submitted=463371 kept=2829433 rejected=99663 last=keep reason=rewritten
+[llm clean] completed=463400 submitted=463471 kept=2829528 rejected=99668 last=keep reason=rewritten
+[llm clean] completed=463500 submitted=463571 kept=2829624 rejected=99672 last=keep reason=rewritten
+[llm clean] completed=463600 submitted=463671 kept=2829719 rejected=99677 last=keep reason=rewritten
+[llm clean] completed=463700 submitted=463771 kept=2829818 rejected=99678 last=keep reason=rewritten
+[llm clean] completed=463800 submitted=463871 kept=2829916 rejected=99680 last=keep reason=rewritten
+[llm clean] completed=463900 submitted=463971 kept=2830009 rejected=99687 last=keep reason=rewritten
+[llm clean] completed=464000 submitted=464071 kept=2830106 rejected=99690 last=keep reason=rewritten
+[llm clean] completed=464100 submitted=464171 kept=2830206 rejected=99690 last=keep reason=rewritten
+[llm clean] completed=464200 submitted=464271 kept=2830304 rejected=99692 last=keep reason=rewritten
+[llm clean] completed=464300 submitted=464371 kept=2830403 rejected=99693 last=keep reason=rewritten
+[llm clean] completed=464400 submitted=464471 kept=2830502 rejected=99694 last=keep reason=rewritten
+[llm clean] completed=464500 submitted=464571 kept=2830601 rejected=99695 last=keep reason=rewritten
+[llm clean] completed=464600 submitted=464671 kept=2830701 rejected=99695 last=keep reason=rewritten
+[llm clean] completed=464700 submitted=464771 kept=2830799 rejected=99697 last=keep reason=rewritten
+[llm clean] completed=464800 submitted=464871 kept=2830872 rejected=99724 last=keep reason=rewritten
+[llm clean] completed=464900 submitted=464971 kept=2830969 rejected=99727 last=keep reason=rewritten
+[llm clean] completed=465000 submitted=465071 kept=2831064 rejected=99732 last=keep reason=rewritten
+[llm clean] completed=465100 submitted=465171 kept=2831159 rejected=99737 last=keep reason=rewritten
+[llm clean] completed=465200 submitted=465271 kept=2831259 rejected=99737 last=keep reason=rewritten
+[llm clean] completed=465300 submitted=465370 kept=2831344 rejected=99752 last=keep reason=rewritten
+[llm clean] completed=465400 submitted=465471 kept=2831439 rejected=99757 last=keep reason=rewritten
+[llm clean] completed=465500 submitted=465571 kept=2831538 rejected=99758 last=keep reason=rewritten
+[llm clean] completed=465600 submitted=465671 kept=2831638 rejected=99758 last=keep reason=rewritten
+[llm clean] completed=465700 submitted=465771 kept=2831733 rejected=99763 last=keep reason=rewritten
+[llm clean] completed=465800 submitted=465871 kept=2831833 rejected=99763 last=keep reason=rewritten
+[llm clean] completed=465900 submitted=465971 kept=2831928 rejected=99768 last=keep reason=rewritten
+[llm clean] completed=466000 submitted=466071 kept=2832024 rejected=99772 last=keep reason=rewritten
+[llm clean] completed=466100 submitted=466171 kept=2832124 rejected=99772 last=keep reason=rewritten
+[llm clean] completed=466200 submitted=466271 kept=2832211 rejected=99785 last=keep reason=rewritten
+[llm clean] completed=466300 submitted=466371 kept=2832309 rejected=99787 last=keep reason=rewritten
+[llm clean] completed=466400 submitted=466471 kept=2832405 rejected=99791 last=keep reason=rewritten
+[llm clean] completed=466500 submitted=466570 kept=2832503 rejected=99793 last=keep reason=rewritten
+[llm clean] completed=466600 submitted=466671 kept=2832602 rejected=99794 last=keep reason=rewritten
+[llm clean] completed=466700 submitted=466771 kept=2832698 rejected=99798 last=keep reason=rewritten
+[llm clean] completed=466800 submitted=466871 kept=2832788 rejected=99808 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=466900 submitted=466971 kept=2832868 rejected=99828 last=keep reason=rewritten
+[llm clean] completed=467000 submitted=467071 kept=2832967 rejected=99829 last=keep reason=rewritten
+[llm clean] completed=467100 submitted=467171 kept=2833067 rejected=99829 last=keep reason=rewritten
+[llm clean] completed=467200 submitted=467271 kept=2833165 rejected=99831 last=keep reason=rewritten
+[llm clean] completed=467300 submitted=467371 kept=2833262 rejected=99834 last=keep reason=rewritten
+[llm clean] completed=467400 submitted=467471 kept=2833360 rejected=99836 last=keep reason=rewritten
+[llm clean] completed=467500 submitted=467571 kept=2833452 rejected=99844 last=keep reason=rewritten
+[llm clean] completed=467600 submitted=467671 kept=2833551 rejected=99845 last=keep reason=rewritten
+[llm clean] completed=467700 submitted=467771 kept=2833650 rejected=99846 last=keep reason=rewritten
+[llm clean] completed=467800 submitted=467871 kept=2833749 rejected=99847 last=keep reason=rewritten
+[llm clean] completed=467900 submitted=467971 kept=2833848 rejected=99848 last=keep reason=rewritten
+[llm clean] completed=468000 submitted=468071 kept=2833946 rejected=99850 last=keep reason=rewritten
+[llm clean] completed=468100 submitted=468171 kept=2834044 rejected=99852 last=keep reason=rewritten
+[llm clean] completed=468200 submitted=468271 kept=2834139 rejected=99857 last=keep reason=rewritten
+[llm clean] completed=468300 submitted=468371 kept=2834236 rejected=99860 last=keep reason=rewritten
+[llm clean] completed=468400 submitted=468471 kept=2834333 rejected=99863 last=keep reason=rewritten
+[llm clean] completed=468500 submitted=468571 kept=2834428 rejected=99868 last=keep reason=rewritten
+[llm clean] completed=468600 submitted=468671 kept=2834525 rejected=99871 last=keep reason=rewritten
+[llm clean] completed=468700 submitted=468771 kept=2834623 rejected=99873 last=keep reason=rewritten
+[llm clean] completed=468800 submitted=468871 kept=2834722 rejected=99874 last=keep reason=rewritten
+[llm clean] completed=468900 submitted=468971 kept=2834822 rejected=99874 last=keep reason=rewritten
+[llm clean] completed=469000 submitted=469071 kept=2834919 rejected=99877 last=keep reason=rewritten
+[llm clean] completed=469100 submitted=469171 kept=2835014 rejected=99882 last=keep reason=rewritten
+[llm clean] completed=469200 submitted=469271 kept=2835104 rejected=99892 last=keep reason=rewritten
+[llm clean] completed=469300 submitted=469371 kept=2835201 rejected=99895 last=keep reason=rewritten
+[llm clean] completed=469400 submitted=469471 kept=2835298 rejected=99898 last=reject reason=The input is a collection of unrelated forum questions and comments with no coherent narrative or article structure. It 
+[llm clean] completed=469500 submitted=469571 kept=2835395 rejected=99901 last=keep reason=rewritten
+[llm clean] completed=469600 submitted=469671 kept=2835495 rejected=99901 last=keep reason=rewritten
+[llm clean] completed=469700 submitted=469771 kept=2835594 rejected=99902 last=keep reason=rewritten
+[llm clean] completed=469800 submitted=469871 kept=2835690 rejected=99906 last=keep reason=rewritten
+[llm clean] completed=469900 submitted=469971 kept=2835786 rejected=99910 last=keep reason=rewritten
+[llm clean] completed=470000 submitted=470071 kept=2835879 rejected=99917 last=keep reason=rewritten
+[llm clean] completed=470100 submitted=470171 kept=2835976 rejected=99920 last=keep reason=rewritten
+[llm clean] completed=470200 submitted=470271 kept=2836072 rejected=99924 last=keep reason=rewritten
+[llm clean] completed=470300 submitted=470371 kept=2836171 rejected=99925 last=keep reason=rewritten
+[llm clean] completed=470400 submitted=470471 kept=2836271 rejected=99925 last=keep reason=rewritten
+[llm clean] completed=470500 submitted=470571 kept=2836371 rejected=99925 last=keep reason=rewritten
+[llm clean] completed=470600 submitted=470671 kept=2836465 rejected=99931 last=keep reason=rewritten
+[llm clean] completed=470700 submitted=470771 kept=2836550 rejected=99946 last=keep reason=rewritten
+[llm clean] completed=470800 submitted=470871 kept=2836646 rejected=99950 last=keep reason=rewritten
+[llm clean] completed=470900 submitted=470971 kept=2836742 rejected=99954 last=keep reason=rewritten
+[llm clean] completed=471000 submitted=471071 kept=2836841 rejected=99955 last=keep reason=rewritten
+[llm clean] completed=471100 submitted=471171 kept=2836940 rejected=99956 last=keep reason=rewritten
+[llm clean] completed=471200 submitted=471271 kept=2837036 rejected=99960 last=keep reason=rewritten
+[llm clean] completed=471300 submitted=471371 kept=2837133 rejected=99963 last=reject reason=The text is a fragmented collection of game move descriptions, anime/manga references, and wiki-style headers/boilerplat
+[llm clean] completed=471400 submitted=471471 kept=2837232 rejected=99964 last=keep reason=rewritten
+[llm clean] completed=471500 submitted=471571 kept=2837332 rejected=99964 last=keep reason=rewritten
+[llm clean] completed=471600 submitted=471671 kept=2837428 rejected=99968 last=keep reason=rewritten
+[llm clean] completed=471700 submitted=471771 kept=2837525 rejected=99971 last=keep reason=rewritten
+[llm clean] completed=471800 submitted=471871 kept=2837624 rejected=99972 last=keep reason=rewritten
+[llm clean] completed=471900 submitted=471971 kept=2837719 rejected=99977 last=keep reason=rewritten
+[llm clean] completed=472000 submitted=472071 kept=2837817 rejected=99979 last=keep reason=rewritten
+[llm clean] completed=472100 submitted=472171 kept=2837916 rejected=99980 last=keep reason=rewritten
+[llm clean] completed=472200 submitted=472271 kept=2838013 rejected=99983 last=keep reason=rewritten
+[llm clean] completed=472300 submitted=472371 kept=2838112 rejected=99984 last=reject reason=The text is a machine-translated product description for model kits with severe grammatical errors, awkward phrasing, an
+[llm clean] completed=472400 submitted=472471 kept=2838212 rejected=99984 last=keep reason=rewritten
+[llm clean] completed=472500 submitted=472571 kept=2838307 rejected=99989 last=keep reason=rewritten
+[llm clean] completed=472600 submitted=472671 kept=2838406 rejected=99990 last=keep reason=rewritten
+[llm clean] completed=472700 submitted=472770 kept=2838503 rejected=99993 last=keep reason=rewritten
+[llm clean] completed=472800 submitted=472871 kept=2838600 rejected=99996 last=keep reason=rewritten
+[llm clean] completed=472900 submitted=472971 kept=2838698 rejected=99998 last=keep reason=rewritten
+[llm clean] completed=473000 submitted=473071 kept=2838796 rejected=100000 last=keep reason=rewritten
+[llm clean] completed=473100 submitted=473171 kept=2838893 rejected=100003 last=keep reason=rewritten
+[llm clean] completed=473200 submitted=473271 kept=2838993 rejected=100003 last=keep reason=rewritten
+[llm clean] completed=473300 submitted=473371 kept=2839090 rejected=100006 last=keep reason=rewritten
+[llm clean] completed=473400 submitted=473471 kept=2839185 rejected=100011 last=keep reason=rewritten
+[llm clean] completed=473500 submitted=473571 kept=2839282 rejected=100014 last=keep reason=rewritten
+[llm clean] completed=473600 submitted=473671 kept=2839381 rejected=100015 last=keep reason=rewritten
+[llm clean] completed=473700 submitted=473771 kept=2839480 rejected=100016 last=keep reason=rewritten
+[llm clean] completed=473800 submitted=473871 kept=2839578 rejected=100018 last=keep reason=rewritten
+[llm clean] completed=473900 submitted=473971 kept=2839677 rejected=100019 last=keep reason=rewritten
+[llm clean] completed=474000 submitted=474071 kept=2839776 rejected=100020 last=keep reason=rewritten
+[llm clean] completed=474100 submitted=474171 kept=2839872 rejected=100024 last=keep reason=rewritten
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+[llm clean] completed=498600 submitted=498671 kept=2863605 rejected=100791 last=keep reason=rewritten
+[llm clean] completed=498700 submitted=498771 kept=2863705 rejected=100791 last=keep reason=rewritten
+[llm clean] completed=498800 submitted=498871 kept=2863802 rejected=100794 last=reject reason=The text consists of bibliographic citations, metadata, and navigation labels (e.g., 'See also [ edit ]', 'References [ 
+[llm clean] completed=498900 submitted=498971 kept=2863900 rejected=100796 last=keep reason=rewritten
+[llm clean] completed=499000 submitted=499071 kept=2863999 rejected=100797 last=keep reason=rewritten
+[llm clean] completed=499100 submitted=499171 kept=2864099 rejected=100797 last=keep reason=rewritten
+[llm clean] completed=499200 submitted=499271 kept=2864175 rejected=100821 last=keep reason=rewritten
+[llm clean] completed=499300 submitted=499371 kept=2864273 rejected=100823 last=keep reason=rewritten
+[llm clean] completed=499400 submitted=499471 kept=2864373 rejected=100823 last=keep reason=rewritten
+[llm clean] completed=499500 submitted=499571 kept=2864471 rejected=100825 last=keep reason=rewritten
+[llm clean] completed=499600 submitted=499671 kept=2864569 rejected=100827 last=keep reason=rewritten
+[llm clean] completed=499700 submitted=499771 kept=2864664 rejected=100832 last=reject reason=The text is a list of academic references and citations, not a coherent article or prose passage.
+[llm clean] completed=499800 submitted=499871 kept=2864737 rejected=100859 last=keep reason=rewritten
+[llm clean] completed=499900 submitted=499971 kept=2864825 rejected=100871 last=keep reason=rewritten
+[llm clean] completed=500000 submitted=500071 kept=2864925 rejected=100871 last=keep reason=rewritten
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+[llm clean] completed=500200 submitted=500271 kept=2865113 rejected=100883 last=keep reason=rewritten
+[llm clean] completed=500300 submitted=500371 kept=2865204 rejected=100892 last=keep reason=rewritten
+[llm clean] completed=500400 submitted=500471 kept=2865299 rejected=100897 last=keep reason=rewritten
+[llm clean] completed=500500 submitted=500571 kept=2865393 rejected=100903 last=keep reason=rewritten
+[llm clean] completed=500600 submitted=500671 kept=2865489 rejected=100907 last=keep reason=rewritten
+[llm clean] completed=500700 submitted=500771 kept=2865588 rejected=100908 last=keep reason=rewritten
+[llm clean] completed=500800 submitted=500871 kept=2865674 rejected=100922 last=keep reason=rewritten
+[llm clean] completed=500900 submitted=500971 kept=2865772 rejected=100924 last=keep reason=rewritten
+[llm clean] completed=501000 submitted=501071 kept=2865871 rejected=100925 last=keep reason=rewritten
+[llm clean] completed=501100 submitted=501171 kept=2865969 rejected=100927 last=keep reason=rewritten
+[llm clean] completed=501200 submitted=501271 kept=2866066 rejected=100930 last=keep reason=rewritten
+[llm clean] completed=501300 submitted=501371 kept=2866164 rejected=100932 last=keep reason=rewritten
+[llm clean] completed=501400 submitted=501471 kept=2866260 rejected=100936 last=keep reason=rewritten
+[llm clean] completed=501500 submitted=501571 kept=2866360 rejected=100936 last=keep reason=rewritten
+[llm clean] completed=501600 submitted=501671 kept=2866459 rejected=100937 last=keep reason=rewritten
+[llm clean] completed=501700 submitted=501771 kept=2866557 rejected=100939 last=keep reason=rewritten
+[llm clean] completed=501800 submitted=501871 kept=2866655 rejected=100941 last=keep reason=rewritten
+[llm clean] completed=501900 submitted=501971 kept=2866751 rejected=100945 last=keep reason=rewritten
+[llm clean] completed=502000 submitted=502071 kept=2866849 rejected=100947 last=keep reason=rewritten
+[llm clean] completed=502100 submitted=502171 kept=2866946 rejected=100950 last=keep reason=rewritten
+[llm clean] completed=502200 submitted=502271 kept=2867044 rejected=100952 last=keep reason=rewritten
+[llm clean] completed=502300 submitted=502371 kept=2867139 rejected=100957 last=keep reason=rewritten
+[llm clean] completed=502400 submitted=502471 kept=2867233 rejected=100963 last=keep reason=rewritten
+[llm clean] completed=502500 submitted=502571 kept=2867331 rejected=100965 last=keep reason=rewritten
+[llm clean] completed=502600 submitted=502671 kept=2867425 rejected=100971 last=keep reason=rewritten
+[llm clean] completed=502700 submitted=502771 kept=2867523 rejected=100973 last=keep reason=rewritten
+[llm clean] completed=502800 submitted=502871 kept=2867619 rejected=100977 last=keep reason=rewritten
+[llm clean] completed=502900 submitted=502971 kept=2867717 rejected=100979 last=keep reason=rewritten
+[llm clean] completed=503000 submitted=503071 kept=2867817 rejected=100979 last=keep reason=rewritten
+[llm clean] completed=503100 submitted=503171 kept=2867916 rejected=100980 last=keep reason=rewritten
+[llm clean] completed=503200 submitted=503271 kept=2868015 rejected=100981 last=keep reason=rewritten
+[llm clean] completed=503300 submitted=503371 kept=2868114 rejected=100982 last=keep reason=rewritten
+[llm clean] completed=503400 submitted=503471 kept=2868212 rejected=100984 last=keep reason=rewritten
+[llm clean] completed=503500 submitted=503571 kept=2868311 rejected=100985 last=keep reason=rewritten
+[llm clean] completed=503600 submitted=503671 kept=2868409 rejected=100987 last=keep reason=rewritten
+[llm clean] completed=503700 submitted=503771 kept=2868507 rejected=100989 last=keep reason=rewritten
+[llm clean] completed=503800 submitted=503871 kept=2868605 rejected=100991 last=keep reason=rewritten
+[llm clean] completed=503900 submitted=503971 kept=2868705 rejected=100991 last=keep reason=rewritten
+[llm clean] completed=504000 submitted=504071 kept=2868803 rejected=100993 last=keep reason=rewritten
+[llm clean] completed=504100 submitted=504171 kept=2868901 rejected=100995 last=keep reason=rewritten
+[llm clean] completed=504200 submitted=504271 kept=2869000 rejected=100996 last=keep reason=rewritten
+[llm clean] completed=504300 submitted=504371 kept=2869099 rejected=100997 last=keep reason=rewritten
+[llm clean] completed=504400 submitted=504471 kept=2869183 rejected=101013 last=reject reason=The text is a satirical/fabricated article containing absurd claims (e.g., Trump accidentally hanging himself in the bat
+[llm clean] completed=504500 submitted=504571 kept=2869282 rejected=101014 last=keep reason=rewritten
+[llm clean] completed=504600 submitted=504671 kept=2869380 rejected=101016 last=keep reason=rewritten
+[llm clean] completed=504700 submitted=504771 kept=2869479 rejected=101017 last=keep reason=rewritten
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+[llm clean] completed=505100 submitted=505171 kept=2869874 rejected=101022 last=keep reason=rewritten
+[llm clean] completed=505200 submitted=505271 kept=2869970 rejected=101026 last=keep reason=rewritten
+[llm clean] completed=505300 submitted=505371 kept=2870069 rejected=101027 last=keep reason=rewritten
+[llm clean] completed=505400 submitted=505471 kept=2870164 rejected=101032 last=keep reason=rewritten
+[llm clean] completed=505500 submitted=505571 kept=2870263 rejected=101033 last=keep reason=rewritten
+[llm clean] completed=505600 submitted=505671 kept=2870362 rejected=101034 last=keep reason=rewritten
+[llm clean] completed=505700 submitted=505771 kept=2870462 rejected=101034 last=keep reason=rewritten
+[llm clean] completed=505800 submitted=505871 kept=2870560 rejected=101036 last=keep reason=rewritten
+[llm clean] completed=505900 submitted=505971 kept=2870659 rejected=101037 last=keep reason=rewritten
+[llm clean] completed=506000 submitted=506071 kept=2870757 rejected=101039 last=keep reason=rewritten
+[llm clean] completed=506100 submitted=506171 kept=2870857 rejected=101039 last=keep reason=rewritten
+[llm clean] completed=506200 submitted=506271 kept=2870956 rejected=101040 last=keep reason=rewritten
+[llm clean] completed=506300 submitted=506371 kept=2871049 rejected=101047 last=keep reason=rewritten
+[llm clean] completed=506400 submitted=506471 kept=2871146 rejected=101050 last=keep reason=rewritten
+[llm clean] completed=506500 submitted=506571 kept=2871244 rejected=101052 last=keep reason=rewritten
+[llm clean] completed=506600 submitted=506671 kept=2871342 rejected=101054 last=keep reason=rewritten
+[llm clean] completed=506700 submitted=506771 kept=2871442 rejected=101054 last=keep reason=rewritten
+[llm clean] completed=506800 submitted=506871 kept=2871540 rejected=101056 last=keep reason=rewritten
+[llm clean] completed=506900 submitted=506971 kept=2871638 rejected=101058 last=keep reason=rewritten
+[llm clean] completed=507000 submitted=507071 kept=2871736 rejected=101060 last=keep reason=rewritten
+[llm clean] completed=507100 submitted=507171 kept=2871835 rejected=101061 last=keep reason=rewritten
+[llm clean] completed=507200 submitted=507271 kept=2871935 rejected=101061 last=keep reason=rewritten
+[llm clean] completed=507300 submitted=507371 kept=2872031 rejected=101065 last=keep reason=rewritten
+[llm clean] completed=507400 submitted=507471 kept=2872128 rejected=101068 last=keep reason=rewritten
+[llm clean] completed=507500 submitted=507571 kept=2872228 rejected=101068 last=keep reason=rewritten
+[llm clean] completed=507600 submitted=507671 kept=2872321 rejected=101075 last=keep reason=rewritten
+[llm clean] completed=507700 submitted=507771 kept=2872420 rejected=101076 last=keep reason=rewritten
+[llm clean] completed=507800 submitted=507871 kept=2872518 rejected=101078 last=keep reason=rewritten
+[llm clean] completed=507900 submitted=507971 kept=2872616 rejected=101080 last=keep reason=rewritten
+[llm clean] completed=508000 submitted=508071 kept=2872713 rejected=101083 last=keep reason=rewritten
+[llm clean] completed=508100 submitted=508171 kept=2872812 rejected=101084 last=keep reason=rewritten
+[llm clean] completed=508200 submitted=508271 kept=2872911 rejected=101085 last=keep reason=rewritten
+[llm clean] completed=508300 submitted=508371 kept=2873011 rejected=101085 last=keep reason=rewritten
+[llm clean] completed=508400 submitted=508471 kept=2873106 rejected=101090 last=keep reason=rewritten
+[llm clean] completed=508500 submitted=508571 kept=2873203 rejected=101093 last=keep reason=rewritten
+[llm clean] completed=508600 submitted=508671 kept=2873296 rejected=101100 last=keep reason=rewritten
+[llm clean] completed=508700 submitted=508771 kept=2873393 rejected=101103 last=keep reason=rewritten
+[llm clean] completed=508800 submitted=508871 kept=2873489 rejected=101107 last=reject reason=The text is a fragmented, repetitive extraction of dictionary definitions and examples for the word 'the', lacking coher
+[llm clean] completed=508900 submitted=508971 kept=2873587 rejected=101109 last=keep reason=rewritten
+[llm clean] completed=509000 submitted=509071 kept=2873686 rejected=101110 last=keep reason=rewritten
+[llm clean] completed=509100 submitted=509171 kept=2873785 rejected=101111 last=keep reason=rewritten
+[llm clean] completed=509200 submitted=509271 kept=2873884 rejected=101112 last=keep reason=rewritten
+[llm clean] completed=509300 submitted=509371 kept=2873980 rejected=101116 last=keep reason=rewritten
+[llm clean] completed=509400 submitted=509471 kept=2874072 rejected=101124 last=keep reason=rewritten
+[llm clean] completed=509500 submitted=509571 kept=2874169 rejected=101127 last=keep reason=rewritten
+[llm clean] completed=509600 submitted=509671 kept=2874268 rejected=101128 last=reject reason=The text is primarily event metadata, registration details, and promotional boilerplate for a specific past event and a 
+[llm clean] completed=509700 submitted=509771 kept=2874366 rejected=101130 last=keep reason=rewritten
+[llm clean] completed=509800 submitted=509871 kept=2874464 rejected=101132 last=keep reason=rewritten
+[llm clean] completed=509900 submitted=509971 kept=2874563 rejected=101133 last=keep reason=rewritten
+[llm clean] completed=510000 submitted=510071 kept=2874662 rejected=101134 last=keep reason=rewritten
+[llm clean] completed=510100 submitted=510171 kept=2874761 rejected=101135 last=keep reason=rewritten
+[llm clean] completed=510200 submitted=510271 kept=2874860 rejected=101136 last=keep reason=rewritten
+[llm clean] completed=510300 submitted=510371 kept=2874957 rejected=101139 last=keep reason=rewritten
+[llm clean] completed=510400 submitted=510471 kept=2875057 rejected=101139 last=keep reason=rewritten
+[llm clean] completed=510500 submitted=510571 kept=2875155 rejected=101141 last=keep reason=rewritten
+[llm clean] completed=510600 submitted=510671 kept=2875254 rejected=101142 last=keep reason=rewritten
+[llm clean] completed=510700 submitted=510771 kept=2875351 rejected=101145 last=keep reason=rewritten
+[llm clean] completed=510800 submitted=510871 kept=2875449 rejected=101147 last=keep reason=rewritten
+[llm clean] completed=510900 submitted=510971 kept=2875544 rejected=101152 last=keep reason=rewritten
+[llm clean] completed=511000 submitted=511071 kept=2875641 rejected=101155 last=keep reason=rewritten
+[llm clean] completed=511100 submitted=511170 kept=2875740 rejected=101156 last=keep reason=rewritten
+[llm clean] completed=511200 submitted=511271 kept=2875839 rejected=101157 last=keep reason=rewritten
+[llm clean] completed=511300 submitted=511371 kept=2875936 rejected=101160 last=keep reason=rewritten
+[llm clean] completed=511400 submitted=511471 kept=2876036 rejected=101160 last=keep reason=rewritten
+[llm clean] completed=511500 submitted=511571 kept=2876133 rejected=101163 last=keep reason=rewritten
+[llm clean] completed=511600 submitted=511671 kept=2876232 rejected=101164 last=keep reason=rewritten
+[llm clean] completed=511700 submitted=511771 kept=2876321 rejected=101175 last=keep reason=rewritten
+[llm clean] completed=511800 submitted=511871 kept=2876418 rejected=101178 last=keep reason=rewritten
+[llm clean] completed=511900 submitted=511971 kept=2876518 rejected=101178 last=keep reason=rewritten
+[llm clean] completed=512000 submitted=512071 kept=2876617 rejected=101179 last=keep reason=rewritten
+[llm clean] completed=512100 submitted=512171 kept=2876711 rejected=101185 last=keep reason=rewritten
+[llm clean] completed=512200 submitted=512271 kept=2876807 rejected=101189 last=keep reason=rewritten
+[llm clean] completed=512300 submitted=512371 kept=2876897 rejected=101199 last=keep reason=rewritten
+[llm clean] completed=512400 submitted=512471 kept=2876994 rejected=101202 last=keep reason=rewritten
+[llm clean] completed=512500 submitted=512571 kept=2877093 rejected=101203 last=keep reason=rewritten
+[llm clean] completed=512600 submitted=512671 kept=2877182 rejected=101214 last=keep reason=rewritten
+[llm clean] completed=512700 submitted=512771 kept=2877282 rejected=101214 last=keep reason=rewritten
+[llm clean] completed=512800 submitted=512871 kept=2877379 rejected=101217 last=keep reason=rewritten
+[llm clean] completed=512900 submitted=512971 kept=2877478 rejected=101218 last=keep reason=rewritten
+[llm clean] completed=513000 submitted=513071 kept=2877576 rejected=101220 last=keep reason=rewritten
+[llm clean] completed=513100 submitted=513171 kept=2877675 rejected=101221 last=keep reason=rewritten
+[llm clean] completed=513200 submitted=513271 kept=2877774 rejected=101222 last=keep reason=rewritten
+[llm clean] completed=513300 submitted=513371 kept=2877872 rejected=101224 last=keep reason=rewritten
+[llm clean] completed=513400 submitted=513471 kept=2877966 rejected=101230 last=keep reason=rewritten
+[llm clean] completed=513500 submitted=513571 kept=2878066 rejected=101230 last=keep reason=rewritten
+[llm clean] completed=513600 submitted=513671 kept=2878165 rejected=101231 last=keep reason=rewritten
+[llm clean] completed=513700 submitted=513771 kept=2878263 rejected=101233 last=keep reason=rewritten
+[llm clean] completed=513800 submitted=513871 kept=2878362 rejected=101234 last=keep reason=rewritten
+[llm clean] completed=513900 submitted=513971 kept=2878461 rejected=101235 last=keep reason=rewritten
+[llm clean] completed=514000 submitted=514071 kept=2878555 rejected=101241 last=keep reason=rewritten
+[llm clean] completed=514100 submitted=514171 kept=2878654 rejected=101242 last=keep reason=rewritten
+[llm clean] completed=514200 submitted=514271 kept=2878752 rejected=101244 last=keep reason=rewritten
+[llm clean] completed=514300 submitted=514371 kept=2878849 rejected=101247 last=reject reason=The text is a chronological list of short, disconnected wrestling news snippets and roster rosters from 2009. It lacks a
+[llm clean] completed=514400 submitted=514471 kept=2878947 rejected=101249 last=keep reason=rewritten
+[llm clean] completed=514500 submitted=514571 kept=2879045 rejected=101251 last=keep reason=rewritten
+[llm clean] completed=514600 submitted=514671 kept=2879140 rejected=101256 last=keep reason=rewritten
+[llm clean] completed=514700 submitted=514771 kept=2879237 rejected=101259 last=keep reason=rewritten
+[llm clean] completed=514800 submitted=514871 kept=2879334 rejected=101262 last=keep reason=rewritten
+[llm clean] completed=514900 submitted=514971 kept=2879428 rejected=101268 last=keep reason=rewritten
+[llm clean] completed=515000 submitted=515071 kept=2879527 rejected=101269 last=keep reason=rewritten
+[llm clean] completed=515100 submitted=515171 kept=2879624 rejected=101272 last=keep reason=rewritten
+[llm clean] completed=515200 submitted=515271 kept=2879724 rejected=101272 last=keep reason=rewritten
+[llm clean] completed=515300 submitted=515371 kept=2879817 rejected=101279 last=keep reason=rewritten
+[llm clean] completed=515400 submitted=515471 kept=2879912 rejected=101284 last=keep reason=rewritten
+[llm clean] completed=515500 submitted=515571 kept=2880012 rejected=101284 last=keep reason=rewritten
+[llm clean] completed=515600 submitted=515671 kept=2880112 rejected=101284 last=keep reason=rewritten
+[llm clean] completed=515700 submitted=515771 kept=2880209 rejected=101287 last=keep reason=rewritten
+[llm clean] completed=515800 submitted=515871 kept=2880303 rejected=101293 last=keep reason=rewritten
+[llm clean] completed=515900 submitted=515971 kept=2880400 rejected=101296 last=keep reason=rewritten
+[llm clean] completed=516000 submitted=516071 kept=2880488 rejected=101308 last=keep reason=rewritten
+[llm clean] completed=516100 submitted=516171 kept=2880586 rejected=101310 last=keep reason=rewritten
+[llm clean] completed=516200 submitted=516271 kept=2880681 rejected=101315 last=keep reason=rewritten
+[llm clean] completed=516300 submitted=516371 kept=2880781 rejected=101315 last=keep reason=rewritten
+[llm clean] completed=516400 submitted=516471 kept=2880881 rejected=101315 last=keep reason=rewritten
+[llm clean] completed=516500 submitted=516571 kept=2880981 rejected=101315 last=keep reason=rewritten
+[llm clean] completed=516600 submitted=516671 kept=2881078 rejected=101318 last=keep reason=rewritten
+[llm clean] completed=516700 submitted=516771 kept=2881173 rejected=101323 last=keep reason=rewritten
+[llm clean] completed=516800 submitted=516871 kept=2881271 rejected=101325 last=keep reason=rewritten
+[llm clean] completed=516900 submitted=516971 kept=2881369 rejected=101327 last=keep reason=rewritten
+[llm clean] completed=517000 submitted=517071 kept=2881465 rejected=101331 last=keep reason=rewritten
+[llm clean] completed=517100 submitted=517171 kept=2881564 rejected=101332 last=keep reason=rewritten
+[llm clean] completed=517200 submitted=517271 kept=2881662 rejected=101334 last=keep reason=rewritten
+[llm clean] completed=517300 submitted=517371 kept=2881760 rejected=101336 last=keep reason=rewritten
+[llm clean] completed=517400 submitted=517471 kept=2881860 rejected=101336 last=keep reason=rewritten
+[llm clean] completed=517500 submitted=517571 kept=2881958 rejected=101338 last=keep reason=rewritten
+[llm clean] completed=517600 submitted=517671 kept=2882056 rejected=101340 last=keep reason=rewritten
+[llm clean] completed=517700 submitted=517771 kept=2882142 rejected=101354 last=keep reason=rewritten
+[llm clean] completed=517800 submitted=517871 kept=2882229 rejected=101367 last=keep reason=rewritten
+[llm clean] completed=517900 submitted=517971 kept=2882327 rejected=101369 last=keep reason=rewritten
+[llm clean] completed=518000 submitted=518071 kept=2882425 rejected=101371 last=keep reason=rewritten
+[llm clean] completed=518100 submitted=518171 kept=2882525 rejected=101371 last=keep reason=rewritten
+[llm clean] completed=518200 submitted=518271 kept=2882623 rejected=101373 last=keep reason=rewritten
+[llm clean] completed=518300 submitted=518371 kept=2882721 rejected=101375 last=keep reason=rewritten
+[llm clean] completed=518400 submitted=518471 kept=2882818 rejected=101378 last=keep reason=rewritten
+[llm clean] completed=518500 submitted=518571 kept=2882907 rejected=101389 last=keep reason=rewritten
+[llm clean] completed=518600 submitted=518671 kept=2883004 rejected=101392 last=keep reason=rewritten
+[llm clean] completed=518700 submitted=518771 kept=2883096 rejected=101400 last=keep reason=rewritten
+[llm clean] completed=518800 submitted=518871 kept=2883195 rejected=101401 last=keep reason=rewritten
+[llm clean] completed=518900 submitted=518971 kept=2883286 rejected=101410 last=keep reason=rewritten
+[llm clean] completed=519000 submitted=519071 kept=2883384 rejected=101412 last=keep reason=rewritten
+[llm clean] completed=519100 submitted=519171 kept=2883473 rejected=101423 last=keep reason=rewritten
+[llm clean] completed=519200 submitted=519271 kept=2883566 rejected=101430 last=keep reason=rewritten
+[llm clean] completed=519300 submitted=519371 kept=2883663 rejected=101433 last=keep reason=rewritten
+[llm clean] completed=519400 submitted=519471 kept=2883760 rejected=101436 last=keep reason=rewritten
+[llm clean] completed=519500 submitted=519571 kept=2883859 rejected=101437 last=keep reason=rewritten
+[llm clean] completed=519600 submitted=519671 kept=2883958 rejected=101438 last=keep reason=rewritten
+[llm clean] completed=519700 submitted=519771 kept=2884055 rejected=101441 last=keep reason=rewritten
+[llm clean] completed=519800 submitted=519871 kept=2884152 rejected=101444 last=keep reason=rewritten
+[llm clean] completed=519900 submitted=519971 kept=2884251 rejected=101445 last=keep reason=rewritten
+[llm clean] completed=520000 submitted=520071 kept=2884339 rejected=101457 last=keep reason=rewritten
+[llm clean] completed=520100 submitted=520171 kept=2884439 rejected=101457 last=keep reason=rewritten
+[llm clean] completed=520200 submitted=520271 kept=2884535 rejected=101461 last=keep reason=rewritten
+[llm clean] completed=520300 submitted=520371 kept=2884633 rejected=101463 last=keep reason=rewritten
+[llm clean] completed=520400 submitted=520471 kept=2884728 rejected=101468 last=keep reason=rewritten
+[llm clean] completed=520500 submitted=520571 kept=2884820 rejected=101476 last=keep reason=rewritten
+[llm clean] completed=520600 submitted=520671 kept=2884919 rejected=101477 last=keep reason=rewritten
+[llm clean] completed=520700 submitted=520771 kept=2885015 rejected=101481 last=keep reason=rewritten
+[llm clean] completed=520800 submitted=520871 kept=2885114 rejected=101482 last=keep reason=rewritten
+[llm clean] completed=520900 submitted=520971 kept=2885212 rejected=101484 last=keep reason=rewritten
+[llm clean] completed=521000 submitted=521071 kept=2885309 rejected=101487 last=keep reason=rewritten
+[llm clean] completed=521100 submitted=521171 kept=2885409 rejected=101487 last=keep reason=rewritten
+[llm clean] completed=521200 submitted=521271 kept=2885508 rejected=101488 last=keep reason=rewritten
+[llm clean] completed=521300 submitted=521371 kept=2885601 rejected=101495 last=keep reason=rewritten
+[llm clean] completed=521400 submitted=521471 kept=2885698 rejected=101498 last=keep reason=rewritten
+[llm clean] completed=521500 submitted=521571 kept=2885797 rejected=101499 last=keep reason=rewritten
+[llm clean] completed=521600 submitted=521670 kept=2885895 rejected=101501 last=keep reason=rewritten
+[llm clean] completed=521700 submitted=521771 kept=2885988 rejected=101508 last=keep reason=rewritten
+[llm clean] completed=521800 submitted=521871 kept=2886085 rejected=101511 last=keep reason=rewritten
+[llm clean] completed=521900 submitted=521971 kept=2886185 rejected=101511 last=keep reason=rewritten
+[llm clean] completed=522000 submitted=522071 kept=2886284 rejected=101512 last=keep reason=rewritten
+[llm clean] completed=522100 submitted=522171 kept=2886381 rejected=101515 last=keep reason=rewritten
+[llm clean] completed=522200 submitted=522271 kept=2886481 rejected=101515 last=keep reason=rewritten
+[llm clean] completed=522300 submitted=522371 kept=2886579 rejected=101517 last=keep reason=rewritten
+[llm clean] completed=522400 submitted=522471 kept=2886676 rejected=101520 last=keep reason=rewritten
+[llm clean] completed=522500 submitted=522571 kept=2886772 rejected=101524 last=keep reason=rewritten
+[llm clean] completed=522600 submitted=522671 kept=2886870 rejected=101526 last=keep reason=rewritten
+[llm clean] completed=522700 submitted=522771 kept=2886970 rejected=101526 last=keep reason=rewritten
+[llm clean] completed=522800 submitted=522871 kept=2887068 rejected=101528 last=keep reason=rewritten
+[llm clean] completed=522900 submitted=522971 kept=2887167 rejected=101529 last=keep reason=rewritten
+[llm clean] completed=523000 submitted=523071 kept=2887267 rejected=101529 last=keep reason=rewritten
+[llm clean] completed=523100 submitted=523171 kept=2887367 rejected=101529 last=keep reason=rewritten
+[llm clean] completed=523200 submitted=523271 kept=2887464 rejected=101532 last=keep reason=rewritten
+[llm clean] completed=523300 submitted=523371 kept=2887562 rejected=101534 last=keep reason=rewritten
+[llm clean] completed=523400 submitted=523471 kept=2887657 rejected=101539 last=keep reason=rewritten
+[llm clean] completed=523500 submitted=523571 kept=2887749 rejected=101547 last=keep reason=rewritten
+[llm clean] completed=523600 submitted=523671 kept=2887844 rejected=101552 last=reject reason=The text is a list of forum categories, moderator names, timestamps, and post metadata. It lacks coherent prose structur
+[llm clean] completed=523700 submitted=523771 kept=2887940 rejected=101556 last=keep reason=rewritten
+[llm clean] completed=523800 submitted=523871 kept=2888037 rejected=101559 last=keep reason=rewritten
+[llm clean] completed=523900 submitted=523971 kept=2888137 rejected=101559 last=keep reason=rewritten
+[llm clean] completed=524000 submitted=524071 kept=2888234 rejected=101562 last=keep reason=rewritten
+[llm clean] completed=524100 submitted=524171 kept=2888331 rejected=101565 last=keep reason=rewritten
+[llm clean] completed=524200 submitted=524271 kept=2888421 rejected=101575 last=keep reason=rewritten
+[llm clean] completed=524300 submitted=524371 kept=2888517 rejected=101579 last=keep reason=rewritten
+[llm clean] completed=524400 submitted=524471 kept=2888616 rejected=101580 last=keep reason=rewritten
+[llm clean] completed=524500 submitted=524571 kept=2888716 rejected=101580 last=keep reason=rewritten
+[llm clean] completed=524600 submitted=524671 kept=2888815 rejected=101581 last=keep reason=rewritten
+[llm clean] completed=524700 submitted=524771 kept=2888909 rejected=101587 last=keep reason=rewritten
+[llm clean] completed=524800 submitted=524871 kept=2889007 rejected=101589 last=keep reason=rewritten
+[llm clean] completed=524900 submitted=524971 kept=2889103 rejected=101593 last=keep reason=rewritten
+[llm clean] completed=525000 submitted=525071 kept=2889201 rejected=101595 last=keep reason=rewritten
+[llm clean] completed=525100 submitted=525171 kept=2889300 rejected=101596 last=keep reason=rewritten
+[llm clean] completed=525200 submitted=525271 kept=2889397 rejected=101599 last=keep reason=rewritten
+[llm clean] completed=525300 submitted=525371 kept=2889489 rejected=101607 last=keep reason=rewritten
+[llm clean] completed=525400 submitted=525471 kept=2889588 rejected=101608 last=keep reason=rewritten
+[llm clean] completed=525500 submitted=525571 kept=2889688 rejected=101608 last=keep reason=rewritten
+[llm clean] completed=525600 submitted=525671 kept=2889780 rejected=101616 last=keep reason=rewritten
+[llm clean] completed=525700 submitted=525771 kept=2889877 rejected=101619 last=keep reason=rewritten
+[llm clean] completed=525800 submitted=525871 kept=2889977 rejected=101619 last=keep reason=rewritten
+[llm clean] completed=525900 submitted=525971 kept=2890070 rejected=101626 last=keep reason=rewritten
+[llm clean] completed=526000 submitted=526071 kept=2890167 rejected=101629 last=keep reason=rewritten
+[llm clean] completed=526100 submitted=526170 kept=2890265 rejected=101631 last=keep reason=rewritten
+[llm clean] completed=526200 submitted=526271 kept=2890364 rejected=101632 last=keep reason=rewritten
+[llm clean] completed=526300 submitted=526371 kept=2890458 rejected=101638 last=keep reason=rewritten
+[llm clean] completed=526400 submitted=526471 kept=2890554 rejected=101642 last=keep reason=rewritten
+[llm clean] completed=526500 submitted=526571 kept=2890647 rejected=101649 last=keep reason=rewritten
+[llm clean] completed=526600 submitted=526671 kept=2890744 rejected=101652 last=keep reason=rewritten
+[llm clean] completed=526700 submitted=526771 kept=2890842 rejected=101654 last=keep reason=rewritten
+[llm clean] completed=526800 submitted=526871 kept=2890942 rejected=101654 last=keep reason=rewritten
+[llm clean] completed=526900 submitted=526971 kept=2891041 rejected=101655 last=keep reason=rewritten
+[llm clean] completed=527000 submitted=527071 kept=2891139 rejected=101657 last=keep reason=rewritten
+[llm clean] completed=527100 submitted=527171 kept=2891238 rejected=101658 last=keep reason=rewritten
+[llm clean] completed=527200 submitted=527271 kept=2891335 rejected=101661 last=keep reason=rewritten
+[llm clean] completed=527300 submitted=527371 kept=2891429 rejected=101667 last=keep reason=rewritten
+[llm clean] completed=527400 submitted=527471 kept=2891527 rejected=101669 last=keep reason=rewritten
+[llm clean] completed=527500 submitted=527570 kept=2891627 rejected=101669 last=keep reason=rewritten
+[llm clean] completed=527600 submitted=527671 kept=2891726 rejected=101670 last=keep reason=rewritten
+[llm clean] completed=527700 submitted=527771 kept=2891819 rejected=101677 last=keep reason=rewritten
+[llm clean] completed=527800 submitted=527871 kept=2891918 rejected=101678 last=keep reason=rewritten
+[llm clean] completed=527900 submitted=527971 kept=2892017 rejected=101679 last=keep reason=rewritten
+[llm clean] completed=528000 submitted=528071 kept=2892108 rejected=101688 last=reject reason=The text is a bibliography or reference list of academic papers and reports, not a coherent article or prose passage.
+[llm clean] completed=528100 submitted=528171 kept=2892206 rejected=101690 last=keep reason=rewritten
+[llm clean] completed=528200 submitted=528271 kept=2892305 rejected=101691 last=keep reason=rewritten
+[llm clean] completed=528300 submitted=528371 kept=2892402 rejected=101694 last=keep reason=rewritten
+[llm clean] completed=528400 submitted=528471 kept=2892500 rejected=101696 last=keep reason=rewritten
+[llm clean] completed=528500 submitted=528571 kept=2892592 rejected=101704 last=keep reason=rewritten
+[llm clean] completed=528600 submitted=528671 kept=2892691 rejected=101705 last=keep reason=rewritten
+[llm clean] completed=528700 submitted=528771 kept=2892790 rejected=101706 last=keep reason=rewritten
+[llm clean] completed=528800 submitted=528871 kept=2892890 rejected=101706 last=keep reason=rewritten
+[llm clean] completed=528900 submitted=528971 kept=2892990 rejected=101706 last=keep reason=rewritten
+[llm clean] completed=529000 submitted=529071 kept=2893084 rejected=101712 last=keep reason=rewritten
+[llm clean] completed=529100 submitted=529171 kept=2893184 rejected=101712 last=keep reason=rewritten
+[llm clean] completed=529200 submitted=529271 kept=2893274 rejected=101722 last=keep reason=rewritten
+[llm clean] completed=529300 submitted=529371 kept=2893371 rejected=101725 last=reject reason=The text is a fragmented, incoherent collection of chat messages, jokes, and isolated comments without a coherent narrat
+[llm clean] completed=529400 submitted=529471 kept=2893458 rejected=101738 last=keep reason=rewritten
+[llm clean] completed=529500 submitted=529571 kept=2893555 rejected=101741 last=keep reason=rewritten
+[llm clean] completed=529600 submitted=529671 kept=2893654 rejected=101742 last=keep reason=rewritten
+[llm clean] completed=529700 submitted=529771 kept=2893752 rejected=101744 last=keep reason=rewritten
+[llm clean] completed=529800 submitted=529871 kept=2893850 rejected=101746 last=keep reason=rewritten
+[llm clean] completed=529900 submitted=529971 kept=2893948 rejected=101748 last=keep reason=rewritten
+[llm clean] completed=530000 submitted=530071 kept=2894047 rejected=101749 last=keep reason=rewritten
+[llm clean] completed=530100 submitted=530171 kept=2894144 rejected=101752 last=keep reason=rewritten
+[llm clean] completed=530200 submitted=530271 kept=2894240 rejected=101756 last=keep reason=rewritten
+[llm clean] completed=530300 submitted=530371 kept=2894339 rejected=101757 last=keep reason=rewritten
+[llm clean] completed=530400 submitted=530471 kept=2894430 rejected=101766 last=keep reason=rewritten
+[llm clean] completed=530500 submitted=530571 kept=2894527 rejected=101769 last=keep reason=rewritten
+[llm clean] completed=530600 submitted=530671 kept=2894623 rejected=101773 last=keep reason=rewritten
+[llm clean] completed=530700 submitted=530771 kept=2894721 rejected=101775 last=keep reason=rewritten
+[llm clean] completed=530800 submitted=530871 kept=2894821 rejected=101775 last=keep reason=rewritten
+[llm clean] completed=530900 submitted=530971 kept=2894908 rejected=101788 last=keep reason=rewritten
+[llm clean] completed=531000 submitted=531071 kept=2895006 rejected=101790 last=keep reason=rewritten
+[llm clean] completed=531100 submitted=531171 kept=2895106 rejected=101790 last=keep reason=rewritten
+[llm clean] completed=531200 submitted=531271 kept=2895205 rejected=101791 last=keep reason=rewritten
+[llm clean] completed=531300 submitted=531371 kept=2895305 rejected=101791 last=keep reason=rewritten
+[llm clean] completed=531400 submitted=531471 kept=2895401 rejected=101795 last=keep reason=rewritten
+[llm clean] completed=531500 submitted=531571 kept=2895497 rejected=101799 last=keep reason=rewritten
+[llm clean] completed=531600 submitted=531671 kept=2895593 rejected=101803 last=keep reason=rewritten
+[llm clean] completed=531700 submitted=531771 kept=2895692 rejected=101804 last=keep reason=rewritten
+[llm clean] completed=531800 submitted=531871 kept=2895790 rejected=101806 last=keep reason=rewritten
+[llm clean] completed=531900 submitted=531971 kept=2895883 rejected=101813 last=keep reason=rewritten
+[llm clean] completed=532000 submitted=532071 kept=2895977 rejected=101819 last=keep reason=rewritten
+[llm clean] completed=532100 submitted=532171 kept=2896073 rejected=101823 last=keep reason=rewritten
+[llm clean] completed=532200 submitted=532271 kept=2896173 rejected=101823 last=keep reason=rewritten
+[llm clean] completed=532300 submitted=532371 kept=2896271 rejected=101825 last=keep reason=rewritten
+[llm clean] completed=532400 submitted=532471 kept=2896368 rejected=101828 last=keep reason=rewritten
+[llm clean] completed=532500 submitted=532571 kept=2896464 rejected=101832 last=keep reason=rewritten
+[llm clean] completed=532600 submitted=532671 kept=2896563 rejected=101833 last=keep reason=rewritten
+[llm clean] completed=532700 submitted=532771 kept=2896646 rejected=101850 last=keep reason=rewritten
+[llm clean] completed=532800 submitted=532871 kept=2896744 rejected=101852 last=keep reason=rewritten
+[llm clean] completed=532900 submitted=532971 kept=2896842 rejected=101854 last=keep reason=rewritten
+[llm clean] completed=533000 submitted=533071 kept=2896940 rejected=101856 last=keep reason=rewritten
+[llm clean] completed=533100 submitted=533171 kept=2897038 rejected=101858 last=keep reason=rewritten
+[llm clean] completed=533200 submitted=533271 kept=2897136 rejected=101860 last=keep reason=rewritten
+[llm clean] completed=533300 submitted=533371 kept=2897233 rejected=101863 last=keep reason=rewritten
+[llm clean] completed=533400 submitted=533471 kept=2897332 rejected=101864 last=keep reason=rewritten
+[llm clean] completed=533500 submitted=533571 kept=2897428 rejected=101868 last=keep reason=rewritten
+[llm clean] completed=533600 submitted=533671 kept=2897526 rejected=101870 last=keep reason=rewritten
+[llm clean] completed=533700 submitted=533771 kept=2897625 rejected=101871 last=keep reason=rewritten
+[llm clean] completed=533800 submitted=533871 kept=2897723 rejected=101873 last=keep reason=rewritten
+[llm clean] completed=533900 submitted=533971 kept=2897822 rejected=101874 last=keep reason=rewritten
+[llm clean] completed=534000 submitted=534071 kept=2897918 rejected=101878 last=keep reason=rewritten
+[llm clean] completed=534100 submitted=534171 kept=2898018 rejected=101878 last=keep reason=rewritten
+[llm clean] completed=534200 submitted=534271 kept=2898117 rejected=101879 last=keep reason=rewritten
+[llm clean] completed=534300 submitted=534371 kept=2898214 rejected=101882 last=keep reason=rewritten
+[llm clean] completed=534400 submitted=534471 kept=2898314 rejected=101882 last=keep reason=rewritten
+[llm clean] completed=534500 submitted=534571 kept=2898410 rejected=101886 last=keep reason=rewritten
+[llm clean] completed=534600 submitted=534671 kept=2898496 rejected=101900 last=keep reason=rewritten
+[llm clean] completed=534700 submitted=534771 kept=2898595 rejected=101901 last=keep reason=rewritten
+[llm clean] completed=534800 submitted=534871 kept=2898690 rejected=101906 last=keep reason=rewritten
+[llm clean] completed=534900 submitted=534971 kept=2898789 rejected=101907 last=keep reason=rewritten
+[llm clean] completed=535000 submitted=535071 kept=2898884 rejected=101912 last=keep reason=rewritten
+[llm clean] completed=535100 submitted=535171 kept=2898982 rejected=101914 last=keep reason=rewritten
+[llm clean] completed=535200 submitted=535271 kept=2899079 rejected=101917 last=keep reason=rewritten
+[llm clean] completed=535300 submitted=535371 kept=2899175 rejected=101921 last=keep reason=rewritten
+[llm clean] completed=535400 submitted=535471 kept=2899273 rejected=101923 last=keep reason=rewritten
+[llm clean] completed=535500 submitted=535571 kept=2899366 rejected=101930 last=keep reason=rewritten
+[llm clean] completed=535600 submitted=535671 kept=2899459 rejected=101937 last=keep reason=rewritten
+[llm clean] completed=535700 submitted=535771 kept=2899557 rejected=101939 last=keep reason=rewritten
+[llm clean] completed=535800 submitted=535871 kept=2899654 rejected=101942 last=keep reason=rewritten
+[llm clean] completed=535900 submitted=535971 kept=2899752 rejected=101944 last=keep reason=rewritten
+[llm clean] completed=536000 submitted=536071 kept=2899848 rejected=101948 last=keep reason=rewritten
+[llm clean] completed=536100 submitted=536171 kept=2899936 rejected=101960 last=keep reason=rewritten
+[llm clean] completed=536200 submitted=536271 kept=2900030 rejected=101966 last=keep reason=rewritten
+[llm clean] completed=536300 submitted=536371 kept=2900129 rejected=101967 last=keep reason=rewritten
+[llm clean] completed=536400 submitted=536471 kept=2900226 rejected=101970 last=keep reason=rewritten
+[llm clean] completed=536500 submitted=536571 kept=2900319 rejected=101977 last=keep reason=rewritten
+[llm clean] completed=536600 submitted=536671 kept=2900418 rejected=101978 last=keep reason=rewritten
+[llm clean] completed=536700 submitted=536771 kept=2900518 rejected=101978 last=keep reason=rewritten
+[llm clean] completed=536800 submitted=536871 kept=2900616 rejected=101980 last=keep reason=rewritten
+[llm clean] completed=536900 submitted=536971 kept=2900705 rejected=101991 last=reject reason=The text is heavily stylized with slang, profanity, and non-standard spelling (e.g., 'fo', 'aint', 'biatch', 'Gangsta', 
+[llm clean] completed=537000 submitted=537071 kept=2900787 rejected=102009 last=keep reason=rewritten
+[llm clean] completed=537100 submitted=537171 kept=2900883 rejected=102013 last=keep reason=rewritten
+[llm clean] completed=537200 submitted=537271 kept=2900983 rejected=102013 last=keep reason=rewritten
+[llm clean] completed=537300 submitted=537371 kept=2901077 rejected=102019 last=keep reason=rewritten
+[llm clean] completed=537400 submitted=537471 kept=2901177 rejected=102019 last=keep reason=rewritten
+[llm clean] completed=537500 submitted=537571 kept=2901275 rejected=102021 last=keep reason=rewritten
+[llm clean] completed=537600 submitted=537671 kept=2901375 rejected=102021 last=keep reason=rewritten
+[llm clean] completed=537700 submitted=537771 kept=2901474 rejected=102022 last=keep reason=rewritten
+[llm clean] completed=537800 submitted=537871 kept=2901573 rejected=102023 last=keep reason=rewritten
+[llm clean] completed=537900 submitted=537971 kept=2901671 rejected=102025 last=keep reason=rewritten
+[llm clean] completed=538000 submitted=538071 kept=2901769 rejected=102027 last=keep reason=rewritten
+[llm clean] completed=538100 submitted=538171 kept=2901868 rejected=102028 last=keep reason=rewritten
+[llm clean] completed=538200 submitted=538271 kept=2901965 rejected=102031 last=keep reason=rewritten
+[llm clean] completed=538300 submitted=538371 kept=2902058 rejected=102038 last=keep reason=rewritten
+[llm clean] completed=538400 submitted=538471 kept=2902155 rejected=102041 last=keep reason=rewritten
+[llm clean] completed=538500 submitted=538571 kept=2902254 rejected=102042 last=keep reason=rewritten
+[llm clean] completed=538600 submitted=538671 kept=2902351 rejected=102045 last=keep reason=rewritten
+[llm clean] completed=538700 submitted=538771 kept=2902450 rejected=102046 last=keep reason=rewritten
+[llm clean] completed=538800 submitted=538871 kept=2902544 rejected=102052 last=keep reason=rewritten
+[llm clean] completed=538900 submitted=538971 kept=2902642 rejected=102054 last=keep reason=rewritten
+[llm clean] completed=539000 submitted=539071 kept=2902742 rejected=102054 last=keep reason=rewritten
+[llm clean] completed=539100 submitted=539170 kept=2902835 rejected=102061 last=keep reason=rewritten
+[llm clean] completed=539200 submitted=539271 kept=2902933 rejected=102063 last=keep reason=rewritten
+[llm clean] completed=539300 submitted=539371 kept=2903032 rejected=102064 last=keep reason=rewritten
+[llm clean] completed=539400 submitted=539471 kept=2903131 rejected=102065 last=keep reason=rewritten
+[llm clean] completed=539500 submitted=539571 kept=2903229 rejected=102067 last=keep reason=rewritten
+[llm clean] completed=539600 submitted=539671 kept=2903327 rejected=102069 last=keep reason=rewritten
+[llm clean] completed=539700 submitted=539771 kept=2903424 rejected=102072 last=keep reason=rewritten
+[llm clean] completed=539800 submitted=539871 kept=2903523 rejected=102073 last=keep reason=rewritten
+[llm clean] completed=539900 submitted=539971 kept=2903622 rejected=102074 last=keep reason=rewritten
+[llm clean] completed=540000 submitted=540071 kept=2903714 rejected=102082 last=keep reason=rewritten
+[llm clean] completed=540100 submitted=540171 kept=2903806 rejected=102090 last=keep reason=rewritten
+[llm clean] completed=540200 submitted=540271 kept=2903902 rejected=102094 last=keep reason=rewritten
+[llm clean] completed=540300 submitted=540371 kept=2904001 rejected=102095 last=keep reason=rewritten
+[llm clean] completed=540400 submitted=540471 kept=2904100 rejected=102096 last=keep reason=rewritten
+[llm clean] completed=540500 submitted=540571 kept=2904198 rejected=102098 last=keep reason=rewritten
+[llm clean] completed=540600 submitted=540671 kept=2904298 rejected=102098 last=keep reason=rewritten
+[llm clean] completed=540700 submitted=540771 kept=2904396 rejected=102100 last=keep reason=rewritten
+[llm clean] completed=540800 submitted=540871 kept=2904492 rejected=102104 last=keep reason=rewritten
+[llm clean] completed=540900 submitted=540971 kept=2904592 rejected=102104 last=keep reason=rewritten
+[llm clean] completed=541000 submitted=541071 kept=2904691 rejected=102105 last=keep reason=rewritten
+[llm clean] completed=541100 submitted=541171 kept=2904787 rejected=102109 last=keep reason=rewritten
+[llm clean] completed=541200 submitted=541271 kept=2904883 rejected=102113 last=keep reason=rewritten
+[llm clean] completed=541300 submitted=541371 kept=2904978 rejected=102118 last=keep reason=rewritten
+[llm clean] completed=541400 submitted=541471 kept=2905076 rejected=102120 last=keep reason=rewritten
+[llm clean] completed=541500 submitted=541571 kept=2905171 rejected=102125 last=keep reason=rewritten
+[llm clean] completed=541600 submitted=541671 kept=2905269 rejected=102127 last=keep reason=rewritten
+[llm clean] completed=541700 submitted=541771 kept=2905369 rejected=102127 last=keep reason=rewritten
+[llm clean] completed=541800 submitted=541871 kept=2905467 rejected=102129 last=keep reason=rewritten
+[llm clean] completed=541900 submitted=541971 kept=2905566 rejected=102130 last=keep reason=rewritten
+[llm clean] completed=542000 submitted=542071 kept=2905664 rejected=102132 last=keep reason=rewritten
+[llm clean] completed=542100 submitted=542171 kept=2905762 rejected=102134 last=keep reason=rewritten
+[llm clean] completed=542200 submitted=542271 kept=2905861 rejected=102135 last=keep reason=rewritten
+[llm clean] completed=542300 submitted=542371 kept=2905960 rejected=102136 last=keep reason=rewritten
+[llm clean] completed=542400 submitted=542471 kept=2906059 rejected=102137 last=keep reason=rewritten
+[llm clean] completed=542500 submitted=542571 kept=2906155 rejected=102141 last=keep reason=rewritten
+[llm clean] completed=542600 submitted=542671 kept=2906255 rejected=102141 last=keep reason=rewritten
+[llm clean] completed=542700 submitted=542771 kept=2906354 rejected=102142 last=keep reason=rewritten
+[llm clean] completed=542800 submitted=542871 kept=2906449 rejected=102147 last=keep reason=rewritten
+[llm clean] completed=542900 submitted=542971 kept=2906546 rejected=102150 last=keep reason=rewritten
+[llm clean] completed=543000 submitted=543071 kept=2906645 rejected=102151 last=keep reason=rewritten
+[llm clean] completed=543100 submitted=543171 kept=2906742 rejected=102154 last=keep reason=rewritten
+[llm clean] completed=543200 submitted=543271 kept=2906842 rejected=102154 last=keep reason=rewritten
+[llm clean] completed=543300 submitted=543371 kept=2906940 rejected=102156 last=keep reason=rewritten
+[llm clean] completed=543400 submitted=543471 kept=2907033 rejected=102163 last=keep reason=rewritten
+[llm clean] completed=543500 submitted=543571 kept=2907133 rejected=102163 last=keep reason=rewritten
+[llm clean] completed=543600 submitted=543671 kept=2907232 rejected=102164 last=keep reason=rewritten
+[llm clean] completed=543700 submitted=543771 kept=2907332 rejected=102164 last=keep reason=rewritten
+[llm clean] completed=543800 submitted=543871 kept=2907427 rejected=102169 last=keep reason=rewritten
+[llm clean] completed=543900 submitted=543971 kept=2907526 rejected=102170 last=keep reason=rewritten
+[llm clean] completed=544000 submitted=544071 kept=2907624 rejected=102172 last=keep reason=rewritten
+[llm clean] completed=544100 submitted=544171 kept=2907722 rejected=102174 last=keep reason=rewritten
+[llm clean] completed=544200 submitted=544271 kept=2907813 rejected=102183 last=keep reason=rewritten
+[llm clean] completed=544300 submitted=544371 kept=2907908 rejected=102188 last=keep reason=rewritten
+[llm clean] completed=544400 submitted=544471 kept=2908003 rejected=102193 last=keep reason=rewritten
+[llm clean] completed=544500 submitted=544571 kept=2908099 rejected=102197 last=keep reason=rewritten
+[llm clean] completed=544600 submitted=544671 kept=2908190 rejected=102206 last=keep reason=rewritten
+[llm clean] completed=544700 submitted=544771 kept=2908287 rejected=102209 last=keep reason=rewritten
+[llm clean] completed=544800 submitted=544871 kept=2908386 rejected=102210 last=keep reason=rewritten
+[llm clean] completed=544900 submitted=544971 kept=2908483 rejected=102213 last=keep reason=rewritten
+[llm clean] completed=545000 submitted=545071 kept=2908577 rejected=102219 last=keep reason=rewritten
+[llm clean] completed=545100 submitted=545171 kept=2908675 rejected=102221 last=keep reason=rewritten
+[llm clean] completed=545200 submitted=545271 kept=2908770 rejected=102226 last=keep reason=rewritten
+[llm clean] completed=545300 submitted=545371 kept=2908869 rejected=102227 last=keep reason=rewritten
+[llm clean] completed=545400 submitted=545471 kept=2908967 rejected=102229 last=keep reason=rewritten
+[llm clean] completed=545500 submitted=545571 kept=2909062 rejected=102234 last=keep reason=rewritten
+[llm clean] completed=545600 submitted=545671 kept=2909160 rejected=102236 last=keep reason=rewritten
+[llm clean] completed=545700 submitted=545771 kept=2909256 rejected=102240 last=keep reason=rewritten
+[llm clean] completed=545800 submitted=545871 kept=2909352 rejected=102244 last=keep reason=rewritten
+[llm clean] completed=545900 submitted=545971 kept=2909450 rejected=102246 last=keep reason=rewritten
+[llm clean] completed=546000 submitted=546071 kept=2909548 rejected=102248 last=keep reason=rewritten
+[llm clean] completed=546100 submitted=546171 kept=2909644 rejected=102252 last=keep reason=rewritten
+[llm clean] completed=546200 submitted=546271 kept=2909743 rejected=102253 last=keep reason=rewritten
+[llm clean] completed=546300 submitted=546371 kept=2909843 rejected=102253 last=keep reason=rewritten
+[llm clean] completed=546400 submitted=546471 kept=2909942 rejected=102254 last=keep reason=rewritten
+[llm clean] completed=546500 submitted=546571 kept=2910038 rejected=102258 last=keep reason=rewritten
+[llm clean] completed=546600 submitted=546671 kept=2910137 rejected=102259 last=keep reason=rewritten
+[llm clean] completed=546700 submitted=546771 kept=2910235 rejected=102261 last=keep reason=rewritten
+[llm clean] completed=546800 submitted=546871 kept=2910331 rejected=102265 last=keep reason=rewritten
+[llm clean] completed=546900 submitted=546971 kept=2910431 rejected=102265 last=keep reason=rewritten
+[llm clean] completed=547000 submitted=547071 kept=2910528 rejected=102268 last=keep reason=rewritten
+[llm clean] completed=547100 submitted=547171 kept=2910625 rejected=102271 last=keep reason=rewritten
+[llm clean] completed=547200 submitted=547271 kept=2910721 rejected=102275 last=keep reason=rewritten
+[llm clean] completed=547300 submitted=547371 kept=2910814 rejected=102282 last=keep reason=rewritten
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+[llm clean] completed=550800 submitted=550871 kept=2914153 rejected=102443 last=reject reason=The text is a collection of metadata, item definitions, and boilerplate from a video game trading website (Team Fortress
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+[llm clean] completed=553000 submitted=553071 kept=2916302 rejected=102494 last=reject reason=The text is a fragmented list of product colors, specifications, and marketing bullet points for billiard cloth, lacking
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+[llm clean] completed=553500 submitted=553571 kept=2916784 rejected=102512 last=reject reason=The text is primarily a flyer or newsletter fragment containing file names, navigation instructions, and a list of actio
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+[llm clean] completed=560000 submitted=560071 kept=2923047 rejected=102749 last=reject reason=The text is a list of image captions and metadata from a photo archive, lacking coherent article-style prose structure.
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+[llm clean] completed=571100 submitted=571171 kept=2933793 rejected=103103 last=keep reason=rewritten
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+[llm clean] completed=571300 submitted=571371 kept=2933987 rejected=103109 last=keep reason=rewritten
+[llm clean] completed=571400 submitted=571471 kept=2934082 rejected=103114 last=keep reason=rewritten
+[llm clean] completed=571500 submitted=571571 kept=2934173 rejected=103123 last=keep reason=rewritten
+[llm clean] completed=571600 submitted=571670 kept=2934271 rejected=103125 last=keep reason=rewritten
+[llm clean] completed=571700 submitted=571771 kept=2934358 rejected=103138 last=keep reason=rewritten
+[llm clean] completed=571800 submitted=571871 kept=2934447 rejected=103149 last=keep reason=rewritten
+[llm clean] completed=571900 submitted=571971 kept=2934543 rejected=103153 last=keep reason=rewritten
+[llm clean] completed=572000 submitted=572071 kept=2934636 rejected=103160 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=572100 submitted=572171 kept=2934733 rejected=103163 last=keep reason=rewritten
+[llm clean] completed=572200 submitted=572271 kept=2934832 rejected=103164 last=keep reason=rewritten
+[llm clean] completed=572300 submitted=572371 kept=2934932 rejected=103164 last=keep reason=rewritten
+[llm clean] completed=572400 submitted=572471 kept=2935032 rejected=103164 last=keep reason=rewritten
+[llm clean] completed=572500 submitted=572571 kept=2935129 rejected=103167 last=keep reason=rewritten
+[llm clean] completed=572600 submitted=572671 kept=2935229 rejected=103167 last=keep reason=rewritten
+[llm clean] completed=572700 submitted=572771 kept=2935328 rejected=103168 last=keep reason=rewritten
+[llm clean] completed=572800 submitted=572871 kept=2935425 rejected=103171 last=keep reason=rewritten
+[llm clean] completed=572900 submitted=572971 kept=2935525 rejected=103171 last=keep reason=rewritten
+[llm clean] completed=573000 submitted=573071 kept=2935622 rejected=103174 last=keep reason=rewritten
+[llm clean] completed=573100 submitted=573171 kept=2935703 rejected=103193 last=keep reason=rewritten
+[llm clean] completed=573200 submitted=573271 kept=2935801 rejected=103195 last=keep reason=rewritten
+[llm clean] completed=573300 submitted=573371 kept=2935901 rejected=103195 last=keep reason=rewritten
+[llm clean] completed=573400 submitted=573471 kept=2935996 rejected=103200 last=keep reason=rewritten
+[llm clean] completed=573500 submitted=573571 kept=2936093 rejected=103203 last=keep reason=rewritten
+[llm clean] completed=573600 submitted=573671 kept=2936190 rejected=103206 last=keep reason=rewritten
+[llm clean] completed=573700 submitted=573771 kept=2936290 rejected=103206 last=keep reason=rewritten
+[llm clean] completed=573800 submitted=573871 kept=2936389 rejected=103207 last=keep reason=rewritten
+[llm clean] completed=573900 submitted=573971 kept=2936486 rejected=103210 last=keep reason=rewritten
+[llm clean] completed=574000 submitted=574071 kept=2936584 rejected=103212 last=keep reason=rewritten
+[llm clean] completed=574100 submitted=574171 kept=2936684 rejected=103212 last=keep reason=rewritten
+[llm clean] completed=574200 submitted=574271 kept=2936749 rejected=103247 last=reject reason=The text is a collection of disjointed blog comments and metadata, lacking coherent article-style prose structure.
+[llm clean] completed=574300 submitted=574371 kept=2936847 rejected=103249 last=keep reason=rewritten
+[llm clean] completed=574400 submitted=574471 kept=2936947 rejected=103249 last=keep reason=rewritten
+[llm clean] completed=574500 submitted=574571 kept=2937047 rejected=103249 last=keep reason=rewritten
+[llm clean] completed=574600 submitted=574671 kept=2937144 rejected=103252 last=keep reason=rewritten
+[llm clean] completed=574700 submitted=574771 kept=2937244 rejected=103252 last=keep reason=rewritten
+[llm clean] completed=574800 submitted=574871 kept=2937337 rejected=103259 last=keep reason=rewritten
+[llm clean] completed=574900 submitted=574971 kept=2937437 rejected=103259 last=keep reason=rewritten
+[llm clean] completed=575000 submitted=575071 kept=2937536 rejected=103260 last=keep reason=rewritten
+[llm clean] completed=575100 submitted=575171 kept=2937634 rejected=103262 last=keep reason=rewritten
+[llm clean] completed=575200 submitted=575271 kept=2937732 rejected=103264 last=keep reason=rewritten
+[llm clean] completed=575300 submitted=575371 kept=2937832 rejected=103264 last=keep reason=rewritten
+[llm clean] completed=575400 submitted=575471 kept=2937929 rejected=103267 last=keep reason=rewritten
+[llm clean] completed=575500 submitted=575571 kept=2938026 rejected=103270 last=keep reason=rewritten
+[llm clean] completed=575600 submitted=575671 kept=2938124 rejected=103272 last=keep reason=rewritten
+[llm clean] completed=575700 submitted=575771 kept=2938214 rejected=103282 last=keep reason=rewritten
+[llm clean] completed=575800 submitted=575871 kept=2938314 rejected=103282 last=keep reason=rewritten
+[llm clean] completed=575900 submitted=575971 kept=2938411 rejected=103285 last=keep reason=rewritten
+[llm clean] completed=576000 submitted=576071 kept=2938507 rejected=103289 last=keep reason=rewritten
+[llm clean] completed=576100 submitted=576171 kept=2938606 rejected=103290 last=keep reason=rewritten
+[llm clean] completed=576200 submitted=576271 kept=2938705 rejected=103291 last=keep reason=rewritten
+[llm clean] completed=576300 submitted=576371 kept=2938803 rejected=103293 last=keep reason=rewritten
+[llm clean] completed=576400 submitted=576471 kept=2938901 rejected=103295 last=keep reason=rewritten
+[llm clean] completed=576500 submitted=576571 kept=2939000 rejected=103296 last=keep reason=rewritten
+[llm clean] completed=576600 submitted=576671 kept=2939099 rejected=103297 last=keep reason=rewritten
+[llm clean] completed=576700 submitted=576771 kept=2939192 rejected=103304 last=reject reason=The text is a collection of disjointed blog post titles, metadata, and truncated snippets from a game forum (Ultima Onli
+[llm clean] completed=576800 submitted=576871 kept=2939290 rejected=103306 last=keep reason=rewritten
+[llm clean] completed=576900 submitted=576971 kept=2939387 rejected=103309 last=keep reason=rewritten
+[llm clean] completed=577000 submitted=577071 kept=2939487 rejected=103309 last=keep reason=rewritten
+[llm clean] completed=577100 submitted=577171 kept=2939585 rejected=103311 last=keep reason=rewritten
+[llm clean] completed=577200 submitted=577271 kept=2939682 rejected=103314 last=keep reason=rewritten
+[llm clean] completed=577300 submitted=577371 kept=2939774 rejected=103322 last=keep reason=rewritten
+[llm clean] completed=577400 submitted=577471 kept=2939872 rejected=103324 last=keep reason=rewritten
+[llm clean] completed=577500 submitted=577571 kept=2939971 rejected=103325 last=keep reason=rewritten
+[llm clean] completed=577600 submitted=577671 kept=2940068 rejected=103328 last=keep reason=rewritten
+[llm clean] completed=577700 submitted=577771 kept=2940160 rejected=103336 last=keep reason=rewritten
+[llm clean] completed=577800 submitted=577871 kept=2940260 rejected=103336 last=keep reason=rewritten
+[llm clean] completed=577900 submitted=577971 kept=2940359 rejected=103337 last=keep reason=rewritten
+[llm clean] completed=578000 submitted=578071 kept=2940459 rejected=103337 last=keep reason=rewritten
+[llm clean] completed=578100 submitted=578171 kept=2940544 rejected=103352 last=keep reason=rewritten
+[llm clean] completed=578200 submitted=578271 kept=2940644 rejected=103352 last=keep reason=rewritten
+[llm clean] completed=578300 submitted=578371 kept=2940743 rejected=103353 last=keep reason=rewritten
+[llm clean] completed=578400 submitted=578471 kept=2940843 rejected=103353 last=keep reason=rewritten
+[llm clean] completed=578500 submitted=578571 kept=2940931 rejected=103365 last=keep reason=rewritten
+[llm clean] completed=578600 submitted=578671 kept=2941030 rejected=103366 last=keep reason=rewritten
+[llm clean] completed=578700 submitted=578771 kept=2941128 rejected=103368 last=keep reason=rewritten
+[llm clean] completed=578800 submitted=578871 kept=2941228 rejected=103368 last=keep reason=rewritten
+[llm clean] completed=578900 submitted=578971 kept=2941327 rejected=103369 last=keep reason=rewritten
+[llm clean] completed=579000 submitted=579071 kept=2941427 rejected=103369 last=keep reason=rewritten
+[llm clean] completed=579100 submitted=579171 kept=2941526 rejected=103370 last=keep reason=rewritten
+[llm clean] completed=579200 submitted=579271 kept=2941624 rejected=103372 last=keep reason=rewritten
+[llm clean] completed=579300 submitted=579371 kept=2941722 rejected=103374 last=keep reason=rewritten
+[llm clean] completed=579400 submitted=579471 kept=2941817 rejected=103379 last=keep reason=rewritten
+[llm clean] completed=579500 submitted=579571 kept=2941916 rejected=103380 last=keep reason=rewritten
+[llm clean] completed=579600 submitted=579671 kept=2942015 rejected=103381 last=keep reason=rewritten
+[llm clean] completed=579700 submitted=579771 kept=2942111 rejected=103385 last=keep reason=rewritten
+[llm clean] completed=579800 submitted=579871 kept=2942209 rejected=103387 last=keep reason=rewritten
+[llm clean] completed=579900 submitted=579971 kept=2942307 rejected=103389 last=keep reason=rewritten
+[llm clean] completed=580000 submitted=580071 kept=2942404 rejected=103392 last=keep reason=rewritten
+[llm clean] completed=580100 submitted=580171 kept=2942501 rejected=103395 last=keep reason=rewritten
+[llm clean] completed=580200 submitted=580271 kept=2942600 rejected=103396 last=keep reason=rewritten
+[llm clean] completed=580300 submitted=580371 kept=2942699 rejected=103397 last=keep reason=rewritten
+[llm clean] completed=580400 submitted=580471 kept=2942792 rejected=103404 last=keep reason=rewritten
+[llm clean] completed=580500 submitted=580571 kept=2942890 rejected=103406 last=keep reason=rewritten
+[llm clean] completed=580600 submitted=580671 kept=2942987 rejected=103409 last=reject reason=The text is primarily a product listing, pricing information, and a roster of collectible items with rarity ratios. It l
+[llm clean] completed=580700 submitted=580771 kept=2943084 rejected=103412 last=keep reason=rewritten
+[llm clean] completed=580800 submitted=580871 kept=2943183 rejected=103413 last=keep reason=rewritten
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+[llm clean] completed=581000 submitted=581071 kept=2943375 rejected=103421 last=keep reason=rewritten
+[llm clean] completed=581100 submitted=581171 kept=2943472 rejected=103424 last=keep reason=rewritten
+[llm clean] completed=581200 submitted=581271 kept=2943569 rejected=103427 last=keep reason=rewritten
+[llm clean] completed=581300 submitted=581371 kept=2943668 rejected=103428 last=keep reason=rewritten
+[llm clean] completed=581400 submitted=581471 kept=2943768 rejected=103428 last=keep reason=rewritten
+[llm clean] completed=581500 submitted=581571 kept=2943867 rejected=103429 last=keep reason=rewritten
+[llm clean] completed=581600 submitted=581671 kept=2943965 rejected=103431 last=keep reason=rewritten
+[llm clean] completed=581700 submitted=581771 kept=2944065 rejected=103431 last=keep reason=rewritten
+[llm clean] completed=581800 submitted=581871 kept=2944164 rejected=103432 last=keep reason=rewritten
+[llm clean] completed=581900 submitted=581971 kept=2944264 rejected=103432 last=keep reason=rewritten
+[llm clean] completed=582000 submitted=582071 kept=2944359 rejected=103437 last=keep reason=rewritten
+[llm clean] completed=582100 submitted=582171 kept=2944457 rejected=103439 last=keep reason=rewritten
+[llm clean] completed=582200 submitted=582271 kept=2944556 rejected=103440 last=keep reason=rewritten
+[llm clean] completed=582300 submitted=582371 kept=2944653 rejected=103443 last=keep reason=rewritten
+[llm clean] completed=582400 submitted=582471 kept=2944749 rejected=103447 last=keep reason=rewritten
+[llm clean] completed=582500 submitted=582571 kept=2944848 rejected=103448 last=keep reason=rewritten
+[llm clean] completed=582600 submitted=582671 kept=2944939 rejected=103457 last=keep reason=rewritten
+[llm clean] completed=582700 submitted=582771 kept=2945036 rejected=103460 last=reject reason=The text is a highly biased, conspiratorial, and incoherent rant containing numerous false claims, hate speech, and unve
+[llm clean] completed=582800 submitted=582871 kept=2945133 rejected=103463 last=keep reason=rewritten
+[llm clean] completed=582900 submitted=582971 kept=2945232 rejected=103464 last=keep reason=rewritten
+[llm clean] completed=583000 submitted=583071 kept=2945331 rejected=103465 last=keep reason=rewritten
+[llm clean] completed=583100 submitted=583171 kept=2945426 rejected=103470 last=keep reason=rewritten
+[llm clean] completed=583200 submitted=583271 kept=2945524 rejected=103472 last=keep reason=rewritten
+[llm clean] completed=583300 submitted=583371 kept=2945622 rejected=103474 last=keep reason=rewritten
+[llm clean] completed=583400 submitted=583471 kept=2945722 rejected=103474 last=keep reason=rewritten
+[llm clean] completed=583500 submitted=583571 kept=2945819 rejected=103477 last=keep reason=rewritten
+[llm clean] completed=583600 submitted=583671 kept=2945918 rejected=103478 last=keep reason=rewritten
+[llm clean] completed=583700 submitted=583771 kept=2946017 rejected=103479 last=keep reason=rewritten
+[llm clean] completed=583800 submitted=583871 kept=2946114 rejected=103482 last=keep reason=rewritten
+[llm clean] completed=583900 submitted=583971 kept=2946212 rejected=103484 last=keep reason=rewritten
+[llm clean] completed=584000 submitted=584071 kept=2946308 rejected=103488 last=keep reason=rewritten
+[llm clean] completed=584100 submitted=584171 kept=2946404 rejected=103492 last=keep reason=rewritten
+[llm clean] completed=584200 submitted=584271 kept=2946502 rejected=103494 last=keep reason=rewritten
+[llm clean] completed=584300 submitted=584371 kept=2946591 rejected=103505 last=keep reason=rewritten
+[llm clean] completed=584400 submitted=584471 kept=2946682 rejected=103514 last=keep reason=rewritten
+[llm clean] completed=584500 submitted=584571 kept=2946778 rejected=103518 last=keep reason=rewritten
+[llm clean] completed=584600 submitted=584671 kept=2946872 rejected=103524 last=keep reason=rewritten
+[llm clean] completed=584700 submitted=584771 kept=2946970 rejected=103526 last=keep reason=rewritten
+[llm clean] completed=584800 submitted=584871 kept=2947069 rejected=103527 last=keep reason=rewritten
+[llm clean] completed=584900 submitted=584971 kept=2947165 rejected=103531 last=keep reason=rewritten
+[llm clean] completed=585000 submitted=585071 kept=2947262 rejected=103534 last=keep reason=rewritten
+[llm clean] completed=585100 submitted=585171 kept=2947360 rejected=103536 last=keep reason=rewritten
+[llm clean] completed=585200 submitted=585271 kept=2947457 rejected=103539 last=keep reason=rewritten
+[llm clean] completed=585300 submitted=585371 kept=2947553 rejected=103543 last=keep reason=rewritten
+[llm clean] completed=585400 submitted=585471 kept=2947652 rejected=103544 last=keep reason=rewritten
+[llm clean] completed=585500 submitted=585571 kept=2947748 rejected=103548 last=keep reason=rewritten
+[llm clean] completed=585600 submitted=585671 kept=2947844 rejected=103552 last=keep reason=rewritten
+[llm clean] completed=585700 submitted=585771 kept=2947943 rejected=103553 last=keep reason=rewritten
+[llm clean] completed=585800 submitted=585871 kept=2948040 rejected=103556 last=keep reason=rewritten
+[llm clean] completed=585900 submitted=585971 kept=2948133 rejected=103563 last=keep reason=rewritten
+[llm clean] completed=586000 submitted=586071 kept=2948228 rejected=103568 last=keep reason=rewritten
+[llm clean] completed=586100 submitted=586171 kept=2948326 rejected=103570 last=keep reason=rewritten
+[llm clean] completed=586200 submitted=586271 kept=2948425 rejected=103571 last=keep reason=rewritten
+[llm clean] completed=586300 submitted=586371 kept=2948523 rejected=103573 last=keep reason=rewritten
+[llm clean] completed=586400 submitted=586471 kept=2948621 rejected=103575 last=keep reason=rewritten
+[llm clean] completed=586500 submitted=586571 kept=2948716 rejected=103580 last=keep reason=rewritten
+[llm clean] completed=586600 submitted=586671 kept=2948813 rejected=103583 last=keep reason=rewritten
+[llm clean] completed=586700 submitted=586771 kept=2948911 rejected=103585 last=keep reason=rewritten
+[llm clean] completed=586800 submitted=586871 kept=2949009 rejected=103587 last=keep reason=rewritten
+[llm clean] completed=586900 submitted=586970 kept=2949108 rejected=103588 last=keep reason=rewritten
+[llm clean] completed=587000 submitted=587071 kept=2949207 rejected=103589 last=keep reason=rewritten
+[llm clean] completed=587100 submitted=587171 kept=2949305 rejected=103591 last=keep reason=rewritten
+[llm clean] completed=587200 submitted=587271 kept=2949402 rejected=103594 last=keep reason=rewritten
+[llm clean] completed=587300 submitted=587371 kept=2949498 rejected=103598 last=keep reason=rewritten
+[llm clean] completed=587400 submitted=587471 kept=2949591 rejected=103605 last=keep reason=rewritten
+[llm clean] completed=587500 submitted=587571 kept=2949687 rejected=103609 last=keep reason=rewritten
+[llm clean] completed=587600 submitted=587671 kept=2949785 rejected=103611 last=reject reason=The text is a figure caption and a dense list of anatomical labels/abbreviations without surrounding context, making it 
+[llm clean] completed=587700 submitted=587771 kept=2949871 rejected=103625 last=reject reason=The text is a bibliography or reference list, consisting of isolated citations without surrounding context or narrative 
+[llm clean] completed=587800 submitted=587871 kept=2949960 rejected=103636 last=keep reason=rewritten
+[llm clean] completed=587900 submitted=587971 kept=2950058 rejected=103638 last=keep reason=rewritten
+[llm clean] completed=588000 submitted=588071 kept=2950158 rejected=103638 last=keep reason=rewritten
+[llm clean] completed=588100 submitted=588171 kept=2950256 rejected=103640 last=keep reason=rewritten
+[llm clean] completed=588200 submitted=588271 kept=2950354 rejected=103642 last=keep reason=rewritten
+[llm clean] completed=588300 submitted=588371 kept=2950453 rejected=103643 last=keep reason=rewritten
+[llm clean] completed=588400 submitted=588471 kept=2950550 rejected=103646 last=keep reason=rewritten
+[llm clean] completed=588500 submitted=588571 kept=2950641 rejected=103655 last=keep reason=rewritten
+[llm clean] completed=588600 submitted=588671 kept=2950740 rejected=103656 last=keep reason=rewritten
+[llm clean] completed=588700 submitted=588771 kept=2950838 rejected=103658 last=keep reason=rewritten
+[llm clean] completed=588800 submitted=588871 kept=2950933 rejected=103663 last=keep reason=rewritten
+[llm clean] completed=588900 submitted=588971 kept=2951032 rejected=103664 last=keep reason=rewritten
+[llm clean] completed=589000 submitted=589071 kept=2951127 rejected=103669 last=keep reason=rewritten
+[llm clean] completed=589100 submitted=589171 kept=2951223 rejected=103673 last=keep reason=rewritten
+[llm clean] completed=589200 submitted=589271 kept=2951318 rejected=103678 last=keep reason=rewritten
+[llm clean] completed=589300 submitted=589371 kept=2951412 rejected=103684 last=keep reason=rewritten
+[llm clean] completed=589400 submitted=589471 kept=2951510 rejected=103686 last=keep reason=rewritten
+[llm clean] completed=589500 submitted=589571 kept=2951609 rejected=103687 last=keep reason=rewritten
+[llm clean] completed=589600 submitted=589671 kept=2951709 rejected=103687 last=keep reason=rewritten
+[llm clean] completed=589700 submitted=589771 kept=2951808 rejected=103688 last=keep reason=rewritten
+[llm clean] completed=589800 submitted=589871 kept=2951907 rejected=103689 last=keep reason=rewritten
+[llm clean] completed=589900 submitted=589971 kept=2952001 rejected=103695 last=keep reason=rewritten
+[llm clean] completed=590000 submitted=590071 kept=2952099 rejected=103697 last=keep reason=rewritten
+[llm clean] completed=590100 submitted=590171 kept=2952198 rejected=103698 last=keep reason=rewritten
+[llm clean] completed=590200 submitted=590271 kept=2952290 rejected=103706 last=reject reason=The text is a list of names and titles without meaningful prose content.
+[llm clean] completed=590300 submitted=590371 kept=2952365 rejected=103731 last=keep reason=rewritten
+[llm clean] completed=590400 submitted=590471 kept=2952459 rejected=103737 last=keep reason=rewritten
+[llm clean] completed=590500 submitted=590571 kept=2952547 rejected=103749 last=keep reason=rewritten
+[llm clean] completed=590600 submitted=590671 kept=2952644 rejected=103752 last=keep reason=rewritten
+[llm clean] completed=590700 submitted=590771 kept=2952740 rejected=103756 last=keep reason=rewritten
+[llm clean] completed=590800 submitted=590871 kept=2952839 rejected=103757 last=keep reason=rewritten
+[llm clean] completed=590900 submitted=590971 kept=2952926 rejected=103770 last=keep reason=rewritten
+[llm clean] completed=591000 submitted=591071 kept=2953016 rejected=103780 last=keep reason=rewritten
+[llm clean] completed=591100 submitted=591171 kept=2953111 rejected=103785 last=keep reason=rewritten
+[llm clean] completed=591200 submitted=591271 kept=2953209 rejected=103787 last=keep reason=rewritten
+[llm clean] completed=591300 submitted=591371 kept=2953300 rejected=103796 last=keep reason=rewritten
+[llm clean] completed=591400 submitted=591471 kept=2953396 rejected=103800 last=keep reason=rewritten
+[llm clean] completed=591500 submitted=591571 kept=2953495 rejected=103801 last=keep reason=rewritten
+[llm clean] completed=591600 submitted=591671 kept=2953593 rejected=103803 last=keep reason=rewritten
+[llm clean] completed=591700 submitted=591771 kept=2953689 rejected=103807 last=keep reason=rewritten
+[llm clean] completed=591800 submitted=591871 kept=2953782 rejected=103814 last=keep reason=rewritten
+[llm clean] completed=591900 submitted=591971 kept=2953878 rejected=103818 last=keep reason=rewritten
+[llm clean] completed=592000 submitted=592071 kept=2953975 rejected=103821 last=keep reason=rewritten
+[llm clean] completed=592100 submitted=592171 kept=2954071 rejected=103825 last=keep reason=rewritten
+[llm clean] completed=592200 submitted=592271 kept=2954160 rejected=103836 last=keep reason=rewritten
+[llm clean] completed=592300 submitted=592371 kept=2954258 rejected=103838 last=keep reason=rewritten
+[llm clean] completed=592400 submitted=592471 kept=2954358 rejected=103838 last=keep reason=rewritten
+[llm clean] completed=592500 submitted=592571 kept=2954455 rejected=103841 last=keep reason=rewritten
+[llm clean] completed=592600 submitted=592671 kept=2954550 rejected=103846 last=keep reason=rewritten
+[llm clean] completed=592700 submitted=592771 kept=2954644 rejected=103852 last=keep reason=rewritten
+[llm clean] completed=592800 submitted=592871 kept=2954742 rejected=103854 last=keep reason=rewritten
+[llm clean] completed=592900 submitted=592971 kept=2954842 rejected=103854 last=keep reason=rewritten
+[llm clean] completed=593000 submitted=593071 kept=2954941 rejected=103855 last=keep reason=rewritten
+[llm clean] completed=593100 submitted=593171 kept=2955040 rejected=103856 last=keep reason=rewritten
+[llm clean] completed=593200 submitted=593271 kept=2955139 rejected=103857 last=keep reason=rewritten
+[llm clean] completed=593300 submitted=593371 kept=2955237 rejected=103859 last=keep reason=rewritten
+[llm clean] completed=593400 submitted=593471 kept=2955337 rejected=103859 last=keep reason=rewritten
+[llm clean] completed=593500 submitted=593571 kept=2955435 rejected=103861 last=keep reason=rewritten
+[llm clean] completed=593600 submitted=593671 kept=2955530 rejected=103866 last=keep reason=rewritten
+[llm clean] completed=593700 submitted=593771 kept=2955623 rejected=103873 last=keep reason=rewritten
+[llm clean] completed=593800 submitted=593871 kept=2955721 rejected=103875 last=keep reason=rewritten
+[llm clean] completed=593900 submitted=593971 kept=2955816 rejected=103880 last=keep reason=rewritten
+[llm clean] completed=594000 submitted=594071 kept=2955911 rejected=103885 last=keep reason=rewritten
+[llm clean] completed=594100 submitted=594171 kept=2956007 rejected=103889 last=keep reason=rewritten
+[llm clean] completed=594200 submitted=594271 kept=2956103 rejected=103893 last=keep reason=rewritten
+[llm clean] completed=594300 submitted=594371 kept=2956203 rejected=103893 last=keep reason=rewritten
+[llm clean] completed=594400 submitted=594471 kept=2956299 rejected=103897 last=keep reason=rewritten
+[llm clean] completed=594500 submitted=594571 kept=2956397 rejected=103899 last=keep reason=rewritten
+[llm clean] completed=594600 submitted=594671 kept=2956494 rejected=103902 last=keep reason=rewritten
+[llm clean] completed=594700 submitted=594771 kept=2956593 rejected=103903 last=keep reason=rewritten
+[llm clean] completed=594800 submitted=594871 kept=2956692 rejected=103904 last=keep reason=rewritten
+[llm clean] completed=594900 submitted=594971 kept=2956785 rejected=103911 last=keep reason=rewritten
+[llm clean] completed=595000 submitted=595071 kept=2956884 rejected=103912 last=keep reason=rewritten
+[llm clean] completed=595100 submitted=595171 kept=2956983 rejected=103913 last=keep reason=rewritten
+[llm clean] completed=595200 submitted=595271 kept=2957081 rejected=103915 last=keep reason=rewritten
+[llm clean] completed=595300 submitted=595371 kept=2957181 rejected=103915 last=keep reason=rewritten
+[llm clean] completed=595400 submitted=595471 kept=2957278 rejected=103918 last=keep reason=rewritten
+[llm clean] completed=595500 submitted=595571 kept=2957377 rejected=103919 last=keep reason=rewritten
+[llm clean] completed=595600 submitted=595671 kept=2957476 rejected=103920 last=keep reason=rewritten
+[llm clean] completed=595700 submitted=595771 kept=2957573 rejected=103923 last=keep reason=rewritten
+[llm clean] completed=595800 submitted=595871 kept=2957673 rejected=103923 last=keep reason=rewritten
+[llm clean] completed=595900 submitted=595971 kept=2957773 rejected=103923 last=keep reason=rewritten
+[llm clean] completed=596000 submitted=596071 kept=2957872 rejected=103924 last=keep reason=rewritten
+[llm clean] completed=596100 submitted=596171 kept=2957968 rejected=103928 last=keep reason=rewritten
+[llm clean] completed=596200 submitted=596271 kept=2958068 rejected=103928 last=keep reason=rewritten
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+[llm clean] completed=596400 submitted=596471 kept=2958257 rejected=103939 last=keep reason=rewritten
+[llm clean] completed=596500 submitted=596571 kept=2958353 rejected=103943 last=keep reason=rewritten
+[llm clean] completed=596600 submitted=596671 kept=2958450 rejected=103946 last=keep reason=rewritten
+[llm clean] completed=596700 submitted=596771 kept=2958546 rejected=103950 last=keep reason=rewritten
+[llm clean] completed=596800 submitted=596871 kept=2958645 rejected=103951 last=keep reason=rewritten
+[llm clean] completed=596900 submitted=596971 kept=2958743 rejected=103953 last=keep reason=rewritten
+[llm clean] completed=597000 submitted=597071 kept=2958842 rejected=103954 last=keep reason=rewritten
+[llm clean] completed=597100 submitted=597171 kept=2958937 rejected=103959 last=keep reason=rewritten
+[llm clean] completed=597200 submitted=597271 kept=2959034 rejected=103962 last=keep reason=rewritten
+[llm clean] completed=597300 submitted=597371 kept=2959134 rejected=103962 last=keep reason=rewritten
+[llm clean] completed=597400 submitted=597471 kept=2959231 rejected=103965 last=keep reason=rewritten
+[llm clean] completed=597500 submitted=597571 kept=2959326 rejected=103970 last=keep reason=rewritten
+[llm clean] completed=597600 submitted=597671 kept=2959424 rejected=103972 last=keep reason=rewritten
+[llm clean] completed=597700 submitted=597771 kept=2959522 rejected=103974 last=keep reason=rewritten
+[llm clean] completed=597800 submitted=597871 kept=2959607 rejected=103989 last=keep reason=rewritten
+[llm clean] completed=597900 submitted=597971 kept=2959703 rejected=103993 last=keep reason=rewritten
+[llm clean] completed=598000 submitted=598071 kept=2959802 rejected=103994 last=keep reason=rewritten
+[llm clean] completed=598100 submitted=598171 kept=2959899 rejected=103997 last=keep reason=rewritten
+[llm clean] completed=598200 submitted=598271 kept=2959998 rejected=103998 last=keep reason=rewritten
+[llm clean] completed=598300 submitted=598371 kept=2960096 rejected=104000 last=reject reason=The text consists of a collection of isolated, low-context tweets with usernames, handles, and links, lacking coherent a
+[llm clean] completed=598400 submitted=598471 kept=2960193 rejected=104003 last=keep reason=rewritten
+[llm clean] completed=598500 submitted=598571 kept=2960292 rejected=104004 last=keep reason=rewritten
+[llm clean] completed=598600 submitted=598671 kept=2960391 rejected=104005 last=keep reason=rewritten
+[llm clean] completed=598700 submitted=598771 kept=2960474 rejected=104022 last=keep reason=rewritten
+[llm clean] completed=598800 submitted=598871 kept=2960556 rejected=104040 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=598900 submitted=598971 kept=2960647 rejected=104049 last=keep reason=rewritten
+[llm clean] completed=599000 submitted=599071 kept=2960743 rejected=104053 last=keep reason=rewritten
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+[llm clean] completed=599200 submitted=599271 kept=2960938 rejected=104058 last=keep reason=rewritten
+[llm clean] completed=599300 submitted=599371 kept=2961034 rejected=104062 last=keep reason=rewritten
+[llm clean] completed=599400 submitted=599471 kept=2961132 rejected=104064 last=keep reason=rewritten
+[llm clean] completed=599500 submitted=599571 kept=2961229 rejected=104067 last=keep reason=rewritten
+[llm clean] completed=599600 submitted=599671 kept=2961328 rejected=104068 last=keep reason=rewritten
+[llm clean] completed=599700 submitted=599771 kept=2961427 rejected=104069 last=keep reason=rewritten
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+[llm clean] completed=599900 submitted=599971 kept=2961626 rejected=104070 last=keep reason=rewritten
+[llm clean] completed=600000 submitted=600071 kept=2961720 rejected=104076 last=keep reason=rewritten
+[llm clean] completed=600100 submitted=600171 kept=2961811 rejected=104085 last=keep reason=rewritten
+[llm clean] completed=600200 submitted=600271 kept=2961910 rejected=104086 last=keep reason=rewritten
+[llm clean] completed=600300 submitted=600371 kept=2961997 rejected=104099 last=keep reason=rewritten
+[llm clean] completed=600400 submitted=600471 kept=2962092 rejected=104104 last=keep reason=rewritten
+[llm clean] completed=600500 submitted=600571 kept=2962191 rejected=104105 last=keep reason=rewritten
+[llm clean] completed=600600 submitted=600671 kept=2962290 rejected=104106 last=keep reason=rewritten
+[llm clean] completed=600700 submitted=600771 kept=2962388 rejected=104108 last=keep reason=rewritten
+[llm clean] completed=600800 submitted=600871 kept=2962486 rejected=104110 last=keep reason=rewritten
+[llm clean] completed=600900 submitted=600971 kept=2962582 rejected=104114 last=keep reason=rewritten
+[llm clean] completed=601000 submitted=601071 kept=2962678 rejected=104118 last=keep reason=rewritten
+[llm clean] completed=601100 submitted=601171 kept=2962776 rejected=104120 last=keep reason=rewritten
+[llm clean] completed=601200 submitted=601271 kept=2962875 rejected=104121 last=keep reason=rewritten
+[llm clean] completed=601300 submitted=601371 kept=2962972 rejected=104124 last=keep reason=rewritten
+[llm clean] completed=601400 submitted=601471 kept=2963069 rejected=104127 last=keep reason=rewritten
+[llm clean] completed=601500 submitted=601571 kept=2963168 rejected=104128 last=keep reason=rewritten
+[llm clean] completed=601600 submitted=601671 kept=2963268 rejected=104128 last=keep reason=rewritten
+[llm clean] completed=601700 submitted=601771 kept=2963367 rejected=104129 last=keep reason=rewritten
+[llm clean] completed=601800 submitted=601871 kept=2963463 rejected=104133 last=keep reason=rewritten
+[llm clean] completed=601900 submitted=601971 kept=2963562 rejected=104134 last=keep reason=rewritten
+[llm clean] completed=602000 submitted=602071 kept=2963652 rejected=104144 last=keep reason=rewritten
+[llm clean] completed=602100 submitted=602171 kept=2963751 rejected=104145 last=keep reason=rewritten
+[llm clean] completed=602200 submitted=602271 kept=2963849 rejected=104147 last=keep reason=rewritten
+[llm clean] completed=602300 submitted=602371 kept=2963947 rejected=104149 last=keep reason=rewritten
+[llm clean] completed=602400 submitted=602471 kept=2964042 rejected=104154 last=keep reason=rewritten
+[llm clean] completed=602500 submitted=602571 kept=2964140 rejected=104156 last=keep reason=rewritten
+[llm clean] completed=602600 submitted=602671 kept=2964238 rejected=104158 last=keep reason=rewritten
+[llm clean] completed=602700 submitted=602771 kept=2964336 rejected=104160 last=keep reason=rewritten
+[llm clean] completed=602800 submitted=602871 kept=2964428 rejected=104168 last=keep reason=rewritten
+[llm clean] completed=602900 submitted=602971 kept=2964527 rejected=104169 last=keep reason=rewritten
+[llm clean] completed=603000 submitted=603071 kept=2964626 rejected=104170 last=keep reason=rewritten
+[llm clean] completed=603100 submitted=603171 kept=2964722 rejected=104174 last=keep reason=rewritten
+[llm clean] completed=603200 submitted=603271 kept=2964816 rejected=104180 last=keep reason=rewritten
+[llm clean] completed=603300 submitted=603371 kept=2964914 rejected=104182 last=keep reason=rewritten
+[llm clean] completed=603400 submitted=603471 kept=2965014 rejected=104182 last=keep reason=rewritten
+[llm clean] completed=603500 submitted=603571 kept=2965112 rejected=104184 last=keep reason=rewritten
+[llm clean] completed=603600 submitted=603671 kept=2965209 rejected=104187 last=keep reason=rewritten
+[llm clean] completed=603700 submitted=603771 kept=2965307 rejected=104189 last=keep reason=rewritten
+[llm clean] completed=603800 submitted=603871 kept=2965402 rejected=104194 last=keep reason=rewritten
+[llm clean] completed=603900 submitted=603971 kept=2965476 rejected=104220 last=keep reason=rewritten
+[llm clean] completed=604000 submitted=604071 kept=2965573 rejected=104223 last=keep reason=rewritten
+[llm clean] completed=604100 submitted=604171 kept=2965669 rejected=104227 last=keep reason=rewritten
+[llm clean] completed=604200 submitted=604271 kept=2965767 rejected=104229 last=keep reason=rewritten
+[llm clean] completed=604300 submitted=604371 kept=2965863 rejected=104233 last=keep reason=rewritten
+[llm clean] completed=604400 submitted=604471 kept=2965961 rejected=104235 last=keep reason=rewritten
+[llm clean] completed=604500 submitted=604571 kept=2966052 rejected=104244 last=keep reason=rewritten
+[llm clean] completed=604600 submitted=604671 kept=2966148 rejected=104248 last=keep reason=rewritten
+[llm clean] completed=604700 submitted=604771 kept=2966247 rejected=104249 last=keep reason=rewritten
+[llm clean] completed=604800 submitted=604871 kept=2966346 rejected=104250 last=keep reason=rewritten
+[llm clean] completed=604900 submitted=604971 kept=2966441 rejected=104255 last=keep reason=rewritten
+[llm clean] completed=605000 submitted=605071 kept=2966506 rejected=104290 last=keep reason=rewritten
+[llm clean] completed=605100 submitted=605171 kept=2966604 rejected=104292 last=keep reason=rewritten
+[llm clean] completed=605200 submitted=605271 kept=2966701 rejected=104295 last=keep reason=rewritten
+[llm clean] completed=605300 submitted=605371 kept=2966798 rejected=104298 last=keep reason=rewritten
+[llm clean] completed=605400 submitted=605471 kept=2966897 rejected=104299 last=keep reason=rewritten
+[llm clean] completed=605500 submitted=605571 kept=2966992 rejected=104304 last=keep reason=rewritten
+[llm clean] completed=605600 submitted=605671 kept=2967086 rejected=104310 last=keep reason=rewritten
+[llm clean] completed=605700 submitted=605771 kept=2967185 rejected=104311 last=keep reason=rewritten
+[llm clean] completed=605800 submitted=605871 kept=2967284 rejected=104312 last=keep reason=rewritten
+[llm clean] completed=605900 submitted=605971 kept=2967383 rejected=104313 last=keep reason=rewritten
+[llm clean] completed=606000 submitted=606071 kept=2967482 rejected=104314 last=keep reason=rewritten
+[llm clean] completed=606100 submitted=606171 kept=2967581 rejected=104315 last=keep reason=rewritten
+[llm clean] completed=606200 submitted=606271 kept=2967680 rejected=104316 last=keep reason=rewritten
+[llm clean] completed=606300 submitted=606371 kept=2967776 rejected=104320 last=keep reason=rewritten
+[llm clean] completed=606400 submitted=606471 kept=2967867 rejected=104329 last=keep reason=rewritten
+[llm clean] completed=606500 submitted=606571 kept=2967963 rejected=104333 last=keep reason=rewritten
+[llm clean] completed=606600 submitted=606671 kept=2968062 rejected=104334 last=keep reason=rewritten
+[llm clean] completed=606700 submitted=606771 kept=2968160 rejected=104336 last=keep reason=rewritten
+[llm clean] completed=606800 submitted=606871 kept=2968259 rejected=104337 last=keep reason=rewritten
+[llm clean] completed=606900 submitted=606971 kept=2968358 rejected=104338 last=keep reason=rewritten
+[llm clean] completed=607000 submitted=607071 kept=2968456 rejected=104340 last=keep reason=rewritten
+[llm clean] completed=607100 submitted=607171 kept=2968547 rejected=104349 last=keep reason=rewritten
+[llm clean] completed=607200 submitted=607271 kept=2968647 rejected=104349 last=keep reason=rewritten
+[llm clean] completed=607300 submitted=607371 kept=2968745 rejected=104351 last=keep reason=rewritten
+[llm clean] completed=607400 submitted=607471 kept=2968842 rejected=104354 last=keep reason=rewritten
+[llm clean] completed=607500 submitted=607571 kept=2968940 rejected=104356 last=keep reason=rewritten
+[llm clean] completed=607600 submitted=607671 kept=2969035 rejected=104361 last=keep reason=rewritten
+[llm clean] completed=607700 submitted=607771 kept=2969134 rejected=104362 last=reject reason=The text consists entirely of bibliographic citations, archive references, and a single unrelated word ('Advertisements'
+[llm clean] completed=607800 submitted=607871 kept=2969233 rejected=104363 last=keep reason=rewritten
+[llm clean] completed=607900 submitted=607971 kept=2969331 rejected=104365 last=keep reason=rewritten
+[llm clean] completed=608000 submitted=608071 kept=2969430 rejected=104366 last=keep reason=rewritten
+[llm clean] completed=608100 submitted=608171 kept=2969528 rejected=104368 last=keep reason=rewritten
+[llm clean] completed=608200 submitted=608271 kept=2969622 rejected=104374 last=keep reason=rewritten
+[llm clean] completed=608300 submitted=608371 kept=2969721 rejected=104375 last=keep reason=rewritten
+[llm clean] completed=608400 submitted=608471 kept=2969820 rejected=104376 last=keep reason=rewritten
+[llm clean] completed=608500 submitted=608571 kept=2969920 rejected=104376 last=keep reason=rewritten
+[llm clean] completed=608600 submitted=608671 kept=2970017 rejected=104379 last=keep reason=rewritten
+[llm clean] completed=608700 submitted=608771 kept=2970114 rejected=104382 last=keep reason=rewritten
+[llm clean] completed=608800 submitted=608871 kept=2970212 rejected=104384 last=keep reason=rewritten
+[llm clean] completed=608900 submitted=608971 kept=2970310 rejected=104386 last=keep reason=rewritten
+[llm clean] completed=609000 submitted=609071 kept=2970410 rejected=104386 last=keep reason=rewritten
+[llm clean] completed=609100 submitted=609171 kept=2970480 rejected=104416 last=keep reason=rewritten
+[llm clean] completed=609200 submitted=609271 kept=2970577 rejected=104419 last=keep reason=rewritten
+[llm clean] completed=609300 submitted=609371 kept=2970676 rejected=104420 last=keep reason=rewritten
+[llm clean] completed=609400 submitted=609471 kept=2970773 rejected=104423 last=keep reason=rewritten
+[llm clean] completed=609500 submitted=609571 kept=2970869 rejected=104427 last=keep reason=rewritten
+[llm clean] completed=609600 submitted=609671 kept=2970961 rejected=104435 last=keep reason=rewritten
+[llm clean] completed=609700 submitted=609771 kept=2971059 rejected=104437 last=keep reason=rewritten
+[llm clean] completed=609800 submitted=609871 kept=2971154 rejected=104442 last=keep reason=rewritten
+[llm clean] completed=609900 submitted=609971 kept=2971249 rejected=104447 last=keep reason=rewritten
+[llm clean] completed=610000 submitted=610071 kept=2971348 rejected=104448 last=keep reason=rewritten
+[llm clean] completed=610100 submitted=610171 kept=2971448 rejected=104448 last=keep reason=rewritten
+[llm clean] completed=610200 submitted=610271 kept=2971542 rejected=104454 last=keep reason=rewritten
+[llm clean] completed=610300 submitted=610371 kept=2971641 rejected=104455 last=keep reason=rewritten
+[llm clean] completed=610400 submitted=610471 kept=2971739 rejected=104457 last=keep reason=rewritten
+[llm clean] completed=610500 submitted=610571 kept=2971836 rejected=104460 last=keep reason=rewritten
+[llm clean] completed=610600 submitted=610671 kept=2971929 rejected=104467 last=keep reason=rewritten
+[llm clean] completed=610700 submitted=610771 kept=2972021 rejected=104475 last=keep reason=rewritten
+[llm clean] completed=610800 submitted=610871 kept=2972121 rejected=104475 last=keep reason=rewritten
+[llm clean] completed=610900 submitted=610971 kept=2972216 rejected=104480 last=keep reason=rewritten
+[llm clean] completed=611000 submitted=611071 kept=2972315 rejected=104481 last=keep reason=rewritten
+[llm clean] completed=611100 submitted=611171 kept=2972412 rejected=104484 last=keep reason=rewritten
+[llm clean] completed=611200 submitted=611271 kept=2972510 rejected=104486 last=keep reason=rewritten
+[llm clean] completed=611300 submitted=611371 kept=2972608 rejected=104488 last=keep reason=rewritten
+[llm clean] completed=611400 submitted=611471 kept=2972708 rejected=104488 last=keep reason=rewritten
+[llm clean] completed=611500 submitted=611571 kept=2972807 rejected=104489 last=keep reason=rewritten
+[llm clean] completed=611600 submitted=611671 kept=2972905 rejected=104491 last=keep reason=rewritten
+[llm clean] completed=611700 submitted=611771 kept=2973000 rejected=104496 last=keep reason=rewritten
+[llm clean] completed=611800 submitted=611871 kept=2973095 rejected=104501 last=keep reason=rewritten
+[llm clean] completed=611900 submitted=611971 kept=2973194 rejected=104502 last=keep reason=rewritten
+[llm clean] completed=612000 submitted=612070 kept=2973289 rejected=104507 last=keep reason=rewritten
+[llm clean] completed=612100 submitted=612171 kept=2973387 rejected=104509 last=keep reason=rewritten
+[llm clean] completed=612200 submitted=612271 kept=2973486 rejected=104510 last=keep reason=rewritten
+[llm clean] completed=612300 submitted=612371 kept=2973585 rejected=104511 last=keep reason=rewritten
+[llm clean] completed=612400 submitted=612471 kept=2973682 rejected=104514 last=keep reason=rewritten
+[llm clean] completed=612500 submitted=612571 kept=2973780 rejected=104516 last=keep reason=rewritten
+[llm clean] completed=612600 submitted=612671 kept=2973880 rejected=104516 last=keep reason=rewritten
+[llm clean] completed=612700 submitted=612771 kept=2973979 rejected=104517 last=keep reason=rewritten
+[llm clean] completed=612800 submitted=612871 kept=2974075 rejected=104521 last=keep reason=rewritten
+[llm clean] completed=612900 submitted=612971 kept=2974173 rejected=104523 last=keep reason=rewritten
+[llm clean] completed=613000 submitted=613071 kept=2974269 rejected=104527 last=keep reason=rewritten
+[llm clean] completed=613100 submitted=613171 kept=2974368 rejected=104528 last=keep reason=rewritten
+[llm clean] completed=613200 submitted=613271 kept=2974464 rejected=104532 last=keep reason=rewritten
+[llm clean] completed=613300 submitted=613371 kept=2974561 rejected=104535 last=keep reason=rewritten
+[llm clean] completed=613400 submitted=613471 kept=2974657 rejected=104539 last=keep reason=rewritten
+[llm clean] completed=613500 submitted=613571 kept=2974757 rejected=104539 last=keep reason=rewritten
+[llm clean] completed=613600 submitted=613671 kept=2974855 rejected=104541 last=keep reason=rewritten
+[llm clean] completed=613700 submitted=613771 kept=2974950 rejected=104546 last=keep reason=rewritten
+[llm clean] completed=613800 submitted=613871 kept=2975046 rejected=104550 last=reject reason=The text is a disjointed list of radio station intros and metadata fragments without a coherent narrative or meaningful 
+[llm clean] completed=613900 submitted=613971 kept=2975141 rejected=104555 last=reject reason=The text is a list of game rules or trivia points (a drinking game for Star Trek: The Next Generation) rather than a coh
+[llm clean] completed=614000 submitted=614071 kept=2975236 rejected=104560 last=keep reason=rewritten
+[llm clean] completed=614100 submitted=614171 kept=2975335 rejected=104561 last=keep reason=rewritten
+[llm clean] completed=614200 submitted=614271 kept=2975431 rejected=104565 last=keep reason=rewritten
+[llm clean] completed=614300 submitted=614371 kept=2975528 rejected=104568 last=keep reason=rewritten
+[llm clean] completed=614400 submitted=614471 kept=2975627 rejected=104569 last=keep reason=rewritten
+[llm clean] completed=614500 submitted=614571 kept=2975727 rejected=104569 last=keep reason=rewritten
+[llm clean] completed=614600 submitted=614671 kept=2975826 rejected=104570 last=keep reason=rewritten
+[llm clean] completed=614700 submitted=614771 kept=2975919 rejected=104577 last=keep reason=rewritten
+[llm clean] completed=614800 submitted=614871 kept=2976019 rejected=104577 last=keep reason=rewritten
+[llm clean] completed=614900 submitted=614971 kept=2976118 rejected=104578 last=keep reason=rewritten
+[llm clean] completed=615000 submitted=615071 kept=2976217 rejected=104579 last=keep reason=rewritten
+[llm clean] completed=615100 submitted=615171 kept=2976316 rejected=104580 last=keep reason=rewritten
+[llm clean] completed=615200 submitted=615271 kept=2976412 rejected=104584 last=keep reason=rewritten
+[llm clean] completed=615300 submitted=615371 kept=2976507 rejected=104589 last=keep reason=rewritten
+[llm clean] completed=615400 submitted=615471 kept=2976594 rejected=104602 last=keep reason=rewritten
+[llm clean] completed=615500 submitted=615571 kept=2976689 rejected=104607 last=keep reason=rewritten
+[llm clean] completed=615600 submitted=615671 kept=2976770 rejected=104626 last=keep reason=rewritten
+[llm clean] completed=615700 submitted=615771 kept=2976869 rejected=104627 last=keep reason=rewritten
+[llm clean] completed=615800 submitted=615871 kept=2976958 rejected=104638 last=keep reason=rewritten
+[llm clean] completed=615900 submitted=615971 kept=2977056 rejected=104640 last=keep reason=rewritten
+[llm clean] completed=616000 submitted=616071 kept=2977150 rejected=104646 last=keep reason=rewritten
+[llm clean] completed=616100 submitted=616171 kept=2977250 rejected=104646 last=keep reason=rewritten
+[llm clean] completed=616200 submitted=616271 kept=2977346 rejected=104650 last=keep reason=rewritten
+[llm clean] completed=616300 submitted=616371 kept=2977445 rejected=104651 last=keep reason=rewritten
+[llm clean] completed=616400 submitted=616471 kept=2977542 rejected=104654 last=keep reason=rewritten
+[llm clean] completed=616500 submitted=616571 kept=2977641 rejected=104655 last=keep reason=rewritten
+[llm clean] completed=616600 submitted=616671 kept=2977740 rejected=104656 last=keep reason=rewritten
+[llm clean] completed=616700 submitted=616771 kept=2977835 rejected=104661 last=keep reason=rewritten
+[llm clean] completed=616800 submitted=616871 kept=2977928 rejected=104668 last=keep reason=rewritten
+[llm clean] completed=616900 submitted=616971 kept=2978024 rejected=104672 last=keep reason=rewritten
+[llm clean] completed=617000 submitted=617071 kept=2978121 rejected=104675 last=keep reason=rewritten
+[llm clean] completed=617100 submitted=617171 kept=2978220 rejected=104676 last=keep reason=rewritten
+[llm clean] completed=617200 submitted=617271 kept=2978319 rejected=104677 last=keep reason=rewritten
+[llm clean] completed=617300 submitted=617371 kept=2978417 rejected=104679 last=keep reason=rewritten
+[llm clean] completed=617400 submitted=617471 kept=2978512 rejected=104684 last=keep reason=rewritten
+[llm clean] completed=617500 submitted=617571 kept=2978607 rejected=104689 last=keep reason=rewritten
+[llm clean] completed=617600 submitted=617671 kept=2978706 rejected=104690 last=keep reason=rewritten
+[llm clean] completed=617700 submitted=617771 kept=2978802 rejected=104694 last=reject reason=The text is a satirical or absurd piece of fiction (e.g., 'canceled just before implementation', 'Floating Coffins' desc
+[llm clean] completed=617800 submitted=617871 kept=2978899 rejected=104697 last=keep reason=rewritten
+[llm clean] completed=617900 submitted=617971 kept=2978992 rejected=104704 last=keep reason=rewritten
+[llm clean] completed=618000 submitted=618071 kept=2979084 rejected=104712 last=keep reason=rewritten
+[llm clean] completed=618100 submitted=618171 kept=2979182 rejected=104714 last=keep reason=rewritten
+[llm clean] completed=618200 submitted=618271 kept=2979279 rejected=104717 last=keep reason=rewritten
+[llm clean] completed=618300 submitted=618371 kept=2979376 rejected=104720 last=keep reason=rewritten
+[llm clean] completed=618400 submitted=618471 kept=2979475 rejected=104721 last=keep reason=rewritten
+[llm clean] completed=618500 submitted=618571 kept=2979573 rejected=104723 last=keep reason=rewritten
+[llm clean] completed=618600 submitted=618671 kept=2979673 rejected=104723 last=keep reason=rewritten
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+[llm clean] completed=618800 submitted=618871 kept=2979871 rejected=104725 last=keep reason=rewritten
+[llm clean] completed=618900 submitted=618971 kept=2979967 rejected=104729 last=keep reason=rewritten
+[llm clean] completed=619000 submitted=619071 kept=2980052 rejected=104744 last=keep reason=rewritten
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+[llm clean] completed=619300 submitted=619371 kept=2980336 rejected=104760 last=keep reason=rewritten
+[llm clean] completed=619400 submitted=619471 kept=2980433 rejected=104763 last=keep reason=rewritten
+[llm clean] completed=619500 submitted=619571 kept=2980533 rejected=104763 last=keep reason=rewritten
+[llm clean] completed=619600 submitted=619671 kept=2980627 rejected=104769 last=keep reason=rewritten
+[llm clean] completed=619700 submitted=619771 kept=2980723 rejected=104773 last=keep reason=rewritten
+[llm clean] completed=619800 submitted=619871 kept=2980821 rejected=104775 last=keep reason=rewritten
+[llm clean] completed=619900 submitted=619971 kept=2980917 rejected=104779 last=keep reason=rewritten
+[llm clean] completed=620000 submitted=620071 kept=2981010 rejected=104786 last=keep reason=rewritten
+[llm clean] completed=620100 submitted=620171 kept=2981109 rejected=104787 last=keep reason=rewritten
+[llm clean] completed=620200 submitted=620271 kept=2981204 rejected=104792 last=keep reason=rewritten
+[llm clean] completed=620300 submitted=620371 kept=2981299 rejected=104797 last=keep reason=rewritten
+[llm clean] completed=620400 submitted=620471 kept=2981396 rejected=104800 last=keep reason=rewritten
+[llm clean] completed=620500 submitted=620571 kept=2981494 rejected=104802 last=keep reason=rewritten
+[llm clean] completed=620600 submitted=620671 kept=2981591 rejected=104805 last=keep reason=rewritten
+[llm clean] completed=620700 submitted=620771 kept=2981687 rejected=104809 last=keep reason=rewritten
+[llm clean] completed=620800 submitted=620871 kept=2981785 rejected=104811 last=keep reason=rewritten
+[llm clean] completed=620900 submitted=620971 kept=2981878 rejected=104818 last=keep reason=rewritten
+[llm clean] completed=621000 submitted=621071 kept=2981978 rejected=104818 last=keep reason=rewritten
+[llm clean] completed=621100 submitted=621171 kept=2982073 rejected=104823 last=keep reason=rewritten
+[llm clean] completed=621200 submitted=621271 kept=2982171 rejected=104825 last=reject reason=The text is a series of disconnected image captions and metadata fragments without a coherent narrative or article struc
+[llm clean] completed=621300 submitted=621371 kept=2982268 rejected=104828 last=keep reason=rewritten
+[llm clean] completed=621400 submitted=621471 kept=2982362 rejected=104834 last=keep reason=rewritten
+[llm clean] completed=621500 submitted=621571 kept=2982459 rejected=104837 last=keep reason=rewritten
+[llm clean] completed=621600 submitted=621671 kept=2982557 rejected=104839 last=keep reason=rewritten
+[llm clean] completed=621700 submitted=621771 kept=2982657 rejected=104839 last=keep reason=rewritten
+[llm clean] completed=621800 submitted=621871 kept=2982754 rejected=104842 last=keep reason=rewritten
+[llm clean] completed=621900 submitted=621971 kept=2982852 rejected=104844 last=keep reason=rewritten
+[llm clean] completed=622000 submitted=622071 kept=2982950 rejected=104846 last=keep reason=rewritten
+[llm clean] completed=622100 submitted=622171 kept=2983049 rejected=104847 last=keep reason=rewritten
+[llm clean] completed=622200 submitted=622271 kept=2983145 rejected=104851 last=keep reason=rewritten
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+[llm clean] completed=622600 submitted=622671 kept=2983535 rejected=104861 last=keep reason=rewritten
+[llm clean] completed=622700 submitted=622771 kept=2983634 rejected=104862 last=keep reason=rewritten
+[llm clean] completed=622800 submitted=622871 kept=2983731 rejected=104865 last=keep reason=rewritten
+[llm clean] completed=622900 submitted=622971 kept=2983830 rejected=104866 last=keep reason=rewritten
+[llm clean] completed=623000 submitted=623071 kept=2983926 rejected=104870 last=keep reason=rewritten
+[llm clean] completed=623100 submitted=623171 kept=2984021 rejected=104875 last=keep reason=rewritten
+[llm clean] completed=623200 submitted=623271 kept=2984118 rejected=104878 last=keep reason=rewritten
+[llm clean] completed=623300 submitted=623371 kept=2984217 rejected=104879 last=keep reason=rewritten
+[llm clean] completed=623400 submitted=623471 kept=2984314 rejected=104882 last=keep reason=rewritten
+[llm clean] completed=623500 submitted=623571 kept=2984408 rejected=104888 last=keep reason=rewritten
+[llm clean] completed=623600 submitted=623671 kept=2984503 rejected=104893 last=keep reason=rewritten
+[llm clean] completed=623700 submitted=623771 kept=2984603 rejected=104893 last=keep reason=rewritten
+[llm clean] completed=623800 submitted=623871 kept=2984698 rejected=104898 last=keep reason=rewritten
+[llm clean] completed=623900 submitted=623971 kept=2984798 rejected=104898 last=keep reason=rewritten
+[llm clean] completed=624000 submitted=624071 kept=2984898 rejected=104898 last=keep reason=rewritten
+[llm clean] completed=624100 submitted=624171 kept=2984993 rejected=104903 last=keep reason=rewritten
+[llm clean] completed=624200 submitted=624271 kept=2985090 rejected=104906 last=keep reason=rewritten
+[llm clean] completed=624300 submitted=624371 kept=2985182 rejected=104914 last=keep reason=rewritten
+[llm clean] completed=624400 submitted=624471 kept=2985279 rejected=104917 last=keep reason=rewritten
+[llm clean] completed=624500 submitted=624571 kept=2985378 rejected=104918 last=keep reason=rewritten
+[llm clean] completed=624600 submitted=624671 kept=2985477 rejected=104919 last=keep reason=rewritten
+[llm clean] completed=624700 submitted=624771 kept=2985573 rejected=104923 last=keep reason=rewritten
+[llm clean] completed=624800 submitted=624871 kept=2985670 rejected=104926 last=keep reason=rewritten
+[llm clean] completed=624900 submitted=624971 kept=2985770 rejected=104926 last=keep reason=rewritten
+[llm clean] completed=625000 submitted=625071 kept=2985870 rejected=104926 last=keep reason=rewritten
+[llm clean] completed=625100 submitted=625171 kept=2985960 rejected=104936 last=keep reason=rewritten
+[llm clean] completed=625200 submitted=625271 kept=2986057 rejected=104939 last=keep reason=rewritten
+[llm clean] completed=625300 submitted=625371 kept=2986156 rejected=104940 last=keep reason=rewritten
+[llm clean] completed=625400 submitted=625471 kept=2986252 rejected=104944 last=keep reason=rewritten
+[llm clean] completed=625500 submitted=625571 kept=2986348 rejected=104948 last=keep reason=rewritten
+[llm clean] completed=625600 submitted=625671 kept=2986442 rejected=104954 last=keep reason=rewritten
+[llm clean] completed=625700 submitted=625771 kept=2986542 rejected=104954 last=keep reason=rewritten
+[llm clean] completed=625800 submitted=625871 kept=2986639 rejected=104957 last=keep reason=rewritten
+[llm clean] completed=625900 submitted=625971 kept=2986739 rejected=104957 last=keep reason=rewritten
+[llm clean] completed=626000 submitted=626071 kept=2986834 rejected=104962 last=keep reason=rewritten
+[llm clean] completed=626100 submitted=626171 kept=2986930 rejected=104966 last=keep reason=rewritten
+[llm clean] completed=626200 submitted=626271 kept=2987027 rejected=104969 last=keep reason=rewritten
+[llm clean] completed=626300 submitted=626371 kept=2987123 rejected=104973 last=keep reason=rewritten
+[llm clean] completed=626400 submitted=626471 kept=2987222 rejected=104974 last=keep reason=rewritten
+[llm clean] completed=626500 submitted=626571 kept=2987320 rejected=104976 last=keep reason=rewritten
+[llm clean] completed=626600 submitted=626671 kept=2987419 rejected=104977 last=keep reason=rewritten
+[llm clean] completed=626700 submitted=626771 kept=2987519 rejected=104977 last=keep reason=rewritten
+[llm clean] completed=626800 submitted=626871 kept=2987612 rejected=104984 last=keep reason=rewritten
+[llm clean] completed=626900 submitted=626971 kept=2987711 rejected=104985 last=keep reason=rewritten
+[llm clean] completed=627000 submitted=627071 kept=2987808 rejected=104988 last=keep reason=rewritten
+[llm clean] completed=627100 submitted=627171 kept=2987907 rejected=104989 last=keep reason=rewritten
+[llm clean] completed=627200 submitted=627271 kept=2988001 rejected=104995 last=keep reason=rewritten
+[llm clean] completed=627300 submitted=627371 kept=2988097 rejected=104999 last=keep reason=rewritten
+[llm clean] completed=627400 submitted=627471 kept=2988195 rejected=105001 last=keep reason=rewritten
+[llm clean] completed=627500 submitted=627571 kept=2988293 rejected=105003 last=keep reason=rewritten
+[llm clean] completed=627600 submitted=627671 kept=2988393 rejected=105003 last=keep reason=rewritten
+[llm clean] completed=627700 submitted=627771 kept=2988489 rejected=105007 last=keep reason=rewritten
+[llm clean] completed=627800 submitted=627871 kept=2988584 rejected=105012 last=keep reason=rewritten
+[llm clean] completed=627900 submitted=627971 kept=2988684 rejected=105012 last=keep reason=rewritten
+[llm clean] completed=628000 submitted=628071 kept=2988782 rejected=105014 last=keep reason=rewritten
+[llm clean] completed=628100 submitted=628171 kept=2988879 rejected=105017 last=keep reason=rewritten
+[llm clean] completed=628200 submitted=628271 kept=2988977 rejected=105019 last=keep reason=rewritten
+[llm clean] completed=628300 submitted=628371 kept=2989074 rejected=105022 last=keep reason=rewritten
+[llm clean] completed=628400 submitted=628471 kept=2989173 rejected=105023 last=keep reason=rewritten
+[llm clean] completed=628500 submitted=628571 kept=2989271 rejected=105025 last=keep reason=rewritten
+[llm clean] completed=628600 submitted=628671 kept=2989371 rejected=105025 last=keep reason=rewritten
+[llm clean] completed=628700 submitted=628771 kept=2989468 rejected=105028 last=keep reason=rewritten
+[llm clean] completed=628800 submitted=628871 kept=2989565 rejected=105031 last=keep reason=rewritten
+[llm clean] completed=628900 submitted=628971 kept=2989660 rejected=105036 last=keep reason=rewritten
+[llm clean] completed=629000 submitted=629071 kept=2989760 rejected=105036 last=keep reason=rewritten
+[llm clean] completed=629100 submitted=629171 kept=2989858 rejected=105038 last=keep reason=rewritten
+[llm clean] completed=629200 submitted=629271 kept=2989957 rejected=105039 last=keep reason=rewritten
+[llm clean] completed=629300 submitted=629371 kept=2990057 rejected=105039 last=keep reason=rewritten
+[llm clean] completed=629400 submitted=629471 kept=2990138 rejected=105058 last=keep reason=rewritten
+[llm clean] completed=629500 submitted=629571 kept=2990236 rejected=105060 last=reject reason=The text is a list of song lyrics and quotes without context, functioning as a roster or list of fragments rather than c
+[llm clean] completed=629600 submitted=629671 kept=2990331 rejected=105065 last=keep reason=rewritten
+[llm clean] completed=629700 submitted=629771 kept=2990431 rejected=105065 last=keep reason=rewritten
+[llm clean] completed=629800 submitted=629871 kept=2990530 rejected=105066 last=keep reason=rewritten
+[llm clean] completed=629900 submitted=629971 kept=2990628 rejected=105068 last=keep reason=rewritten
+[llm clean] completed=630000 submitted=630071 kept=2990726 rejected=105070 last=keep reason=rewritten
+[llm clean] completed=630100 submitted=630171 kept=2990825 rejected=105071 last=keep reason=rewritten
+[llm clean] completed=630200 submitted=630271 kept=2990923 rejected=105073 last=keep reason=rewritten
+[llm clean] completed=630300 submitted=630371 kept=2991019 rejected=105077 last=keep reason=rewritten
+[llm clean] completed=630400 submitted=630471 kept=2991116 rejected=105080 last=keep reason=rewritten
+[llm clean] completed=630500 submitted=630571 kept=2991214 rejected=105082 last=keep reason=rewritten
+[llm clean] completed=630600 submitted=630671 kept=2991304 rejected=105092 last=keep reason=rewritten
+[llm clean] completed=630700 submitted=630771 kept=2991391 rejected=105105 last=keep reason=rewritten
+[llm clean] completed=630800 submitted=630871 kept=2991487 rejected=105109 last=keep reason=rewritten
+[llm clean] completed=630900 submitted=630971 kept=2991585 rejected=105111 last=keep reason=rewritten
+[llm clean] completed=631000 submitted=631071 kept=2991682 rejected=105114 last=keep reason=rewritten
+[llm clean] completed=631100 submitted=631171 kept=2991781 rejected=105115 last=keep reason=rewritten
+[llm clean] completed=631200 submitted=631271 kept=2991880 rejected=105116 last=keep reason=rewritten
+[llm clean] completed=631300 submitted=631371 kept=2991977 rejected=105119 last=keep reason=rewritten
+[llm clean] completed=631400 submitted=631470 kept=2992076 rejected=105120 last=keep reason=rewritten
+[llm clean] completed=631500 submitted=631571 kept=2992172 rejected=105124 last=keep reason=rewritten
+[llm clean] completed=631600 submitted=631671 kept=2992271 rejected=105125 last=keep reason=rewritten
+[llm clean] completed=631700 submitted=631771 kept=2992357 rejected=105139 last=keep reason=rewritten
+[llm clean] completed=631800 submitted=631871 kept=2992453 rejected=105143 last=keep reason=rewritten
+[llm clean] completed=631900 submitted=631971 kept=2992552 rejected=105144 last=keep reason=rewritten
+[llm clean] completed=632000 submitted=632071 kept=2992625 rejected=105171 last=keep reason=rewritten
+[llm clean] completed=632100 submitted=632171 kept=2992725 rejected=105171 last=keep reason=rewritten
+[llm clean] completed=632200 submitted=632271 kept=2992824 rejected=105172 last=keep reason=rewritten
+[llm clean] completed=632300 submitted=632371 kept=2992924 rejected=105172 last=keep reason=rewritten
+[llm clean] completed=632400 submitted=632471 kept=2993018 rejected=105178 last=keep reason=rewritten
+[llm clean] completed=632500 submitted=632571 kept=2993117 rejected=105179 last=keep reason=rewritten
+[llm clean] completed=632600 submitted=632671 kept=2993216 rejected=105180 last=keep reason=rewritten
+[llm clean] completed=632700 submitted=632771 kept=2993309 rejected=105187 last=keep reason=rewritten
+[llm clean] completed=632800 submitted=632871 kept=2993404 rejected=105192 last=keep reason=rewritten
+[llm clean] completed=632900 submitted=632971 kept=2993502 rejected=105194 last=keep reason=rewritten
+[llm clean] completed=633000 submitted=633071 kept=2993599 rejected=105197 last=keep reason=rewritten
+[llm clean] completed=633100 submitted=633171 kept=2993697 rejected=105199 last=keep reason=rewritten
+[llm clean] completed=633200 submitted=633271 kept=2993792 rejected=105204 last=keep reason=rewritten
+[llm clean] completed=633300 submitted=633371 kept=2993886 rejected=105210 last=keep reason=rewritten
+[llm clean] completed=633400 submitted=633471 kept=2993983 rejected=105213 last=keep reason=rewritten
+[llm clean] completed=633500 submitted=633570 kept=2994080 rejected=105216 last=keep reason=rewritten
+[llm clean] completed=633600 submitted=633671 kept=2994179 rejected=105217 last=keep reason=rewritten
+[llm clean] completed=633700 submitted=633771 kept=2994277 rejected=105219 last=keep reason=rewritten
+[llm clean] completed=633800 submitted=633871 kept=2994372 rejected=105224 last=keep reason=rewritten
+[llm clean] completed=633900 submitted=633971 kept=2994470 rejected=105226 last=keep reason=rewritten
+[llm clean] completed=634000 submitted=634071 kept=2994566 rejected=105230 last=keep reason=rewritten
+[llm clean] completed=634100 submitted=634171 kept=2994665 rejected=105231 last=keep reason=rewritten
+[llm clean] completed=634200 submitted=634271 kept=2994763 rejected=105233 last=keep reason=rewritten
+[llm clean] completed=634300 submitted=634371 kept=2994863 rejected=105233 last=keep reason=rewritten
+[llm clean] completed=634400 submitted=634471 kept=2994954 rejected=105242 last=keep reason=rewritten
+[llm clean] completed=634500 submitted=634571 kept=2995051 rejected=105245 last=keep reason=rewritten
+[llm clean] completed=634600 submitted=634671 kept=2995147 rejected=105249 last=keep reason=rewritten
+[llm clean] completed=634700 submitted=634771 kept=2995230 rejected=105266 last=keep reason=rewritten
+[llm clean] completed=634800 submitted=634871 kept=2995327 rejected=105269 last=keep reason=rewritten
+[llm clean] completed=634900 submitted=634971 kept=2995421 rejected=105275 last=keep reason=rewritten
+[llm clean] completed=635000 submitted=635071 kept=2995518 rejected=105278 last=keep reason=rewritten
+[llm clean] completed=635100 submitted=635171 kept=2995618 rejected=105278 last=keep reason=rewritten
+[llm clean] completed=635200 submitted=635271 kept=2995716 rejected=105280 last=keep reason=rewritten
+[llm clean] completed=635300 submitted=635371 kept=2995816 rejected=105280 last=keep reason=rewritten
+[llm clean] completed=635400 submitted=635471 kept=2995916 rejected=105280 last=keep reason=rewritten
+[llm clean] completed=635500 submitted=635571 kept=2996012 rejected=105284 last=keep reason=rewritten
+[llm clean] completed=635600 submitted=635671 kept=2996111 rejected=105285 last=keep reason=rewritten
+[llm clean] completed=635700 submitted=635771 kept=2996210 rejected=105286 last=keep reason=rewritten
+[llm clean] completed=635800 submitted=635871 kept=2996309 rejected=105287 last=keep reason=rewritten
+[llm clean] completed=635900 submitted=635971 kept=2996406 rejected=105290 last=keep reason=rewritten
+[llm clean] completed=636000 submitted=636071 kept=2996501 rejected=105295 last=keep reason=rewritten
+[llm clean] completed=636100 submitted=636171 kept=2996585 rejected=105311 last=keep reason=rewritten
+[llm clean] completed=636200 submitted=636271 kept=2996680 rejected=105316 last=reject reason=The text is a meaningless roster of names and military ranks without any coherent narrative or context.
+[llm clean] completed=636300 submitted=636371 kept=2996776 rejected=105320 last=keep reason=rewritten
+[llm clean] completed=636400 submitted=636471 kept=2996873 rejected=105323 last=keep reason=rewritten
+[llm clean] completed=636500 submitted=636571 kept=2996972 rejected=105324 last=keep reason=rewritten
+[llm clean] completed=636600 submitted=636671 kept=2997070 rejected=105326 last=keep reason=rewritten
+[llm clean] completed=636700 submitted=636771 kept=2997163 rejected=105333 last=keep reason=rewritten
+[llm clean] completed=636800 submitted=636871 kept=2997258 rejected=105338 last=keep reason=rewritten
+[llm clean] completed=636900 submitted=636971 kept=2997357 rejected=105339 last=keep reason=rewritten
+[llm clean] completed=637000 submitted=637071 kept=2997456 rejected=105340 last=keep reason=rewritten
+[llm clean] completed=637100 submitted=637171 kept=2997543 rejected=105353 last=keep reason=rewritten
+[llm clean] completed=637200 submitted=637271 kept=2997635 rejected=105361 last=keep reason=rewritten
+[llm clean] completed=637300 submitted=637371 kept=2997734 rejected=105362 last=keep reason=rewritten
+[llm clean] completed=637400 submitted=637471 kept=2997834 rejected=105362 last=keep reason=rewritten
+[llm clean] completed=637500 submitted=637571 kept=2997934 rejected=105362 last=keep reason=rewritten
+[llm clean] completed=637600 submitted=637671 kept=2998034 rejected=105362 last=keep reason=rewritten
+[llm clean] completed=637700 submitted=637771 kept=2998131 rejected=105365 last=keep reason=rewritten
+[llm clean] completed=637800 submitted=637871 kept=2998228 rejected=105368 last=keep reason=rewritten
+[llm clean] completed=637900 submitted=637971 kept=2998321 rejected=105375 last=keep reason=rewritten
+[llm clean] completed=638000 submitted=638071 kept=2998412 rejected=105384 last=keep reason=rewritten
+[llm clean] completed=638100 submitted=638171 kept=2998510 rejected=105386 last=keep reason=rewritten
+[llm clean] completed=638200 submitted=638271 kept=2998610 rejected=105386 last=keep reason=rewritten
+[llm clean] completed=638300 submitted=638371 kept=2998708 rejected=105388 last=keep reason=rewritten
+[llm clean] completed=638400 submitted=638471 kept=2998797 rejected=105399 last=keep reason=rewritten
+[llm clean] completed=638500 submitted=638571 kept=2998897 rejected=105399 last=keep reason=rewritten
+[llm clean] completed=638600 submitted=638670 kept=2998992 rejected=105404 last=keep reason=rewritten
+[llm clean] completed=638700 submitted=638771 kept=2999086 rejected=105410 last=keep reason=rewritten
+[llm clean] completed=638800 submitted=638871 kept=2999183 rejected=105413 last=keep reason=rewritten
+[llm clean] completed=638900 submitted=638971 kept=2999282 rejected=105414 last=keep reason=rewritten
+[llm clean] completed=639000 submitted=639071 kept=2999379 rejected=105417 last=keep reason=rewritten
+[llm clean] completed=639100 submitted=639171 kept=2999472 rejected=105424 last=keep reason=rewritten
+[llm clean] completed=639200 submitted=639271 kept=2999571 rejected=105425 last=keep reason=rewritten
+[llm clean] completed=639300 submitted=639371 kept=2999667 rejected=105429 last=keep reason=rewritten
+[llm clean] completed=639400 submitted=639471 kept=2999767 rejected=105429 last=keep reason=rewritten
+[llm clean] completed=639500 submitted=639571 kept=2999867 rejected=105429 last=keep reason=rewritten
+[llm clean] completed=639600 submitted=639671 kept=2999964 rejected=105432 last=keep reason=rewritten
+[llm clean] completed=639700 submitted=639771 kept=3000062 rejected=105434 last=keep reason=rewritten
+[llm clean] completed=639800 submitted=639871 kept=3000161 rejected=105435 last=keep reason=rewritten
+[llm clean] completed=639900 submitted=639971 kept=3000260 rejected=105436 last=keep reason=rewritten
+[llm clean] completed=640000 submitted=640071 kept=3000357 rejected=105439 last=keep reason=rewritten
+[llm clean] completed=640100 submitted=640171 kept=3000456 rejected=105440 last=keep reason=rewritten
+[llm clean] completed=640200 submitted=640271 kept=3000554 rejected=105442 last=keep reason=rewritten
+[llm clean] completed=640300 submitted=640371 kept=3000654 rejected=105442 last=keep reason=rewritten
+[llm clean] completed=640400 submitted=640471 kept=3000750 rejected=105446 last=keep reason=rewritten
+[llm clean] completed=640500 submitted=640571 kept=3000848 rejected=105448 last=keep reason=rewritten
+[llm clean] completed=640600 submitted=640671 kept=3000919 rejected=105477 last=reject reason=The text is a collection of unrelated, fragmented newspaper headlines, short advertisements, and metadata snippets (e.g.
+[llm clean] completed=640700 submitted=640771 kept=3001017 rejected=105479 last=keep reason=rewritten
+[llm clean] completed=640800 submitted=640871 kept=3001112 rejected=105484 last=keep reason=rewritten
+[llm clean] completed=640900 submitted=640971 kept=3001210 rejected=105486 last=keep reason=rewritten
+[llm clean] completed=641000 submitted=641071 kept=3001308 rejected=105488 last=keep reason=rewritten
+[llm clean] completed=641100 submitted=641171 kept=3001407 rejected=105489 last=keep reason=rewritten
+[llm clean] completed=641200 submitted=641271 kept=3001505 rejected=105491 last=keep reason=rewritten
+[llm clean] completed=641300 submitted=641371 kept=3001596 rejected=105500 last=keep reason=rewritten
+[llm clean] completed=641400 submitted=641471 kept=3001695 rejected=105501 last=keep reason=rewritten
+[llm clean] completed=641500 submitted=641571 kept=3001793 rejected=105503 last=keep reason=rewritten
+[llm clean] completed=641600 submitted=641671 kept=3001889 rejected=105507 last=keep reason=rewritten
+[llm clean] completed=641700 submitted=641771 kept=3001987 rejected=105509 last=keep reason=rewritten
+[llm clean] completed=641800 submitted=641871 kept=3002087 rejected=105509 last=keep reason=rewritten
+[llm clean] completed=641900 submitted=641971 kept=3002185 rejected=105511 last=keep reason=rewritten
+[llm clean] completed=642000 submitted=642071 kept=3002283 rejected=105513 last=keep reason=rewritten
+[llm clean] completed=642100 submitted=642171 kept=3002381 rejected=105515 last=keep reason=rewritten
+[llm clean] completed=642200 submitted=642271 kept=3002480 rejected=105516 last=keep reason=rewritten
+[llm clean] completed=642300 submitted=642371 kept=3002578 rejected=105518 last=keep reason=rewritten
+[llm clean] completed=642400 submitted=642471 kept=3002673 rejected=105523 last=keep reason=rewritten
+[llm clean] completed=642500 submitted=642571 kept=3002771 rejected=105525 last=keep reason=rewritten
+[llm clean] completed=642600 submitted=642671 kept=3002870 rejected=105526 last=keep reason=rewritten
+[llm clean] completed=642700 submitted=642771 kept=3002967 rejected=105529 last=keep reason=rewritten
+[llm clean] completed=642800 submitted=642871 kept=3003066 rejected=105530 last=keep reason=rewritten
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+[llm clean] completed=643800 submitted=643871 kept=3004036 rejected=105560 last=reject reason=The text consists of a list of references, titles, and navigation links without coherent prose or meaningful context.
+[llm clean] completed=643900 submitted=643971 kept=3004136 rejected=105560 last=keep reason=rewritten
+[llm clean] completed=644000 submitted=644071 kept=3004227 rejected=105569 last=keep reason=rewritten
+[llm clean] completed=644100 submitted=644171 kept=3004324 rejected=105572 last=reject reason=The text is a roster of names, titles, and academic departments without meaningful prose or context.
+[llm clean] completed=644200 submitted=644271 kept=3004422 rejected=105574 last=keep reason=rewritten
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+[llm clean] completed=647600 submitted=647671 kept=3007728 rejected=105668 last=keep reason=rewritten
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+[llm clean] completed=648200 submitted=648271 kept=3008301 rejected=105695 last=keep reason=rewritten
+[llm clean] completed=648300 submitted=648371 kept=3008387 rejected=105709 last=reject reason=The text is a fragment of PowerShell script code, not coherent article-style prose. It contains code snippets, variable 
+[llm clean] completed=648400 submitted=648471 kept=3008478 rejected=105718 last=keep reason=rewritten
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+[llm clean] completed=651300 submitted=651371 kept=3011303 rejected=105793 last=keep reason=rewritten
+[llm clean] completed=651400 submitted=651471 kept=3011399 rejected=105797 last=keep reason=rewritten
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+[llm clean] completed=652000 submitted=652071 kept=3011986 rejected=105810 last=keep reason=rewritten
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+[llm clean] completed=652200 submitted=652271 kept=3012177 rejected=105819 last=keep reason=rewritten
+[llm clean] completed=652300 submitted=652371 kept=3012274 rejected=105822 last=keep reason=rewritten
+[llm clean] completed=652400 submitted=652471 kept=3012374 rejected=105822 last=keep reason=rewritten
+[llm clean] completed=652500 submitted=652571 kept=3012438 rejected=105858 last=keep reason=rewritten
+[llm clean] completed=652600 submitted=652671 kept=3012536 rejected=105860 last=keep reason=rewritten
+[llm clean] completed=652700 submitted=652771 kept=3012634 rejected=105862 last=keep reason=rewritten
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+[llm clean] completed=653000 submitted=653071 kept=3012925 rejected=105871 last=keep reason=rewritten
+[llm clean] completed=653100 submitted=653171 kept=3013012 rejected=105884 last=keep reason=rewritten
+[llm clean] completed=653200 submitted=653271 kept=3013110 rejected=105886 last=keep reason=rewritten
+[llm clean] completed=653300 submitted=653371 kept=3013206 rejected=105890 last=keep reason=rewritten
+[llm clean] completed=653400 submitted=653471 kept=3013303 rejected=105893 last=keep reason=rewritten
+[llm clean] completed=653500 submitted=653571 kept=3013396 rejected=105900 last=keep reason=rewritten
+[llm clean] completed=653600 submitted=653671 kept=3013494 rejected=105902 last=keep reason=rewritten
+[llm clean] completed=653700 submitted=653771 kept=3013590 rejected=105906 last=keep reason=rewritten
+[llm clean] completed=653800 submitted=653871 kept=3013690 rejected=105906 last=keep reason=rewritten
+[llm clean] completed=653900 submitted=653971 kept=3013788 rejected=105908 last=keep reason=rewritten
+[llm clean] completed=654000 submitted=654071 kept=3013884 rejected=105912 last=keep reason=rewritten
+[llm clean] completed=654100 submitted=654171 kept=3013978 rejected=105918 last=reject reason=The text is a disjointed collection of internet forum comments and replies containing aggressive, incoherent, and highly
+[llm clean] completed=654200 submitted=654271 kept=3014071 rejected=105925 last=keep reason=rewritten
+[llm clean] completed=654300 submitted=654371 kept=3014171 rejected=105925 last=keep reason=rewritten
+[llm clean] completed=654400 submitted=654471 kept=3014268 rejected=105928 last=keep reason=rewritten
+[llm clean] completed=654500 submitted=654571 kept=3014366 rejected=105930 last=keep reason=rewritten
+[llm clean] completed=654600 submitted=654671 kept=3014461 rejected=105935 last=keep reason=rewritten
+[llm clean] completed=654700 submitted=654771 kept=3014559 rejected=105937 last=keep reason=rewritten
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+[llm clean] completed=654900 submitted=654971 kept=3014758 rejected=105938 last=keep reason=rewritten
+[llm clean] completed=655000 submitted=655071 kept=3014854 rejected=105942 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=655700 submitted=655771 kept=3015531 rejected=105965 last=keep reason=rewritten
+[llm clean] completed=655800 submitted=655871 kept=3015629 rejected=105967 last=keep reason=rewritten
+[llm clean] completed=655900 submitted=655971 kept=3015726 rejected=105970 last=keep reason=rewritten
+[llm clean] completed=656000 submitted=656071 kept=3015823 rejected=105973 last=keep reason=rewritten
+[llm clean] completed=656100 submitted=656171 kept=3015917 rejected=105979 last=keep reason=rewritten
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+[llm clean] completed=656500 submitted=656571 kept=3016312 rejected=105984 last=keep reason=rewritten
+[llm clean] completed=656600 submitted=656671 kept=3016411 rejected=105985 last=keep reason=rewritten
+[llm clean] completed=656700 submitted=656771 kept=3016508 rejected=105988 last=keep reason=rewritten
+[llm clean] completed=656800 submitted=656871 kept=3016604 rejected=105992 last=keep reason=rewritten
+[llm clean] completed=656900 submitted=656971 kept=3016698 rejected=105998 last=keep reason=rewritten
+[llm clean] completed=657000 submitted=657071 kept=3016795 rejected=106001 last=keep reason=rewritten
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+[llm clean] completed=657500 submitted=657571 kept=3017273 rejected=106023 last=keep reason=rewritten
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+[llm clean] completed=657700 submitted=657771 kept=3017467 rejected=106029 last=keep reason=rewritten
+[llm clean] completed=657800 submitted=657871 kept=3017565 rejected=106031 last=keep reason=rewritten
+[llm clean] completed=657900 submitted=657971 kept=3017660 rejected=106036 last=keep reason=rewritten
+[llm clean] completed=658000 submitted=658071 kept=3017755 rejected=106041 last=keep reason=rewritten
+[llm clean] completed=658100 submitted=658171 kept=3017851 rejected=106045 last=keep reason=rewritten
+[llm clean] completed=658200 submitted=658271 kept=3017949 rejected=106047 last=keep reason=rewritten
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+[llm clean] completed=658800 submitted=658871 kept=3018544 rejected=106052 last=keep reason=rewritten
+[llm clean] completed=658900 submitted=658971 kept=3018644 rejected=106052 last=keep reason=rewritten
+[llm clean] completed=659000 submitted=659071 kept=3018742 rejected=106054 last=keep reason=rewritten
+[llm clean] completed=659100 submitted=659171 kept=3018840 rejected=106056 last=keep reason=rewritten
+[llm clean] completed=659200 submitted=659271 kept=3018929 rejected=106067 last=keep reason=rewritten
+[llm clean] completed=659300 submitted=659371 kept=3019026 rejected=106070 last=keep reason=rewritten
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+[llm clean] completed=659600 submitted=659671 kept=3019305 rejected=106091 last=keep reason=rewritten
+[llm clean] completed=659700 submitted=659771 kept=3019404 rejected=106092 last=keep reason=rewritten
+[llm clean] completed=659800 submitted=659871 kept=3019504 rejected=106092 last=keep reason=rewritten
+[llm clean] completed=659900 submitted=659971 kept=3019602 rejected=106094 last=keep reason=rewritten
+[llm clean] completed=660000 submitted=660070 kept=3019700 rejected=106096 last=keep reason=rewritten
+[llm clean] completed=660100 submitted=660171 kept=3019798 rejected=106098 last=keep reason=rewritten
+[llm clean] completed=660200 submitted=660271 kept=3019896 rejected=106100 last=keep reason=rewritten
+[llm clean] completed=660300 submitted=660371 kept=3019995 rejected=106101 last=keep reason=rewritten
+[llm clean] completed=660400 submitted=660471 kept=3020087 rejected=106109 last=keep reason=rewritten
+[llm clean] completed=660500 submitted=660571 kept=3020178 rejected=106118 last=keep reason=rewritten
+[llm clean] completed=660600 submitted=660671 kept=3020275 rejected=106121 last=keep reason=rewritten
+[llm clean] completed=660700 submitted=660771 kept=3020374 rejected=106122 last=keep reason=rewritten
+[llm clean] completed=660800 submitted=660871 kept=3020462 rejected=106134 last=keep reason=rewritten
+[llm clean] completed=660900 submitted=660971 kept=3020561 rejected=106135 last=keep reason=rewritten
+[llm clean] completed=661000 submitted=661071 kept=3020660 rejected=106136 last=keep reason=rewritten
+[llm clean] completed=661100 submitted=661171 kept=3020756 rejected=106140 last=keep reason=rewritten
+[llm clean] completed=661200 submitted=661271 kept=3020856 rejected=106140 last=keep reason=rewritten
+[llm clean] completed=661300 submitted=661371 kept=3020950 rejected=106146 last=keep reason=rewritten
+[llm clean] completed=661400 submitted=661471 kept=3021047 rejected=106149 last=keep reason=rewritten
+[llm clean] completed=661500 submitted=661571 kept=3021146 rejected=106150 last=keep reason=rewritten
+[llm clean] completed=661600 submitted=661671 kept=3021244 rejected=106152 last=keep reason=rewritten
+[llm clean] completed=661700 submitted=661771 kept=3021342 rejected=106154 last=keep reason=rewritten
+[llm clean] completed=661800 submitted=661871 kept=3021442 rejected=106154 last=keep reason=rewritten
+[llm clean] completed=661900 submitted=661971 kept=3021541 rejected=106155 last=keep reason=rewritten
+[llm clean] completed=662000 submitted=662071 kept=3021640 rejected=106156 last=keep reason=rewritten
+[llm clean] completed=662100 submitted=662171 kept=3021737 rejected=106159 last=keep reason=rewritten
+[llm clean] completed=662200 submitted=662271 kept=3021834 rejected=106162 last=keep reason=rewritten
+[llm clean] completed=662300 submitted=662371 kept=3021934 rejected=106162 last=keep reason=rewritten
+[llm clean] completed=662400 submitted=662471 kept=3022032 rejected=106164 last=keep reason=rewritten
+[llm clean] completed=662500 submitted=662571 kept=3022131 rejected=106165 last=keep reason=rewritten
+[llm clean] completed=662600 submitted=662671 kept=3022227 rejected=106169 last=keep reason=rewritten
+[llm clean] completed=662700 submitted=662771 kept=3022326 rejected=106170 last=keep reason=rewritten
+[llm clean] completed=662800 submitted=662871 kept=3022419 rejected=106177 last=keep reason=rewritten
+[llm clean] completed=662900 submitted=662971 kept=3022508 rejected=106188 last=keep reason=rewritten
+[llm clean] completed=663000 submitted=663071 kept=3022604 rejected=106192 last=reject reason=The text is a collection of disjointed, low-quality user comments from a web forum, including insults, off-topic remarks
+[llm clean] completed=663100 submitted=663171 kept=3022701 rejected=106195 last=keep reason=rewritten
+[llm clean] completed=663200 submitted=663271 kept=3022800 rejected=106196 last=keep reason=rewritten
+[llm clean] completed=663300 submitted=663371 kept=3022887 rejected=106209 last=keep reason=rewritten
+[llm clean] completed=663400 submitted=663471 kept=3022984 rejected=106212 last=keep reason=rewritten
+[llm clean] completed=663500 submitted=663571 kept=3023081 rejected=106215 last=keep reason=rewritten
+[llm clean] completed=663600 submitted=663671 kept=3023177 rejected=106219 last=keep reason=rewritten
+[llm clean] completed=663700 submitted=663771 kept=3023276 rejected=106220 last=keep reason=rewritten
+[llm clean] completed=663800 submitted=663871 kept=3023372 rejected=106224 last=keep reason=rewritten
+[llm clean] completed=663900 submitted=663971 kept=3023469 rejected=106227 last=keep reason=rewritten
+[llm clean] completed=664000 submitted=664071 kept=3023566 rejected=106230 last=keep reason=rewritten
+[llm clean] completed=664100 submitted=664171 kept=3023664 rejected=106232 last=keep reason=rewritten
+[llm clean] completed=664200 submitted=664271 kept=3023763 rejected=106233 last=keep reason=rewritten
+[llm clean] completed=664300 submitted=664371 kept=3023860 rejected=106236 last=keep reason=rewritten
+[llm clean] completed=664400 submitted=664471 kept=3023958 rejected=106238 last=keep reason=rewritten
+[llm clean] completed=664500 submitted=664571 kept=3024052 rejected=106244 last=keep reason=rewritten
+[llm clean] completed=664600 submitted=664671 kept=3024150 rejected=106246 last=keep reason=rewritten
+[llm clean] completed=664700 submitted=664771 kept=3024249 rejected=106247 last=keep reason=rewritten
+[llm clean] completed=664800 submitted=664871 kept=3024342 rejected=106254 last=keep reason=rewritten
+[llm clean] completed=664900 submitted=664971 kept=3024440 rejected=106256 last=keep reason=rewritten
+[llm clean] completed=665000 submitted=665071 kept=3024539 rejected=106257 last=keep reason=rewritten
+[llm clean] completed=665100 submitted=665171 kept=3024637 rejected=106259 last=keep reason=rewritten
+[llm clean] completed=665200 submitted=665271 kept=3024735 rejected=106261 last=reject reason=The text is a standard legal disclaimer and forward-looking statements boilerplate from a press release, lacking substan
+[llm clean] completed=665300 submitted=665371 kept=3024833 rejected=106263 last=keep reason=rewritten
+[llm clean] completed=665400 submitted=665471 kept=3024932 rejected=106264 last=keep reason=rewritten
+[llm clean] completed=665500 submitted=665571 kept=3025026 rejected=106270 last=keep reason=rewritten
+[llm clean] completed=665600 submitted=665671 kept=3025125 rejected=106271 last=keep reason=rewritten
+[llm clean] completed=665700 submitted=665771 kept=3025224 rejected=106272 last=keep reason=rewritten
+[llm clean] completed=665800 submitted=665871 kept=3025323 rejected=106273 last=keep reason=rewritten
+[llm clean] completed=665900 submitted=665971 kept=3025423 rejected=106273 last=keep reason=rewritten
+[llm clean] completed=666000 submitted=666071 kept=3025521 rejected=106275 last=keep reason=rewritten
+[llm clean] completed=666100 submitted=666171 kept=3025614 rejected=106282 last=keep reason=rewritten
+[llm clean] completed=666200 submitted=666271 kept=3025707 rejected=106289 last=keep reason=rewritten
+[llm clean] completed=666300 submitted=666371 kept=3025800 rejected=106296 last=keep reason=rewritten
+[llm clean] completed=666400 submitted=666471 kept=3025898 rejected=106298 last=keep reason=rewritten
+[llm clean] completed=666500 submitted=666571 kept=3025988 rejected=106308 last=keep reason=rewritten
+[llm clean] completed=666600 submitted=666671 kept=3026087 rejected=106309 last=keep reason=rewritten
+[llm clean] completed=666700 submitted=666771 kept=3026184 rejected=106312 last=keep reason=rewritten
+[llm clean] completed=666800 submitted=666871 kept=3026278 rejected=106318 last=keep reason=rewritten
+[llm clean] completed=666900 submitted=666970 kept=3026371 rejected=106325 last=keep reason=rewritten
+[llm clean] completed=667000 submitted=667071 kept=3026463 rejected=106333 last=keep reason=rewritten
+[llm clean] completed=667100 submitted=667171 kept=3026563 rejected=106333 last=keep reason=rewritten
+[llm clean] completed=667200 submitted=667271 kept=3026660 rejected=106336 last=keep reason=rewritten
+[llm clean] completed=667300 submitted=667371 kept=3026758 rejected=106338 last=keep reason=rewritten
+[llm clean] completed=667400 submitted=667471 kept=3026850 rejected=106346 last=keep reason=rewritten
+[llm clean] completed=667500 submitted=667571 kept=3026943 rejected=106353 last=keep reason=rewritten
+[llm clean] completed=667600 submitted=667671 kept=3027039 rejected=106357 last=keep reason=rewritten
+[llm clean] completed=667700 submitted=667771 kept=3027136 rejected=106360 last=keep reason=rewritten
+[llm clean] completed=667800 submitted=667871 kept=3027233 rejected=106363 last=keep reason=rewritten
+[llm clean] completed=667900 submitted=667971 kept=3027330 rejected=106366 last=keep reason=rewritten
+[llm clean] completed=668000 submitted=668071 kept=3027426 rejected=106370 last=keep reason=rewritten
+[llm clean] completed=668100 submitted=668171 kept=3027521 rejected=106375 last=keep reason=rewritten
+[llm clean] completed=668200 submitted=668271 kept=3027620 rejected=106376 last=reject reason=The text is a list of trivia clues and answers (likely from a game or puzzle) with no coherent narrative or article-styl
+[llm clean] completed=668300 submitted=668371 kept=3027720 rejected=106376 last=keep reason=rewritten
+[llm clean] completed=668400 submitted=668471 kept=3027819 rejected=106377 last=keep reason=rewritten
+[llm clean] completed=668500 submitted=668571 kept=3027914 rejected=106382 last=keep reason=rewritten
+[llm clean] completed=668600 submitted=668671 kept=3028009 rejected=106387 last=keep reason=rewritten
+[llm clean] completed=668700 submitted=668771 kept=3028108 rejected=106388 last=keep reason=rewritten
+[llm clean] completed=668800 submitted=668871 kept=3028207 rejected=106389 last=keep reason=rewritten
+[llm clean] completed=668900 submitted=668971 kept=3028294 rejected=106402 last=keep reason=rewritten
+[llm clean] completed=669000 submitted=669071 kept=3028391 rejected=106405 last=keep reason=rewritten
+[llm clean] completed=669100 submitted=669171 kept=3028487 rejected=106409 last=reject reason=The text is a satirical parody (likely from The Onion) containing absurd claims, fictional operations, and nonsensical d
+[llm clean] completed=669200 submitted=669271 kept=3028584 rejected=106412 last=keep reason=rewritten
+[llm clean] completed=669300 submitted=669371 kept=3028684 rejected=106412 last=keep reason=rewritten
+[llm clean] completed=669400 submitted=669471 kept=3028783 rejected=106413 last=keep reason=rewritten
+[llm clean] completed=669500 submitted=669571 kept=3028880 rejected=106416 last=keep reason=rewritten
+[llm clean] completed=669600 submitted=669671 kept=3028978 rejected=106418 last=keep reason=rewritten
+[llm clean] completed=669700 submitted=669771 kept=3029075 rejected=106421 last=keep reason=rewritten
+[llm clean] completed=669800 submitted=669871 kept=3029174 rejected=106422 last=keep reason=rewritten
+[llm clean] completed=669900 submitted=669971 kept=3029270 rejected=106426 last=keep reason=rewritten
+[llm clean] completed=670000 submitted=670071 kept=3029364 rejected=106432 last=keep reason=rewritten
+[llm clean] completed=670100 submitted=670171 kept=3029458 rejected=106438 last=keep reason=rewritten
+[llm clean] completed=670200 submitted=670271 kept=3029558 rejected=106438 last=keep reason=rewritten
+[llm clean] completed=670300 submitted=670371 kept=3029654 rejected=106442 last=keep reason=rewritten
+[llm clean] completed=670400 submitted=670471 kept=3029754 rejected=106442 last=keep reason=rewritten
+[llm clean] completed=670500 submitted=670571 kept=3029854 rejected=106442 last=keep reason=rewritten
+[llm clean] completed=670600 submitted=670671 kept=3029952 rejected=106444 last=keep reason=rewritten
+[llm clean] completed=670700 submitted=670771 kept=3030050 rejected=106446 last=keep reason=rewritten
+[llm clean] completed=670800 submitted=670871 kept=3030144 rejected=106452 last=keep reason=clean_no_rewrite
+[llm clean] completed=670900 submitted=670971 kept=3030224 rejected=106472 last=keep reason=rewritten
+[llm clean] completed=671000 submitted=671071 kept=3030322 rejected=106474 last=keep reason=rewritten
+[llm clean] completed=671100 submitted=671171 kept=3030417 rejected=106479 last=keep reason=rewritten
+[llm clean] completed=671200 submitted=671271 kept=3030515 rejected=106481 last=keep reason=rewritten
+[llm clean] completed=671300 submitted=671371 kept=3030615 rejected=106481 last=keep reason=rewritten
+[llm clean] completed=671400 submitted=671471 kept=3030710 rejected=106486 last=keep reason=rewritten
+[llm clean] completed=671500 submitted=671571 kept=3030810 rejected=106486 last=keep reason=rewritten
+[llm clean] completed=671600 submitted=671671 kept=3030908 rejected=106488 last=keep reason=rewritten
+[llm clean] completed=671700 submitted=671771 kept=3031005 rejected=106491 last=keep reason=rewritten
+[llm clean] completed=671800 submitted=671870 kept=3031104 rejected=106492 last=keep reason=rewritten
+[llm clean] completed=671900 submitted=671971 kept=3031202 rejected=106494 last=keep reason=rewritten
+[llm clean] completed=672000 submitted=672071 kept=3031299 rejected=106497 last=keep reason=rewritten
+[llm clean] completed=672100 submitted=672171 kept=3031396 rejected=106500 last=keep reason=rewritten
+[llm clean] completed=672200 submitted=672271 kept=3031479 rejected=106517 last=reject reason=The text is a list of award nominations and credits (titles, networks, production companies, and personnel) without cohe
+[llm clean] completed=672300 submitted=672371 kept=3031565 rejected=106531 last=keep reason=rewritten
+[llm clean] completed=672400 submitted=672471 kept=3031638 rejected=106558 last=keep reason=rewritten
+[llm clean] completed=672500 submitted=672571 kept=3031736 rejected=106560 last=keep reason=rewritten
+[llm clean] completed=672600 submitted=672671 kept=3031829 rejected=106567 last=keep reason=rewritten
+[llm clean] completed=672700 submitted=672771 kept=3031925 rejected=106571 last=keep reason=rewritten
+[llm clean] completed=672800 submitted=672871 kept=3032025 rejected=106571 last=keep reason=rewritten
+[llm clean] completed=672900 submitted=672971 kept=3032123 rejected=106573 last=keep reason=rewritten
+[llm clean] completed=673000 submitted=673071 kept=3032222 rejected=106574 last=keep reason=rewritten
+[llm clean] completed=673100 submitted=673171 kept=3032321 rejected=106575 last=keep reason=rewritten
+[llm clean] completed=673200 submitted=673271 kept=3032419 rejected=106577 last=keep reason=rewritten
+[llm clean] completed=673300 submitted=673371 kept=3032516 rejected=106580 last=keep reason=rewritten
+[llm clean] completed=673400 submitted=673471 kept=3032615 rejected=106581 last=keep reason=rewritten
+[llm clean] completed=673500 submitted=673571 kept=3032702 rejected=106594 last=keep reason=rewritten
+[llm clean] completed=673600 submitted=673671 kept=3032798 rejected=106598 last=keep reason=rewritten
+[llm clean] completed=673700 submitted=673771 kept=3032893 rejected=106603 last=keep reason=rewritten
+[llm clean] completed=673800 submitted=673871 kept=3032972 rejected=106624 last=keep reason=rewritten
+[llm clean] completed=673900 submitted=673971 kept=3033072 rejected=106624 last=keep reason=rewritten
+[llm clean] completed=674000 submitted=674071 kept=3033172 rejected=106624 last=keep reason=rewritten
+[llm clean] completed=674100 submitted=674171 kept=3033269 rejected=106627 last=keep reason=rewritten
+[llm clean] completed=674200 submitted=674271 kept=3033364 rejected=106632 last=keep reason=rewritten
+[llm clean] completed=674300 submitted=674371 kept=3033460 rejected=106636 last=keep reason=rewritten
+[llm clean] completed=674400 submitted=674471 kept=3033553 rejected=106643 last=keep reason=rewritten
+[llm clean] completed=674500 submitted=674571 kept=3033652 rejected=106644 last=keep reason=rewritten
+[llm clean] completed=674600 submitted=674671 kept=3033740 rejected=106656 last=keep reason=rewritten
+[llm clean] completed=674700 submitted=674771 kept=3033839 rejected=106657 last=keep reason=rewritten
+[llm clean] completed=674800 submitted=674871 kept=3033933 rejected=106663 last=keep reason=rewritten
+[llm clean] completed=674900 submitted=674971 kept=3034029 rejected=106667 last=keep reason=rewritten
+[llm clean] completed=675000 submitted=675071 kept=3034123 rejected=106673 last=reject reason=The text is a collection of forum comments and metadata (usernames, timestamps, @mentions) discussing a movie franchise.
+[llm clean] completed=675100 submitted=675171 kept=3034222 rejected=106674 last=keep reason=rewritten
+[llm clean] completed=675200 submitted=675271 kept=3034320 rejected=106676 last=keep reason=rewritten
+[llm clean] completed=675300 submitted=675371 kept=3034420 rejected=106676 last=keep reason=rewritten
+[llm clean] completed=675400 submitted=675471 kept=3034517 rejected=106679 last=keep reason=rewritten
+[llm clean] completed=675500 submitted=675571 kept=3034615 rejected=106681 last=keep reason=rewritten
+[llm clean] completed=675600 submitted=675671 kept=3034702 rejected=106694 last=keep reason=rewritten
+[llm clean] completed=675700 submitted=675771 kept=3034802 rejected=106694 last=keep reason=rewritten
+[llm clean] completed=675800 submitted=675871 kept=3034901 rejected=106695 last=keep reason=rewritten
+[llm clean] completed=675900 submitted=675971 kept=3035000 rejected=106696 last=keep reason=rewritten
+[llm clean] completed=676000 submitted=676071 kept=3035099 rejected=106697 last=keep reason=rewritten
+[llm clean] completed=676100 submitted=676171 kept=3035198 rejected=106698 last=keep reason=rewritten
+[llm clean] completed=676200 submitted=676271 kept=3035296 rejected=106700 last=keep reason=rewritten
+[llm clean] completed=676300 submitted=676371 kept=3035393 rejected=106703 last=keep reason=rewritten
+[llm clean] completed=676400 submitted=676471 kept=3035491 rejected=106705 last=keep reason=rewritten
+[llm clean] completed=676500 submitted=676571 kept=3035589 rejected=106707 last=keep reason=rewritten
+[llm clean] completed=676600 submitted=676671 kept=3035682 rejected=106714 last=keep reason=rewritten
+[llm clean] completed=676700 submitted=676771 kept=3035776 rejected=106720 last=keep reason=rewritten
+[llm clean] completed=676800 submitted=676871 kept=3035874 rejected=106722 last=keep reason=rewritten
+[llm clean] completed=676900 submitted=676971 kept=3035968 rejected=106728 last=keep reason=rewritten
+[llm clean] completed=677000 submitted=677071 kept=3036068 rejected=106728 last=keep reason=rewritten
+[llm clean] completed=677100 submitted=677171 kept=3036166 rejected=106730 last=keep reason=rewritten
+[llm clean] completed=677200 submitted=677271 kept=3036265 rejected=106731 last=keep reason=rewritten
+[llm clean] completed=677300 submitted=677371 kept=3036362 rejected=106734 last=keep reason=rewritten
+[llm clean] completed=677400 submitted=677471 kept=3036462 rejected=106734 last=keep reason=rewritten
+[llm clean] completed=677500 submitted=677571 kept=3036560 rejected=106736 last=keep reason=rewritten
+[llm clean] completed=677600 submitted=677671 kept=3036658 rejected=106738 last=keep reason=rewritten
+[llm clean] completed=677700 submitted=677771 kept=3036755 rejected=106741 last=keep reason=rewritten
+[llm clean] completed=677800 submitted=677871 kept=3036853 rejected=106743 last=keep reason=rewritten
+[llm clean] completed=677900 submitted=677971 kept=3036950 rejected=106746 last=keep reason=rewritten
+[llm clean] completed=678000 submitted=678071 kept=3037038 rejected=106758 last=keep reason=rewritten
+[llm clean] completed=678100 submitted=678171 kept=3037130 rejected=106766 last=keep reason=rewritten
+[llm clean] completed=678200 submitted=678271 kept=3037226 rejected=106770 last=keep reason=rewritten
+[llm clean] completed=678300 submitted=678371 kept=3037314 rejected=106782 last=keep reason=rewritten
+[llm clean] completed=678400 submitted=678471 kept=3037413 rejected=106783 last=keep reason=rewritten
+[llm clean] completed=678500 submitted=678571 kept=3037513 rejected=106783 last=keep reason=rewritten
+[llm clean] completed=678600 submitted=678671 kept=3037590 rejected=106806 last=keep reason=rewritten
+[llm clean] completed=678700 submitted=678771 kept=3037688 rejected=106808 last=keep reason=rewritten
+[llm clean] completed=678800 submitted=678871 kept=3037784 rejected=106812 last=keep reason=rewritten
+[llm clean] completed=678900 submitted=678971 kept=3037883 rejected=106813 last=keep reason=rewritten
+[llm clean] completed=679000 submitted=679071 kept=3037975 rejected=106821 last=keep reason=rewritten
+[llm clean] completed=679100 submitted=679171 kept=3038068 rejected=106828 last=keep reason=rewritten
+[llm clean] completed=679200 submitted=679271 kept=3038164 rejected=106832 last=keep reason=rewritten
+[llm clean] completed=679300 submitted=679371 kept=3038253 rejected=106843 last=keep reason=rewritten
+[llm clean] completed=679400 submitted=679471 kept=3038349 rejected=106847 last=keep reason=rewritten
+[llm clean] completed=679500 submitted=679571 kept=3038449 rejected=106847 last=keep reason=rewritten
+[llm clean] completed=679600 submitted=679671 kept=3038545 rejected=106851 last=keep reason=rewritten
+[llm clean] completed=679700 submitted=679771 kept=3038629 rejected=106867 last=keep reason=rewritten
+[llm clean] completed=679800 submitted=679871 kept=3038727 rejected=106869 last=keep reason=rewritten
+[llm clean] completed=679900 submitted=679971 kept=3038826 rejected=106870 last=keep reason=rewritten
+[llm clean] completed=680000 submitted=680071 kept=3038925 rejected=106871 last=keep reason=rewritten
+[llm clean] completed=680100 submitted=680171 kept=3039025 rejected=106871 last=keep reason=rewritten
+[llm clean] completed=680200 submitted=680271 kept=3039125 rejected=106871 last=keep reason=rewritten
+[llm clean] completed=680300 submitted=680371 kept=3039221 rejected=106875 last=keep reason=rewritten
+[llm clean] completed=680400 submitted=680471 kept=3039321 rejected=106875 last=keep reason=rewritten
+[llm clean] completed=680500 submitted=680571 kept=3039417 rejected=106879 last=keep reason=rewritten
+[llm clean] completed=680600 submitted=680671 kept=3039516 rejected=106880 last=keep reason=rewritten
+[llm clean] completed=680700 submitted=680771 kept=3039613 rejected=106883 last=keep reason=rewritten
+[llm clean] completed=680800 submitted=680871 kept=3039705 rejected=106891 last=keep reason=rewritten
+[llm clean] completed=680900 submitted=680971 kept=3039801 rejected=106895 last=keep reason=rewritten
+[llm clean] completed=681000 submitted=681071 kept=3039877 rejected=106919 last=keep reason=rewritten
+[llm clean] completed=681100 submitted=681171 kept=3039974 rejected=106922 last=reject reason=The text is a roster/list of names and team rankings without meaningful context or article-style prose structure.
+[llm clean] completed=681200 submitted=681271 kept=3040070 rejected=106926 last=keep reason=rewritten
+[llm clean] completed=681300 submitted=681371 kept=3040167 rejected=106929 last=keep reason=rewritten
+[llm clean] completed=681400 submitted=681471 kept=3040265 rejected=106931 last=keep reason=rewritten
+[llm clean] completed=681500 submitted=681571 kept=3040364 rejected=106932 last=keep reason=rewritten
+[llm clean] completed=681600 submitted=681671 kept=3040458 rejected=106938 last=keep reason=rewritten
+[llm clean] completed=681700 submitted=681771 kept=3040555 rejected=106941 last=keep reason=rewritten
+[llm clean] completed=681800 submitted=681871 kept=3040650 rejected=106946 last=keep reason=rewritten
+[llm clean] completed=681900 submitted=681971 kept=3040746 rejected=106950 last=keep reason=rewritten
+[llm clean] completed=682000 submitted=682071 kept=3040843 rejected=106953 last=keep reason=rewritten
+[llm clean] completed=682100 submitted=682171 kept=3040942 rejected=106954 last=keep reason=rewritten
+[llm clean] completed=682200 submitted=682271 kept=3041041 rejected=106955 last=keep reason=rewritten
+[llm clean] completed=682300 submitted=682371 kept=3041137 rejected=106959 last=keep reason=rewritten
+[llm clean] completed=682400 submitted=682471 kept=3041234 rejected=106962 last=keep reason=rewritten
+[llm clean] completed=682500 submitted=682571 kept=3041332 rejected=106964 last=keep reason=rewritten
+[llm clean] completed=682600 submitted=682671 kept=3041429 rejected=106967 last=keep reason=rewritten
+[llm clean] completed=682700 submitted=682771 kept=3041524 rejected=106972 last=reject reason=The text is a coherent but highly toxic, conspiratorial, and hateful rant containing antisemitic tropes, conspiracy theo
+[llm clean] completed=682800 submitted=682871 kept=3041623 rejected=106973 last=keep reason=rewritten
+[llm clean] completed=682900 submitted=682971 kept=3041719 rejected=106977 last=reject reason=The text is a list of promotional quotes and endorsements without surrounding context or narrative structure, making it 
+[llm clean] completed=683000 submitted=683071 kept=3041816 rejected=106980 last=keep reason=rewritten
+[llm clean] completed=683100 submitted=683171 kept=3041908 rejected=106988 last=keep reason=rewritten
+[llm clean] completed=683200 submitted=683271 kept=3042007 rejected=106989 last=keep reason=rewritten
+[llm clean] completed=683300 submitted=683371 kept=3042107 rejected=106989 last=keep reason=rewritten
+[llm clean] completed=683400 submitted=683471 kept=3042203 rejected=106993 last=keep reason=rewritten
+[llm clean] completed=683500 submitted=683571 kept=3042300 rejected=106996 last=keep reason=rewritten
+[llm clean] completed=683600 submitted=683671 kept=3042399 rejected=106997 last=keep reason=rewritten
+[llm clean] completed=683700 submitted=683771 kept=3042493 rejected=107003 last=keep reason=rewritten
+[llm clean] completed=683800 submitted=683871 kept=3042592 rejected=107004 last=keep reason=rewritten
+[llm clean] completed=683900 submitted=683971 kept=3042692 rejected=107004 last=keep reason=rewritten
+[llm clean] completed=684000 submitted=684071 kept=3042790 rejected=107006 last=keep reason=rewritten
+[llm clean] completed=684100 submitted=684171 kept=3042889 rejected=107007 last=keep reason=rewritten
+[llm clean] completed=684200 submitted=684271 kept=3042987 rejected=107009 last=keep reason=rewritten
+[llm clean] completed=684300 submitted=684371 kept=3043085 rejected=107011 last=keep reason=rewritten
+[llm clean] completed=684400 submitted=684471 kept=3043181 rejected=107015 last=keep reason=rewritten
+[llm clean] completed=684500 submitted=684571 kept=3043276 rejected=107020 last=keep reason=rewritten
+[llm clean] completed=684600 submitted=684671 kept=3043373 rejected=107023 last=keep reason=rewritten
+[llm clean] completed=684700 submitted=684771 kept=3043472 rejected=107024 last=keep reason=rewritten
+[llm clean] completed=684800 submitted=684871 kept=3043571 rejected=107025 last=keep reason=rewritten
+[llm clean] completed=684900 submitted=684971 kept=3043670 rejected=107026 last=keep reason=rewritten
+[llm clean] completed=685000 submitted=685071 kept=3043768 rejected=107028 last=keep reason=rewritten
+[llm clean] completed=685100 submitted=685171 kept=3043868 rejected=107028 last=keep reason=rewritten
+[llm clean] completed=685200 submitted=685271 kept=3043965 rejected=107031 last=keep reason=rewritten
+[llm clean] completed=685300 submitted=685371 kept=3044062 rejected=107034 last=keep reason=rewritten
+[llm clean] completed=685400 submitted=685471 kept=3044161 rejected=107035 last=keep reason=rewritten
+[llm clean] completed=685500 submitted=685571 kept=3044260 rejected=107036 last=keep reason=rewritten
+[llm clean] completed=685600 submitted=685671 kept=3044358 rejected=107038 last=keep reason=rewritten
+[llm clean] completed=685700 submitted=685771 kept=3044458 rejected=107038 last=keep reason=rewritten
+[llm clean] completed=685800 submitted=685871 kept=3044558 rejected=107038 last=keep reason=rewritten
+[llm clean] completed=685900 submitted=685971 kept=3044656 rejected=107040 last=keep reason=rewritten
+[llm clean] completed=686000 submitted=686071 kept=3044755 rejected=107041 last=keep reason=rewritten
+[llm clean] completed=686100 submitted=686171 kept=3044850 rejected=107046 last=keep reason=rewritten
+[llm clean] completed=686200 submitted=686271 kept=3044943 rejected=107053 last=keep reason=rewritten
+[llm clean] completed=686300 submitted=686371 kept=3045041 rejected=107055 last=keep reason=rewritten
+[llm clean] completed=686400 submitted=686471 kept=3045137 rejected=107059 last=keep reason=rewritten
+[llm clean] completed=686500 submitted=686571 kept=3045234 rejected=107062 last=keep reason=rewritten
+[llm clean] completed=686600 submitted=686671 kept=3045333 rejected=107063 last=keep reason=rewritten
+[llm clean] completed=686700 submitted=686771 kept=3045432 rejected=107064 last=keep reason=rewritten
+[llm clean] completed=686800 submitted=686871 kept=3045531 rejected=107065 last=keep reason=rewritten
+[llm clean] completed=686900 submitted=686971 kept=3045629 rejected=107067 last=keep reason=rewritten
+[llm clean] completed=687000 submitted=687071 kept=3045727 rejected=107069 last=keep reason=rewritten
+[llm clean] completed=687100 submitted=687171 kept=3045821 rejected=107075 last=keep reason=rewritten
+[llm clean] completed=687200 submitted=687271 kept=3045918 rejected=107078 last=keep reason=rewritten
+[llm clean] completed=687300 submitted=687371 kept=3046018 rejected=107078 last=keep reason=rewritten
+[llm clean] completed=687400 submitted=687471 kept=3046113 rejected=107083 last=keep reason=rewritten
+[llm clean] completed=687500 submitted=687571 kept=3046211 rejected=107085 last=keep reason=rewritten
+[llm clean] completed=687600 submitted=687671 kept=3046308 rejected=107088 last=keep reason=rewritten
+[llm clean] completed=687700 submitted=687771 kept=3046404 rejected=107092 last=keep reason=rewritten
+[llm clean] completed=687800 submitted=687871 kept=3046498 rejected=107098 last=keep reason=rewritten
+[llm clean] completed=687900 submitted=687971 kept=3046597 rejected=107099 last=keep reason=rewritten
+[llm clean] completed=688000 submitted=688071 kept=3046694 rejected=107102 last=keep reason=rewritten
+[llm clean] completed=688100 submitted=688171 kept=3046794 rejected=107102 last=keep reason=rewritten
+[llm clean] completed=688200 submitted=688271 kept=3046891 rejected=107105 last=keep reason=rewritten
+[llm clean] completed=688300 submitted=688371 kept=3046990 rejected=107106 last=keep reason=rewritten
+[llm clean] completed=688400 submitted=688471 kept=3047088 rejected=107108 last=keep reason=rewritten
+[llm clean] completed=688500 submitted=688571 kept=3047188 rejected=107108 last=keep reason=rewritten
+[llm clean] completed=688600 submitted=688671 kept=3047286 rejected=107110 last=keep reason=rewritten
+[llm clean] completed=688700 submitted=688771 kept=3047384 rejected=107112 last=keep reason=rewritten
+[llm clean] completed=688800 submitted=688871 kept=3047480 rejected=107116 last=keep reason=rewritten
+[llm clean] completed=688900 submitted=688971 kept=3047578 rejected=107118 last=keep reason=rewritten
+[llm clean] completed=689000 submitted=689071 kept=3047678 rejected=107118 last=keep reason=rewritten
+[llm clean] completed=689100 submitted=689171 kept=3047777 rejected=107119 last=keep reason=rewritten
+[llm clean] completed=689200 submitted=689271 kept=3047876 rejected=107120 last=keep reason=rewritten
+[llm clean] completed=689300 submitted=689371 kept=3047971 rejected=107125 last=keep reason=rewritten
+[llm clean] completed=689400 submitted=689471 kept=3048070 rejected=107126 last=keep reason=rewritten
+[llm clean] completed=689500 submitted=689571 kept=3048170 rejected=107126 last=keep reason=rewritten
+[llm clean] completed=689600 submitted=689671 kept=3048264 rejected=107132 last=keep reason=rewritten
+[llm clean] completed=689700 submitted=689771 kept=3048362 rejected=107134 last=keep reason=rewritten
+[llm clean] completed=689800 submitted=689871 kept=3048457 rejected=107139 last=keep reason=rewritten
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+[llm clean] completed=718100 submitted=718171 kept=3075809 rejected=108087 last=keep reason=rewritten
+[llm clean] completed=718200 submitted=718271 kept=3075904 rejected=108092 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=719000 submitted=719071 kept=3076658 rejected=108138 last=reject reason=The text is a list of YouTube video titles, links, and uploader names without coherent prose or meaningful context to re
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+[llm clean] completed=721800 submitted=721871 kept=3079384 rejected=108212 last=keep reason=rewritten
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+[llm clean] completed=722300 submitted=722371 kept=3079876 rejected=108220 last=keep reason=rewritten
+[llm clean] completed=722400 submitted=722471 kept=3079974 rejected=108222 last=reject reason=The text is primarily in Swedish, not English. The prompt requires rewriting into fluent English article-style prose, an
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+[llm clean] completed=722900 submitted=722971 kept=3080457 rejected=108239 last=keep reason=rewritten
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+[llm clean] completed=723300 submitted=723371 kept=3080846 rejected=108250 last=keep reason=rewritten
+[llm clean] completed=723400 submitted=723471 kept=3080939 rejected=108257 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=723500 submitted=723571 kept=3081035 rejected=108261 last=keep reason=rewritten
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+[llm clean] completed=723700 submitted=723771 kept=3081231 rejected=108265 last=keep reason=rewritten
+[llm clean] completed=723800 submitted=723871 kept=3081327 rejected=108269 last=keep reason=rewritten
+[llm clean] completed=723900 submitted=723971 kept=3081422 rejected=108274 last=keep reason=rewritten
+[llm clean] completed=724000 submitted=724071 kept=3081518 rejected=108278 last=keep reason=rewritten
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+[llm clean] completed=724200 submitted=724271 kept=3081718 rejected=108278 last=keep reason=rewritten
+[llm clean] completed=724300 submitted=724371 kept=3081817 rejected=108279 last=keep reason=rewritten
+[llm clean] completed=724400 submitted=724471 kept=3081914 rejected=108282 last=keep reason=rewritten
+[llm clean] completed=724500 submitted=724571 kept=3082011 rejected=108285 last=reject reason=The text is mostly a list of TV couple matchups, navigation labels, and tournament round headers without substantive art
+[llm clean] completed=724600 submitted=724671 kept=3082110 rejected=108286 last=keep reason=rewritten
+[llm clean] completed=724700 submitted=724771 kept=3082200 rejected=108296 last=keep reason=rewritten
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+[llm clean] completed=725000 submitted=725071 kept=3082492 rejected=108304 last=keep reason=rewritten
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+[llm clean] completed=726200 submitted=726271 kept=3083662 rejected=108334 last=keep reason=rewritten
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+[llm clean] completed=726400 submitted=726471 kept=3083853 rejected=108343 last=keep reason=rewritten
+[llm clean] completed=726500 submitted=726571 kept=3083952 rejected=108344 last=keep reason=rewritten
+[llm clean] completed=726600 submitted=726671 kept=3084050 rejected=108346 last=keep reason=rewritten
+[llm clean] completed=726700 submitted=726771 kept=3084150 rejected=108346 last=keep reason=rewritten
+[llm clean] completed=726800 submitted=726871 kept=3084248 rejected=108348 last=keep reason=rewritten
+[llm clean] completed=726900 submitted=726971 kept=3084346 rejected=108350 last=keep reason=rewritten
+[llm clean] completed=727000 submitted=727071 kept=3084443 rejected=108353 last=reject reason=The text is a raw list of fantasy football rankings (players, teams, positions, and matchups) mixed with promotional boi
+[llm clean] completed=727100 submitted=727171 kept=3084541 rejected=108355 last=keep reason=rewritten
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+[llm clean] completed=729800 submitted=729871 kept=3087160 rejected=108436 last=keep reason=rewritten
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+[llm clean] completed=732200 submitted=732271 kept=3089504 rejected=108492 last=keep reason=rewritten
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+[llm clean] completed=732400 submitted=732471 kept=3089699 rejected=108497 last=keep reason=rewritten
+[llm clean] completed=732500 submitted=732571 kept=3089790 rejected=108506 last=keep reason=rewritten
+[llm clean] completed=732600 submitted=732671 kept=3089887 rejected=108509 last=keep reason=rewritten
+[llm clean] completed=732700 submitted=732771 kept=3089985 rejected=108511 last=keep reason=rewritten
+[llm clean] completed=732800 submitted=732871 kept=3090081 rejected=108515 last=keep reason=rewritten
+[llm clean] completed=732900 submitted=732971 kept=3090178 rejected=108518 last=keep reason=rewritten
+[llm clean] completed=733000 submitted=733071 kept=3090274 rejected=108522 last=keep reason=rewritten
+[llm clean] completed=733100 submitted=733171 kept=3090369 rejected=108527 last=keep reason=rewritten
+[llm clean] completed=733200 submitted=733271 kept=3090463 rejected=108533 last=keep reason=rewritten
+[llm clean] completed=733300 submitted=733371 kept=3090561 rejected=108535 last=keep reason=rewritten
+[llm clean] completed=733400 submitted=733471 kept=3090660 rejected=108536 last=keep reason=rewritten
+[llm clean] completed=733500 submitted=733571 kept=3090757 rejected=108539 last=keep reason=rewritten
+[llm clean] completed=733600 submitted=733671 kept=3090854 rejected=108542 last=keep reason=rewritten
+[llm clean] completed=733700 submitted=733771 kept=3090951 rejected=108545 last=keep reason=rewritten
+[llm clean] completed=733800 submitted=733871 kept=3091050 rejected=108546 last=keep reason=rewritten
+[llm clean] completed=733900 submitted=733971 kept=3091147 rejected=108549 last=keep reason=rewritten
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+[llm clean] completed=734100 submitted=734171 kept=3091343 rejected=108553 last=keep reason=rewritten
+[llm clean] completed=734200 submitted=734271 kept=3091440 rejected=108556 last=keep reason=rewritten
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+[llm clean] completed=734600 submitted=734671 kept=3091832 rejected=108564 last=keep reason=rewritten
+[llm clean] completed=734700 submitted=734771 kept=3091931 rejected=108565 last=keep reason=rewritten
+[llm clean] completed=734800 submitted=734871 kept=3092029 rejected=108567 last=keep reason=rewritten
+[llm clean] completed=734900 submitted=734971 kept=3092124 rejected=108572 last=keep reason=rewritten
+[llm clean] completed=735000 submitted=735071 kept=3092219 rejected=108577 last=keep reason=rewritten
+[llm clean] completed=735100 submitted=735171 kept=3092317 rejected=108579 last=keep reason=rewritten
+[llm clean] completed=735200 submitted=735271 kept=3092407 rejected=108589 last=keep reason=rewritten
+[llm clean] completed=735300 submitted=735371 kept=3092507 rejected=108589 last=keep reason=rewritten
+[llm clean] completed=735400 submitted=735471 kept=3092605 rejected=108591 last=keep reason=rewritten
+[llm clean] completed=735500 submitted=735571 kept=3092700 rejected=108596 last=reject reason=The text is primarily a list of conference organizers, committee members, and staff with their affiliations, mixed with 
+[llm clean] completed=735600 submitted=735671 kept=3092799 rejected=108597 last=reject reason=The text is primarily a list of financial donation details, bank account information, and boilerplate requests for fundi
+[llm clean] completed=735700 submitted=735771 kept=3092898 rejected=108598 last=keep reason=rewritten
+[llm clean] completed=735800 submitted=735871 kept=3092998 rejected=108598 last=keep reason=rewritten
+[llm clean] completed=735900 submitted=735971 kept=3093098 rejected=108598 last=keep reason=rewritten
+[llm clean] completed=736000 submitted=736071 kept=3093197 rejected=108599 last=keep reason=rewritten
+[llm clean] completed=736100 submitted=736171 kept=3093296 rejected=108600 last=keep reason=rewritten
+[llm clean] completed=736200 submitted=736271 kept=3093393 rejected=108603 last=keep reason=rewritten
+[llm clean] completed=736300 submitted=736371 kept=3093491 rejected=108605 last=keep reason=rewritten
+[llm clean] completed=736400 submitted=736471 kept=3093588 rejected=108608 last=reject reason=The text is a disjointed collection of dictionary definitions, glossary entries, and fragmented notes with no coherent n
+[llm clean] completed=736500 submitted=736571 kept=3093683 rejected=108613 last=keep reason=rewritten
+[llm clean] completed=736600 submitted=736671 kept=3093780 rejected=108616 last=keep reason=rewritten
+[llm clean] completed=736700 submitted=736771 kept=3093874 rejected=108622 last=keep reason=rewritten
+[llm clean] completed=736800 submitted=736871 kept=3093972 rejected=108624 last=keep reason=rewritten
+[llm clean] completed=736900 submitted=736971 kept=3094071 rejected=108625 last=keep reason=rewritten
+[llm clean] completed=737000 submitted=737071 kept=3094170 rejected=108626 last=keep reason=rewritten
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+[llm clean] completed=737200 submitted=737271 kept=3094365 rejected=108631 last=keep reason=rewritten
+[llm clean] completed=737300 submitted=737371 kept=3094462 rejected=108634 last=keep reason=rewritten
+[llm clean] completed=737400 submitted=737471 kept=3094561 rejected=108635 last=keep reason=rewritten
+[llm clean] completed=737500 submitted=737571 kept=3094658 rejected=108638 last=keep reason=rewritten
+[llm clean] completed=737600 submitted=737671 kept=3094757 rejected=108639 last=keep reason=rewritten
+[llm clean] completed=737700 submitted=737771 kept=3094855 rejected=108641 last=keep reason=rewritten
+[llm clean] completed=737800 submitted=737871 kept=3094953 rejected=108643 last=keep reason=rewritten
+[llm clean] completed=737900 submitted=737971 kept=3095050 rejected=108646 last=keep reason=rewritten
+[llm clean] completed=738000 submitted=738071 kept=3095149 rejected=108647 last=keep reason=rewritten
+[llm clean] completed=738100 submitted=738171 kept=3095244 rejected=108652 last=keep reason=rewritten
+[llm clean] completed=738200 submitted=738271 kept=3095343 rejected=108653 last=keep reason=rewritten
+[llm clean] completed=738300 submitted=738371 kept=3095436 rejected=108660 last=keep reason=rewritten
+[llm clean] completed=738400 submitted=738471 kept=3095529 rejected=108667 last=keep reason=rewritten
+[llm clean] completed=738500 submitted=738571 kept=3095616 rejected=108680 last=keep reason=rewritten
+[llm clean] completed=738600 submitted=738671 kept=3095712 rejected=108684 last=keep reason=rewritten
+[llm clean] completed=738700 submitted=738771 kept=3095812 rejected=108684 last=keep reason=rewritten
+[llm clean] completed=738800 submitted=738871 kept=3095904 rejected=108692 last=keep reason=rewritten
+[llm clean] completed=738900 submitted=738971 kept=3096002 rejected=108694 last=keep reason=rewritten
+[llm clean] completed=739000 submitted=739071 kept=3096095 rejected=108701 last=keep reason=rewritten
+[llm clean] completed=739100 submitted=739171 kept=3096191 rejected=108705 last=keep reason=rewritten
+[llm clean] completed=739200 submitted=739271 kept=3096290 rejected=108706 last=keep reason=rewritten
+[llm clean] completed=739300 submitted=739371 kept=3096390 rejected=108706 last=keep reason=rewritten
+[llm clean] completed=739400 submitted=739471 kept=3096489 rejected=108707 last=keep reason=rewritten
+[llm clean] completed=739500 submitted=739571 kept=3096589 rejected=108707 last=keep reason=rewritten
+[llm clean] completed=739600 submitted=739671 kept=3096687 rejected=108709 last=keep reason=rewritten
+[llm clean] completed=739700 submitted=739771 kept=3096786 rejected=108710 last=keep reason=rewritten
+[llm clean] completed=739800 submitted=739871 kept=3096885 rejected=108711 last=keep reason=rewritten
+[llm clean] completed=739900 submitted=739971 kept=3096985 rejected=108711 last=keep reason=rewritten
+[llm clean] completed=740000 submitted=740071 kept=3097080 rejected=108716 last=keep reason=rewritten
+[llm clean] completed=740100 submitted=740171 kept=3097175 rejected=108721 last=reject reason=The text is a list of isolated personal ads/profiles for finding tennis partners, lacking a coherent narrative or articl
+[llm clean] completed=740200 submitted=740271 kept=3097275 rejected=108721 last=keep reason=rewritten
+[llm clean] completed=740300 submitted=740371 kept=3097374 rejected=108722 last=keep reason=rewritten
+[llm clean] completed=740400 submitted=740471 kept=3097472 rejected=108724 last=keep reason=rewritten
+[llm clean] completed=740500 submitted=740571 kept=3097571 rejected=108725 last=keep reason=rewritten
+[llm clean] completed=740600 submitted=740671 kept=3097670 rejected=108726 last=keep reason=rewritten
+[llm clean] completed=740700 submitted=740771 kept=3097769 rejected=108727 last=keep reason=rewritten
+[llm clean] completed=740800 submitted=740871 kept=3097865 rejected=108731 last=keep reason=rewritten
+[llm clean] completed=740900 submitted=740971 kept=3097965 rejected=108731 last=keep reason=rewritten
+[llm clean] completed=741000 submitted=741071 kept=3098064 rejected=108732 last=keep reason=rewritten
+[llm clean] completed=741100 submitted=741171 kept=3098161 rejected=108735 last=keep reason=rewritten
+[llm clean] completed=741200 submitted=741271 kept=3098261 rejected=108735 last=keep reason=rewritten
+[llm clean] completed=741300 submitted=741371 kept=3098360 rejected=108736 last=keep reason=rewritten
+[llm clean] completed=741400 submitted=741471 kept=3098456 rejected=108740 last=reject reason=The text is a raw data table of CFTC Commitments of Traders report with no surrounding narrative, context, or prose stru
+[llm clean] completed=741500 submitted=741571 kept=3098545 rejected=108751 last=keep reason=rewritten
+[llm clean] completed=741600 submitted=741671 kept=3098644 rejected=108752 last=keep reason=rewritten
+[llm clean] completed=741700 submitted=741771 kept=3098744 rejected=108752 last=keep reason=rewritten
+[llm clean] completed=741800 submitted=741871 kept=3098843 rejected=108753 last=keep reason=rewritten
+[llm clean] completed=741900 submitted=741971 kept=3098941 rejected=108755 last=keep reason=rewritten
+[llm clean] completed=742000 submitted=742071 kept=3099039 rejected=108757 last=keep reason=rewritten
+[llm clean] completed=742100 submitted=742171 kept=3099138 rejected=108758 last=keep reason=rewritten
+[llm clean] completed=742200 submitted=742271 kept=3099235 rejected=108761 last=reject reason=The text is a disjointed collection of forum posts, user metadata, and fragmented comments lacking a coherent narrative 
+[llm clean] completed=742300 submitted=742371 kept=3099332 rejected=108764 last=keep reason=rewritten
+[llm clean] completed=742400 submitted=742471 kept=3099427 rejected=108769 last=keep reason=rewritten
+[llm clean] completed=742500 submitted=742571 kept=3099527 rejected=108769 last=keep reason=rewritten
+[llm clean] completed=742600 submitted=742671 kept=3099625 rejected=108771 last=keep reason=rewritten
+[llm clean] completed=742700 submitted=742771 kept=3099724 rejected=108772 last=keep reason=rewritten
+[llm clean] completed=742800 submitted=742871 kept=3099819 rejected=108777 last=keep reason=rewritten
+[llm clean] completed=742900 submitted=742971 kept=3099894 rejected=108802 last=keep reason=rewritten
+[llm clean] completed=743000 submitted=743071 kept=3099985 rejected=108811 last=keep reason=rewritten
+[llm clean] completed=743100 submitted=743171 kept=3100081 rejected=108815 last=keep reason=rewritten
+[llm clean] completed=743200 submitted=743271 kept=3100175 rejected=108821 last=keep reason=rewritten
+[llm clean] completed=743300 submitted=743371 kept=3100275 rejected=108821 last=keep reason=rewritten
+[llm clean] completed=743400 submitted=743471 kept=3100374 rejected=108822 last=keep reason=rewritten
+[llm clean] completed=743500 submitted=743571 kept=3100472 rejected=108824 last=keep reason=rewritten
+[llm clean] completed=743600 submitted=743671 kept=3100571 rejected=108825 last=keep reason=rewritten
+[llm clean] completed=743700 submitted=743771 kept=3100663 rejected=108833 last=keep reason=rewritten
+[llm clean] completed=743800 submitted=743871 kept=3100761 rejected=108835 last=keep reason=rewritten
+[llm clean] completed=743900 submitted=743971 kept=3100851 rejected=108845 last=keep reason=rewritten
+[llm clean] completed=744000 submitted=744071 kept=3100944 rejected=108852 last=keep reason=rewritten
+[llm clean] completed=744100 submitted=744171 kept=3101040 rejected=108856 last=keep reason=rewritten
+[llm clean] completed=744200 submitted=744271 kept=3101137 rejected=108859 last=keep reason=rewritten
+[llm clean] completed=744300 submitted=744371 kept=3101236 rejected=108860 last=keep reason=rewritten
+[llm clean] completed=744400 submitted=744471 kept=3101328 rejected=108868 last=keep reason=rewritten
+[llm clean] completed=744500 submitted=744571 kept=3101426 rejected=108870 last=keep reason=rewritten
+[llm clean] completed=744600 submitted=744671 kept=3101525 rejected=108871 last=keep reason=rewritten
+[llm clean] completed=744700 submitted=744771 kept=3101625 rejected=108871 last=keep reason=rewritten
+[llm clean] completed=744800 submitted=744871 kept=3101723 rejected=108873 last=keep reason=rewritten
+[llm clean] completed=744900 submitted=744971 kept=3101823 rejected=108873 last=keep reason=rewritten
+[llm clean] completed=745000 submitted=745071 kept=3101923 rejected=108873 last=keep reason=rewritten
+[llm clean] completed=745100 submitted=745171 kept=3102018 rejected=108878 last=keep reason=rewritten
+[llm clean] completed=745200 submitted=745271 kept=3102112 rejected=108884 last=keep reason=rewritten
+[llm clean] completed=745300 submitted=745371 kept=3102211 rejected=108885 last=keep reason=rewritten
+[llm clean] completed=745400 submitted=745471 kept=3102311 rejected=108885 last=keep reason=rewritten
+[llm clean] completed=745500 submitted=745571 kept=3102411 rejected=108885 last=keep reason=rewritten
+[llm clean] completed=745600 submitted=745671 kept=3102511 rejected=108885 last=keep reason=rewritten
+[llm clean] completed=745700 submitted=745771 kept=3102608 rejected=108888 last=keep reason=rewritten
+[llm clean] completed=745800 submitted=745871 kept=3102707 rejected=108889 last=keep reason=rewritten
+[llm clean] completed=745900 submitted=745971 kept=3102804 rejected=108892 last=keep reason=rewritten
+[llm clean] completed=746000 submitted=746071 kept=3102899 rejected=108897 last=keep reason=rewritten
+[llm clean] completed=746100 submitted=746171 kept=3102997 rejected=108899 last=keep reason=rewritten
+[llm clean] completed=746200 submitted=746271 kept=3103094 rejected=108902 last=keep reason=rewritten
+[llm clean] completed=746300 submitted=746371 kept=3103166 rejected=108930 last=keep reason=rewritten
+[llm clean] completed=746400 submitted=746471 kept=3103265 rejected=108931 last=keep reason=rewritten
+[llm clean] completed=746500 submitted=746571 kept=3103363 rejected=108933 last=keep reason=rewritten
+[llm clean] completed=746600 submitted=746671 kept=3103460 rejected=108936 last=keep reason=rewritten
+[llm clean] completed=746700 submitted=746771 kept=3103556 rejected=108940 last=keep reason=rewritten
+[llm clean] completed=746800 submitted=746871 kept=3103653 rejected=108943 last=reject reason=The text is primarily code snippets, function calls, and UI labels mixed with a brief, disjointed commentary. It lacks c
+[llm clean] completed=746900 submitted=746971 kept=3103749 rejected=108947 last=keep reason=rewritten
+[llm clean] completed=747000 submitted=747071 kept=3103849 rejected=108947 last=keep reason=rewritten
+[llm clean] completed=747100 submitted=747171 kept=3103943 rejected=108953 last=keep reason=rewritten
+[llm clean] completed=747200 submitted=747271 kept=3104040 rejected=108956 last=keep reason=rewritten
+[llm clean] completed=747300 submitted=747371 kept=3104140 rejected=108956 last=keep reason=rewritten
+[llm clean] completed=747400 submitted=747471 kept=3104237 rejected=108959 last=keep reason=rewritten
+[llm clean] completed=747500 submitted=747571 kept=3104337 rejected=108959 last=keep reason=rewritten
+[llm clean] completed=747600 submitted=747671 kept=3104436 rejected=108960 last=keep reason=rewritten
+[llm clean] completed=747700 submitted=747771 kept=3104533 rejected=108963 last=keep reason=rewritten
+[llm clean] completed=747800 submitted=747871 kept=3104630 rejected=108966 last=keep reason=rewritten
+[llm clean] completed=747900 submitted=747971 kept=3104728 rejected=108968 last=keep reason=rewritten
+[llm clean] completed=748000 submitted=748071 kept=3104823 rejected=108973 last=keep reason=rewritten
+[llm clean] completed=748100 submitted=748171 kept=3104922 rejected=108974 last=keep reason=rewritten
+[llm clean] completed=748200 submitted=748271 kept=3105021 rejected=108975 last=keep reason=rewritten
+[llm clean] completed=748300 submitted=748371 kept=3105120 rejected=108976 last=keep reason=rewritten
+[llm clean] completed=748400 submitted=748471 kept=3105218 rejected=108978 last=keep reason=rewritten
+[llm clean] completed=748500 submitted=748571 kept=3105317 rejected=108979 last=keep reason=rewritten
+[llm clean] completed=748600 submitted=748671 kept=3105416 rejected=108980 last=keep reason=rewritten
+[llm clean] completed=748700 submitted=748771 kept=3105509 rejected=108987 last=keep reason=rewritten
+[llm clean] completed=748800 submitted=748871 kept=3105603 rejected=108993 last=keep reason=rewritten
+[llm clean] completed=748900 submitted=748971 kept=3105700 rejected=108996 last=keep reason=rewritten
+[llm clean] completed=749000 submitted=749071 kept=3105799 rejected=108997 last=keep reason=rewritten
+[llm clean] completed=749100 submitted=749171 kept=3105897 rejected=108999 last=keep reason=rewritten
+[llm clean] completed=749200 submitted=749271 kept=3105997 rejected=108999 last=keep reason=rewritten
+[llm clean] completed=749300 submitted=749371 kept=3106095 rejected=109001 last=keep reason=rewritten
+[llm clean] completed=749400 submitted=749471 kept=3106185 rejected=109011 last=keep reason=rewritten
+[llm clean] completed=749500 submitted=749571 kept=3106283 rejected=109013 last=keep reason=rewritten
+[llm clean] completed=749600 submitted=749671 kept=3106380 rejected=109016 last=keep reason=rewritten
+[llm clean] completed=749700 submitted=749771 kept=3106476 rejected=109020 last=keep reason=rewritten
+[llm clean] completed=749800 submitted=749871 kept=3106571 rejected=109025 last=keep reason=rewritten
+[llm clean] completed=749900 submitted=749971 kept=3106669 rejected=109027 last=keep reason=rewritten
+[llm clean] completed=750000 submitted=750071 kept=3106768 rejected=109028 last=keep reason=rewritten
+[llm clean] completed=750100 submitted=750171 kept=3106868 rejected=109028 last=keep reason=rewritten
+[llm clean] completed=750200 submitted=750271 kept=3106963 rejected=109033 last=keep reason=rewritten
+[llm clean] completed=750300 submitted=750371 kept=3107062 rejected=109034 last=keep reason=rewritten
+[llm clean] completed=750400 submitted=750471 kept=3107159 rejected=109037 last=keep reason=rewritten
+[llm clean] completed=750500 submitted=750571 kept=3107259 rejected=109037 last=keep reason=rewritten
+[llm clean] completed=750600 submitted=750671 kept=3107352 rejected=109044 last=keep reason=rewritten
+[llm clean] completed=750700 submitted=750771 kept=3107449 rejected=109047 last=keep reason=rewritten
+[llm clean] completed=750800 submitted=750871 kept=3107548 rejected=109048 last=keep reason=rewritten
+[llm clean] completed=750900 submitted=750971 kept=3107645 rejected=109051 last=keep reason=rewritten
+[llm clean] completed=751000 submitted=751071 kept=3107740 rejected=109056 last=reject reason=The text is a list of image captions and metadata from a photo gallery, lacking coherent prose structure or meaningful n
+[llm clean] completed=751100 submitted=751171 kept=3107837 rejected=109059 last=keep reason=rewritten
+[llm clean] completed=751200 submitted=751271 kept=3107926 rejected=109070 last=keep reason=rewritten
+[llm clean] completed=751300 submitted=751371 kept=3108022 rejected=109074 last=keep reason=rewritten
+[llm clean] completed=751400 submitted=751471 kept=3108121 rejected=109075 last=keep reason=rewritten
+[llm clean] completed=751500 submitted=751571 kept=3108219 rejected=109077 last=keep reason=rewritten
+[llm clean] completed=751600 submitted=751671 kept=3108315 rejected=109081 last=keep reason=rewritten
+[llm clean] completed=751700 submitted=751771 kept=3108411 rejected=109085 last=reject reason=clean_chars<300
+[llm clean] completed=751800 submitted=751871 kept=3108510 rejected=109086 last=keep reason=rewritten
+[llm clean] completed=751900 submitted=751971 kept=3108609 rejected=109087 last=keep reason=rewritten
+[llm clean] completed=752000 submitted=752071 kept=3108708 rejected=109088 last=keep reason=rewritten
+[llm clean] completed=752100 submitted=752171 kept=3108800 rejected=109096 last=keep reason=rewritten
+[llm clean] completed=752200 submitted=752271 kept=3108894 rejected=109102 last=keep reason=rewritten
+[llm clean] completed=752300 submitted=752371 kept=3108993 rejected=109103 last=keep reason=rewritten
+[llm clean] completed=752400 submitted=752471 kept=3109090 rejected=109106 last=keep reason=rewritten
+[llm clean] completed=752500 submitted=752571 kept=3109187 rejected=109109 last=keep reason=rewritten
+[llm clean] completed=752600 submitted=752671 kept=3109282 rejected=109114 last=reject reason=The text is a collection of disjointed, low-quality internet comments and forum posts with no coherent narrative, heavy 
+[llm clean] completed=752700 submitted=752771 kept=3109373 rejected=109123 last=keep reason=rewritten
+[llm clean] completed=752800 submitted=752871 kept=3109473 rejected=109123 last=keep reason=rewritten
+[llm clean] completed=752900 submitted=752971 kept=3109573 rejected=109123 last=keep reason=rewritten
+[llm clean] completed=753000 submitted=753071 kept=3109662 rejected=109134 last=reject reason=The text is a list of book descriptions with metadata (prices, ratings, 'More' links) and lacks coherent article-style p
+[llm clean] completed=753100 submitted=753171 kept=3109757 rejected=109139 last=keep reason=rewritten
+[llm clean] completed=753200 submitted=753271 kept=3109852 rejected=109144 last=keep reason=rewritten
+[llm clean] completed=753300 submitted=753371 kept=3109950 rejected=109146 last=keep reason=rewritten
+[llm clean] completed=753400 submitted=753471 kept=3110047 rejected=109149 last=keep reason=rewritten
+[llm clean] completed=753500 submitted=753571 kept=3110143 rejected=109153 last=keep reason=rewritten
+[llm clean] completed=753600 submitted=753671 kept=3110234 rejected=109162 last=keep reason=rewritten
+[llm clean] completed=753700 submitted=753771 kept=3110331 rejected=109165 last=keep reason=rewritten
+[llm clean] completed=753800 submitted=753871 kept=3110429 rejected=109167 last=keep reason=rewritten
+[llm clean] completed=753900 submitted=753971 kept=3110527 rejected=109169 last=keep reason=rewritten
+[llm clean] completed=754000 submitted=754071 kept=3110623 rejected=109173 last=keep reason=rewritten
+[llm clean] completed=754100 submitted=754171 kept=3110712 rejected=109184 last=keep reason=rewritten
+[llm clean] completed=754200 submitted=754271 kept=3110810 rejected=109186 last=keep reason=rewritten
+[llm clean] completed=754300 submitted=754371 kept=3110902 rejected=109194 last=keep reason=rewritten
+[llm clean] completed=754400 submitted=754471 kept=3111001 rejected=109195 last=keep reason=rewritten
+[llm clean] completed=754500 submitted=754571 kept=3111099 rejected=109197 last=keep reason=rewritten
+[llm clean] completed=754600 submitted=754671 kept=3111199 rejected=109197 last=keep reason=rewritten
+[llm clean] completed=754700 submitted=754771 kept=3111296 rejected=109200 last=keep reason=rewritten
+[llm clean] completed=754800 submitted=754871 kept=3111389 rejected=109207 last=keep reason=rewritten
+[llm clean] completed=754900 submitted=754971 kept=3111486 rejected=109210 last=keep reason=rewritten
+[llm clean] completed=755000 submitted=755071 kept=3111586 rejected=109210 last=keep reason=rewritten
+[llm clean] completed=755100 submitted=755171 kept=3111686 rejected=109210 last=keep reason=rewritten
+[llm clean] completed=755200 submitted=755271 kept=3111782 rejected=109214 last=keep reason=rewritten
+[llm clean] completed=755300 submitted=755371 kept=3111882 rejected=109214 last=keep reason=rewritten
+[llm clean] completed=755400 submitted=755471 kept=3111980 rejected=109216 last=keep reason=rewritten
+[llm clean] completed=755500 submitted=755571 kept=3112076 rejected=109220 last=keep reason=rewritten
+[llm clean] completed=755600 submitted=755671 kept=3112173 rejected=109223 last=keep reason=rewritten
+[llm clean] completed=755700 submitted=755771 kept=3112273 rejected=109223 last=keep reason=rewritten
+[llm clean] completed=755800 submitted=755871 kept=3112369 rejected=109227 last=keep reason=rewritten
+[llm clean] completed=755900 submitted=755971 kept=3112465 rejected=109231 last=keep reason=rewritten
+[llm clean] completed=756000 submitted=756071 kept=3112556 rejected=109240 last=keep reason=rewritten
+[llm clean] completed=756100 submitted=756171 kept=3112653 rejected=109243 last=keep reason=rewritten
+[llm clean] completed=756200 submitted=756271 kept=3112753 rejected=109243 last=keep reason=rewritten
+[llm clean] completed=756300 submitted=756371 kept=3112848 rejected=109248 last=reject reason=The text is a collection of conspiracy theories, unverified claims, and fragmented commentary without coherent factual b
+[llm clean] completed=756400 submitted=756471 kept=3112943 rejected=109253 last=keep reason=rewritten
+[llm clean] completed=756500 submitted=756571 kept=3113042 rejected=109254 last=keep reason=rewritten
+[llm clean] completed=756600 submitted=756671 kept=3113137 rejected=109259 last=keep reason=rewritten
+[llm clean] completed=756700 submitted=756771 kept=3113235 rejected=109261 last=keep reason=rewritten
+[llm clean] completed=756800 submitted=756871 kept=3113331 rejected=109265 last=keep reason=rewritten
+[llm clean] completed=756900 submitted=756971 kept=3113429 rejected=109267 last=keep reason=rewritten
+[llm clean] completed=757000 submitted=757071 kept=3113528 rejected=109268 last=keep reason=rewritten
+[llm clean] completed=757100 submitted=757171 kept=3113625 rejected=109271 last=keep reason=rewritten
+[llm clean] completed=757200 submitted=757271 kept=3113725 rejected=109271 last=keep reason=rewritten
+[llm clean] completed=757300 submitted=757371 kept=3113825 rejected=109271 last=keep reason=rewritten
+[llm clean] completed=757400 submitted=757471 kept=3113914 rejected=109282 last=keep reason=rewritten
+[llm clean] completed=757500 submitted=757571 kept=3114011 rejected=109285 last=keep reason=rewritten
+[llm clean] completed=757600 submitted=757671 kept=3114111 rejected=109285 last=keep reason=rewritten
+[llm clean] completed=757700 submitted=757771 kept=3114209 rejected=109287 last=keep reason=rewritten
+[llm clean] completed=757800 submitted=757871 kept=3114306 rejected=109290 last=keep reason=rewritten
+[llm clean] completed=757900 submitted=757971 kept=3114404 rejected=109292 last=keep reason=rewritten
+[llm clean] completed=758000 submitted=758071 kept=3114501 rejected=109295 last=keep reason=rewritten
+[llm clean] completed=758100 submitted=758171 kept=3114595 rejected=109301 last=keep reason=rewritten
+[llm clean] completed=758200 submitted=758271 kept=3114693 rejected=109303 last=keep reason=rewritten
+[llm clean] completed=758300 submitted=758371 kept=3114791 rejected=109305 last=keep reason=rewritten
+[llm clean] completed=758400 submitted=758471 kept=3114889 rejected=109307 last=keep reason=rewritten
+[llm clean] completed=758500 submitted=758571 kept=3114983 rejected=109313 last=keep reason=rewritten
+[llm clean] completed=758600 submitted=758671 kept=3115079 rejected=109317 last=keep reason=rewritten
+[llm clean] completed=758700 submitted=758771 kept=3115179 rejected=109317 last=keep reason=rewritten
+[llm clean] completed=758800 submitted=758871 kept=3115277 rejected=109319 last=keep reason=rewritten
+[llm clean] completed=758900 submitted=758971 kept=3115376 rejected=109320 last=keep reason=rewritten
+[llm clean] completed=759000 submitted=759071 kept=3115474 rejected=109322 last=keep reason=rewritten
+[llm clean] completed=759100 submitted=759171 kept=3115567 rejected=109329 last=keep reason=rewritten
+[llm clean] completed=759200 submitted=759271 kept=3115664 rejected=109332 last=keep reason=rewritten
+[llm clean] completed=759300 submitted=759371 kept=3115761 rejected=109335 last=keep reason=rewritten
+[llm clean] completed=759400 submitted=759471 kept=3115861 rejected=109335 last=keep reason=rewritten
+[llm clean] completed=759500 submitted=759571 kept=3115960 rejected=109336 last=keep reason=rewritten
+[llm clean] completed=759600 submitted=759671 kept=3116058 rejected=109338 last=keep reason=rewritten
+[llm clean] completed=759700 submitted=759771 kept=3116149 rejected=109347 last=keep reason=rewritten
+[llm clean] completed=759800 submitted=759871 kept=3116246 rejected=109350 last=keep reason=rewritten
+[llm clean] completed=759900 submitted=759971 kept=3116343 rejected=109353 last=keep reason=rewritten
+[llm clean] completed=760000 submitted=760071 kept=3116440 rejected=109356 last=keep reason=rewritten
+[llm clean] completed=760100 submitted=760171 kept=3116539 rejected=109357 last=keep reason=rewritten
+[llm clean] completed=760200 submitted=760271 kept=3116634 rejected=109362 last=keep reason=rewritten
+[llm clean] completed=760300 submitted=760371 kept=3116732 rejected=109364 last=keep reason=rewritten
+[llm clean] completed=760400 submitted=760471 kept=3116828 rejected=109368 last=keep reason=rewritten
+[llm clean] completed=760500 submitted=760571 kept=3116926 rejected=109370 last=keep reason=rewritten
+[llm clean] completed=760600 submitted=760671 kept=3117025 rejected=109371 last=keep reason=rewritten
+[llm clean] completed=760700 submitted=760771 kept=3117123 rejected=109373 last=keep reason=rewritten
+[llm clean] completed=760800 submitted=760871 kept=3117220 rejected=109376 last=keep reason=rewritten
+[llm clean] completed=760900 submitted=760971 kept=3117318 rejected=109378 last=keep reason=rewritten
+[llm clean] completed=761000 submitted=761071 kept=3117414 rejected=109382 last=keep reason=rewritten
+[llm clean] completed=761100 submitted=761171 kept=3117511 rejected=109385 last=keep reason=rewritten
+[llm clean] completed=761200 submitted=761271 kept=3117609 rejected=109387 last=keep reason=rewritten
+[llm clean] completed=761300 submitted=761371 kept=3117704 rejected=109392 last=keep reason=rewritten
+[llm clean] completed=761400 submitted=761471 kept=3117802 rejected=109394 last=keep reason=rewritten
+[llm clean] completed=761500 submitted=761571 kept=3117901 rejected=109395 last=keep reason=rewritten
+[llm clean] completed=761600 submitted=761671 kept=3117998 rejected=109398 last=keep reason=rewritten
+[llm clean] completed=761700 submitted=761771 kept=3118095 rejected=109401 last=keep reason=rewritten
+[llm clean] completed=761800 submitted=761871 kept=3118190 rejected=109406 last=keep reason=rewritten
+[llm clean] completed=761900 submitted=761971 kept=3118287 rejected=109409 last=keep reason=rewritten
+[llm clean] completed=762000 submitted=762071 kept=3118387 rejected=109409 last=keep reason=rewritten
+[llm clean] completed=762100 submitted=762171 kept=3118484 rejected=109412 last=keep reason=rewritten
+[llm clean] completed=762200 submitted=762271 kept=3118583 rejected=109413 last=keep reason=rewritten
+[llm clean] completed=762300 submitted=762371 kept=3118682 rejected=109414 last=keep reason=rewritten
+[llm clean] completed=762400 submitted=762471 kept=3118782 rejected=109414 last=keep reason=rewritten
+[llm clean] completed=762500 submitted=762571 kept=3118881 rejected=109415 last=keep reason=rewritten
+[llm clean] completed=762600 submitted=762671 kept=3118972 rejected=109424 last=keep reason=rewritten
+[llm clean] completed=762700 submitted=762771 kept=3119069 rejected=109427 last=keep reason=rewritten
+[llm clean] completed=762800 submitted=762871 kept=3119169 rejected=109427 last=keep reason=rewritten
+[llm clean] completed=762900 submitted=762971 kept=3119267 rejected=109429 last=keep reason=rewritten
+[llm clean] completed=763000 submitted=763071 kept=3119366 rejected=109430 last=keep reason=rewritten
+[llm clean] completed=763100 submitted=763171 kept=3119466 rejected=109430 last=keep reason=rewritten
+[llm clean] completed=763200 submitted=763271 kept=3119564 rejected=109432 last=keep reason=rewritten
+[llm clean] completed=763300 submitted=763371 kept=3119661 rejected=109435 last=keep reason=rewritten
+[llm clean] completed=763400 submitted=763471 kept=3119759 rejected=109437 last=keep reason=rewritten
+[llm clean] completed=763500 submitted=763571 kept=3119840 rejected=109456 last=keep reason=rewritten
+[llm clean] completed=763600 submitted=763671 kept=3119938 rejected=109458 last=keep reason=rewritten
+[llm clean] completed=763700 submitted=763771 kept=3120037 rejected=109459 last=keep reason=rewritten
+[llm clean] completed=763800 submitted=763871 kept=3120128 rejected=109468 last=keep reason=rewritten
+[llm clean] completed=763900 submitted=763971 kept=3120225 rejected=109471 last=keep reason=rewritten
+[llm clean] completed=764000 submitted=764071 kept=3120324 rejected=109472 last=keep reason=rewritten
+[llm clean] completed=764100 submitted=764171 kept=3120419 rejected=109477 last=keep reason=rewritten
+[llm clean] completed=764200 submitted=764271 kept=3120517 rejected=109479 last=keep reason=rewritten
+[llm clean] completed=764300 submitted=764371 kept=3120617 rejected=109479 last=keep reason=rewritten
+[llm clean] completed=764400 submitted=764471 kept=3120712 rejected=109484 last=keep reason=rewritten
+[llm clean] completed=764500 submitted=764571 kept=3120811 rejected=109485 last=keep reason=rewritten
+[llm clean] completed=764600 submitted=764671 kept=3120909 rejected=109487 last=keep reason=rewritten
+[llm clean] completed=764700 submitted=764771 kept=3121007 rejected=109489 last=keep reason=rewritten
+[llm clean] completed=764800 submitted=764871 kept=3121106 rejected=109490 last=keep reason=rewritten
+[llm clean] completed=764900 submitted=764971 kept=3121206 rejected=109490 last=keep reason=rewritten
+[llm clean] completed=765000 submitted=765071 kept=3121306 rejected=109490 last=keep reason=rewritten
+[llm clean] completed=765100 submitted=765171 kept=3121403 rejected=109493 last=keep reason=rewritten
+[llm clean] completed=765200 submitted=765271 kept=3121500 rejected=109496 last=keep reason=rewritten
+[llm clean] completed=765300 submitted=765371 kept=3121598 rejected=109498 last=keep reason=rewritten
+[llm clean] completed=765400 submitted=765471 kept=3121697 rejected=109499 last=keep reason=rewritten
+[llm clean] completed=765500 submitted=765571 kept=3121795 rejected=109501 last=keep reason=rewritten
+[llm clean] completed=765600 submitted=765671 kept=3121890 rejected=109506 last=keep reason=rewritten
+[llm clean] completed=765700 submitted=765771 kept=3121989 rejected=109507 last=keep reason=rewritten
+[llm clean] completed=765800 submitted=765871 kept=3122089 rejected=109507 last=keep reason=rewritten
+[llm clean] completed=765900 submitted=765971 kept=3122184 rejected=109512 last=keep reason=rewritten
+[llm clean] completed=766000 submitted=766071 kept=3122278 rejected=109518 last=keep reason=rewritten
+[llm clean] completed=766100 submitted=766171 kept=3122374 rejected=109522 last=keep reason=rewritten
+[llm clean] completed=766200 submitted=766271 kept=3122474 rejected=109522 last=keep reason=rewritten
+[llm clean] completed=766300 submitted=766371 kept=3122571 rejected=109525 last=keep reason=rewritten
+[llm clean] completed=766400 submitted=766471 kept=3122671 rejected=109525 last=keep reason=rewritten
+[llm clean] completed=766500 submitted=766571 kept=3122767 rejected=109529 last=keep reason=rewritten
+[llm clean] completed=766600 submitted=766671 kept=3122861 rejected=109535 last=keep reason=rewritten
+[llm clean] completed=766700 submitted=766771 kept=3122961 rejected=109535 last=keep reason=rewritten
+[llm clean] completed=766800 submitted=766871 kept=3123058 rejected=109538 last=keep reason=rewritten
+[llm clean] completed=766900 submitted=766971 kept=3123155 rejected=109541 last=keep reason=rewritten
+[llm clean] completed=767000 submitted=767071 kept=3123251 rejected=109545 last=keep reason=rewritten
+[llm clean] completed=767100 submitted=767171 kept=3123348 rejected=109548 last=keep reason=rewritten
+[llm clean] completed=767200 submitted=767271 kept=3123428 rejected=109568 last=reject reason=The text is a repetitive list of product metadata and descriptions for video game stickers, lacking coherent article-sty
+[llm clean] completed=767300 submitted=767371 kept=3123506 rejected=109590 last=keep reason=rewritten
+[llm clean] completed=767400 submitted=767471 kept=3123604 rejected=109592 last=keep reason=rewritten
+[llm clean] completed=767500 submitted=767571 kept=3123703 rejected=109593 last=keep reason=rewritten
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+[llm clean] completed=768000 submitted=768071 kept=3124182 rejected=109614 last=keep reason=rewritten
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+[llm clean] completed=768300 submitted=768371 kept=3124476 rejected=109620 last=keep reason=rewritten
+[llm clean] completed=768400 submitted=768471 kept=3124576 rejected=109620 last=keep reason=rewritten
+[llm clean] completed=768500 submitted=768571 kept=3124673 rejected=109623 last=keep reason=rewritten
+[llm clean] completed=768600 submitted=768671 kept=3124766 rejected=109630 last=keep reason=rewritten
+[llm clean] completed=768700 submitted=768771 kept=3124865 rejected=109631 last=keep reason=rewritten
+[llm clean] completed=768800 submitted=768871 kept=3124963 rejected=109633 last=keep reason=rewritten
+[llm clean] completed=768900 submitted=768971 kept=3125057 rejected=109639 last=keep reason=rewritten
+[llm clean] completed=769000 submitted=769071 kept=3125157 rejected=109639 last=keep reason=rewritten
+[llm clean] completed=769100 submitted=769171 kept=3125253 rejected=109643 last=keep reason=rewritten
+[llm clean] completed=769200 submitted=769271 kept=3125348 rejected=109648 last=keep reason=rewritten
+[llm clean] completed=769300 submitted=769371 kept=3125440 rejected=109656 last=keep reason=rewritten
+[llm clean] completed=769400 submitted=769471 kept=3125535 rejected=109661 last=keep reason=rewritten
+[llm clean] completed=769500 submitted=769571 kept=3125631 rejected=109665 last=keep reason=rewritten
+[llm clean] completed=769600 submitted=769671 kept=3125730 rejected=109666 last=keep reason=rewritten
+[llm clean] completed=769700 submitted=769771 kept=3125828 rejected=109668 last=keep reason=rewritten
+[llm clean] completed=769800 submitted=769871 kept=3125928 rejected=109668 last=keep reason=rewritten
+[llm clean] completed=769900 submitted=769971 kept=3126025 rejected=109671 last=keep reason=rewritten
+[llm clean] completed=770000 submitted=770071 kept=3126123 rejected=109673 last=keep reason=rewritten
+[llm clean] completed=770100 submitted=770171 kept=3126223 rejected=109673 last=keep reason=rewritten
+[llm clean] completed=770200 submitted=770271 kept=3126323 rejected=109673 last=keep reason=rewritten
+[llm clean] completed=770300 submitted=770371 kept=3126421 rejected=109675 last=keep reason=rewritten
+[llm clean] completed=770400 submitted=770471 kept=3126518 rejected=109678 last=keep reason=rewritten
+[llm clean] completed=770500 submitted=770571 kept=3126617 rejected=109679 last=keep reason=rewritten
+[llm clean] completed=770600 submitted=770671 kept=3126717 rejected=109679 last=keep reason=rewritten
+[llm clean] completed=770700 submitted=770771 kept=3126817 rejected=109679 last=keep reason=rewritten
+[llm clean] completed=770800 submitted=770871 kept=3126914 rejected=109682 last=keep reason=rewritten
+[llm clean] completed=770900 submitted=770971 kept=3127012 rejected=109684 last=keep reason=rewritten
+[llm clean] completed=771000 submitted=771071 kept=3127110 rejected=109686 last=keep reason=rewritten
+[llm clean] completed=771100 submitted=771171 kept=3127207 rejected=109689 last=keep reason=rewritten
+[llm clean] completed=771200 submitted=771271 kept=3127306 rejected=109690 last=keep reason=rewritten
+[llm clean] completed=771300 submitted=771371 kept=3127403 rejected=109693 last=reject reason=The text is a list of bibliographic references and footnotes, not a coherent article passage.
+[llm clean] completed=771400 submitted=771471 kept=3127493 rejected=109703 last=keep reason=rewritten
+[llm clean] completed=771500 submitted=771571 kept=3127590 rejected=109706 last=keep reason=rewritten
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+[llm clean] completed=771700 submitted=771771 kept=3127783 rejected=109713 last=keep reason=rewritten
+[llm clean] completed=771800 submitted=771871 kept=3127879 rejected=109717 last=keep reason=rewritten
+[llm clean] completed=771900 submitted=771971 kept=3127977 rejected=109719 last=keep reason=rewritten
+[llm clean] completed=772000 submitted=772071 kept=3128075 rejected=109721 last=keep reason=rewritten
+[llm clean] completed=772100 submitted=772171 kept=3128171 rejected=109725 last=keep reason=rewritten
+[llm clean] completed=772200 submitted=772271 kept=3128267 rejected=109729 last=keep reason=rewritten
+[llm clean] completed=772300 submitted=772371 kept=3128364 rejected=109732 last=keep reason=rewritten
+[llm clean] completed=772400 submitted=772471 kept=3128462 rejected=109734 last=keep reason=rewritten
+[llm clean] completed=772500 submitted=772571 kept=3128553 rejected=109743 last=keep reason=rewritten
+[llm clean] completed=772600 submitted=772671 kept=3128645 rejected=109751 last=keep reason=rewritten
+[llm clean] completed=772700 submitted=772771 kept=3128742 rejected=109754 last=keep reason=rewritten
+[llm clean] completed=772800 submitted=772871 kept=3128841 rejected=109755 last=keep reason=rewritten
+[llm clean] completed=772900 submitted=772971 kept=3128934 rejected=109762 last=keep reason=rewritten
+[llm clean] completed=773000 submitted=773071 kept=3129031 rejected=109765 last=keep reason=rewritten
+[llm clean] completed=773100 submitted=773171 kept=3129126 rejected=109770 last=keep reason=rewritten
+[llm clean] completed=773200 submitted=773271 kept=3129220 rejected=109776 last=keep reason=rewritten
+[llm clean] completed=773300 submitted=773371 kept=3129318 rejected=109778 last=keep reason=rewritten
+[llm clean] completed=773400 submitted=773471 kept=3129416 rejected=109780 last=keep reason=rewritten
+[llm clean] completed=773500 submitted=773571 kept=3129515 rejected=109781 last=keep reason=rewritten
+[llm clean] completed=773600 submitted=773671 kept=3129614 rejected=109782 last=keep reason=rewritten
+[llm clean] completed=773700 submitted=773771 kept=3129711 rejected=109785 last=keep reason=rewritten
+[llm clean] completed=773800 submitted=773871 kept=3129809 rejected=109787 last=keep reason=rewritten
+[llm clean] completed=773900 submitted=773971 kept=3129901 rejected=109795 last=keep reason=rewritten
+[llm clean] completed=774000 submitted=774071 kept=3129996 rejected=109800 last=keep reason=rewritten
+[llm clean] completed=774100 submitted=774171 kept=3130093 rejected=109803 last=keep reason=rewritten
+[llm clean] completed=774200 submitted=774271 kept=3130193 rejected=109803 last=keep reason=rewritten
+[llm clean] completed=774300 submitted=774371 kept=3130292 rejected=109804 last=keep reason=rewritten
+[llm clean] completed=774400 submitted=774471 kept=3130390 rejected=109806 last=keep reason=rewritten
+[llm clean] completed=774500 submitted=774571 kept=3130486 rejected=109810 last=keep reason=rewritten
+[llm clean] completed=774600 submitted=774671 kept=3130585 rejected=109811 last=keep reason=rewritten
+[llm clean] completed=774700 submitted=774771 kept=3130683 rejected=109813 last=keep reason=rewritten
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+[llm clean] completed=774900 submitted=774971 kept=3130883 rejected=109813 last=keep reason=rewritten
+[llm clean] completed=775000 submitted=775071 kept=3130977 rejected=109819 last=keep reason=rewritten
+[llm clean] completed=775100 submitted=775171 kept=3131075 rejected=109821 last=keep reason=rewritten
+[llm clean] completed=775200 submitted=775271 kept=3131171 rejected=109825 last=keep reason=rewritten
+[llm clean] completed=775300 submitted=775371 kept=3131269 rejected=109827 last=keep reason=rewritten
+[llm clean] completed=775400 submitted=775471 kept=3131362 rejected=109834 last=keep reason=rewritten
+[llm clean] completed=775500 submitted=775571 kept=3131461 rejected=109835 last=keep reason=rewritten
+[llm clean] completed=775600 submitted=775671 kept=3131558 rejected=109838 last=keep reason=rewritten
+[llm clean] completed=775700 submitted=775771 kept=3131658 rejected=109838 last=keep reason=rewritten
+[llm clean] completed=775800 submitted=775871 kept=3131758 rejected=109838 last=keep reason=rewritten
+[llm clean] completed=775900 submitted=775971 kept=3131857 rejected=109839 last=keep reason=rewritten
+[llm clean] completed=776000 submitted=776071 kept=3131957 rejected=109839 last=keep reason=rewritten
+[llm clean] completed=776100 submitted=776171 kept=3132054 rejected=109842 last=keep reason=rewritten
+[llm clean] completed=776200 submitted=776271 kept=3132152 rejected=109844 last=keep reason=rewritten
+[llm clean] completed=776300 submitted=776371 kept=3132250 rejected=109846 last=keep reason=rewritten
+[llm clean] completed=776400 submitted=776471 kept=3132348 rejected=109848 last=keep reason=rewritten
+[llm clean] completed=776500 submitted=776571 kept=3132448 rejected=109848 last=keep reason=rewritten
+[llm clean] completed=776600 submitted=776671 kept=3132547 rejected=109849 last=keep reason=rewritten
+[llm clean] completed=776700 submitted=776771 kept=3132646 rejected=109850 last=keep reason=rewritten
+[llm clean] completed=776800 submitted=776871 kept=3132744 rejected=109852 last=keep reason=rewritten
+[llm clean] completed=776900 submitted=776971 kept=3132844 rejected=109852 last=keep reason=rewritten
+[llm clean] completed=777000 submitted=777071 kept=3132942 rejected=109854 last=keep reason=rewritten
+[llm clean] completed=777100 submitted=777171 kept=3133041 rejected=109855 last=keep reason=rewritten
+[llm clean] completed=777200 submitted=777271 kept=3133136 rejected=109860 last=reject reason=The text is primarily a tracklist followed by a series of user reviews and metadata from a file-sharing site. It lacks c
+[llm clean] completed=777300 submitted=777371 kept=3133234 rejected=109862 last=keep reason=rewritten
+[llm clean] completed=777400 submitted=777471 kept=3133326 rejected=109870 last=keep reason=rewritten
+[llm clean] completed=777500 submitted=777571 kept=3133419 rejected=109877 last=keep reason=rewritten
+[llm clean] completed=777600 submitted=777671 kept=3133516 rejected=109880 last=keep reason=rewritten
+[llm clean] completed=777700 submitted=777771 kept=3133615 rejected=109881 last=keep reason=rewritten
+[llm clean] completed=777800 submitted=777871 kept=3133714 rejected=109882 last=keep reason=rewritten
+[llm clean] completed=777900 submitted=777971 kept=3133807 rejected=109889 last=keep reason=rewritten
+[llm clean] completed=778000 submitted=778071 kept=3133903 rejected=109893 last=keep reason=rewritten
+[llm clean] completed=778100 submitted=778171 kept=3134002 rejected=109894 last=keep reason=rewritten
+[llm clean] completed=778200 submitted=778271 kept=3134100 rejected=109896 last=keep reason=rewritten
+[llm clean] completed=778300 submitted=778371 kept=3134200 rejected=109896 last=keep reason=rewritten
+[llm clean] completed=778400 submitted=778471 kept=3134293 rejected=109903 last=keep reason=rewritten
+[llm clean] completed=778500 submitted=778571 kept=3134392 rejected=109904 last=keep reason=rewritten
+[llm clean] completed=778600 submitted=778671 kept=3134489 rejected=109907 last=keep reason=rewritten
+[llm clean] completed=778700 submitted=778771 kept=3134588 rejected=109908 last=keep reason=rewritten
+[llm clean] completed=778800 submitted=778871 kept=3134687 rejected=109909 last=keep reason=rewritten
+[llm clean] completed=778900 submitted=778971 kept=3134784 rejected=109912 last=keep reason=rewritten
+[llm clean] completed=779000 submitted=779071 kept=3134879 rejected=109917 last=keep reason=rewritten
+[llm clean] completed=779100 submitted=779171 kept=3134977 rejected=109919 last=keep reason=rewritten
+[llm clean] completed=779200 submitted=779271 kept=3135073 rejected=109923 last=keep reason=rewritten
+[llm clean] completed=779300 submitted=779371 kept=3135154 rejected=109942 last=keep reason=rewritten
+[llm clean] completed=779400 submitted=779471 kept=3135251 rejected=109945 last=keep reason=rewritten
+[llm clean] completed=779500 submitted=779571 kept=3135350 rejected=109946 last=keep reason=rewritten
+[llm clean] completed=779600 submitted=779671 kept=3135448 rejected=109948 last=keep reason=rewritten
+[llm clean] completed=779700 submitted=779771 kept=3135526 rejected=109970 last=keep reason=rewritten
+[llm clean] completed=779800 submitted=779871 kept=3135623 rejected=109973 last=keep reason=rewritten
+[llm clean] completed=779900 submitted=779971 kept=3135719 rejected=109977 last=keep reason=rewritten
+[llm clean] completed=780000 submitted=780071 kept=3135798 rejected=109998 last=keep reason=rewritten
+[llm clean] completed=780100 submitted=780171 kept=3135896 rejected=110000 last=keep reason=rewritten
+[llm clean] completed=780200 submitted=780271 kept=3135993 rejected=110003 last=keep reason=rewritten
+[llm clean] completed=780300 submitted=780371 kept=3136091 rejected=110005 last=keep reason=rewritten
+[llm clean] completed=780400 submitted=780471 kept=3136188 rejected=110008 last=keep reason=rewritten
+[llm clean] completed=780500 submitted=780571 kept=3136288 rejected=110008 last=keep reason=rewritten
+[llm clean] completed=780600 submitted=780671 kept=3136385 rejected=110011 last=keep reason=rewritten
+[llm clean] completed=780700 submitted=780771 kept=3136483 rejected=110013 last=keep reason=rewritten
+[llm clean] completed=780800 submitted=780871 kept=3136582 rejected=110014 last=keep reason=rewritten
+[llm clean] completed=780900 submitted=780971 kept=3136678 rejected=110018 last=keep reason=rewritten
+[llm clean] completed=781000 submitted=781071 kept=3136776 rejected=110020 last=keep reason=rewritten
+[llm clean] completed=781100 submitted=781171 kept=3136874 rejected=110022 last=keep reason=rewritten
+[llm clean] completed=781200 submitted=781271 kept=3136973 rejected=110023 last=keep reason=rewritten
+[llm clean] completed=781300 submitted=781371 kept=3137069 rejected=110027 last=keep reason=rewritten
+[llm clean] completed=781400 submitted=781471 kept=3137167 rejected=110029 last=keep reason=rewritten
+[llm clean] completed=781500 submitted=781571 kept=3137264 rejected=110032 last=keep reason=rewritten
+[llm clean] completed=781600 submitted=781671 kept=3137362 rejected=110034 last=keep reason=rewritten
+[llm clean] completed=781700 submitted=781771 kept=3137461 rejected=110035 last=keep reason=rewritten
+[llm clean] completed=781800 submitted=781871 kept=3137551 rejected=110045 last=keep reason=rewritten
+[llm clean] completed=781900 submitted=781971 kept=3137649 rejected=110047 last=keep reason=rewritten
+[llm clean] completed=782000 submitted=782071 kept=3137743 rejected=110053 last=keep reason=rewritten
+[llm clean] completed=782100 submitted=782171 kept=3137841 rejected=110055 last=keep reason=rewritten
+[llm clean] completed=782200 submitted=782271 kept=3137911 rejected=110085 last=keep reason=rewritten
+[llm clean] completed=782300 submitted=782371 kept=3138009 rejected=110087 last=keep reason=rewritten
+[llm clean] completed=782400 submitted=782471 kept=3138106 rejected=110090 last=keep reason=rewritten
+[llm clean] completed=782500 submitted=782571 kept=3138197 rejected=110099 last=keep reason=rewritten
+[llm clean] completed=782600 submitted=782671 kept=3138294 rejected=110102 last=keep reason=rewritten
+[llm clean] completed=782700 submitted=782771 kept=3138388 rejected=110108 last=keep reason=rewritten
+[llm clean] completed=782800 submitted=782871 kept=3138488 rejected=110108 last=keep reason=rewritten
+[llm clean] completed=782900 submitted=782971 kept=3138585 rejected=110111 last=keep reason=rewritten
+[llm clean] completed=783000 submitted=783071 kept=3138676 rejected=110120 last=keep reason=rewritten
+[llm clean] completed=783100 submitted=783171 kept=3138775 rejected=110121 last=keep reason=rewritten
+[llm clean] completed=783200 submitted=783271 kept=3138873 rejected=110123 last=keep reason=rewritten
+[llm clean] completed=783300 submitted=783371 kept=3138971 rejected=110125 last=keep reason=rewritten
+[llm clean] completed=783400 submitted=783471 kept=3139067 rejected=110129 last=keep reason=rewritten
+[llm clean] completed=783500 submitted=783571 kept=3139163 rejected=110133 last=keep reason=rewritten
+[llm clean] completed=783600 submitted=783671 kept=3139258 rejected=110138 last=keep reason=rewritten
+[llm clean] completed=783700 submitted=783771 kept=3139353 rejected=110143 last=keep reason=rewritten
+[llm clean] completed=783800 submitted=783871 kept=3139447 rejected=110149 last=keep reason=rewritten
+[llm clean] completed=783900 submitted=783971 kept=3139546 rejected=110150 last=keep reason=rewritten
+[llm clean] completed=784000 submitted=784071 kept=3139638 rejected=110158 last=keep reason=rewritten
+[llm clean] completed=784100 submitted=784171 kept=3139736 rejected=110160 last=keep reason=rewritten
+[llm clean] completed=784200 submitted=784271 kept=3139834 rejected=110162 last=keep reason=rewritten
+[llm clean] completed=784300 submitted=784371 kept=3139933 rejected=110163 last=keep reason=rewritten
+[llm clean] completed=784400 submitted=784471 kept=3140031 rejected=110165 last=keep reason=rewritten
+[llm clean] completed=784500 submitted=784571 kept=3140130 rejected=110166 last=keep reason=rewritten
+[llm clean] completed=784600 submitted=784671 kept=3140211 rejected=110185 last=keep reason=rewritten
+[llm clean] completed=784700 submitted=784771 kept=3140311 rejected=110185 last=keep reason=rewritten
+[llm clean] completed=784800 submitted=784871 kept=3140410 rejected=110186 last=keep reason=rewritten
+[llm clean] completed=784900 submitted=784971 kept=3140510 rejected=110186 last=keep reason=rewritten
+[llm clean] completed=785000 submitted=785071 kept=3140608 rejected=110188 last=keep reason=rewritten
+[llm clean] completed=785100 submitted=785171 kept=3140706 rejected=110190 last=keep reason=rewritten
+[llm clean] completed=785200 submitted=785271 kept=3140799 rejected=110197 last=reject reason=The text is a collection of disjointed, low-quality user reviews and metadata from a file-sharing site, lacking coherent
+[llm clean] completed=785300 submitted=785371 kept=3140896 rejected=110200 last=keep reason=rewritten
+[llm clean] completed=785400 submitted=785471 kept=3140994 rejected=110202 last=keep reason=rewritten
+[llm clean] completed=785500 submitted=785571 kept=3141087 rejected=110209 last=keep reason=rewritten
+[llm clean] completed=785600 submitted=785671 kept=3141182 rejected=110214 last=keep reason=rewritten
+[llm clean] completed=785700 submitted=785771 kept=3141282 rejected=110214 last=keep reason=rewritten
+[llm clean] completed=785800 submitted=785871 kept=3141382 rejected=110214 last=keep reason=rewritten
+[llm clean] completed=785900 submitted=785971 kept=3141481 rejected=110215 last=keep reason=rewritten
+[llm clean] completed=786000 submitted=786071 kept=3141577 rejected=110219 last=reject reason=The input is a raw data table containing vaccination statistics without surrounding narrative or context. It consists of
+[llm clean] completed=786100 submitted=786171 kept=3141676 rejected=110220 last=keep reason=rewritten
+[llm clean] completed=786200 submitted=786271 kept=3141776 rejected=110220 last=keep reason=rewritten
+[llm clean] completed=786300 submitted=786371 kept=3141876 rejected=110220 last=keep reason=rewritten
+[llm clean] completed=786400 submitted=786471 kept=3141973 rejected=110223 last=keep reason=rewritten
+[llm clean] completed=786500 submitted=786571 kept=3142062 rejected=110234 last=keep reason=rewritten
+[llm clean] completed=786600 submitted=786671 kept=3142155 rejected=110241 last=reject reason=The text consists entirely of photo captions and metadata without a coherent narrative or article structure.
+[llm clean] completed=786700 submitted=786771 kept=3142251 rejected=110245 last=reject reason=The text promotes hate speech, eugenics, racial segregation, and genocide. It violates safety guidelines regarding harmf
+[llm clean] completed=786800 submitted=786871 kept=3142348 rejected=110248 last=keep reason=rewritten
+[llm clean] completed=786900 submitted=786971 kept=3142446 rejected=110250 last=keep reason=rewritten
+[llm clean] completed=787000 submitted=787071 kept=3142543 rejected=110253 last=keep reason=rewritten
+[llm clean] completed=787100 submitted=787171 kept=3142642 rejected=110254 last=keep reason=rewritten
+[llm clean] completed=787200 submitted=787271 kept=3142740 rejected=110256 last=keep reason=rewritten
+[llm clean] completed=787300 submitted=787371 kept=3142837 rejected=110259 last=keep reason=rewritten
+[llm clean] completed=787400 submitted=787471 kept=3142930 rejected=110266 last=keep reason=rewritten
+[llm clean] completed=787500 submitted=787571 kept=3143025 rejected=110271 last=keep reason=rewritten
+[llm clean] completed=787600 submitted=787671 kept=3143122 rejected=110274 last=keep reason=rewritten
+[llm clean] completed=787700 submitted=787771 kept=3143221 rejected=110275 last=keep reason=rewritten
+[llm clean] completed=787800 submitted=787871 kept=3143319 rejected=110277 last=keep reason=rewritten
+[llm clean] completed=787900 submitted=787971 kept=3143416 rejected=110280 last=keep reason=rewritten
+[llm clean] completed=788000 submitted=788071 kept=3143516 rejected=110280 last=keep reason=rewritten
+[llm clean] completed=788100 submitted=788171 kept=3143613 rejected=110283 last=keep reason=rewritten
+[llm clean] completed=788200 submitted=788271 kept=3143711 rejected=110285 last=keep reason=rewritten
+[llm clean] completed=788300 submitted=788371 kept=3143811 rejected=110285 last=keep reason=rewritten
+[llm clean] completed=788400 submitted=788471 kept=3143908 rejected=110288 last=keep reason=rewritten
+[llm clean] completed=788500 submitted=788571 kept=3144005 rejected=110291 last=keep reason=rewritten
+[llm clean] completed=788600 submitted=788671 kept=3144102 rejected=110294 last=keep reason=rewritten
+[llm clean] completed=788700 submitted=788771 kept=3144191 rejected=110305 last=keep reason=rewritten
+[llm clean] completed=788800 submitted=788871 kept=3144264 rejected=110332 last=keep reason=rewritten
+[llm clean] completed=788900 submitted=788971 kept=3144363 rejected=110333 last=keep reason=rewritten
+[llm clean] completed=789000 submitted=789071 kept=3144456 rejected=110340 last=keep reason=rewritten
+[llm clean] completed=789100 submitted=789171 kept=3144547 rejected=110349 last=keep reason=rewritten
+[llm clean] completed=789200 submitted=789271 kept=3144621 rejected=110375 last=keep reason=rewritten
+[llm clean] completed=789300 submitted=789371 kept=3144720 rejected=110376 last=reject reason=The text is a fragmented, nonsensical parody of a nursery rhyme mixed with isolated, incoherent descriptions of arrests 
+[llm clean] completed=789400 submitted=789471 kept=3144818 rejected=110378 last=keep reason=rewritten
+[llm clean] completed=789500 submitted=789571 kept=3144909 rejected=110387 last=keep reason=rewritten
+[llm clean] completed=789600 submitted=789671 kept=3145005 rejected=110391 last=keep reason=rewritten
+[llm clean] completed=789700 submitted=789771 kept=3145104 rejected=110392 last=keep reason=rewritten
+[llm clean] completed=789800 submitted=789871 kept=3145199 rejected=110397 last=keep reason=rewritten
+[llm clean] completed=789900 submitted=789971 kept=3145285 rejected=110411 last=keep reason=rewritten
+[llm clean] completed=790000 submitted=790071 kept=3145378 rejected=110418 last=keep reason=rewritten
+[llm clean] completed=790100 submitted=790171 kept=3145477 rejected=110419 last=keep reason=rewritten
+[llm clean] completed=790200 submitted=790271 kept=3145574 rejected=110422 last=keep reason=rewritten
+[llm clean] completed=790300 submitted=790371 kept=3145659 rejected=110437 last=keep reason=rewritten
+[llm clean] completed=790400 submitted=790471 kept=3145757 rejected=110439 last=reject reason=The text is a disjointed collection of social media posts, promotional boilerplate, and fragmented thoughts lacking cohe
+[llm clean] completed=790500 submitted=790571 kept=3145856 rejected=110440 last=keep reason=rewritten
+[llm clean] completed=790600 submitted=790671 kept=3145944 rejected=110452 last=keep reason=rewritten
+[llm clean] completed=790700 submitted=790771 kept=3146043 rejected=110453 last=keep reason=rewritten
+[llm clean] completed=790800 submitted=790871 kept=3146140 rejected=110456 last=keep reason=rewritten
+[llm clean] completed=790900 submitted=790971 kept=3146237 rejected=110459 last=keep reason=rewritten
+[llm clean] completed=791000 submitted=791071 kept=3146327 rejected=110469 last=keep reason=rewritten
+[llm clean] completed=791100 submitted=791171 kept=3146424 rejected=110472 last=keep reason=rewritten
+[llm clean] completed=791200 submitted=791271 kept=3146521 rejected=110475 last=keep reason=rewritten
+[llm clean] completed=791300 submitted=791371 kept=3146617 rejected=110479 last=reject reason=The text is a highly opinionated, conspiratorial, and incoherent rant lacking coherent article-style prose structure. It
+[llm clean] completed=791400 submitted=791471 kept=3146715 rejected=110481 last=keep reason=rewritten
+[llm clean] completed=791500 submitted=791571 kept=3146815 rejected=110481 last=keep reason=rewritten
+[llm clean] completed=791600 submitted=791671 kept=3146912 rejected=110484 last=keep reason=rewritten
+[llm clean] completed=791700 submitted=791771 kept=3147010 rejected=110486 last=keep reason=rewritten
+[llm clean] completed=791800 submitted=791871 kept=3147109 rejected=110487 last=keep reason=rewritten
+[llm clean] completed=791900 submitted=791971 kept=3147204 rejected=110492 last=keep reason=rewritten
+[llm clean] completed=792000 submitted=792071 kept=3147304 rejected=110492 last=keep reason=rewritten
+[llm clean] completed=792100 submitted=792171 kept=3147403 rejected=110493 last=keep reason=rewritten
+[llm clean] completed=792200 submitted=792271 kept=3147501 rejected=110495 last=keep reason=rewritten
+[llm clean] completed=792300 submitted=792371 kept=3147599 rejected=110497 last=keep reason=rewritten
+[llm clean] completed=792400 submitted=792471 kept=3147698 rejected=110498 last=keep reason=rewritten
+[llm clean] completed=792500 submitted=792571 kept=3147793 rejected=110503 last=keep reason=rewritten
+[llm clean] completed=792600 submitted=792671 kept=3147888 rejected=110508 last=keep reason=rewritten
+[llm clean] completed=792700 submitted=792771 kept=3147986 rejected=110510 last=keep reason=rewritten
+[llm clean] completed=792800 submitted=792871 kept=3148081 rejected=110515 last=keep reason=rewritten
+[llm clean] completed=792900 submitted=792971 kept=3148176 rejected=110520 last=keep reason=rewritten
+[llm clean] completed=793000 submitted=793071 kept=3148273 rejected=110523 last=keep reason=rewritten
+[llm clean] completed=793100 submitted=793171 kept=3148367 rejected=110529 last=keep reason=rewritten
+[llm clean] completed=793200 submitted=793271 kept=3148460 rejected=110536 last=keep reason=rewritten
+[llm clean] completed=793300 submitted=793371 kept=3148557 rejected=110539 last=keep reason=rewritten
+[llm clean] completed=793400 submitted=793471 kept=3148653 rejected=110543 last=keep reason=rewritten
+[llm clean] completed=793500 submitted=793571 kept=3148750 rejected=110546 last=keep reason=rewritten
+[llm clean] completed=793600 submitted=793671 kept=3148848 rejected=110548 last=reject reason=The text is a disjointed collection of satirical quotes, a game description, and isolated metadata/captions. It lacks co
+[llm clean] completed=793700 submitted=793771 kept=3148943 rejected=110553 last=keep reason=rewritten
+[llm clean] completed=793800 submitted=793871 kept=3149040 rejected=110556 last=keep reason=rewritten
+[llm clean] completed=793900 submitted=793971 kept=3149136 rejected=110560 last=keep reason=rewritten
+[llm clean] completed=794000 submitted=794071 kept=3149231 rejected=110565 last=keep reason=rewritten
+[llm clean] completed=794100 submitted=794171 kept=3149329 rejected=110567 last=keep reason=rewritten
+[llm clean] completed=794200 submitted=794271 kept=3149428 rejected=110568 last=keep reason=rewritten
+[llm clean] completed=794300 submitted=794371 kept=3149523 rejected=110573 last=keep reason=rewritten
+[llm clean] completed=794400 submitted=794471 kept=3149622 rejected=110574 last=keep reason=rewritten
+[llm clean] completed=794500 submitted=794571 kept=3149717 rejected=110579 last=keep reason=rewritten
+[llm clean] completed=794600 submitted=794671 kept=3149814 rejected=110582 last=keep reason=rewritten
+[llm clean] completed=794700 submitted=794771 kept=3149913 rejected=110583 last=keep reason=rewritten
+[llm clean] completed=794800 submitted=794871 kept=3150012 rejected=110584 last=keep reason=rewritten
+[llm clean] completed=794900 submitted=794971 kept=3150102 rejected=110594 last=keep reason=rewritten
+[llm clean] completed=795000 submitted=795071 kept=3150201 rejected=110595 last=keep reason=rewritten
+[llm clean] completed=795100 submitted=795171 kept=3150296 rejected=110600 last=keep reason=rewritten
+[llm clean] completed=795200 submitted=795271 kept=3150394 rejected=110602 last=keep reason=rewritten
+[llm clean] completed=795300 submitted=795371 kept=3150489 rejected=110607 last=keep reason=rewritten
+[llm clean] completed=795400 submitted=795471 kept=3150586 rejected=110610 last=keep reason=rewritten
+[llm clean] completed=795500 submitted=795571 kept=3150686 rejected=110610 last=keep reason=rewritten
+[llm clean] completed=795600 submitted=795671 kept=3150784 rejected=110612 last=keep reason=rewritten
+[llm clean] completed=795700 submitted=795771 kept=3150882 rejected=110614 last=keep reason=rewritten
+[llm clean] completed=795800 submitted=795871 kept=3150982 rejected=110614 last=keep reason=rewritten
+[llm clean] completed=795900 submitted=795971 kept=3151080 rejected=110616 last=keep reason=rewritten
+[llm clean] completed=796000 submitted=796071 kept=3151177 rejected=110619 last=keep reason=rewritten
+[llm clean] completed=796100 submitted=796171 kept=3151270 rejected=110626 last=keep reason=rewritten
+[llm clean] completed=796200 submitted=796271 kept=3151369 rejected=110627 last=keep reason=rewritten
+[llm clean] completed=796300 submitted=796371 kept=3151468 rejected=110628 last=keep reason=rewritten
+[llm clean] completed=796400 submitted=796471 kept=3151567 rejected=110629 last=keep reason=rewritten
+[llm clean] completed=796500 submitted=796571 kept=3151666 rejected=110630 last=keep reason=rewritten
+[llm clean] completed=796600 submitted=796671 kept=3151765 rejected=110631 last=keep reason=rewritten
+[llm clean] completed=796700 submitted=796771 kept=3151865 rejected=110631 last=keep reason=rewritten
+[llm clean] completed=796800 submitted=796871 kept=3151964 rejected=110632 last=keep reason=rewritten
+[llm clean] completed=796900 submitted=796971 kept=3152064 rejected=110632 last=keep reason=rewritten
+[llm clean] completed=797000 submitted=797071 kept=3152160 rejected=110636 last=keep reason=rewritten
+[llm clean] completed=797100 submitted=797171 kept=3152254 rejected=110642 last=keep reason=rewritten
+[llm clean] completed=797200 submitted=797271 kept=3152354 rejected=110642 last=keep reason=rewritten
+[llm clean] completed=797300 submitted=797371 kept=3152452 rejected=110644 last=keep reason=rewritten
+[llm clean] completed=797400 submitted=797471 kept=3152552 rejected=110644 last=keep reason=rewritten
+[llm clean] completed=797500 submitted=797571 kept=3152649 rejected=110647 last=keep reason=rewritten
+[llm clean] completed=797600 submitted=797671 kept=3152745 rejected=110651 last=keep reason=rewritten
+[llm clean] completed=797700 submitted=797771 kept=3152845 rejected=110651 last=keep reason=rewritten
+[llm clean] completed=797800 submitted=797871 kept=3152944 rejected=110652 last=keep reason=rewritten
+[llm clean] completed=797900 submitted=797971 kept=3153043 rejected=110653 last=keep reason=rewritten
+[llm clean] completed=798000 submitted=798071 kept=3153142 rejected=110654 last=keep reason=rewritten
+[llm clean] completed=798100 submitted=798171 kept=3153240 rejected=110656 last=keep reason=rewritten
+[llm clean] completed=798200 submitted=798271 kept=3153335 rejected=110661 last=keep reason=rewritten
+[llm clean] completed=798300 submitted=798371 kept=3153427 rejected=110669 last=keep reason=rewritten
+[llm clean] completed=798400 submitted=798471 kept=3153523 rejected=110673 last=keep reason=rewritten
+[llm clean] completed=798500 submitted=798571 kept=3153596 rejected=110700 last=keep reason=rewritten
+[llm clean] completed=798600 submitted=798671 kept=3153695 rejected=110701 last=keep reason=rewritten
+[llm clean] completed=798700 submitted=798771 kept=3153794 rejected=110702 last=keep reason=rewritten
+[llm clean] completed=798800 submitted=798871 kept=3153892 rejected=110704 last=keep reason=rewritten
+[llm clean] completed=798900 submitted=798971 kept=3153992 rejected=110704 last=keep reason=rewritten
+[llm clean] completed=799000 submitted=799071 kept=3154092 rejected=110704 last=keep reason=rewritten
+[llm clean] completed=799100 submitted=799171 kept=3154189 rejected=110707 last=keep reason=rewritten
+[llm clean] completed=799200 submitted=799271 kept=3154285 rejected=110711 last=keep reason=rewritten
+[llm clean] completed=799300 submitted=799371 kept=3154383 rejected=110713 last=keep reason=rewritten
+[llm clean] completed=799400 submitted=799471 kept=3154482 rejected=110714 last=keep reason=rewritten
+[llm clean] completed=799500 submitted=799571 kept=3154579 rejected=110717 last=reject reason=The text is a raw roster of election candidates, districts, and towns, interspersed with update logs and metadata. It la
+[llm clean] completed=799600 submitted=799671 kept=3154677 rejected=110719 last=keep reason=rewritten
+[llm clean] completed=799700 submitted=799771 kept=3154769 rejected=110727 last=keep reason=rewritten
+[llm clean] completed=799800 submitted=799871 kept=3154864 rejected=110732 last=keep reason=rewritten
+[llm clean] completed=799900 submitted=799971 kept=3154963 rejected=110733 last=keep reason=rewritten
+[llm clean] completed=800000 submitted=800071 kept=3155060 rejected=110736 last=keep reason=rewritten
+[llm clean] completed=800100 submitted=800171 kept=3155158 rejected=110738 last=keep reason=rewritten
+[llm clean] completed=800200 submitted=800271 kept=3155254 rejected=110742 last=keep reason=rewritten
+[llm clean] completed=800300 submitted=800371 kept=3155351 rejected=110745 last=keep reason=rewritten
+[llm clean] completed=800400 submitted=800471 kept=3155447 rejected=110749 last=keep reason=rewritten
+[llm clean] completed=800500 submitted=800571 kept=3155546 rejected=110750 last=keep reason=rewritten
+[llm clean] completed=800600 submitted=800671 kept=3155643 rejected=110753 last=keep reason=rewritten
+[llm clean] completed=800700 submitted=800771 kept=3155736 rejected=110760 last=keep reason=rewritten
+[llm clean] completed=800800 submitted=800870 kept=3155835 rejected=110761 last=keep reason=rewritten
+[llm clean] completed=800900 submitted=800971 kept=3155910 rejected=110786 last=keep reason=rewritten
+[llm clean] completed=801000 submitted=801071 kept=3156010 rejected=110786 last=keep reason=rewritten
+[llm clean] completed=801100 submitted=801171 kept=3156110 rejected=110786 last=keep reason=rewritten
+[llm clean] completed=801200 submitted=801271 kept=3156206 rejected=110790 last=keep reason=rewritten
+[llm clean] completed=801300 submitted=801371 kept=3156299 rejected=110797 last=keep reason=rewritten
+[llm clean] completed=801400 submitted=801471 kept=3156394 rejected=110802 last=keep reason=rewritten
+[llm clean] completed=801500 submitted=801571 kept=3156490 rejected=110806 last=keep reason=rewritten
+[llm clean] completed=801600 submitted=801671 kept=3156589 rejected=110807 last=keep reason=rewritten
+[llm clean] completed=801700 submitted=801771 kept=3156686 rejected=110810 last=keep reason=rewritten
+[llm clean] completed=801800 submitted=801871 kept=3156781 rejected=110815 last=keep reason=rewritten
+[llm clean] completed=801900 submitted=801971 kept=3156880 rejected=110816 last=keep reason=rewritten
+[llm clean] completed=802000 submitted=802071 kept=3156980 rejected=110816 last=keep reason=rewritten
+[llm clean] completed=802100 submitted=802171 kept=3157073 rejected=110823 last=keep reason=rewritten
+[llm clean] completed=802200 submitted=802271 kept=3157171 rejected=110825 last=keep reason=rewritten
+[llm clean] completed=802300 submitted=802371 kept=3157267 rejected=110829 last=keep reason=rewritten
+[llm clean] completed=802400 submitted=802471 kept=3157357 rejected=110839 last=keep reason=rewritten
+[llm clean] completed=802500 submitted=802571 kept=3157456 rejected=110840 last=keep reason=rewritten
+[llm clean] completed=802600 submitted=802671 kept=3157556 rejected=110840 last=keep reason=rewritten
+[llm clean] completed=802700 submitted=802771 kept=3157652 rejected=110844 last=keep reason=rewritten
+[llm clean] completed=802800 submitted=802871 kept=3157749 rejected=110847 last=keep reason=rewritten
+[llm clean] completed=802900 submitted=802971 kept=3157841 rejected=110855 last=keep reason=rewritten
+[llm clean] completed=803000 submitted=803071 kept=3157939 rejected=110857 last=keep reason=rewritten
+[llm clean] completed=803100 submitted=803171 kept=3158038 rejected=110858 last=keep reason=rewritten
+[llm clean] completed=803200 submitted=803271 kept=3158129 rejected=110867 last=reject reason=The input is a raw, unstructured data dump (likely PHP array output) containing item statistics and metadata for a video
+[llm clean] completed=803300 submitted=803371 kept=3158209 rejected=110887 last=keep reason=rewritten
+[llm clean] completed=803400 submitted=803471 kept=3158308 rejected=110888 last=keep reason=rewritten
+[llm clean] completed=803500 submitted=803571 kept=3158408 rejected=110888 last=keep reason=rewritten
+[llm clean] completed=803600 submitted=803671 kept=3158504 rejected=110892 last=keep reason=rewritten
+[llm clean] completed=803700 submitted=803771 kept=3158596 rejected=110900 last=keep reason=rewritten
+[llm clean] completed=803800 submitted=803871 kept=3158692 rejected=110904 last=keep reason=rewritten
+[llm clean] completed=803900 submitted=803971 kept=3158790 rejected=110906 last=keep reason=rewritten
+[llm clean] completed=804000 submitted=804071 kept=3158888 rejected=110908 last=keep reason=rewritten
+[llm clean] completed=804100 submitted=804171 kept=3158985 rejected=110911 last=reject reason=The text is mostly code snippets, function definitions, and test metadata rather than coherent article-style prose. It l
+[llm clean] completed=804200 submitted=804271 kept=3159083 rejected=110913 last=keep reason=rewritten
+[llm clean] completed=804300 submitted=804371 kept=3159159 rejected=110937 last=keep reason=rewritten
+[llm clean] completed=804400 submitted=804471 kept=3159255 rejected=110941 last=keep reason=rewritten
+[llm clean] completed=804500 submitted=804571 kept=3159352 rejected=110944 last=keep reason=rewritten
+[llm clean] completed=804600 submitted=804671 kept=3159451 rejected=110945 last=keep reason=rewritten
+[llm clean] completed=804700 submitted=804771 kept=3159549 rejected=110947 last=keep reason=rewritten
+[llm clean] completed=804800 submitted=804871 kept=3159644 rejected=110952 last=keep reason=rewritten
+[llm clean] completed=804900 submitted=804971 kept=3159739 rejected=110957 last=keep reason=rewritten
+[llm clean] completed=805000 submitted=805071 kept=3159837 rejected=110959 last=keep reason=rewritten
+[llm clean] completed=805100 submitted=805171 kept=3159934 rejected=110962 last=keep reason=rewritten
+[llm clean] completed=805200 submitted=805271 kept=3160031 rejected=110965 last=keep reason=rewritten
+[llm clean] completed=805300 submitted=805371 kept=3160130 rejected=110966 last=keep reason=rewritten
+[llm clean] completed=805400 submitted=805471 kept=3160227 rejected=110969 last=keep reason=rewritten
+[llm clean] completed=805500 submitted=805571 kept=3160325 rejected=110971 last=keep reason=rewritten
+[llm clean] completed=805600 submitted=805671 kept=3160424 rejected=110972 last=keep reason=rewritten
+[llm clean] completed=805700 submitted=805771 kept=3160519 rejected=110977 last=keep reason=rewritten
+[llm clean] completed=805800 submitted=805871 kept=3160619 rejected=110977 last=keep reason=rewritten
+[llm clean] completed=805900 submitted=805971 kept=3160718 rejected=110978 last=keep reason=rewritten
+[llm clean] completed=806000 submitted=806071 kept=3160817 rejected=110979 last=keep reason=rewritten
+[llm clean] completed=806100 submitted=806171 kept=3160916 rejected=110980 last=keep reason=rewritten
+[llm clean] completed=806200 submitted=806271 kept=3161014 rejected=110982 last=keep reason=rewritten
+[llm clean] completed=806300 submitted=806371 kept=3161112 rejected=110984 last=keep reason=rewritten
+[llm clean] completed=806400 submitted=806471 kept=3161210 rejected=110986 last=keep reason=rewritten
+[llm clean] completed=806500 submitted=806571 kept=3161298 rejected=110998 last=keep reason=rewritten
+[llm clean] completed=806600 submitted=806671 kept=3161377 rejected=111019 last=reject reason=The input is a fragment of C source code, not natural language text. It contains function definitions, variable declarat
+[llm clean] completed=806700 submitted=806771 kept=3161457 rejected=111039 last=keep reason=rewritten
+[llm clean] completed=806800 submitted=806871 kept=3161554 rejected=111042 last=keep reason=rewritten
+[llm clean] completed=806900 submitted=806971 kept=3161651 rejected=111045 last=keep reason=rewritten
+[llm clean] completed=807000 submitted=807071 kept=3161750 rejected=111046 last=keep reason=rewritten
+[llm clean] completed=807100 submitted=807171 kept=3161848 rejected=111048 last=keep reason=rewritten
+[llm clean] completed=807200 submitted=807271 kept=3161948 rejected=111048 last=keep reason=rewritten
+[llm clean] completed=807300 submitted=807371 kept=3162047 rejected=111049 last=keep reason=rewritten
+[llm clean] completed=807400 submitted=807471 kept=3162139 rejected=111057 last=reject reason=The input is a list of unrelated news headlines and brief summaries without coherent narrative structure, making it unsu
+[llm clean] completed=807500 submitted=807571 kept=3162230 rejected=111066 last=keep reason=rewritten
+[llm clean] completed=807600 submitted=807671 kept=3162329 rejected=111067 last=keep reason=rewritten
+[llm clean] completed=807700 submitted=807771 kept=3162428 rejected=111068 last=keep reason=rewritten
+[llm clean] completed=807800 submitted=807871 kept=3162524 rejected=111072 last=keep reason=rewritten
+[llm clean] completed=807900 submitted=807971 kept=3162618 rejected=111078 last=keep reason=rewritten
+[llm clean] completed=808000 submitted=808071 kept=3162714 rejected=111082 last=keep reason=rewritten
+[llm clean] completed=808100 submitted=808171 kept=3162811 rejected=111085 last=keep reason=rewritten
+[llm clean] completed=808200 submitted=808271 kept=3162911 rejected=111085 last=keep reason=rewritten
+[llm clean] completed=808300 submitted=808371 kept=3163010 rejected=111086 last=keep reason=rewritten
+[llm clean] completed=808400 submitted=808471 kept=3163107 rejected=111089 last=keep reason=rewritten
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+[llm clean] completed=808600 submitted=808671 kept=3163297 rejected=111099 last=keep reason=rewritten
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+[llm clean] completed=809000 submitted=809071 kept=3163696 rejected=111100 last=keep reason=rewritten
+[llm clean] completed=809100 submitted=809171 kept=3163793 rejected=111103 last=keep reason=rewritten
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+[llm clean] completed=809300 submitted=809371 kept=3163990 rejected=111106 last=keep reason=rewritten
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+[llm clean] completed=809700 submitted=809771 kept=3164364 rejected=111132 last=keep reason=rewritten
+[llm clean] completed=809800 submitted=809871 kept=3164458 rejected=111138 last=reject reason=The text is a forum thread with user metadata, signatures, and low-context comments. It lacks a coherent narrative or ar
+[llm clean] completed=809900 submitted=809971 kept=3164554 rejected=111142 last=keep reason=rewritten
+[llm clean] completed=810000 submitted=810071 kept=3164652 rejected=111144 last=keep reason=rewritten
+[llm clean] completed=810100 submitted=810171 kept=3164744 rejected=111152 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=810200 submitted=810271 kept=3164833 rejected=111163 last=keep reason=rewritten
+[llm clean] completed=810300 submitted=810371 kept=3164931 rejected=111165 last=reject reason=The text is a disjointed collection of unrelated sports snippets, author contact information, and boilerplate, lacking a
+[llm clean] completed=810400 submitted=810471 kept=3165029 rejected=111167 last=keep reason=rewritten
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+[llm clean] completed=812000 submitted=812071 kept=3166562 rejected=111234 last=keep reason=rewritten
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+[llm clean] completed=812200 submitted=812271 kept=3166757 rejected=111239 last=keep reason=rewritten
+[llm clean] completed=812300 submitted=812371 kept=3166853 rejected=111243 last=keep reason=rewritten
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+[llm clean] completed=812600 submitted=812671 kept=3167143 rejected=111253 last=keep reason=rewritten
+[llm clean] completed=812700 submitted=812771 kept=3167242 rejected=111254 last=keep reason=rewritten
+[llm clean] completed=812800 submitted=812871 kept=3167332 rejected=111264 last=reject reason=The text is a fragmented, low-context groupbuy announcement that has already been cancelled, consisting mostly of pricin
+[llm clean] completed=812900 submitted=812971 kept=3167430 rejected=111266 last=keep reason=rewritten
+[llm clean] completed=813000 submitted=813071 kept=3167529 rejected=111267 last=keep reason=rewritten
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+[llm clean] completed=814800 submitted=814871 kept=3169229 rejected=111367 last=keep reason=rewritten
+[llm clean] completed=814900 submitted=814971 kept=3169329 rejected=111367 last=keep reason=rewritten
+[llm clean] completed=815000 submitted=815071 kept=3169426 rejected=111370 last=keep reason=rewritten
+[llm clean] completed=815100 submitted=815171 kept=3169525 rejected=111371 last=keep reason=rewritten
+[llm clean] completed=815200 submitted=815271 kept=3169622 rejected=111374 last=keep reason=rewritten
+[llm clean] completed=815300 submitted=815371 kept=3169718 rejected=111378 last=keep reason=rewritten
+[llm clean] completed=815400 submitted=815471 kept=3169816 rejected=111380 last=keep reason=rewritten
+[llm clean] completed=815500 submitted=815571 kept=3169912 rejected=111384 last=keep reason=rewritten
+[llm clean] completed=815600 submitted=815671 kept=3170006 rejected=111390 last=reject reason=The text is a list of footnotes and bibliographic references without coherent article-style prose content.
+[llm clean] completed=815700 submitted=815771 kept=3170085 rejected=111411 last=keep reason=rewritten
+[llm clean] completed=815800 submitted=815871 kept=3170179 rejected=111417 last=keep reason=rewritten
+[llm clean] completed=815900 submitted=815971 kept=3170276 rejected=111420 last=keep reason=rewritten
+[llm clean] completed=816000 submitted=816071 kept=3170375 rejected=111421 last=reject reason=The text is mostly a mix of software feature lists, configuration file contents, and fragmented installation instruction
+[llm clean] completed=816100 submitted=816171 kept=3170473 rejected=111423 last=keep reason=rewritten
+[llm clean] completed=816200 submitted=816271 kept=3170572 rejected=111424 last=keep reason=rewritten
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+[llm clean] completed=827200 submitted=827271 kept=3181266 rejected=111730 last=reject reason=The text contains explicit sexual content, non-consensual sexual themes, and is primarily a repetitive, low-quality inte
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+[llm clean] completed=831700 submitted=831771 kept=3185621 rejected=111875 last=keep reason=rewritten
+[llm clean] completed=831800 submitted=831871 kept=3185719 rejected=111877 last=keep reason=rewritten
+[llm clean] completed=831900 submitted=831971 kept=3185815 rejected=111881 last=keep reason=rewritten
+[llm clean] completed=832000 submitted=832071 kept=3185913 rejected=111883 last=keep reason=rewritten
+[llm clean] completed=832100 submitted=832171 kept=3186011 rejected=111885 last=keep reason=rewritten
+[llm clean] completed=832200 submitted=832271 kept=3186110 rejected=111886 last=keep reason=rewritten
+[llm clean] completed=832300 submitted=832371 kept=3186208 rejected=111888 last=keep reason=rewritten
+[llm clean] completed=832400 submitted=832471 kept=3186295 rejected=111901 last=keep reason=rewritten
+[llm clean] completed=832500 submitted=832571 kept=3186388 rejected=111908 last=keep reason=rewritten
+[llm clean] completed=832600 submitted=832671 kept=3186482 rejected=111914 last=keep reason=rewritten
+[llm clean] completed=832700 submitted=832771 kept=3186582 rejected=111914 last=keep reason=rewritten
+[llm clean] completed=832800 submitted=832871 kept=3186681 rejected=111915 last=keep reason=rewritten
+[llm clean] completed=832900 submitted=832971 kept=3186778 rejected=111918 last=keep reason=rewritten
+[llm clean] completed=833000 submitted=833071 kept=3186872 rejected=111924 last=keep reason=rewritten
+[llm clean] completed=833100 submitted=833171 kept=3186971 rejected=111925 last=keep reason=rewritten
+[llm clean] completed=833200 submitted=833271 kept=3187070 rejected=111926 last=keep reason=rewritten
+[llm clean] completed=833300 submitted=833371 kept=3187162 rejected=111934 last=keep reason=rewritten
+[llm clean] completed=833400 submitted=833471 kept=3187257 rejected=111939 last=keep reason=rewritten
+[llm clean] completed=833500 submitted=833571 kept=3187353 rejected=111943 last=keep reason=rewritten
+[llm clean] completed=833600 submitted=833671 kept=3187450 rejected=111946 last=keep reason=rewritten
+[llm clean] completed=833700 submitted=833771 kept=3187542 rejected=111954 last=keep reason=rewritten
+[llm clean] completed=833800 submitted=833871 kept=3187639 rejected=111957 last=keep reason=rewritten
+[llm clean] completed=833900 submitted=833971 kept=3187739 rejected=111957 last=keep reason=rewritten
+[llm clean] completed=834000 submitted=834071 kept=3187837 rejected=111959 last=keep reason=rewritten
+[llm clean] completed=834100 submitted=834171 kept=3187935 rejected=111961 last=keep reason=rewritten
+[llm clean] completed=834200 submitted=834271 kept=3188031 rejected=111965 last=keep reason=rewritten
+[llm clean] completed=834300 submitted=834371 kept=3188125 rejected=111971 last=keep reason=rewritten
+[llm clean] completed=834400 submitted=834471 kept=3188225 rejected=111971 last=keep reason=rewritten
+[llm clean] completed=834500 submitted=834571 kept=3188318 rejected=111978 last=keep reason=rewritten
+[llm clean] completed=834600 submitted=834670 kept=3188416 rejected=111980 last=keep reason=rewritten
+[llm clean] completed=834700 submitted=834771 kept=3188512 rejected=111984 last=keep reason=rewritten
+[llm clean] completed=834800 submitted=834871 kept=3188602 rejected=111994 last=keep reason=rewritten
+[llm clean] completed=834900 submitted=834971 kept=3188702 rejected=111994 last=keep reason=rewritten
+[llm clean] completed=835000 submitted=835071 kept=3188801 rejected=111995 last=keep reason=rewritten
+[llm clean] completed=835100 submitted=835171 kept=3188900 rejected=111996 last=keep reason=rewritten
+[llm clean] completed=835200 submitted=835271 kept=3188996 rejected=112000 last=keep reason=rewritten
+[llm clean] completed=835300 submitted=835371 kept=3189091 rejected=112005 last=keep reason=rewritten
+[llm clean] completed=835400 submitted=835471 kept=3189191 rejected=112005 last=keep reason=rewritten
+[llm clean] completed=835500 submitted=835571 kept=3189290 rejected=112006 last=keep reason=rewritten
+[llm clean] completed=835600 submitted=835671 kept=3189383 rejected=112013 last=reject reason=The text is a roster of names (football players) with no surrounding context, making it impossible to rewrite into coher
+[llm clean] completed=835700 submitted=835771 kept=3189462 rejected=112034 last=keep reason=rewritten
+[llm clean] completed=835800 submitted=835871 kept=3189556 rejected=112040 last=keep reason=rewritten
+[llm clean] completed=835900 submitted=835971 kept=3189646 rejected=112050 last=keep reason=rewritten
+[llm clean] completed=836000 submitted=836071 kept=3189741 rejected=112055 last=keep reason=rewritten
+[llm clean] completed=836100 submitted=836171 kept=3189838 rejected=112058 last=keep reason=rewritten
+[llm clean] completed=836200 submitted=836271 kept=3189934 rejected=112062 last=keep reason=rewritten
+[llm clean] completed=836300 submitted=836371 kept=3190007 rejected=112089 last=keep reason=rewritten
+[llm clean] completed=836400 submitted=836471 kept=3190105 rejected=112091 last=keep reason=rewritten
+[llm clean] completed=836500 submitted=836571 kept=3190203 rejected=112093 last=keep reason=rewritten
+[llm clean] completed=836600 submitted=836671 kept=3190300 rejected=112096 last=keep reason=rewritten
+[llm clean] completed=836700 submitted=836771 kept=3190397 rejected=112099 last=keep reason=rewritten
+[llm clean] completed=836800 submitted=836871 kept=3190493 rejected=112103 last=keep reason=rewritten
+[llm clean] completed=836900 submitted=836970 kept=3190593 rejected=112103 last=keep reason=rewritten
+[llm clean] completed=837000 submitted=837071 kept=3190692 rejected=112104 last=keep reason=rewritten
+[llm clean] completed=837100 submitted=837171 kept=3190788 rejected=112108 last=keep reason=rewritten
+[llm clean] completed=837200 submitted=837271 kept=3190885 rejected=112111 last=keep reason=rewritten
+[llm clean] completed=837300 submitted=837371 kept=3190979 rejected=112117 last=keep reason=rewritten
+[llm clean] completed=837400 submitted=837471 kept=3191074 rejected=112122 last=keep reason=rewritten
+[llm clean] completed=837500 submitted=837571 kept=3191172 rejected=112124 last=reject reason=The text is a highly incoherent, fragmented, and nonsensical collection of phrases, likely resulting from severe OCR err
+[llm clean] completed=837600 submitted=837671 kept=3191266 rejected=112130 last=keep reason=rewritten
+[llm clean] completed=837700 submitted=837771 kept=3191364 rejected=112132 last=keep reason=rewritten
+[llm clean] completed=837800 submitted=837871 kept=3191460 rejected=112136 last=keep reason=rewritten
+[llm clean] completed=837900 submitted=837971 kept=3191560 rejected=112136 last=keep reason=rewritten
+[llm clean] completed=838000 submitted=838071 kept=3191652 rejected=112144 last=keep reason=rewritten
+[llm clean] completed=838100 submitted=838171 kept=3191749 rejected=112147 last=keep reason=rewritten
+[llm clean] completed=838200 submitted=838271 kept=3191846 rejected=112150 last=keep reason=rewritten
+[llm clean] completed=838300 submitted=838371 kept=3191944 rejected=112152 last=keep reason=rewritten
+[llm clean] completed=838400 submitted=838471 kept=3192038 rejected=112158 last=keep reason=rewritten
+[llm clean] completed=838500 submitted=838571 kept=3192134 rejected=112162 last=keep reason=rewritten
+[llm clean] completed=838600 submitted=838671 kept=3192226 rejected=112170 last=keep reason=rewritten
+[llm clean] completed=838700 submitted=838771 kept=3192320 rejected=112176 last=keep reason=rewritten
+[llm clean] completed=838800 submitted=838871 kept=3192418 rejected=112178 last=keep reason=rewritten
+[llm clean] completed=838900 submitted=838971 kept=3192516 rejected=112180 last=keep reason=rewritten
+[llm clean] completed=839000 submitted=839071 kept=3192605 rejected=112191 last=keep reason=rewritten
+[llm clean] completed=839100 submitted=839171 kept=3192703 rejected=112193 last=keep reason=rewritten
+[llm clean] completed=839200 submitted=839271 kept=3192800 rejected=112196 last=keep reason=rewritten
+[llm clean] completed=839300 submitted=839371 kept=3192896 rejected=112200 last=keep reason=rewritten
+[llm clean] completed=839400 submitted=839471 kept=3192991 rejected=112205 last=keep reason=rewritten
+[llm clean] completed=839500 submitted=839571 kept=3193090 rejected=112206 last=keep reason=rewritten
+[llm clean] completed=839600 submitted=839671 kept=3193188 rejected=112208 last=keep reason=rewritten
+[llm clean] completed=839700 submitted=839771 kept=3193282 rejected=112214 last=keep reason=rewritten
+[llm clean] completed=839800 submitted=839871 kept=3193381 rejected=112215 last=keep reason=rewritten
+[llm clean] completed=839900 submitted=839971 kept=3193473 rejected=112223 last=keep reason=rewritten
+[llm clean] completed=840000 submitted=840071 kept=3193573 rejected=112223 last=keep reason=rewritten
+[llm clean] completed=840100 submitted=840171 kept=3193667 rejected=112229 last=keep reason=rewritten
+[llm clean] completed=840200 submitted=840271 kept=3193763 rejected=112233 last=reject reason=The text is a collection of highly conspiratorial claims, fragmented sentences, and unrelated anecdotes (murders of natu
+[llm clean] completed=840300 submitted=840371 kept=3193862 rejected=112234 last=keep reason=rewritten
+[llm clean] completed=840400 submitted=840471 kept=3193961 rejected=112235 last=keep reason=rewritten
+[llm clean] completed=840500 submitted=840571 kept=3194059 rejected=112237 last=keep reason=rewritten
+[llm clean] completed=840600 submitted=840671 kept=3194155 rejected=112241 last=keep reason=rewritten
+[llm clean] completed=840700 submitted=840771 kept=3194248 rejected=112248 last=keep reason=rewritten
+[llm clean] completed=840800 submitted=840871 kept=3194346 rejected=112250 last=keep reason=rewritten
+[llm clean] completed=840900 submitted=840971 kept=3194445 rejected=112251 last=keep reason=rewritten
+[llm clean] completed=841000 submitted=841071 kept=3194545 rejected=112251 last=keep reason=rewritten
+[llm clean] completed=841100 submitted=841171 kept=3194639 rejected=112257 last=keep reason=rewritten
+[llm clean] completed=841200 submitted=841271 kept=3194733 rejected=112263 last=keep reason=rewritten
+[llm clean] completed=841300 submitted=841371 kept=3194832 rejected=112264 last=keep reason=rewritten
+[llm clean] completed=841400 submitted=841471 kept=3194929 rejected=112267 last=keep reason=rewritten
+[llm clean] completed=841500 submitted=841571 kept=3195028 rejected=112268 last=keep reason=rewritten
+[llm clean] completed=841600 submitted=841671 kept=3195127 rejected=112269 last=keep reason=rewritten
+[llm clean] completed=841700 submitted=841771 kept=3195215 rejected=112281 last=keep reason=rewritten
+[llm clean] completed=841800 submitted=841871 kept=3195315 rejected=112281 last=keep reason=rewritten
+[llm clean] completed=841900 submitted=841971 kept=3195409 rejected=112287 last=keep reason=rewritten
+[llm clean] completed=842000 submitted=842071 kept=3195499 rejected=112297 last=keep reason=rewritten
+[llm clean] completed=842100 submitted=842171 kept=3195598 rejected=112298 last=keep reason=rewritten
+[llm clean] completed=842200 submitted=842271 kept=3195697 rejected=112299 last=keep reason=rewritten
+[llm clean] completed=842300 submitted=842371 kept=3195795 rejected=112301 last=keep reason=rewritten
+[llm clean] completed=842400 submitted=842471 kept=3195894 rejected=112302 last=keep reason=rewritten
+[llm clean] completed=842500 submitted=842571 kept=3195991 rejected=112305 last=keep reason=rewritten
+[llm clean] completed=842600 submitted=842671 kept=3196088 rejected=112308 last=keep reason=rewritten
+[llm clean] completed=842700 submitted=842771 kept=3196187 rejected=112309 last=keep reason=rewritten
+[llm clean] completed=842800 submitted=842871 kept=3196287 rejected=112309 last=keep reason=rewritten
+[llm clean] completed=842900 submitted=842971 kept=3196385 rejected=112311 last=keep reason=rewritten
+[llm clean] completed=843000 submitted=843071 kept=3196485 rejected=112311 last=keep reason=rewritten
+[llm clean] completed=843100 submitted=843171 kept=3196580 rejected=112316 last=keep reason=rewritten
+[llm clean] completed=843200 submitted=843271 kept=3196676 rejected=112320 last=keep reason=rewritten
+[llm clean] completed=843300 submitted=843371 kept=3196768 rejected=112328 last=keep reason=rewritten
+[llm clean] completed=843400 submitted=843471 kept=3196864 rejected=112332 last=reject reason=The text is a fragmented collection of group buy updates, timestamps, notices, and administrative notes rather than a co
+[llm clean] completed=843500 submitted=843571 kept=3196964 rejected=112332 last=keep reason=rewritten
+[llm clean] completed=843600 submitted=843671 kept=3197062 rejected=112334 last=keep reason=rewritten
+[llm clean] completed=843700 submitted=843771 kept=3197159 rejected=112337 last=keep reason=rewritten
+[llm clean] completed=843800 submitted=843871 kept=3197254 rejected=112342 last=keep reason=rewritten
+[llm clean] completed=843900 submitted=843971 kept=3197353 rejected=112343 last=keep reason=rewritten
+[llm clean] completed=844000 submitted=844071 kept=3197452 rejected=112344 last=keep reason=rewritten
+[llm clean] completed=844100 submitted=844171 kept=3197551 rejected=112345 last=keep reason=rewritten
+[llm clean] completed=844200 submitted=844271 kept=3197643 rejected=112353 last=keep reason=rewritten
+[llm clean] completed=844300 submitted=844371 kept=3197737 rejected=112359 last=keep reason=rewritten
+[llm clean] completed=844400 submitted=844471 kept=3197834 rejected=112362 last=keep reason=rewritten
+[llm clean] completed=844500 submitted=844571 kept=3197931 rejected=112365 last=keep reason=rewritten
+[llm clean] completed=844600 submitted=844671 kept=3198031 rejected=112365 last=keep reason=rewritten
+[llm clean] completed=844700 submitted=844771 kept=3198125 rejected=112371 last=keep reason=rewritten
+[llm clean] completed=844800 submitted=844871 kept=3198224 rejected=112372 last=keep reason=rewritten
+[llm clean] completed=844900 submitted=844971 kept=3198323 rejected=112373 last=keep reason=rewritten
+[llm clean] completed=845000 submitted=845071 kept=3198408 rejected=112388 last=keep reason=rewritten
+[llm clean] completed=845100 submitted=845171 kept=3198504 rejected=112392 last=keep reason=rewritten
+[llm clean] completed=845200 submitted=845271 kept=3198599 rejected=112397 last=keep reason=rewritten
+[llm clean] completed=845300 submitted=845371 kept=3198697 rejected=112399 last=keep reason=rewritten
+[llm clean] completed=845400 submitted=845471 kept=3198796 rejected=112400 last=keep reason=rewritten
+[llm clean] completed=845500 submitted=845571 kept=3198893 rejected=112403 last=keep reason=rewritten
+[llm clean] completed=845600 submitted=845671 kept=3198989 rejected=112407 last=keep reason=rewritten
+[llm clean] completed=845700 submitted=845771 kept=3199088 rejected=112408 last=keep reason=rewritten
+[llm clean] completed=845800 submitted=845871 kept=3199186 rejected=112410 last=keep reason=rewritten
+[llm clean] completed=845900 submitted=845971 kept=3199286 rejected=112410 last=keep reason=rewritten
+[llm clean] completed=846000 submitted=846071 kept=3199378 rejected=112418 last=keep reason=rewritten
+[llm clean] completed=846100 submitted=846171 kept=3199472 rejected=112424 last=keep reason=rewritten
+[llm clean] completed=846200 submitted=846271 kept=3199556 rejected=112440 last=keep reason=rewritten
+[llm clean] completed=846300 submitted=846371 kept=3199653 rejected=112443 last=keep reason=rewritten
+[llm clean] completed=846400 submitted=846471 kept=3199745 rejected=112451 last=keep reason=rewritten
+[llm clean] completed=846500 submitted=846571 kept=3199845 rejected=112451 last=keep reason=rewritten
+[llm clean] completed=846600 submitted=846671 kept=3199944 rejected=112452 last=keep reason=rewritten
+[llm clean] completed=846700 submitted=846771 kept=3200040 rejected=112456 last=keep reason=rewritten
+[llm clean] completed=846800 submitted=846871 kept=3200140 rejected=112456 last=keep reason=rewritten
+[llm clean] completed=846900 submitted=846971 kept=3200238 rejected=112458 last=keep reason=rewritten
+[llm clean] completed=847000 submitted=847071 kept=3200335 rejected=112461 last=keep reason=rewritten
+[llm clean] completed=847100 submitted=847171 kept=3200432 rejected=112464 last=keep reason=rewritten
+[llm clean] completed=847200 submitted=847271 kept=3200530 rejected=112466 last=keep reason=rewritten
+[llm clean] completed=847300 submitted=847371 kept=3200628 rejected=112468 last=keep reason=rewritten
+[llm clean] completed=847400 submitted=847471 kept=3200725 rejected=112471 last=keep reason=rewritten
+[llm clean] completed=847500 submitted=847571 kept=3200822 rejected=112474 last=keep reason=rewritten
+[llm clean] completed=847600 submitted=847671 kept=3200921 rejected=112475 last=keep reason=rewritten
+[llm clean] completed=847700 submitted=847771 kept=3201021 rejected=112475 last=keep reason=rewritten
+[llm clean] completed=847800 submitted=847871 kept=3201117 rejected=112479 last=keep reason=rewritten
+[llm clean] completed=847900 submitted=847971 kept=3201216 rejected=112480 last=keep reason=rewritten
+[llm clean] completed=848000 submitted=848071 kept=3201313 rejected=112483 last=keep reason=rewritten
+[llm clean] completed=848100 submitted=848171 kept=3201408 rejected=112488 last=keep reason=rewritten
+[llm clean] completed=848200 submitted=848271 kept=3201502 rejected=112494 last=keep reason=rewritten
+[llm clean] completed=848300 submitted=848371 kept=3201595 rejected=112501 last=keep reason=rewritten
+[llm clean] completed=848400 submitted=848471 kept=3201693 rejected=112503 last=keep reason=rewritten
+[llm clean] completed=848500 submitted=848571 kept=3201788 rejected=112508 last=reject reason=The text is primarily a collection of tweets and social media commentary with minimal context, lacking coherent article-
+[llm clean] completed=848600 submitted=848671 kept=3201886 rejected=112510 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=848700 submitted=848771 kept=3201976 rejected=112520 last=keep reason=rewritten
+[llm clean] completed=848800 submitted=848871 kept=3202074 rejected=112522 last=keep reason=rewritten
+[llm clean] completed=848900 submitted=848971 kept=3202170 rejected=112526 last=keep reason=rewritten
+[llm clean] completed=849000 submitted=849071 kept=3202267 rejected=112529 last=keep reason=rewritten
+[llm clean] completed=849100 submitted=849171 kept=3202367 rejected=112529 last=keep reason=rewritten
+[llm clean] completed=849200 submitted=849271 kept=3202464 rejected=112532 last=keep reason=rewritten
+[llm clean] completed=849300 submitted=849371 kept=3202555 rejected=112541 last=keep reason=rewritten
+[llm clean] completed=849400 submitted=849471 kept=3202655 rejected=112541 last=keep reason=rewritten
+[llm clean] completed=849500 submitted=849571 kept=3202752 rejected=112544 last=keep reason=rewritten
+[llm clean] completed=849600 submitted=849671 kept=3202846 rejected=112550 last=keep reason=rewritten
+[llm clean] completed=849700 submitted=849771 kept=3202945 rejected=112551 last=keep reason=rewritten
+[llm clean] completed=849800 submitted=849871 kept=3203042 rejected=112554 last=keep reason=rewritten
+[llm clean] completed=849900 submitted=849971 kept=3203141 rejected=112555 last=keep reason=rewritten
+[llm clean] completed=850000 submitted=850071 kept=3203234 rejected=112562 last=keep reason=rewritten
+[llm clean] completed=850100 submitted=850171 kept=3203332 rejected=112564 last=keep reason=rewritten
+[llm clean] completed=850200 submitted=850271 kept=3203425 rejected=112571 last=keep reason=rewritten
+[llm clean] completed=850300 submitted=850371 kept=3203523 rejected=112573 last=reject reason=The text is a fragmented forum discussion with repetitive posts, user metadata, image links, and unrelated signatures. I
+[llm clean] completed=850400 submitted=850471 kept=3203619 rejected=112577 last=keep reason=rewritten
+[llm clean] completed=850500 submitted=850570 kept=3203718 rejected=112578 last=keep reason=rewritten
+[llm clean] completed=850600 submitted=850671 kept=3203816 rejected=112580 last=keep reason=rewritten
+[llm clean] completed=850700 submitted=850771 kept=3203907 rejected=112589 last=keep reason=rewritten
+[llm clean] completed=850800 submitted=850871 kept=3204006 rejected=112590 last=keep reason=rewritten
+[llm clean] completed=850900 submitted=850971 kept=3204103 rejected=112593 last=keep reason=rewritten
+[llm clean] completed=851000 submitted=851071 kept=3204202 rejected=112594 last=keep reason=rewritten
+[llm clean] completed=851100 submitted=851171 kept=3204302 rejected=112594 last=keep reason=rewritten
+[llm clean] completed=851200 submitted=851271 kept=3204398 rejected=112598 last=keep reason=rewritten
+[llm clean] completed=851300 submitted=851371 kept=3204498 rejected=112598 last=keep reason=rewritten
+[llm clean] completed=851400 submitted=851471 kept=3204595 rejected=112601 last=keep reason=rewritten
+[llm clean] completed=851500 submitted=851571 kept=3204684 rejected=112612 last=keep reason=rewritten
+[llm clean] completed=851600 submitted=851671 kept=3204781 rejected=112615 last=keep reason=rewritten
+[llm clean] completed=851700 submitted=851771 kept=3204876 rejected=112620 last=keep reason=rewritten
+[llm clean] completed=851800 submitted=851871 kept=3204973 rejected=112623 last=keep reason=rewritten
+[llm clean] completed=851900 submitted=851971 kept=3205072 rejected=112624 last=keep reason=rewritten
+[llm clean] completed=852000 submitted=852071 kept=3205171 rejected=112625 last=keep reason=rewritten
+[llm clean] completed=852100 submitted=852171 kept=3205267 rejected=112629 last=keep reason=rewritten
+[llm clean] completed=852200 submitted=852271 kept=3205366 rejected=112630 last=keep reason=rewritten
+[llm clean] completed=852300 submitted=852371 kept=3205460 rejected=112636 last=keep reason=rewritten
+[llm clean] completed=852400 submitted=852471 kept=3205551 rejected=112645 last=keep reason=rewritten
+[llm clean] completed=852500 submitted=852571 kept=3205641 rejected=112655 last=keep reason=rewritten
+[llm clean] completed=852600 submitted=852671 kept=3205740 rejected=112656 last=keep reason=rewritten
+[llm clean] completed=852700 submitted=852771 kept=3205839 rejected=112657 last=keep reason=rewritten
+[llm clean] completed=852800 submitted=852871 kept=3205938 rejected=112658 last=keep reason=rewritten
+[llm clean] completed=852900 submitted=852971 kept=3206036 rejected=112660 last=keep reason=rewritten
+[llm clean] completed=853000 submitted=853071 kept=3206132 rejected=112664 last=keep reason=rewritten
+[llm clean] completed=853100 submitted=853171 kept=3206231 rejected=112665 last=keep reason=rewritten
+[llm clean] completed=853200 submitted=853271 kept=3206330 rejected=112666 last=keep reason=rewritten
+[llm clean] completed=853300 submitted=853371 kept=3206424 rejected=112672 last=keep reason=rewritten
+[llm clean] completed=853400 submitted=853471 kept=3206522 rejected=112674 last=keep reason=rewritten
+[llm clean] completed=853500 submitted=853571 kept=3206621 rejected=112675 last=keep reason=rewritten
+[llm clean] completed=853600 submitted=853671 kept=3206713 rejected=112683 last=keep reason=rewritten
+[llm clean] completed=853700 submitted=853771 kept=3206813 rejected=112683 last=keep reason=rewritten
+[llm clean] completed=853800 submitted=853871 kept=3206907 rejected=112689 last=keep reason=rewritten
+[llm clean] completed=853900 submitted=853971 kept=3207007 rejected=112689 last=keep reason=rewritten
+[llm clean] completed=854000 submitted=854071 kept=3207096 rejected=112700 last=keep reason=rewritten
+[llm clean] completed=854100 submitted=854171 kept=3207192 rejected=112704 last=keep reason=rewritten
+[llm clean] completed=854200 submitted=854271 kept=3207291 rejected=112705 last=keep reason=rewritten
+[llm clean] completed=854300 submitted=854371 kept=3207388 rejected=112708 last=keep reason=rewritten
+[llm clean] completed=854400 submitted=854471 kept=3207488 rejected=112708 last=keep reason=rewritten
+[llm clean] completed=854500 submitted=854571 kept=3207588 rejected=112708 last=keep reason=rewritten
+[llm clean] completed=854600 submitted=854671 kept=3207685 rejected=112711 last=keep reason=rewritten
+[llm clean] completed=854700 submitted=854771 kept=3207782 rejected=112714 last=keep reason=rewritten
+[llm clean] completed=854800 submitted=854871 kept=3207882 rejected=112714 last=keep reason=rewritten
+[llm clean] completed=854900 submitted=854971 kept=3207982 rejected=112714 last=keep reason=rewritten
+[llm clean] completed=855000 submitted=855071 kept=3208074 rejected=112722 last=keep reason=rewritten
+[llm clean] completed=855100 submitted=855171 kept=3208167 rejected=112729 last=keep reason=rewritten
+[llm clean] completed=855200 submitted=855271 kept=3208263 rejected=112733 last=keep reason=rewritten
+[llm clean] completed=855300 submitted=855371 kept=3208362 rejected=112734 last=keep reason=rewritten
+[llm clean] completed=855400 submitted=855471 kept=3208462 rejected=112734 last=keep reason=rewritten
+[llm clean] completed=855500 submitted=855571 kept=3208560 rejected=112736 last=keep reason=rewritten
+[llm clean] completed=855600 submitted=855671 kept=3208659 rejected=112737 last=keep reason=rewritten
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+[llm clean] completed=856900 submitted=856971 kept=3209914 rejected=112782 last=keep reason=rewritten
+[llm clean] completed=857000 submitted=857071 kept=3210010 rejected=112786 last=keep reason=rewritten
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+[llm clean] completed=857500 submitted=857571 kept=3210490 rejected=112806 last=keep reason=rewritten
+[llm clean] completed=857600 submitted=857671 kept=3210587 rejected=112809 last=keep reason=rewritten
+[llm clean] completed=857700 submitted=857771 kept=3210685 rejected=112811 last=keep reason=rewritten
+[llm clean] completed=857800 submitted=857871 kept=3210782 rejected=112814 last=keep reason=rewritten
+[llm clean] completed=857900 submitted=857971 kept=3210879 rejected=112817 last=keep reason=rewritten
+[llm clean] completed=858000 submitted=858071 kept=3210977 rejected=112819 last=keep reason=rewritten
+[llm clean] completed=858100 submitted=858171 kept=3211076 rejected=112820 last=keep reason=rewritten
+[llm clean] completed=858200 submitted=858271 kept=3211173 rejected=112823 last=keep reason=rewritten
+[llm clean] completed=858300 submitted=858371 kept=3211272 rejected=112824 last=keep reason=rewritten
+[llm clean] completed=858400 submitted=858471 kept=3211372 rejected=112824 last=keep reason=rewritten
+[llm clean] completed=858500 submitted=858571 kept=3211470 rejected=112826 last=keep reason=rewritten
+[llm clean] completed=858600 submitted=858671 kept=3211560 rejected=112836 last=reject reason=The text is a collection of forum comments, metadata, and boilerplate from a message board (Free Republic). It lacks coh
+[llm clean] completed=858700 submitted=858771 kept=3211653 rejected=112843 last=keep reason=rewritten
+[llm clean] completed=858800 submitted=858871 kept=3211748 rejected=112848 last=keep reason=rewritten
+[llm clean] completed=858900 submitted=858971 kept=3211842 rejected=112854 last=keep reason=rewritten
+[llm clean] completed=859000 submitted=859071 kept=3211939 rejected=112857 last=keep reason=rewritten
+[llm clean] completed=859100 submitted=859171 kept=3212033 rejected=112863 last=keep reason=rewritten
+[llm clean] completed=859200 submitted=859271 kept=3212131 rejected=112865 last=keep reason=rewritten
+[llm clean] completed=859300 submitted=859371 kept=3212225 rejected=112871 last=reject reason=The text is heavily biased, contains hate speech and conspiracy theories (e.g., 'anti-White agenda', 'Jewish supremacist
+[llm clean] completed=859400 submitted=859471 kept=3212324 rejected=112872 last=keep reason=rewritten
+[llm clean] completed=859500 submitted=859571 kept=3212420 rejected=112876 last=keep reason=rewritten
+[llm clean] completed=859600 submitted=859671 kept=3212519 rejected=112877 last=keep reason=rewritten
+[llm clean] completed=859700 submitted=859771 kept=3212618 rejected=112878 last=keep reason=rewritten
+[llm clean] completed=859800 submitted=859871 kept=3212715 rejected=112881 last=keep reason=rewritten
+[llm clean] completed=859900 submitted=859971 kept=3212810 rejected=112886 last=keep reason=rewritten
+[llm clean] completed=860000 submitted=860071 kept=3212905 rejected=112891 last=keep reason=rewritten
+[llm clean] completed=860100 submitted=860171 kept=3213002 rejected=112894 last=keep reason=rewritten
+[llm clean] completed=860200 submitted=860271 kept=3213100 rejected=112896 last=keep reason=rewritten
+[llm clean] completed=860300 submitted=860371 kept=3213199 rejected=112897 last=keep reason=rewritten
+[llm clean] completed=860400 submitted=860471 kept=3213298 rejected=112898 last=keep reason=rewritten
+[llm clean] completed=860500 submitted=860571 kept=3213391 rejected=112905 last=keep reason=rewritten
+[llm clean] completed=860600 submitted=860671 kept=3213488 rejected=112908 last=reject reason=The text is a mix of historical facts about the Japanese cruiser Kumano and a disjointed, fictional roleplay dialogue in
+[llm clean] completed=860700 submitted=860771 kept=3213588 rejected=112908 last=keep reason=rewritten
+[llm clean] completed=860800 submitted=860871 kept=3213682 rejected=112914 last=keep reason=rewritten
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+[llm clean] completed=861100 submitted=861171 kept=3213956 rejected=112940 last=keep reason=rewritten
+[llm clean] completed=861200 submitted=861271 kept=3214053 rejected=112943 last=keep reason=rewritten
+[llm clean] completed=861300 submitted=861371 kept=3214132 rejected=112964 last=keep reason=rewritten
+[llm clean] completed=861400 submitted=861471 kept=3214231 rejected=112965 last=keep reason=rewritten
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+[llm clean] completed=862100 submitted=862171 kept=3214918 rejected=112978 last=keep reason=rewritten
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+[llm clean] completed=863500 submitted=863571 kept=3216269 rejected=113027 last=keep reason=rewritten
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+[llm clean] completed=863700 submitted=863771 kept=3216466 rejected=113030 last=keep reason=rewritten
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+[llm clean] completed=864600 submitted=864671 kept=3217340 rejected=113056 last=keep reason=rewritten
+[llm clean] completed=864700 submitted=864771 kept=3217439 rejected=113057 last=keep reason=rewritten
+[llm clean] completed=864800 submitted=864871 kept=3217534 rejected=113062 last=keep reason=rewritten
+[llm clean] completed=864900 submitted=864971 kept=3217630 rejected=113066 last=keep reason=rewritten
+[llm clean] completed=865000 submitted=865071 kept=3217728 rejected=113068 last=keep reason=rewritten
+[llm clean] completed=865100 submitted=865171 kept=3217824 rejected=113072 last=keep reason=rewritten
+[llm clean] completed=865200 submitted=865271 kept=3217895 rejected=113101 last=keep reason=rewritten
+[llm clean] completed=865300 submitted=865371 kept=3217993 rejected=113103 last=keep reason=rewritten
+[llm clean] completed=865400 submitted=865471 kept=3218091 rejected=113105 last=keep reason=rewritten
+[llm clean] completed=865500 submitted=865571 kept=3218187 rejected=113109 last=keep reason=rewritten
+[llm clean] completed=865600 submitted=865671 kept=3218280 rejected=113116 last=keep reason=rewritten
+[llm clean] completed=865700 submitted=865771 kept=3218377 rejected=113119 last=keep reason=rewritten
+[llm clean] completed=865800 submitted=865871 kept=3218476 rejected=113120 last=keep reason=rewritten
+[llm clean] completed=865900 submitted=865971 kept=3218571 rejected=113125 last=keep reason=rewritten
+[llm clean] completed=866000 submitted=866071 kept=3218670 rejected=113126 last=keep reason=rewritten
+[llm clean] completed=866100 submitted=866171 kept=3218769 rejected=113127 last=keep reason=rewritten
+[llm clean] completed=866200 submitted=866271 kept=3218865 rejected=113131 last=keep reason=rewritten
+[llm clean] completed=866300 submitted=866370 kept=3218961 rejected=113135 last=keep reason=rewritten
+[llm clean] completed=866400 submitted=866471 kept=3219056 rejected=113140 last=keep reason=rewritten
+[llm clean] completed=866500 submitted=866571 kept=3219151 rejected=113145 last=keep reason=rewritten
+[llm clean] completed=866600 submitted=866671 kept=3219251 rejected=113145 last=keep reason=rewritten
+[llm clean] completed=866700 submitted=866771 kept=3219348 rejected=113148 last=keep reason=rewritten
+[llm clean] completed=866800 submitted=866871 kept=3219446 rejected=113150 last=keep reason=rewritten
+[llm clean] completed=866900 submitted=866971 kept=3219544 rejected=113152 last=keep reason=rewritten
+[llm clean] completed=867000 submitted=867071 kept=3219641 rejected=113155 last=keep reason=rewritten
+[llm clean] completed=867100 submitted=867171 kept=3219740 rejected=113156 last=keep reason=rewritten
+[llm clean] completed=867200 submitted=867271 kept=3219838 rejected=113158 last=keep reason=rewritten
+[llm clean] completed=867300 submitted=867371 kept=3219933 rejected=113163 last=keep reason=rewritten
+[llm clean] completed=867400 submitted=867471 kept=3220032 rejected=113164 last=keep reason=rewritten
+[llm clean] completed=867500 submitted=867571 kept=3220131 rejected=113165 last=keep reason=rewritten
+[llm clean] completed=867600 submitted=867671 kept=3220218 rejected=113178 last=reject reason=The text is a repetitive, noisy list of song titles, remixes, and download links with no coherent narrative or article-s
+[llm clean] completed=867700 submitted=867771 kept=3220304 rejected=113192 last=keep reason=rewritten
+[llm clean] completed=867800 submitted=867871 kept=3220402 rejected=113194 last=keep reason=rewritten
+[llm clean] completed=867900 submitted=867971 kept=3220496 rejected=113200 last=keep reason=rewritten
+[llm clean] completed=868000 submitted=868071 kept=3220560 rejected=113236 last=keep reason=rewritten
+[llm clean] completed=868100 submitted=868171 kept=3220656 rejected=113240 last=keep reason=rewritten
+[llm clean] completed=868200 submitted=868271 kept=3220755 rejected=113241 last=keep reason=rewritten
+[llm clean] completed=868300 submitted=868371 kept=3220855 rejected=113241 last=keep reason=rewritten
+[llm clean] completed=868400 submitted=868471 kept=3220955 rejected=113241 last=keep reason=rewritten
+[llm clean] completed=868500 submitted=868571 kept=3221053 rejected=113243 last=keep reason=rewritten
+[llm clean] completed=868600 submitted=868671 kept=3221152 rejected=113244 last=keep reason=rewritten
+[llm clean] completed=868700 submitted=868771 kept=3221248 rejected=113248 last=keep reason=rewritten
+[llm clean] completed=868800 submitted=868871 kept=3221342 rejected=113254 last=keep reason=rewritten
+[llm clean] completed=868900 submitted=868971 kept=3221442 rejected=113254 last=keep reason=rewritten
+[llm clean] completed=869000 submitted=869071 kept=3221541 rejected=113255 last=keep reason=rewritten
+[llm clean] completed=869100 submitted=869171 kept=3221638 rejected=113258 last=keep reason=rewritten
+[llm clean] completed=869200 submitted=869271 kept=3221736 rejected=113260 last=keep reason=rewritten
+[llm clean] completed=869300 submitted=869371 kept=3221828 rejected=113268 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=869400 submitted=869471 kept=3221926 rejected=113270 last=keep reason=rewritten
+[llm clean] completed=869500 submitted=869571 kept=3222024 rejected=113272 last=keep reason=rewritten
+[llm clean] completed=869600 submitted=869671 kept=3222123 rejected=113273 last=keep reason=rewritten
+[llm clean] completed=869700 submitted=869771 kept=3222222 rejected=113274 last=keep reason=rewritten
+[llm clean] completed=869800 submitted=869871 kept=3222319 rejected=113277 last=keep reason=rewritten
+[llm clean] completed=869900 submitted=869971 kept=3222414 rejected=113282 last=keep reason=rewritten
+[llm clean] completed=870000 submitted=870071 kept=3222513 rejected=113283 last=keep reason=rewritten
+[llm clean] completed=870100 submitted=870171 kept=3222608 rejected=113288 last=keep reason=rewritten
+[llm clean] completed=870200 submitted=870271 kept=3222704 rejected=113292 last=keep reason=rewritten
+[llm clean] completed=870300 submitted=870371 kept=3222800 rejected=113296 last=keep reason=rewritten
+[llm clean] completed=870400 submitted=870471 kept=3222897 rejected=113299 last=keep reason=rewritten
+[llm clean] completed=870500 submitted=870571 kept=3222994 rejected=113302 last=keep reason=rewritten
+[llm clean] completed=870600 submitted=870671 kept=3223094 rejected=113302 last=keep reason=rewritten
+[llm clean] completed=870700 submitted=870771 kept=3223183 rejected=113313 last=reject reason=The text is a satirical/fictional piece containing absurd claims (e.g., 'reverse monthism', 'January genocide', 'molly c
+[llm clean] completed=870800 submitted=870871 kept=3223269 rejected=113327 last=reject reason=The input is a list of commit messages and changelog entries for software projects (caja, engrampa), not a coherent arti
+[llm clean] completed=870900 submitted=870971 kept=3223361 rejected=113335 last=keep reason=rewritten
+[llm clean] completed=871000 submitted=871071 kept=3223458 rejected=113338 last=keep reason=rewritten
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+[llm clean] completed=871300 submitted=871371 kept=3223755 rejected=113341 last=keep reason=rewritten
+[llm clean] completed=871400 submitted=871471 kept=3223848 rejected=113348 last=keep reason=rewritten
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+[llm clean] completed=872500 submitted=872571 kept=3224889 rejected=113407 last=keep reason=rewritten
+[llm clean] completed=872600 submitted=872671 kept=3224989 rejected=113407 last=keep reason=rewritten
+[llm clean] completed=872700 submitted=872771 kept=3225086 rejected=113410 last=keep reason=rewritten
+[llm clean] completed=872800 submitted=872871 kept=3225185 rejected=113411 last=keep reason=rewritten
+[llm clean] completed=872900 submitted=872971 kept=3225282 rejected=113414 last=keep reason=rewritten
+[llm clean] completed=873000 submitted=873071 kept=3225380 rejected=113416 last=keep reason=rewritten
+[llm clean] completed=873100 submitted=873171 kept=3225477 rejected=113419 last=keep reason=rewritten
+[llm clean] completed=873200 submitted=873271 kept=3225574 rejected=113422 last=keep reason=rewritten
+[llm clean] completed=873300 submitted=873371 kept=3225670 rejected=113426 last=keep reason=rewritten
+[llm clean] completed=873400 submitted=873471 kept=3225769 rejected=113427 last=keep reason=rewritten
+[llm clean] completed=873500 submitted=873571 kept=3225868 rejected=113428 last=keep reason=rewritten
+[llm clean] completed=873600 submitted=873671 kept=3225966 rejected=113430 last=keep reason=rewritten
+[llm clean] completed=873700 submitted=873771 kept=3226062 rejected=113434 last=reject reason=The input is a raw JSON data structure containing configuration objects, category lists, and URL links, rather than cohe
+[llm clean] completed=873800 submitted=873871 kept=3226141 rejected=113455 last=keep reason=rewritten
+[llm clean] completed=873900 submitted=873971 kept=3226232 rejected=113464 last=keep reason=rewritten
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+[llm clean] completed=874200 submitted=874271 kept=3226527 rejected=113469 last=keep reason=rewritten
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+[llm clean] completed=874600 submitted=874671 kept=3226912 rejected=113484 last=keep reason=rewritten
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+[llm clean] completed=875700 submitted=875771 kept=3227965 rejected=113531 last=keep reason=rewritten
+[llm clean] completed=875800 submitted=875871 kept=3228057 rejected=113539 last=keep reason=rewritten
+[llm clean] completed=875900 submitted=875971 kept=3228157 rejected=113539 last=keep reason=rewritten
+[llm clean] completed=876000 submitted=876071 kept=3228253 rejected=113543 last=keep reason=rewritten
+[llm clean] completed=876100 submitted=876171 kept=3228353 rejected=113543 last=keep reason=rewritten
+[llm clean] completed=876200 submitted=876271 kept=3228450 rejected=113546 last=keep reason=rewritten
+[llm clean] completed=876300 submitted=876371 kept=3228539 rejected=113557 last=keep reason=rewritten
+[llm clean] completed=876400 submitted=876471 kept=3228639 rejected=113557 last=keep reason=rewritten
+[llm clean] completed=876500 submitted=876571 kept=3228736 rejected=113560 last=reject reason=The text consists entirely of repetitive photo captions and metadata from a news wire service, lacking coherent article-
+[llm clean] completed=876600 submitted=876671 kept=3228835 rejected=113561 last=keep reason=rewritten
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+[llm clean] completed=877200 submitted=877271 kept=3229422 rejected=113574 last=keep reason=rewritten
+[llm clean] completed=877300 submitted=877371 kept=3229520 rejected=113576 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=877400 submitted=877471 kept=3229612 rejected=113584 last=keep reason=rewritten
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+[llm clean] completed=878000 submitted=878071 kept=3230203 rejected=113593 last=keep reason=rewritten
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+[llm clean] completed=878700 submitted=878771 kept=3230891 rejected=113605 last=keep reason=rewritten
+[llm clean] completed=878800 submitted=878871 kept=3230988 rejected=113608 last=keep reason=rewritten
+[llm clean] completed=878900 submitted=878971 kept=3231082 rejected=113614 last=keep reason=rewritten
+[llm clean] completed=879000 submitted=879071 kept=3231179 rejected=113617 last=keep reason=rewritten
+[llm clean] completed=879100 submitted=879171 kept=3231272 rejected=113624 last=keep reason=rewritten
+[llm clean] completed=879200 submitted=879271 kept=3231371 rejected=113625 last=keep reason=rewritten
+[llm clean] completed=879300 submitted=879370 kept=3231469 rejected=113627 last=keep reason=rewritten
+[llm clean] completed=879400 submitted=879471 kept=3231569 rejected=113627 last=keep reason=rewritten
+[llm clean] completed=879500 submitted=879571 kept=3231665 rejected=113631 last=keep reason=rewritten
+[llm clean] completed=879600 submitted=879671 kept=3231763 rejected=113633 last=keep reason=rewritten
+[llm clean] completed=879700 submitted=879771 kept=3231862 rejected=113634 last=keep reason=rewritten
+[llm clean] completed=879800 submitted=879871 kept=3231957 rejected=113639 last=keep reason=rewritten
+[llm clean] completed=879900 submitted=879971 kept=3232056 rejected=113640 last=keep reason=rewritten
+[llm clean] completed=880000 submitted=880071 kept=3232152 rejected=113644 last=keep reason=rewritten
+[llm clean] completed=880100 submitted=880171 kept=3232252 rejected=113644 last=keep reason=rewritten
+[llm clean] completed=880200 submitted=880271 kept=3232351 rejected=113645 last=keep reason=rewritten
+[llm clean] completed=880300 submitted=880371 kept=3232446 rejected=113650 last=keep reason=rewritten
+[llm clean] completed=880400 submitted=880471 kept=3232540 rejected=113656 last=reject reason=The text is a disjointed collection of unrelated fragments: a tournament announcement, a corporate description of Qualco
+[llm clean] completed=880500 submitted=880571 kept=3232640 rejected=113656 last=keep reason=rewritten
+[llm clean] completed=880600 submitted=880671 kept=3232737 rejected=113659 last=keep reason=rewritten
+[llm clean] completed=880700 submitted=880771 kept=3232835 rejected=113661 last=keep reason=rewritten
+[llm clean] completed=880800 submitted=880871 kept=3232928 rejected=113668 last=keep reason=rewritten
+[llm clean] completed=880900 submitted=880971 kept=3233027 rejected=113669 last=keep reason=rewritten
+[llm clean] completed=881000 submitted=881071 kept=3233126 rejected=113670 last=keep reason=rewritten
+[llm clean] completed=881100 submitted=881171 kept=3233222 rejected=113674 last=keep reason=rewritten
+[llm clean] completed=881200 submitted=881271 kept=3233317 rejected=113679 last=keep reason=rewritten
+[llm clean] completed=881300 submitted=881371 kept=3233416 rejected=113680 last=keep reason=rewritten
+[llm clean] completed=881400 submitted=881471 kept=3233513 rejected=113683 last=keep reason=rewritten
+[llm clean] completed=881500 submitted=881571 kept=3233611 rejected=113685 last=keep reason=rewritten
+[llm clean] completed=881600 submitted=881671 kept=3233711 rejected=113685 last=keep reason=rewritten
+[llm clean] completed=881700 submitted=881771 kept=3233809 rejected=113687 last=keep reason=rewritten
+[llm clean] completed=881800 submitted=881871 kept=3233906 rejected=113690 last=reject reason=The text is a short forum comment or blog post snippet containing a correction, a request for information, and attributi
+[llm clean] completed=881900 submitted=881971 kept=3234004 rejected=113692 last=keep reason=rewritten
+[llm clean] completed=882000 submitted=882070 kept=3234101 rejected=113695 last=reject reason=The text is a collection of informal artist notes, captions, and metadata rather than coherent article-style prose. It c
+[llm clean] completed=882100 submitted=882171 kept=3234200 rejected=113696 last=keep reason=rewritten
+[llm clean] completed=882200 submitted=882271 kept=3234300 rejected=113696 last=keep reason=rewritten
+[llm clean] completed=882300 submitted=882371 kept=3234396 rejected=113700 last=keep reason=rewritten
+[llm clean] completed=882400 submitted=882471 kept=3234495 rejected=113701 last=keep reason=rewritten
+[llm clean] completed=882500 submitted=882571 kept=3234591 rejected=113705 last=keep reason=rewritten
+[llm clean] completed=882600 submitted=882671 kept=3234690 rejected=113706 last=keep reason=rewritten
+[llm clean] completed=882700 submitted=882771 kept=3234781 rejected=113715 last=keep reason=rewritten
+[llm clean] completed=882800 submitted=882871 kept=3234866 rejected=113730 last=keep reason=rewritten
+[llm clean] completed=882900 submitted=882971 kept=3234965 rejected=113731 last=keep reason=rewritten
+[llm clean] completed=883000 submitted=883071 kept=3235064 rejected=113732 last=keep reason=rewritten
+[llm clean] completed=883100 submitted=883171 kept=3235162 rejected=113734 last=keep reason=rewritten
+[llm clean] completed=883200 submitted=883271 kept=3235260 rejected=113736 last=keep reason=rewritten
+[llm clean] completed=883300 submitted=883371 kept=3235354 rejected=113742 last=keep reason=rewritten
+[llm clean] completed=883400 submitted=883471 kept=3235453 rejected=113743 last=keep reason=rewritten
+[llm clean] completed=883500 submitted=883571 kept=3235549 rejected=113747 last=keep reason=rewritten
+[llm clean] completed=883600 submitted=883671 kept=3235642 rejected=113754 last=keep reason=rewritten
+[llm clean] completed=883700 submitted=883771 kept=3235738 rejected=113758 last=keep reason=rewritten
+[llm clean] completed=883800 submitted=883871 kept=3235837 rejected=113759 last=keep reason=rewritten
+[llm clean] completed=883900 submitted=883971 kept=3235906 rejected=113790 last=reject reason=The text is a list of unrelated news headlines and dates without any substantive article content or narrative flow.
+[llm clean] completed=884000 submitted=884071 kept=3236005 rejected=113791 last=keep reason=rewritten
+[llm clean] completed=884100 submitted=884171 kept=3236104 rejected=113792 last=keep reason=rewritten
+[llm clean] completed=884200 submitted=884271 kept=3236199 rejected=113797 last=keep reason=rewritten
+[llm clean] completed=884300 submitted=884371 kept=3236297 rejected=113799 last=keep reason=rewritten
+[llm clean] completed=884400 submitted=884471 kept=3236397 rejected=113799 last=keep reason=rewritten
+[llm clean] completed=884500 submitted=884571 kept=3236495 rejected=113801 last=keep reason=rewritten
+[llm clean] completed=884600 submitted=884671 kept=3236595 rejected=113801 last=keep reason=rewritten
+[llm clean] completed=884700 submitted=884771 kept=3236695 rejected=113801 last=keep reason=rewritten
+[llm clean] completed=884800 submitted=884871 kept=3236794 rejected=113802 last=keep reason=rewritten
+[llm clean] completed=884900 submitted=884971 kept=3236891 rejected=113805 last=reject reason=The text is a list of academic references and citations, which falls under the category of low-context fragments and ros
+[llm clean] completed=885000 submitted=885071 kept=3236989 rejected=113807 last=keep reason=rewritten
+[llm clean] completed=885100 submitted=885171 kept=3237084 rejected=113812 last=keep reason=rewritten
+[llm clean] completed=885200 submitted=885271 kept=3237180 rejected=113816 last=keep reason=rewritten
+[llm clean] completed=885300 submitted=885371 kept=3237278 rejected=113818 last=keep reason=rewritten
+[llm clean] completed=885400 submitted=885471 kept=3237377 rejected=113819 last=keep reason=rewritten
+[llm clean] completed=885500 submitted=885571 kept=3237475 rejected=113821 last=keep reason=rewritten
+[llm clean] completed=885600 submitted=885671 kept=3237570 rejected=113826 last=reject reason=The text is a collection of disjointed, low-context product reviews with formatting artifacts, star ratings, and metadat
+[llm clean] completed=885700 submitted=885771 kept=3237663 rejected=113833 last=keep reason=rewritten
+[llm clean] completed=885800 submitted=885871 kept=3237762 rejected=113834 last=keep reason=rewritten
+[llm clean] completed=885900 submitted=885971 kept=3237860 rejected=113836 last=keep reason=rewritten
+[llm clean] completed=886000 submitted=886071 kept=3237960 rejected=113836 last=keep reason=rewritten
+[llm clean] completed=886100 submitted=886171 kept=3238059 rejected=113837 last=keep reason=rewritten
+[llm clean] completed=886200 submitted=886271 kept=3238156 rejected=113840 last=keep reason=rewritten
+[llm clean] completed=886300 submitted=886371 kept=3238250 rejected=113846 last=keep reason=rewritten
+[llm clean] completed=886400 submitted=886471 kept=3238348 rejected=113848 last=keep reason=rewritten
+[llm clean] completed=886500 submitted=886571 kept=3238447 rejected=113849 last=keep reason=rewritten
+[llm clean] completed=886600 submitted=886671 kept=3238546 rejected=113850 last=keep reason=rewritten
+[llm clean] completed=886700 submitted=886771 kept=3238645 rejected=113851 last=keep reason=rewritten
+[llm clean] completed=886800 submitted=886871 kept=3238741 rejected=113855 last=keep reason=rewritten
+[llm clean] completed=886900 submitted=886971 kept=3238841 rejected=113855 last=keep reason=rewritten
+[llm clean] completed=887000 submitted=887071 kept=3238939 rejected=113857 last=keep reason=rewritten
+[llm clean] completed=887100 submitted=887171 kept=3239035 rejected=113861 last=keep reason=rewritten
+[llm clean] completed=887200 submitted=887271 kept=3239133 rejected=113863 last=keep reason=rewritten
+[llm clean] completed=887300 submitted=887371 kept=3239233 rejected=113863 last=keep reason=rewritten
+[llm clean] completed=887400 submitted=887471 kept=3239332 rejected=113864 last=keep reason=rewritten
+[llm clean] completed=887500 submitted=887571 kept=3239429 rejected=113867 last=keep reason=rewritten
+[llm clean] completed=887600 submitted=887671 kept=3239529 rejected=113867 last=keep reason=rewritten
+[llm clean] completed=887700 submitted=887771 kept=3239612 rejected=113884 last=keep reason=rewritten
+[llm clean] completed=887800 submitted=887871 kept=3239711 rejected=113885 last=keep reason=rewritten
+[llm clean] completed=887900 submitted=887971 kept=3239807 rejected=113889 last=keep reason=rewritten
+[llm clean] completed=888000 submitted=888071 kept=3239904 rejected=113892 last=keep reason=rewritten
+[llm clean] completed=888100 submitted=888171 kept=3240001 rejected=113895 last=keep reason=rewritten
+[llm clean] completed=888200 submitted=888271 kept=3240099 rejected=113897 last=keep reason=rewritten
+[llm clean] completed=888300 submitted=888371 kept=3240196 rejected=113900 last=keep reason=rewritten
+[llm clean] completed=888400 submitted=888471 kept=3240289 rejected=113907 last=keep reason=rewritten
+[llm clean] completed=888500 submitted=888571 kept=3240386 rejected=113910 last=keep reason=rewritten
+[llm clean] completed=888600 submitted=888671 kept=3240486 rejected=113910 last=keep reason=rewritten
+[llm clean] completed=888700 submitted=888771 kept=3240586 rejected=113910 last=keep reason=rewritten
+[llm clean] completed=888800 submitted=888871 kept=3240684 rejected=113912 last=keep reason=rewritten
+[llm clean] completed=888900 submitted=888971 kept=3240782 rejected=113914 last=keep reason=rewritten
+[llm clean] completed=889000 submitted=889071 kept=3240882 rejected=113914 last=keep reason=rewritten
+[llm clean] completed=889100 submitted=889171 kept=3240979 rejected=113917 last=keep reason=rewritten
+[llm clean] completed=889200 submitted=889271 kept=3241078 rejected=113918 last=keep reason=rewritten
+[llm clean] completed=889300 submitted=889371 kept=3241175 rejected=113921 last=keep reason=rewritten
+[llm clean] completed=889400 submitted=889471 kept=3241256 rejected=113940 last=keep reason=rewritten
+[llm clean] completed=889500 submitted=889571 kept=3241343 rejected=113953 last=reject reason=The input is a raw, unstructured table of racing track data (names, locations, types, classes) without meaningful prose 
+[llm clean] completed=889600 submitted=889671 kept=3241436 rejected=113960 last=keep reason=rewritten
+[llm clean] completed=889700 submitted=889771 kept=3241535 rejected=113961 last=keep reason=rewritten
+[llm clean] completed=889800 submitted=889871 kept=3241631 rejected=113965 last=keep reason=rewritten
+[llm clean] completed=889900 submitted=889971 kept=3241731 rejected=113965 last=keep reason=rewritten
+[llm clean] completed=890000 submitted=890071 kept=3241824 rejected=113972 last=keep reason=rewritten
+[llm clean] completed=890100 submitted=890171 kept=3241924 rejected=113972 last=keep reason=rewritten
+[llm clean] completed=890200 submitted=890271 kept=3242023 rejected=113973 last=keep reason=rewritten
+[llm clean] completed=890300 submitted=890371 kept=3242122 rejected=113974 last=keep reason=rewritten
+[llm clean] completed=890400 submitted=890471 kept=3242218 rejected=113978 last=keep reason=rewritten
+[llm clean] completed=890500 submitted=890571 kept=3242318 rejected=113978 last=keep reason=rewritten
+[llm clean] completed=890600 submitted=890671 kept=3242416 rejected=113980 last=keep reason=rewritten
+[llm clean] completed=890700 submitted=890771 kept=3242512 rejected=113984 last=keep reason=rewritten
+[llm clean] completed=890800 submitted=890871 kept=3242609 rejected=113987 last=keep reason=rewritten
+[llm clean] completed=890900 submitted=890971 kept=3242707 rejected=113989 last=keep reason=rewritten
+[llm clean] completed=891000 submitted=891071 kept=3242805 rejected=113991 last=keep reason=rewritten
+[llm clean] completed=891100 submitted=891171 kept=3242898 rejected=113998 last=keep reason=rewritten
+[llm clean] completed=891200 submitted=891271 kept=3242995 rejected=114001 last=keep reason=rewritten
+[llm clean] completed=891300 submitted=891371 kept=3243093 rejected=114003 last=reject reason=The text is primarily SQL code and stored procedure definitions, which falls under the rejection criteria for code and n
+[llm clean] completed=891400 submitted=891471 kept=3243186 rejected=114010 last=keep reason=rewritten
+[llm clean] completed=891500 submitted=891571 kept=3243281 rejected=114015 last=keep reason=rewritten
+[llm clean] completed=891600 submitted=891671 kept=3243378 rejected=114018 last=keep reason=rewritten
+[llm clean] completed=891700 submitted=891771 kept=3243475 rejected=114021 last=keep reason=rewritten
+[llm clean] completed=891800 submitted=891871 kept=3243569 rejected=114027 last=keep reason=rewritten
+[llm clean] completed=891900 submitted=891971 kept=3243662 rejected=114034 last=keep reason=rewritten
+[llm clean] completed=892000 submitted=892071 kept=3243761 rejected=114035 last=keep reason=rewritten
+[llm clean] completed=892100 submitted=892171 kept=3243861 rejected=114035 last=keep reason=rewritten
+[llm clean] completed=892200 submitted=892271 kept=3243960 rejected=114036 last=keep reason=rewritten
+[llm clean] completed=892300 submitted=892371 kept=3244051 rejected=114045 last=keep reason=rewritten
+[llm clean] completed=892400 submitted=892471 kept=3244150 rejected=114046 last=keep reason=rewritten
+[llm clean] completed=892500 submitted=892571 kept=3244249 rejected=114047 last=keep reason=rewritten
+[llm clean] completed=892600 submitted=892671 kept=3244344 rejected=114052 last=keep reason=rewritten
+[llm clean] completed=892700 submitted=892771 kept=3244444 rejected=114052 last=keep reason=rewritten
+[llm clean] completed=892800 submitted=892871 kept=3244541 rejected=114055 last=keep reason=rewritten
+[llm clean] completed=892900 submitted=892971 kept=3244641 rejected=114055 last=keep reason=rewritten
+[llm clean] completed=893000 submitted=893071 kept=3244739 rejected=114057 last=keep reason=rewritten
+[llm clean] completed=893100 submitted=893171 kept=3244834 rejected=114062 last=keep reason=rewritten
+[llm clean] completed=893200 submitted=893271 kept=3244930 rejected=114066 last=keep reason=rewritten
+[llm clean] completed=893300 submitted=893371 kept=3245030 rejected=114066 last=keep reason=rewritten
+[llm clean] completed=893400 submitted=893471 kept=3245127 rejected=114069 last=keep reason=rewritten
+[llm clean] completed=893500 submitted=893571 kept=3245224 rejected=114072 last=keep reason=rewritten
+[llm clean] completed=893600 submitted=893671 kept=3245321 rejected=114075 last=keep reason=rewritten
+[llm clean] completed=893700 submitted=893771 kept=3245421 rejected=114075 last=keep reason=rewritten
+[llm clean] completed=893800 submitted=893871 kept=3245510 rejected=114086 last=reject reason=The text is a collection of user profile badges, navigation artifacts, comment reporting forms, and short, contextless p
+[llm clean] completed=893900 submitted=893971 kept=3245593 rejected=114103 last=keep reason=rewritten
+[llm clean] completed=894000 submitted=894071 kept=3245690 rejected=114106 last=keep reason=rewritten
+[llm clean] completed=894100 submitted=894171 kept=3245789 rejected=114107 last=keep reason=rewritten
+[llm clean] completed=894200 submitted=894271 kept=3245885 rejected=114111 last=keep reason=rewritten
+[llm clean] completed=894300 submitted=894371 kept=3245984 rejected=114112 last=keep reason=rewritten
+[llm clean] completed=894400 submitted=894471 kept=3246079 rejected=114117 last=keep reason=rewritten
+[llm clean] completed=894500 submitted=894571 kept=3246165 rejected=114131 last=keep reason=rewritten
+[llm clean] completed=894600 submitted=894671 kept=3246260 rejected=114136 last=keep reason=rewritten
+[llm clean] completed=894700 submitted=894770 kept=3246357 rejected=114139 last=keep reason=rewritten
+[llm clean] completed=894800 submitted=894871 kept=3246452 rejected=114144 last=keep reason=rewritten
+[llm clean] completed=894900 submitted=894971 kept=3246546 rejected=114150 last=keep reason=rewritten
+[llm clean] completed=895000 submitted=895071 kept=3246643 rejected=114153 last=keep reason=rewritten
+[llm clean] completed=895100 submitted=895171 kept=3246742 rejected=114154 last=keep reason=rewritten
+[llm clean] completed=895200 submitted=895271 kept=3246842 rejected=114154 last=keep reason=rewritten
+[llm clean] completed=895300 submitted=895371 kept=3246940 rejected=114156 last=keep reason=rewritten
+[llm clean] completed=895400 submitted=895471 kept=3247039 rejected=114157 last=keep reason=rewritten
+[llm clean] completed=895500 submitted=895571 kept=3247137 rejected=114159 last=keep reason=rewritten
+[llm clean] completed=895600 submitted=895671 kept=3247237 rejected=114159 last=keep reason=rewritten
+[llm clean] completed=895700 submitted=895771 kept=3247335 rejected=114161 last=keep reason=rewritten
+[llm clean] completed=895800 submitted=895871 kept=3247432 rejected=114164 last=keep reason=rewritten
+[llm clean] completed=895900 submitted=895971 kept=3247528 rejected=114168 last=reject reason=The text is a list of comic book release announcements with metadata (prices, dates, page counts, variant covers) and la
+[llm clean] completed=896000 submitted=896071 kept=3247622 rejected=114174 last=keep reason=rewritten
+[llm clean] completed=896100 submitted=896171 kept=3247720 rejected=114176 last=keep reason=rewritten
+[llm clean] completed=896200 submitted=896271 kept=3247819 rejected=114177 last=keep reason=rewritten
+[llm clean] completed=896300 submitted=896371 kept=3247917 rejected=114179 last=keep reason=rewritten
+[llm clean] completed=896400 submitted=896471 kept=3248014 rejected=114182 last=keep reason=rewritten
+[llm clean] completed=896500 submitted=896571 kept=3248112 rejected=114184 last=keep reason=rewritten
+[llm clean] completed=896600 submitted=896671 kept=3248186 rejected=114210 last=keep reason=rewritten
+[llm clean] completed=896700 submitted=896771 kept=3248286 rejected=114210 last=keep reason=rewritten
+[llm clean] completed=896800 submitted=896871 kept=3248384 rejected=114212 last=keep reason=rewritten
+[llm clean] completed=896900 submitted=896971 kept=3248481 rejected=114215 last=keep reason=rewritten
+[llm clean] completed=897000 submitted=897071 kept=3248579 rejected=114217 last=keep reason=rewritten
+[llm clean] completed=897100 submitted=897171 kept=3248679 rejected=114217 last=keep reason=rewritten
+[llm clean] completed=897200 submitted=897271 kept=3248776 rejected=114220 last=keep reason=rewritten
+[llm clean] completed=897300 submitted=897371 kept=3248871 rejected=114225 last=keep reason=rewritten
+[llm clean] completed=897400 submitted=897471 kept=3248968 rejected=114228 last=keep reason=rewritten
+[llm clean] completed=897500 submitted=897571 kept=3249066 rejected=114230 last=keep reason=rewritten
+[llm clean] completed=897600 submitted=897671 kept=3249164 rejected=114232 last=keep reason=rewritten
+[llm clean] completed=897700 submitted=897771 kept=3249264 rejected=114232 last=keep reason=rewritten
+[llm clean] completed=897800 submitted=897871 kept=3249362 rejected=114234 last=keep reason=rewritten
+[llm clean] completed=897900 submitted=897971 kept=3249461 rejected=114235 last=keep reason=rewritten
+[llm clean] completed=898000 submitted=898071 kept=3249555 rejected=114241 last=keep reason=rewritten
+[llm clean] completed=898100 submitted=898171 kept=3249649 rejected=114247 last=keep reason=rewritten
+[llm clean] completed=898200 submitted=898271 kept=3249744 rejected=114252 last=keep reason=rewritten
+[llm clean] completed=898300 submitted=898371 kept=3249842 rejected=114254 last=keep reason=rewritten
+[llm clean] completed=898400 submitted=898471 kept=3249934 rejected=114262 last=keep reason=rewritten
+[llm clean] completed=898500 submitted=898571 kept=3250021 rejected=114275 last=keep reason=rewritten
+[llm clean] completed=898600 submitted=898671 kept=3250118 rejected=114278 last=keep reason=rewritten
+[llm clean] completed=898700 submitted=898771 kept=3250217 rejected=114279 last=keep reason=rewritten
+[llm clean] completed=898800 submitted=898871 kept=3250311 rejected=114285 last=keep reason=rewritten
+[llm clean] completed=898900 submitted=898971 kept=3250408 rejected=114288 last=keep reason=rewritten
+[llm clean] completed=899000 submitted=899071 kept=3250506 rejected=114290 last=keep reason=rewritten
+[llm clean] completed=899100 submitted=899171 kept=3250603 rejected=114293 last=keep reason=rewritten
+[llm clean] completed=899200 submitted=899271 kept=3250701 rejected=114295 last=keep reason=rewritten
+[llm clean] completed=899300 submitted=899371 kept=3250800 rejected=114296 last=keep reason=rewritten
+[llm clean] completed=899400 submitted=899471 kept=3250899 rejected=114297 last=keep reason=rewritten
+[llm clean] completed=899500 submitted=899571 kept=3250996 rejected=114300 last=keep reason=rewritten
+[llm clean] completed=899600 submitted=899671 kept=3251096 rejected=114300 last=keep reason=rewritten
+[llm clean] completed=899700 submitted=899771 kept=3251195 rejected=114301 last=keep reason=rewritten
+[llm clean] completed=899800 submitted=899871 kept=3251293 rejected=114303 last=keep reason=rewritten
+[llm clean] completed=899900 submitted=899971 kept=3251387 rejected=114309 last=keep reason=rewritten
+[llm clean] completed=900000 submitted=900071 kept=3251485 rejected=114311 last=keep reason=rewritten
+[llm clean] completed=900100 submitted=900171 kept=3251583 rejected=114313 last=keep reason=rewritten
+[llm clean] completed=900200 submitted=900271 kept=3251683 rejected=114313 last=keep reason=rewritten
+[llm clean] completed=900300 submitted=900371 kept=3251781 rejected=114315 last=keep reason=rewritten
+[llm clean] completed=900400 submitted=900471 kept=3251877 rejected=114319 last=keep reason=rewritten
+[llm clean] completed=900500 submitted=900571 kept=3251969 rejected=114327 last=keep reason=rewritten
+[llm clean] completed=900600 submitted=900671 kept=3252067 rejected=114329 last=keep reason=rewritten
+[llm clean] completed=900700 submitted=900771 kept=3252165 rejected=114331 last=keep reason=rewritten
+[llm clean] completed=900800 submitted=900871 kept=3252262 rejected=114334 last=keep reason=rewritten
+[llm clean] completed=900900 submitted=900971 kept=3252360 rejected=114336 last=keep reason=rewritten
+[llm clean] completed=901000 submitted=901071 kept=3252457 rejected=114339 last=keep reason=rewritten
+[llm clean] completed=901100 submitted=901171 kept=3252550 rejected=114346 last=keep reason=rewritten
+[llm clean] completed=901200 submitted=901271 kept=3252649 rejected=114347 last=keep reason=rewritten
+[llm clean] completed=901300 submitted=901371 kept=3252748 rejected=114348 last=keep reason=rewritten
+[llm clean] completed=901400 submitted=901471 kept=3252848 rejected=114348 last=keep reason=rewritten
+[llm clean] completed=901500 submitted=901571 kept=3252946 rejected=114350 last=keep reason=rewritten
+[llm clean] completed=901600 submitted=901671 kept=3253037 rejected=114359 last=keep reason=rewritten
+[llm clean] completed=901700 submitted=901771 kept=3253137 rejected=114359 last=keep reason=rewritten
+[llm clean] completed=901800 submitted=901871 kept=3253234 rejected=114362 last=keep reason=rewritten
+[llm clean] completed=901900 submitted=901971 kept=3253332 rejected=114364 last=keep reason=rewritten
+[llm clean] completed=902000 submitted=902071 kept=3253432 rejected=114364 last=keep reason=rewritten
+[llm clean] completed=902100 submitted=902171 kept=3253526 rejected=114370 last=keep reason=rewritten
+[llm clean] completed=902200 submitted=902271 kept=3253624 rejected=114372 last=keep reason=rewritten
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+[llm clean] completed=910500 submitted=910571 kept=3261673 rejected=114623 last=keep reason=rewritten
+[llm clean] completed=910600 submitted=910671 kept=3261771 rejected=114625 last=reject reason=The text is a fragmented list of scholarship details with repetitive boilerplate, navigation artifacts ('Collapse All', 
+[llm clean] completed=910700 submitted=910771 kept=3261868 rejected=114628 last=keep reason=rewritten
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+[llm clean] completed=911700 submitted=911771 kept=3262837 rejected=114659 last=keep reason=rewritten
+[llm clean] completed=911800 submitted=911871 kept=3262935 rejected=114661 last=reject reason=The text contains highly inflammatory, biased, and factually questionable claims (e.g., calling Palestinian identity 'ph
+[llm clean] completed=911900 submitted=911971 kept=3263031 rejected=114665 last=reject reason=The text is a raw email thread with HTML artifacts, metadata, and boilerplate, lacking coherent article-style prose.
+[llm clean] completed=912000 submitted=912071 kept=3263130 rejected=114666 last=keep reason=rewritten
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+[llm clean] completed=914300 submitted=914371 kept=3265378 rejected=114718 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=914800 submitted=914871 kept=3265862 rejected=114734 last=reject reason=The text is a disjointed collection of unrelated snippets, including product descriptions, book metadata, medical device
+[llm clean] completed=914900 submitted=914971 kept=3265961 rejected=114735 last=keep reason=rewritten
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+[llm clean] completed=915900 submitted=915971 kept=3266933 rejected=114763 last=keep reason=rewritten
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+[llm clean] completed=916500 submitted=916571 kept=3267513 rejected=114783 last=reject reason=The text consists of a series of short, disconnected user comments with voting scores, Korean slang, and isolated remark
+[llm clean] completed=916600 submitted=916671 kept=3267612 rejected=114784 last=keep reason=rewritten
+[llm clean] completed=916700 submitted=916771 kept=3267709 rejected=114787 last=keep reason=rewritten
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+[llm clean] completed=917200 submitted=917271 kept=3268191 rejected=114805 last=reject reason=The text consists of fragmented legislative recitals (e.g., 'K.', 'L.', 'M.') and disjointed clauses typical of EU parli
+[llm clean] completed=917300 submitted=917371 kept=3268288 rejected=114808 last=keep reason=rewritten
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+[llm clean] completed=920800 submitted=920871 kept=3271692 rejected=114904 last=keep reason=rewritten
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+[llm clean] completed=922500 submitted=922571 kept=3273324 rejected=114972 last=keep reason=rewritten
+[llm clean] completed=922600 submitted=922671 kept=3273423 rejected=114973 last=keep reason=rewritten
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+[llm clean] completed=928700 submitted=928771 kept=3279330 rejected=115166 last=reject reason=The text is a list of image captions and metadata from a photo gallery, lacking coherent article-style prose structure.
+[llm clean] completed=928800 submitted=928871 kept=3279425 rejected=115171 last=keep reason=rewritten
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+[llm clean] completed=933500 submitted=933571 kept=3283955 rejected=115341 last=reject reason=The text is primarily a short philosophical fragment followed by a list of academic citations and URLs, which constitute
+[llm clean] completed=933600 submitted=933671 kept=3284048 rejected=115348 last=keep reason=rewritten
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+[llm clean] completed=934200 submitted=934271 kept=3284629 rejected=115367 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=934300 submitted=934371 kept=3284710 rejected=115386 last=keep reason=rewritten
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+[llm clean] completed=935300 submitted=935371 kept=3285685 rejected=115411 last=keep reason=rewritten
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+[llm clean] completed=935800 submitted=935871 kept=3286176 rejected=115420 last=keep reason=rewritten
+[llm clean] completed=935900 submitted=935971 kept=3286274 rejected=115422 last=keep reason=rewritten
+[llm clean] completed=936000 submitted=936071 kept=3286365 rejected=115431 last=reject reason=The text is a fragmented list of names and locations, likely from a conference attendee list or acknowledgments section,
+[llm clean] completed=936100 submitted=936171 kept=3286455 rejected=115441 last=keep reason=rewritten
+[llm clean] completed=936200 submitted=936271 kept=3286551 rejected=115445 last=keep reason=rewritten
+[llm clean] completed=936300 submitted=936371 kept=3286649 rejected=115447 last=keep reason=rewritten
+[llm clean] completed=936400 submitted=936471 kept=3286742 rejected=115454 last=reject reason=The text is a fragmented collection of user comments, repetitive URLs, and isolated quotes from a news article's comment
+[llm clean] completed=936500 submitted=936571 kept=3286839 rejected=115457 last=keep reason=rewritten
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+[llm clean] completed=944600 submitted=944671 kept=3294614 rejected=115782 last=keep reason=rewritten
+[llm clean] completed=944700 submitted=944771 kept=3294710 rejected=115786 last=keep reason=rewritten
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+[llm clean] completed=944900 submitted=944971 kept=3294906 rejected=115790 last=keep reason=rewritten
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+[llm clean] completed=945400 submitted=945471 kept=3295391 rejected=115805 last=keep reason=rewritten
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+[llm clean] completed=945900 submitted=945971 kept=3295880 rejected=115816 last=reject reason=The text is a list of domain names for sale with prices and short descriptions, which falls under the category of roster
+[llm clean] completed=946000 submitted=946071 kept=3295975 rejected=115821 last=keep reason=rewritten
+[llm clean] completed=946100 submitted=946171 kept=3296075 rejected=115821 last=keep reason=rewritten
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+[llm clean] completed=948900 submitted=948971 kept=3298818 rejected=115878 last=keep reason=rewritten
+[llm clean] completed=949000 submitted=949071 kept=3298918 rejected=115878 last=keep reason=rewritten
+[llm clean] completed=949100 submitted=949171 kept=3299015 rejected=115881 last=keep reason=rewritten
+[llm clean] completed=949200 submitted=949271 kept=3299114 rejected=115882 last=keep reason=rewritten
+[llm clean] completed=949300 submitted=949371 kept=3299213 rejected=115883 last=keep reason=rewritten
+[llm clean] completed=949400 submitted=949471 kept=3299312 rejected=115884 last=keep reason=rewritten
+[llm clean] completed=949500 submitted=949571 kept=3299400 rejected=115896 last=keep reason=rewritten
+[llm clean] completed=949600 submitted=949671 kept=3299498 rejected=115898 last=keep reason=rewritten
+[llm clean] completed=949700 submitted=949771 kept=3299593 rejected=115903 last=keep reason=rewritten
+[llm clean] completed=949800 submitted=949871 kept=3299690 rejected=115906 last=keep reason=rewritten
+[llm clean] completed=949900 submitted=949971 kept=3299788 rejected=115908 last=keep reason=rewritten
+[llm clean] completed=950000 submitted=950071 kept=3299885 rejected=115911 last=keep reason=rewritten
+[llm clean] completed=950100 submitted=950171 kept=3299983 rejected=115913 last=keep reason=rewritten
+[llm clean] completed=950200 submitted=950271 kept=3300082 rejected=115914 last=keep reason=rewritten
+[llm clean] completed=950300 submitted=950371 kept=3300176 rejected=115920 last=keep reason=rewritten
+[llm clean] completed=950400 submitted=950471 kept=3300275 rejected=115921 last=keep reason=rewritten
+[llm clean] completed=950500 submitted=950571 kept=3300369 rejected=115927 last=keep reason=rewritten
+[llm clean] completed=950600 submitted=950671 kept=3300468 rejected=115928 last=keep reason=rewritten
+[llm clean] completed=950700 submitted=950771 kept=3300564 rejected=115932 last=keep reason=rewritten
+[llm clean] completed=950800 submitted=950871 kept=3300637 rejected=115959 last=keep reason=rewritten
+[llm clean] completed=950900 submitted=950971 kept=3300735 rejected=115961 last=keep reason=rewritten
+[llm clean] completed=951000 submitted=951071 kept=3300832 rejected=115964 last=keep reason=rewritten
+[llm clean] completed=951100 submitted=951171 kept=3300930 rejected=115966 last=keep reason=rewritten
+[llm clean] completed=951200 submitted=951271 kept=3301030 rejected=115966 last=keep reason=rewritten
+[llm clean] completed=951300 submitted=951371 kept=3301123 rejected=115973 last=keep reason=rewritten
+[llm clean] completed=951400 submitted=951471 kept=3301222 rejected=115974 last=keep reason=rewritten
+[llm clean] completed=951500 submitted=951571 kept=3301322 rejected=115974 last=keep reason=rewritten
+[llm clean] completed=951600 submitted=951671 kept=3301422 rejected=115974 last=keep reason=rewritten
+[llm clean] completed=951700 submitted=951771 kept=3301515 rejected=115981 last=keep reason=rewritten
+[llm clean] completed=951800 submitted=951871 kept=3301610 rejected=115986 last=reject reason=The text is a fragmented, noisy chat log or forum thread with repetitive lines, user metadata (frags, usernames), and di
+[llm clean] completed=951900 submitted=951971 kept=3301710 rejected=115986 last=keep reason=rewritten
+[llm clean] completed=952000 submitted=952071 kept=3301810 rejected=115986 last=keep reason=rewritten
+[llm clean] completed=952100 submitted=952171 kept=3301903 rejected=115993 last=keep reason=rewritten
+[llm clean] completed=952200 submitted=952271 kept=3302002 rejected=115994 last=keep reason=rewritten
+[llm clean] completed=952300 submitted=952371 kept=3302092 rejected=116004 last=keep reason=rewritten
+[llm clean] completed=952400 submitted=952471 kept=3302160 rejected=116036 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=952500 submitted=952571 kept=3302258 rejected=116038 last=keep reason=rewritten
+[llm clean] completed=952600 submitted=952671 kept=3302354 rejected=116042 last=keep reason=rewritten
+[llm clean] completed=952700 submitted=952771 kept=3302428 rejected=116068 last=reject reason=The input is a raw git diff containing code changes, Makefile rules, and build script comments. It lacks coherent articl
+[llm clean] completed=952800 submitted=952871 kept=3302510 rejected=116086 last=keep reason=rewritten
+[llm clean] completed=952900 submitted=952971 kept=3302609 rejected=116087 last=keep reason=rewritten
+[llm clean] completed=953000 submitted=953071 kept=3302703 rejected=116093 last=keep reason=rewritten
+[llm clean] completed=953100 submitted=953171 kept=3302802 rejected=116094 last=keep reason=rewritten
+[llm clean] completed=953200 submitted=953271 kept=3302899 rejected=116097 last=keep reason=rewritten
+[llm clean] completed=953300 submitted=953371 kept=3302998 rejected=116098 last=keep reason=rewritten
+[llm clean] completed=953400 submitted=953471 kept=3303092 rejected=116104 last=keep reason=rewritten
+[llm clean] completed=953500 submitted=953571 kept=3303189 rejected=116107 last=keep reason=rewritten
+[llm clean] completed=953600 submitted=953671 kept=3303287 rejected=116109 last=keep reason=rewritten
+[llm clean] completed=953700 submitted=953771 kept=3303383 rejected=116113 last=keep reason=rewritten
+[llm clean] completed=953800 submitted=953871 kept=3303470 rejected=116126 last=keep reason=rewritten
+[llm clean] completed=953900 submitted=953971 kept=3303567 rejected=116129 last=keep reason=clean_no_rewrite
+[llm clean] completed=954000 submitted=954071 kept=3303662 rejected=116134 last=keep reason=rewritten
+[llm clean] completed=954100 submitted=954171 kept=3303759 rejected=116137 last=keep reason=rewritten
+[llm clean] completed=954200 submitted=954271 kept=3303855 rejected=116141 last=keep reason=rewritten
+[llm clean] completed=954300 submitted=954371 kept=3303955 rejected=116141 last=keep reason=rewritten
+[llm clean] completed=954400 submitted=954471 kept=3304051 rejected=116145 last=keep reason=rewritten
+[llm clean] completed=954500 submitted=954571 kept=3304148 rejected=116148 last=keep reason=rewritten
+[llm clean] completed=954600 submitted=954671 kept=3304245 rejected=116151 last=keep reason=rewritten
+[llm clean] completed=954700 submitted=954771 kept=3304344 rejected=116152 last=keep reason=rewritten
+[llm clean] completed=954800 submitted=954871 kept=3304439 rejected=116157 last=keep reason=rewritten
+[llm clean] completed=954900 submitted=954971 kept=3304536 rejected=116160 last=keep reason=rewritten
+[llm clean] completed=955000 submitted=955070 kept=3304633 rejected=116163 last=keep reason=rewritten
+[llm clean] completed=955100 submitted=955171 kept=3304732 rejected=116164 last=keep reason=rewritten
+[llm clean] completed=955200 submitted=955271 kept=3304826 rejected=116170 last=keep reason=rewritten
+[llm clean] completed=955300 submitted=955371 kept=3304916 rejected=116180 last=keep reason=rewritten
+[llm clean] completed=955400 submitted=955471 kept=3305007 rejected=116189 last=keep reason=rewritten
+[llm clean] completed=955500 submitted=955571 kept=3305105 rejected=116191 last=keep reason=rewritten
+[llm clean] completed=955600 submitted=955671 kept=3305205 rejected=116191 last=keep reason=rewritten
+[llm clean] completed=955700 submitted=955771 kept=3305304 rejected=116192 last=keep reason=rewritten
+[llm clean] completed=955800 submitted=955871 kept=3305403 rejected=116193 last=keep reason=rewritten
+[llm clean] completed=955900 submitted=955971 kept=3305495 rejected=116201 last=keep reason=rewritten
+[llm clean] completed=956000 submitted=956071 kept=3305589 rejected=116207 last=keep reason=rewritten
+[llm clean] completed=956100 submitted=956171 kept=3305688 rejected=116208 last=keep reason=rewritten
+[llm clean] completed=956200 submitted=956271 kept=3305787 rejected=116209 last=keep reason=rewritten
+[llm clean] completed=956300 submitted=956371 kept=3305884 rejected=116212 last=keep reason=rewritten
+[llm clean] completed=956400 submitted=956471 kept=3305982 rejected=116214 last=keep reason=rewritten
+[llm clean] completed=956500 submitted=956571 kept=3306078 rejected=116218 last=keep reason=rewritten
+[llm clean] completed=956600 submitted=956671 kept=3306172 rejected=116224 last=keep reason=rewritten
+[llm clean] completed=956700 submitted=956771 kept=3306270 rejected=116226 last=keep reason=rewritten
+[llm clean] completed=956800 submitted=956871 kept=3306367 rejected=116229 last=keep reason=rewritten
+[llm clean] completed=956900 submitted=956971 kept=3306463 rejected=116233 last=keep reason=rewritten
+[llm clean] completed=957000 submitted=957071 kept=3306563 rejected=116233 last=keep reason=rewritten
+[llm clean] completed=957100 submitted=957171 kept=3306656 rejected=116240 last=keep reason=rewritten
+[llm clean] completed=957200 submitted=957271 kept=3306750 rejected=116246 last=keep reason=rewritten
+[llm clean] completed=957300 submitted=957371 kept=3306845 rejected=116251 last=reject reason=The text is a series of repetitive, low-context blog post updates and announcements lacking a coherent narrative or mean
+[llm clean] completed=957400 submitted=957471 kept=3306943 rejected=116253 last=keep reason=rewritten
+[llm clean] completed=957500 submitted=957571 kept=3307034 rejected=116262 last=reject reason=The text is a repetitive list of credit rating metadata entries (IDs, rating types, dates) for various municipalities wi
+[llm clean] completed=957600 submitted=957671 kept=3307126 rejected=116270 last=keep reason=rewritten
+[llm clean] completed=957700 submitted=957771 kept=3307224 rejected=116272 last=keep reason=rewritten
+[llm clean] completed=957800 submitted=957871 kept=3307323 rejected=116273 last=keep reason=rewritten
+[llm clean] completed=957900 submitted=957971 kept=3307422 rejected=116274 last=keep reason=rewritten
+[llm clean] completed=958000 submitted=958071 kept=3307522 rejected=116274 last=keep reason=rewritten
+[llm clean] completed=958100 submitted=958171 kept=3307618 rejected=116278 last=reject reason=The text is primarily a collection of disjointed blog comments, forum posts, and a list of unrelated article titles/link
+[llm clean] completed=958200 submitted=958271 kept=3307712 rejected=116284 last=reject reason=The text is a list of book citations and metadata, not coherent article-style prose.
+[llm clean] completed=958300 submitted=958371 kept=3307809 rejected=116287 last=keep reason=rewritten
+[llm clean] completed=958400 submitted=958471 kept=3307907 rejected=116289 last=keep reason=rewritten
+[llm clean] completed=958500 submitted=958571 kept=3308006 rejected=116290 last=keep reason=rewritten
+[llm clean] completed=958600 submitted=958671 kept=3308098 rejected=116298 last=keep reason=rewritten
+[llm clean] completed=958700 submitted=958771 kept=3308194 rejected=116302 last=keep reason=rewritten
+[llm clean] completed=958800 submitted=958871 kept=3308291 rejected=116305 last=keep reason=rewritten
+[llm clean] completed=958900 submitted=958971 kept=3308388 rejected=116308 last=keep reason=rewritten
+[llm clean] completed=959000 submitted=959071 kept=3308481 rejected=116315 last=keep reason=rewritten
+[llm clean] completed=959100 submitted=959171 kept=3308577 rejected=116319 last=keep reason=rewritten
+[llm clean] completed=959200 submitted=959271 kept=3308668 rejected=116328 last=keep reason=rewritten
+[llm clean] completed=959300 submitted=959371 kept=3308767 rejected=116329 last=keep reason=rewritten
+[llm clean] completed=959400 submitted=959471 kept=3308866 rejected=116330 last=keep reason=rewritten
+[llm clean] completed=959500 submitted=959571 kept=3308964 rejected=116332 last=keep reason=rewritten
+[llm clean] completed=959600 submitted=959671 kept=3309061 rejected=116335 last=keep reason=rewritten
+[llm clean] completed=959700 submitted=959771 kept=3309159 rejected=116337 last=keep reason=rewritten
+[llm clean] completed=959800 submitted=959871 kept=3309255 rejected=116341 last=keep reason=rewritten
+[llm clean] completed=959900 submitted=959971 kept=3309353 rejected=116343 last=keep reason=rewritten
+[llm clean] completed=960000 submitted=960071 kept=3309452 rejected=116344 last=keep reason=rewritten
+[llm clean] completed=960100 submitted=960171 kept=3309551 rejected=116345 last=keep reason=rewritten
+[llm clean] completed=960200 submitted=960271 kept=3309649 rejected=116347 last=keep reason=clean_no_rewrite
+[llm clean] completed=960300 submitted=960371 kept=3309747 rejected=116349 last=keep reason=rewritten
+[llm clean] completed=960400 submitted=960471 kept=3309847 rejected=116349 last=keep reason=rewritten
+[llm clean] completed=960500 submitted=960571 kept=3309945 rejected=116351 last=keep reason=rewritten
+[llm clean] completed=960600 submitted=960671 kept=3310043 rejected=116353 last=keep reason=rewritten
+[llm clean] completed=960700 submitted=960771 kept=3310141 rejected=116355 last=keep reason=rewritten
+[llm clean] completed=960800 submitted=960871 kept=3310237 rejected=116359 last=keep reason=rewritten
+[llm clean] completed=960900 submitted=960971 kept=3310336 rejected=116360 last=keep reason=rewritten
+[llm clean] completed=961000 submitted=961071 kept=3310434 rejected=116362 last=keep reason=rewritten
+[llm clean] completed=961100 submitted=961171 kept=3310529 rejected=116367 last=keep reason=rewritten
+[llm clean] completed=961200 submitted=961271 kept=3310626 rejected=116370 last=keep reason=rewritten
+[llm clean] completed=961300 submitted=961371 kept=3310724 rejected=116372 last=keep reason=rewritten
+[llm clean] completed=961400 submitted=961471 kept=3310821 rejected=116375 last=keep reason=rewritten
+[llm clean] completed=961500 submitted=961571 kept=3310916 rejected=116380 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=961600 submitted=961671 kept=3311013 rejected=116383 last=keep reason=rewritten
+[llm clean] completed=961700 submitted=961771 kept=3311113 rejected=116383 last=keep reason=rewritten
+[llm clean] completed=961800 submitted=961871 kept=3311211 rejected=116385 last=keep reason=rewritten
+[llm clean] completed=961900 submitted=961971 kept=3311309 rejected=116387 last=keep reason=rewritten
+[llm clean] completed=962000 submitted=962071 kept=3311407 rejected=116389 last=keep reason=rewritten
+[llm clean] completed=962100 submitted=962171 kept=3311507 rejected=116389 last=keep reason=rewritten
+[llm clean] completed=962200 submitted=962271 kept=3311606 rejected=116390 last=keep reason=rewritten
+[llm clean] completed=962300 submitted=962371 kept=3311706 rejected=116390 last=keep reason=rewritten
+[llm clean] completed=962400 submitted=962471 kept=3311796 rejected=116400 last=keep reason=rewritten
+[llm clean] completed=962500 submitted=962571 kept=3311893 rejected=116403 last=keep reason=rewritten
+[llm clean] completed=962600 submitted=962671 kept=3311991 rejected=116405 last=keep reason=rewritten
+[llm clean] completed=962700 submitted=962771 kept=3312082 rejected=116414 last=keep reason=rewritten
+[llm clean] completed=962800 submitted=962871 kept=3312178 rejected=116418 last=keep reason=rewritten
+[llm clean] completed=962900 submitted=962971 kept=3312278 rejected=116418 last=keep reason=rewritten
+[llm clean] completed=963000 submitted=963071 kept=3312376 rejected=116420 last=keep reason=rewritten
+[llm clean] completed=963100 submitted=963171 kept=3312473 rejected=116423 last=keep reason=rewritten
+[llm clean] completed=963200 submitted=963271 kept=3312572 rejected=116424 last=keep reason=rewritten
+[llm clean] completed=963300 submitted=963371 kept=3312671 rejected=116425 last=keep reason=rewritten
+[llm clean] completed=963400 submitted=963471 kept=3312770 rejected=116426 last=keep reason=rewritten
+[llm clean] completed=963500 submitted=963571 kept=3312870 rejected=116426 last=keep reason=rewritten
+[llm clean] completed=963600 submitted=963671 kept=3312967 rejected=116429 last=keep reason=rewritten
+[llm clean] completed=963700 submitted=963771 kept=3313066 rejected=116430 last=keep reason=rewritten
+[llm clean] completed=963800 submitted=963871 kept=3313162 rejected=116434 last=keep reason=rewritten
+[llm clean] completed=963900 submitted=963971 kept=3313259 rejected=116437 last=keep reason=rewritten
+[llm clean] completed=964000 submitted=964071 kept=3313356 rejected=116440 last=keep reason=rewritten
+[llm clean] completed=964100 submitted=964171 kept=3313456 rejected=116440 last=keep reason=rewritten
+[llm clean] completed=964200 submitted=964271 kept=3313556 rejected=116440 last=keep reason=rewritten
+[llm clean] completed=964300 submitted=964371 kept=3313656 rejected=116440 last=keep reason=rewritten
+[llm clean] completed=964400 submitted=964471 kept=3313753 rejected=116443 last=keep reason=rewritten
+[llm clean] completed=964500 submitted=964571 kept=3313849 rejected=116447 last=keep reason=rewritten
+[llm clean] completed=964600 submitted=964671 kept=3313942 rejected=116454 last=keep reason=rewritten
+[llm clean] completed=964700 submitted=964771 kept=3314042 rejected=116454 last=keep reason=rewritten
+[llm clean] completed=964800 submitted=964871 kept=3314142 rejected=116454 last=keep reason=rewritten
+[llm clean] completed=964900 submitted=964971 kept=3314239 rejected=116457 last=keep reason=rewritten
+[llm clean] completed=965000 submitted=965071 kept=3314339 rejected=116457 last=keep reason=rewritten
+[llm clean] completed=965100 submitted=965171 kept=3314435 rejected=116461 last=keep reason=rewritten
+[llm clean] completed=965200 submitted=965271 kept=3314534 rejected=116462 last=keep reason=rewritten
+[llm clean] completed=965300 submitted=965371 kept=3314633 rejected=116463 last=keep reason=rewritten
+[llm clean] completed=965400 submitted=965471 kept=3314728 rejected=116468 last=keep reason=rewritten
+[llm clean] completed=965500 submitted=965571 kept=3314822 rejected=116474 last=keep reason=rewritten
+[llm clean] completed=965600 submitted=965671 kept=3314919 rejected=116477 last=keep reason=rewritten
+[llm clean] completed=965700 submitted=965771 kept=3315018 rejected=116478 last=keep reason=rewritten
+[llm clean] completed=965800 submitted=965871 kept=3315116 rejected=116480 last=keep reason=rewritten
+[llm clean] completed=965900 submitted=965971 kept=3315207 rejected=116489 last=keep reason=rewritten
+[llm clean] completed=966000 submitted=966071 kept=3315306 rejected=116490 last=keep reason=rewritten
+[llm clean] completed=966100 submitted=966171 kept=3315402 rejected=116494 last=keep reason=rewritten
+[llm clean] completed=966200 submitted=966271 kept=3315495 rejected=116501 last=keep reason=rewritten
+[llm clean] completed=966300 submitted=966371 kept=3315594 rejected=116502 last=keep reason=rewritten
+[llm clean] completed=966400 submitted=966471 kept=3315680 rejected=116516 last=keep reason=rewritten
+[llm clean] completed=966500 submitted=966571 kept=3315780 rejected=116516 last=keep reason=rewritten
+[llm clean] completed=966600 submitted=966671 kept=3315880 rejected=116516 last=keep reason=rewritten
+[llm clean] completed=966700 submitted=966771 kept=3315978 rejected=116518 last=keep reason=rewritten
+[llm clean] completed=966800 submitted=966871 kept=3316073 rejected=116523 last=keep reason=rewritten
+[llm clean] completed=966900 submitted=966971 kept=3316169 rejected=116527 last=keep reason=rewritten
+[llm clean] completed=967000 submitted=967071 kept=3316268 rejected=116528 last=keep reason=rewritten
+[llm clean] completed=967100 submitted=967171 kept=3316365 rejected=116531 last=keep reason=rewritten
+[llm clean] completed=967200 submitted=967271 kept=3316463 rejected=116533 last=keep reason=rewritten
+[llm clean] completed=967300 submitted=967371 kept=3316562 rejected=116534 last=keep reason=rewritten
+[llm clean] completed=967400 submitted=967471 kept=3316660 rejected=116536 last=keep reason=rewritten
+[llm clean] completed=967500 submitted=967571 kept=3316722 rejected=116574 last=reject reason=The input is a fragment of C source code (Linux kernel DRM driver) mixed with a kernel-doc comment block. It is not cohe
+[llm clean] completed=967600 submitted=967671 kept=3316821 rejected=116575 last=keep reason=rewritten
+[llm clean] completed=967700 submitted=967771 kept=3316919 rejected=116577 last=keep reason=rewritten
+[llm clean] completed=967800 submitted=967871 kept=3317018 rejected=116578 last=keep reason=rewritten
+[llm clean] completed=967900 submitted=967971 kept=3317116 rejected=116580 last=keep reason=rewritten
+[llm clean] completed=968000 submitted=968071 kept=3317212 rejected=116584 last=keep reason=rewritten
+[llm clean] completed=968100 submitted=968171 kept=3317312 rejected=116584 last=keep reason=rewritten
+[llm clean] completed=968200 submitted=968271 kept=3317396 rejected=116600 last=keep reason=rewritten
+[llm clean] completed=968300 submitted=968371 kept=3317495 rejected=116601 last=keep reason=rewritten
+[llm clean] completed=968400 submitted=968471 kept=3317592 rejected=116604 last=keep reason=rewritten
+[llm clean] completed=968500 submitted=968571 kept=3317690 rejected=116606 last=keep reason=rewritten
+[llm clean] completed=968600 submitted=968671 kept=3317788 rejected=116608 last=keep reason=rewritten
+[llm clean] completed=968700 submitted=968771 kept=3317885 rejected=116611 last=keep reason=rewritten
+[llm clean] completed=968800 submitted=968871 kept=3317984 rejected=116612 last=keep reason=rewritten
+[llm clean] completed=968900 submitted=968971 kept=3318076 rejected=116620 last=keep reason=rewritten
+[llm clean] completed=969000 submitted=969071 kept=3318146 rejected=116650 last=keep reason=rewritten
+[llm clean] completed=969100 submitted=969171 kept=3318244 rejected=116652 last=keep reason=rewritten
+[llm clean] completed=969200 submitted=969271 kept=3318342 rejected=116654 last=keep reason=rewritten
+[llm clean] completed=969300 submitted=969371 kept=3318440 rejected=116656 last=keep reason=rewritten
+[llm clean] completed=969400 submitted=969471 kept=3318538 rejected=116658 last=keep reason=rewritten
+[llm clean] completed=969500 submitted=969571 kept=3318633 rejected=116663 last=keep reason=rewritten
+[llm clean] completed=969600 submitted=969671 kept=3318725 rejected=116671 last=keep reason=rewritten
+[llm clean] completed=969700 submitted=969771 kept=3318823 rejected=116673 last=keep reason=rewritten
+[llm clean] completed=969800 submitted=969871 kept=3318919 rejected=116677 last=keep reason=rewritten
+[llm clean] completed=969900 submitted=969971 kept=3319018 rejected=116678 last=keep reason=rewritten
+[llm clean] completed=970000 submitted=970071 kept=3319109 rejected=116687 last=keep reason=rewritten
+[llm clean] completed=970100 submitted=970171 kept=3319207 rejected=116689 last=keep reason=rewritten
+[llm clean] completed=970200 submitted=970271 kept=3319302 rejected=116694 last=keep reason=rewritten
+[llm clean] completed=970300 submitted=970371 kept=3319400 rejected=116696 last=keep reason=rewritten
+[llm clean] completed=970400 submitted=970471 kept=3319496 rejected=116700 last=keep reason=rewritten
+[llm clean] completed=970500 submitted=970571 kept=3319594 rejected=116702 last=keep reason=rewritten
+[llm clean] completed=970600 submitted=970671 kept=3319694 rejected=116702 last=keep reason=rewritten
+[llm clean] completed=970700 submitted=970771 kept=3319791 rejected=116705 last=reject reason=The text is a highly opinionated, fragmented blog post or commentary with aggressive rhetorical questions, loaded langua
+[llm clean] completed=970800 submitted=970871 kept=3319889 rejected=116707 last=keep reason=rewritten
+[llm clean] completed=970900 submitted=970971 kept=3319988 rejected=116708 last=keep reason=rewritten
+[llm clean] completed=971000 submitted=971071 kept=3320086 rejected=116710 last=keep reason=rewritten
+[llm clean] completed=971100 submitted=971171 kept=3320185 rejected=116711 last=keep reason=rewritten
+[llm clean] completed=971200 submitted=971271 kept=3320280 rejected=116716 last=reject reason=The text consists almost entirely of repetitive image captions and metadata fragments related to the Oregon community co
+[llm clean] completed=971300 submitted=971371 kept=3320377 rejected=116719 last=keep reason=rewritten
+[llm clean] completed=971400 submitted=971471 kept=3320473 rejected=116723 last=keep reason=rewritten
+[llm clean] completed=971500 submitted=971571 kept=3320572 rejected=116724 last=keep reason=rewritten
+[llm clean] completed=971600 submitted=971671 kept=3320667 rejected=116729 last=keep reason=rewritten
+[llm clean] completed=971700 submitted=971771 kept=3320765 rejected=116731 last=keep reason=rewritten
+[llm clean] completed=971800 submitted=971871 kept=3320865 rejected=116731 last=keep reason=rewritten
+[llm clean] completed=971900 submitted=971971 kept=3320964 rejected=116732 last=keep reason=rewritten
+[llm clean] completed=972000 submitted=972071 kept=3321061 rejected=116735 last=keep reason=rewritten
+[llm clean] completed=972100 submitted=972171 kept=3321155 rejected=116741 last=keep reason=rewritten
+[llm clean] completed=972200 submitted=972271 kept=3321252 rejected=116744 last=keep reason=rewritten
+[llm clean] completed=972300 submitted=972371 kept=3321333 rejected=116763 last=reject reason=The text is a collection of disjointed forum comments and replies with usernames, timestamps, and navigation artifacts. 
+[llm clean] completed=972400 submitted=972471 kept=3321430 rejected=116766 last=keep reason=rewritten
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+[llm clean] completed=977600 submitted=977671 kept=3326438 rejected=116958 last=keep reason=rewritten
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+[llm clean] completed=982500 submitted=982571 kept=3331169 rejected=117127 last=keep reason=rewritten
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+[llm clean] completed=982900 submitted=982971 kept=3331566 rejected=117130 last=keep reason=rewritten
+[llm clean] completed=983000 submitted=983071 kept=3331664 rejected=117132 last=keep reason=rewritten
+[llm clean] completed=983100 submitted=983171 kept=3331762 rejected=117134 last=keep reason=rewritten
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+[llm clean] completed=984000 submitted=984071 kept=3332635 rejected=117161 last=keep reason=rewritten
+[llm clean] completed=984100 submitted=984171 kept=3332720 rejected=117176 last=reject reason=The text is a fragmented list of technologies and countries without coherent context or narrative structure, making it i
+[llm clean] completed=984200 submitted=984271 kept=3332814 rejected=117182 last=keep reason=rewritten
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+[llm clean] completed=985200 submitted=985271 kept=3333798 rejected=117198 last=keep reason=rewritten
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+[llm clean] completed=985700 submitted=985771 kept=3334266 rejected=117230 last=keep reason=rewritten
+[llm clean] completed=985800 submitted=985871 kept=3334363 rejected=117233 last=keep reason=rewritten
+[llm clean] completed=985900 submitted=985971 kept=3334455 rejected=117241 last=keep reason=rewritten
+[llm clean] completed=986000 submitted=986071 kept=3334552 rejected=117244 last=reject reason=The text is a satirical, fictional, or highly inappropriate parody of a Forbes list, containing violent and abusive lang
+[llm clean] completed=986100 submitted=986171 kept=3334647 rejected=117249 last=keep reason=rewritten
+[llm clean] completed=986200 submitted=986271 kept=3334744 rejected=117252 last=keep reason=rewritten
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+[llm clean] completed=988100 submitted=988171 kept=3336575 rejected=117321 last=keep reason=rewritten
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+[llm clean] completed=988600 submitted=988671 kept=3337063 rejected=117333 last=keep reason=rewritten
+[llm clean] completed=988700 submitted=988771 kept=3337137 rejected=117359 last=reject reason=The text is a structured roster of legal case summaries, sentences, and commutation terms. It lacks coherent narrative f
+[llm clean] completed=988800 submitted=988871 kept=3337235 rejected=117361 last=keep reason=rewritten
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+[llm clean] completed=994200 submitted=994271 kept=3342485 rejected=117511 last=keep reason=rewritten
+[llm clean] completed=994300 submitted=994371 kept=3342582 rejected=117514 last=reject reason=The text is primarily promotional boilerplate, a call-to-action link, and metadata for a sponsored content piece rather 
+[llm clean] completed=994400 submitted=994471 kept=3342677 rejected=117519 last=reject reason=The text is a collection of disjointed, low-quality user comments and forum posts about Pokémon, lacking coherent articl
+[llm clean] completed=994500 submitted=994571 kept=3342774 rejected=117522 last=keep reason=rewritten
+[llm clean] completed=994600 submitted=994671 kept=3342872 rejected=117524 last=keep reason=rewritten
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+[llm clean] completed=997600 submitted=997671 kept=3345758 rejected=117638 last=keep reason=rewritten
+[llm clean] completed=997700 submitted=997771 kept=3345854 rejected=117642 last=reject reason=The text is a fragmented list of image captions, metadata, and isolated facts about firearms used in a TV show, lacking 
+[llm clean] completed=997800 submitted=997871 kept=3345951 rejected=117645 last=keep reason=rewritten
+[llm clean] completed=997900 submitted=997971 kept=3346048 rejected=117648 last=keep reason=rewritten
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+[llm clean] completed=998100 submitted=998171 kept=3346243 rejected=117653 last=keep reason=rewritten
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+[llm clean] completed=998300 submitted=998371 kept=3346439 rejected=117657 last=keep reason=rewritten
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+[llm clean] completed=998500 submitted=998571 kept=3346634 rejected=117662 last=keep reason=rewritten
+[llm clean] completed=998600 submitted=998671 kept=3346734 rejected=117662 last=keep reason=rewritten
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+[llm clean] completed=998800 submitted=998871 kept=3346928 rejected=117668 last=keep reason=rewritten
+[llm clean] completed=998900 submitted=998971 kept=3347027 rejected=117669 last=keep reason=rewritten
+[llm clean] completed=999000 submitted=999071 kept=3347126 rejected=117670 last=keep reason=rewritten
+[llm clean] completed=999100 submitted=999171 kept=3347224 rejected=117672 last=keep reason=rewritten
+[llm clean] completed=999200 submitted=999271 kept=3347324 rejected=117672 last=keep reason=rewritten
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+[llm clean] completed=999400 submitted=999471 kept=3347520 rejected=117676 last=keep reason=rewritten
+[llm clean] completed=999500 submitted=999571 kept=3347620 rejected=117676 last=keep reason=rewritten
+[llm clean] completed=999600 submitted=999671 kept=3347719 rejected=117677 last=keep reason=rewritten
+[llm clean] completed=999700 submitted=999771 kept=3347815 rejected=117681 last=reject reason=The text is primarily a list of Kickstarter reward tiers, navigation labels, and repetitive metadata fragments. It lacks
+[llm clean] completed=999800 submitted=999871 kept=3347914 rejected=117682 last=keep reason=rewritten
+[llm clean] completed=999900 submitted=999971 kept=3348013 rejected=117683 last=keep reason=rewritten
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+[llm clean] completed=1000100 submitted=1000171 kept=3348212 rejected=117684 last=keep reason=rewritten
+[llm clean] completed=1000200 submitted=1000271 kept=3348309 rejected=117687 last=keep reason=rewritten
+[llm clean] completed=1000300 submitted=1000371 kept=3348405 rejected=117691 last=keep reason=rewritten
+[llm clean] completed=1000400 submitted=1000471 kept=3348490 rejected=117706 last=keep reason=rewritten
+[llm clean] completed=1000500 submitted=1000571 kept=3348580 rejected=117716 last=keep reason=rewritten
+[llm clean] completed=1000600 submitted=1000671 kept=3348673 rejected=117723 last=keep reason=rewritten
+[llm clean] completed=1000700 submitted=1000771 kept=3348767 rejected=117729 last=keep reason=rewritten
+[llm clean] completed=1000800 submitted=1000871 kept=3348865 rejected=117731 last=keep reason=rewritten
+[llm clean] completed=1000900 submitted=1000970 kept=3348963 rejected=117733 last=keep reason=rewritten
+[llm clean] completed=1001000 submitted=1001071 kept=3349062 rejected=117734 last=keep reason=rewritten
+[llm clean] completed=1001100 submitted=1001171 kept=3349161 rejected=117735 last=keep reason=rewritten
+[llm clean] completed=1001200 submitted=1001271 kept=3349259 rejected=117737 last=keep reason=rewritten
+[llm clean] completed=1001300 submitted=1001371 kept=3349357 rejected=117739 last=keep reason=rewritten
+[llm clean] completed=1001400 submitted=1001471 kept=3349452 rejected=117744 last=keep reason=rewritten
+[llm clean] completed=1001500 submitted=1001571 kept=3349552 rejected=117744 last=keep reason=rewritten
+[llm clean] completed=1001600 submitted=1001671 kept=3349649 rejected=117747 last=keep reason=rewritten
+[llm clean] completed=1001700 submitted=1001771 kept=3349741 rejected=117755 last=keep reason=rewritten
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+[llm clean] completed=1001900 submitted=1001971 kept=3349925 rejected=117771 last=keep reason=rewritten
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+[llm clean] completed=1002100 submitted=1002171 kept=3350107 rejected=117789 last=keep reason=rewritten
+[llm clean] completed=1002200 submitted=1002271 kept=3350206 rejected=117790 last=reject reason=The text is a raw, unstructured list of event dates, locations, and names without coherent prose or meaningful context t
+[llm clean] completed=1002300 submitted=1002371 kept=3350300 rejected=117796 last=keep reason=rewritten
+[llm clean] completed=1002400 submitted=1002471 kept=3350398 rejected=117798 last=keep reason=rewritten
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+[llm clean] completed=1002800 submitted=1002871 kept=3350784 rejected=117812 last=keep reason=rewritten
+[llm clean] completed=1002900 submitted=1002971 kept=3350881 rejected=117815 last=keep reason=rewritten
+[llm clean] completed=1003000 submitted=1003071 kept=3350981 rejected=117815 last=keep reason=rewritten
+[llm clean] completed=1003100 submitted=1003171 kept=3351079 rejected=117817 last=keep reason=rewritten
+[llm clean] completed=1003200 submitted=1003271 kept=3351171 rejected=117825 last=keep reason=rewritten
+[llm clean] completed=1003300 submitted=1003371 kept=3351269 rejected=117827 last=keep reason=rewritten
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+[llm clean] completed=1003600 submitted=1003671 kept=3351563 rejected=117833 last=keep reason=rewritten
+[llm clean] completed=1003700 submitted=1003771 kept=3351661 rejected=117835 last=keep reason=rewritten
+[llm clean] completed=1003800 submitted=1003871 kept=3351760 rejected=117836 last=keep reason=rewritten
+[llm clean] completed=1003900 submitted=1003971 kept=3351857 rejected=117839 last=keep reason=rewritten
+[llm clean] completed=1004000 submitted=1004071 kept=3351953 rejected=117843 last=keep reason=rewritten
+[llm clean] completed=1004100 submitted=1004171 kept=3352052 rejected=117844 last=keep reason=rewritten
+[llm clean] completed=1004200 submitted=1004271 kept=3352151 rejected=117845 last=keep reason=rewritten
+[llm clean] completed=1004300 submitted=1004371 kept=3352247 rejected=117849 last=keep reason=rewritten
+[llm clean] completed=1004400 submitted=1004471 kept=3352345 rejected=117851 last=keep reason=rewritten
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+[llm clean] completed=1004600 submitted=1004671 kept=3352539 rejected=117857 last=keep reason=rewritten
+[llm clean] completed=1004700 submitted=1004771 kept=3352638 rejected=117858 last=keep reason=rewritten
+[llm clean] completed=1004800 submitted=1004871 kept=3352730 rejected=117866 last=keep reason=rewritten
+[llm clean] completed=1004900 submitted=1004971 kept=3352828 rejected=117868 last=keep reason=rewritten
+[llm clean] completed=1005000 submitted=1005071 kept=3352925 rejected=117871 last=keep reason=rewritten
+[llm clean] completed=1005100 submitted=1005171 kept=3353020 rejected=117876 last=keep reason=rewritten
+[llm clean] completed=1005200 submitted=1005271 kept=3353120 rejected=117876 last=keep reason=rewritten
+[llm clean] completed=1005300 submitted=1005371 kept=3353218 rejected=117878 last=keep reason=rewritten
+[llm clean] completed=1005400 submitted=1005471 kept=3353316 rejected=117880 last=keep reason=rewritten
+[llm clean] completed=1005500 submitted=1005571 kept=3353412 rejected=117884 last=keep reason=rewritten
+[llm clean] completed=1005600 submitted=1005671 kept=3353510 rejected=117886 last=keep reason=rewritten
+[llm clean] completed=1005700 submitted=1005771 kept=3353600 rejected=117896 last=keep reason=rewritten
+[llm clean] completed=1005800 submitted=1005871 kept=3353697 rejected=117899 last=keep reason=rewritten
+[llm clean] completed=1005900 submitted=1005971 kept=3353791 rejected=117905 last=keep reason=rewritten
+[llm clean] completed=1006000 submitted=1006071 kept=3353885 rejected=117911 last=keep reason=rewritten
+[llm clean] completed=1006100 submitted=1006171 kept=3353982 rejected=117914 last=keep reason=rewritten
+[llm clean] completed=1006200 submitted=1006271 kept=3354077 rejected=117919 last=keep reason=rewritten
+[llm clean] completed=1006300 submitted=1006371 kept=3354176 rejected=117920 last=keep reason=rewritten
+[llm clean] completed=1006400 submitted=1006471 kept=3354275 rejected=117921 last=keep reason=rewritten
+[llm clean] completed=1006500 submitted=1006571 kept=3354373 rejected=117923 last=keep reason=rewritten
+[llm clean] completed=1006600 submitted=1006671 kept=3354470 rejected=117926 last=keep reason=clean_no_rewrite
+[llm clean] completed=1006700 submitted=1006771 kept=3354566 rejected=117930 last=keep reason=rewritten
+[llm clean] completed=1006800 submitted=1006871 kept=3354664 rejected=117932 last=keep reason=rewritten
+[llm clean] completed=1006900 submitted=1006971 kept=3354762 rejected=117934 last=keep reason=rewritten
+[llm clean] completed=1007000 submitted=1007071 kept=3354861 rejected=117935 last=keep reason=rewritten
+[llm clean] completed=1007100 submitted=1007171 kept=3354960 rejected=117936 last=keep reason=rewritten
+[llm clean] completed=1007200 submitted=1007271 kept=3355058 rejected=117938 last=keep reason=rewritten
+[llm clean] completed=1007300 submitted=1007371 kept=3355158 rejected=117938 last=keep reason=rewritten
+[llm clean] completed=1007400 submitted=1007471 kept=3355254 rejected=117942 last=keep reason=rewritten
+[llm clean] completed=1007500 submitted=1007571 kept=3355350 rejected=117946 last=keep reason=rewritten
+[llm clean] completed=1007600 submitted=1007671 kept=3355443 rejected=117953 last=keep reason=rewritten
+[llm clean] completed=1007700 submitted=1007771 kept=3355542 rejected=117954 last=keep reason=rewritten
+[llm clean] completed=1007800 submitted=1007871 kept=3355639 rejected=117957 last=keep reason=rewritten
+[llm clean] completed=1007900 submitted=1007971 kept=3355734 rejected=117962 last=keep reason=rewritten
+[llm clean] completed=1008000 submitted=1008071 kept=3355827 rejected=117969 last=keep reason=rewritten
+[llm clean] completed=1008100 submitted=1008171 kept=3355924 rejected=117972 last=keep reason=rewritten
+[llm clean] completed=1008200 submitted=1008271 kept=3356024 rejected=117972 last=keep reason=rewritten
+[llm clean] completed=1008300 submitted=1008371 kept=3356123 rejected=117973 last=keep reason=rewritten
+[llm clean] completed=1008400 submitted=1008471 kept=3356214 rejected=117982 last=keep reason=rewritten
+[llm clean] completed=1008500 submitted=1008571 kept=3356306 rejected=117990 last=reject reason=The text consists of two short news paragraphs followed by a list of unrelated article titles and citations, which is to
+[llm clean] completed=1008600 submitted=1008671 kept=3356403 rejected=117993 last=reject reason=The text is mostly boilerplate, navigation, donation requests, social media links, and book promotions with only a brief
+[llm clean] completed=1008700 submitted=1008771 kept=3356491 rejected=118005 last=keep reason=rewritten
+[llm clean] completed=1008800 submitted=1008871 kept=3356590 rejected=118006 last=keep reason=rewritten
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+[llm clean] completed=1009600 submitted=1009671 kept=3357367 rejected=118029 last=keep reason=rewritten
+[llm clean] completed=1009700 submitted=1009771 kept=3357464 rejected=118032 last=keep reason=rewritten
+[llm clean] completed=1009800 submitted=1009871 kept=3357561 rejected=118035 last=keep reason=rewritten
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+[llm clean] completed=1010000 submitted=1010071 kept=3357757 rejected=118039 last=keep reason=rewritten
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+[llm clean] completed=1010200 submitted=1010271 kept=3357956 rejected=118040 last=keep reason=rewritten
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+[llm clean] completed=1010500 submitted=1010571 kept=3358247 rejected=118049 last=keep reason=rewritten
+[llm clean] completed=1010600 submitted=1010671 kept=3358347 rejected=118049 last=keep reason=rewritten
+[llm clean] completed=1010700 submitted=1010771 kept=3358442 rejected=118054 last=keep reason=rewritten
+[llm clean] completed=1010800 submitted=1010871 kept=3358542 rejected=118054 last=keep reason=rewritten
+[llm clean] completed=1010900 submitted=1010971 kept=3358640 rejected=118056 last=keep reason=rewritten
+[llm clean] completed=1011000 submitted=1011071 kept=3358735 rejected=118061 last=keep reason=rewritten
+[llm clean] completed=1011100 submitted=1011171 kept=3358834 rejected=118062 last=keep reason=rewritten
+[llm clean] completed=1011200 submitted=1011271 kept=3358930 rejected=118066 last=reject reason=The text is a fragmented, repetitive, and incoherent collection of UI instructions and unrelated questions, lacking a co
+[llm clean] completed=1011300 submitted=1011371 kept=3359029 rejected=118067 last=keep reason=rewritten
+[llm clean] completed=1011400 submitted=1011471 kept=3359124 rejected=118072 last=keep reason=rewritten
+[llm clean] completed=1011500 submitted=1011571 kept=3359224 rejected=118072 last=keep reason=rewritten
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+[llm clean] completed=1011700 submitted=1011771 kept=3359417 rejected=118079 last=keep reason=rewritten
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+[llm clean] completed=1012200 submitted=1012271 kept=3359893 rejected=118103 last=keep reason=rewritten
+[llm clean] completed=1012300 submitted=1012371 kept=3359992 rejected=118104 last=keep reason=rewritten
+[llm clean] completed=1012400 submitted=1012471 kept=3360090 rejected=118106 last=reject reason=The text is primarily a forum post with significant boilerplate, metadata, and repetitive content. It lacks the structur
+[llm clean] completed=1012500 submitted=1012571 kept=3360188 rejected=118108 last=keep reason=rewritten
+[llm clean] completed=1012600 submitted=1012671 kept=3360284 rejected=118112 last=keep reason=rewritten
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+[llm clean] completed=1012800 submitted=1012871 kept=3360475 rejected=118121 last=keep reason=rewritten
+[llm clean] completed=1012900 submitted=1012971 kept=3360572 rejected=118124 last=keep reason=rewritten
+[llm clean] completed=1013000 submitted=1013070 kept=3360668 rejected=118128 last=keep reason=rewritten
+[llm clean] completed=1013100 submitted=1013171 kept=3360757 rejected=118139 last=keep reason=rewritten
+[llm clean] completed=1013200 submitted=1013271 kept=3360855 rejected=118141 last=keep reason=rewritten
+[llm clean] completed=1013300 submitted=1013371 kept=3360952 rejected=118144 last=keep reason=rewritten
+[llm clean] completed=1013400 submitted=1013471 kept=3361050 rejected=118146 last=keep reason=rewritten
+[llm clean] completed=1013500 submitted=1013571 kept=3361146 rejected=118150 last=keep reason=rewritten
+[llm clean] completed=1013600 submitted=1013671 kept=3361245 rejected=118151 last=keep reason=rewritten
+[llm clean] completed=1013700 submitted=1013771 kept=3361341 rejected=118155 last=keep reason=rewritten
+[llm clean] completed=1013800 submitted=1013871 kept=3361438 rejected=118158 last=keep reason=rewritten
+[llm clean] completed=1013900 submitted=1013971 kept=3361534 rejected=118162 last=keep reason=rewritten
+[llm clean] completed=1014000 submitted=1014071 kept=3361624 rejected=118172 last=keep reason=rewritten
+[llm clean] completed=1014100 submitted=1014171 kept=3361721 rejected=118175 last=keep reason=rewritten
+[llm clean] completed=1014200 submitted=1014271 kept=3361820 rejected=118176 last=keep reason=rewritten
+[llm clean] completed=1014300 submitted=1014371 kept=3361916 rejected=118180 last=keep reason=rewritten
+[llm clean] completed=1014400 submitted=1014471 kept=3362013 rejected=118183 last=keep reason=rewritten
+[llm clean] completed=1014500 submitted=1014571 kept=3362092 rejected=118204 last=keep reason=rewritten
+[llm clean] completed=1014600 submitted=1014671 kept=3362189 rejected=118207 last=keep reason=rewritten
+[llm clean] completed=1014700 submitted=1014771 kept=3362287 rejected=118209 last=keep reason=rewritten
+[llm clean] completed=1014800 submitted=1014871 kept=3362386 rejected=118210 last=keep reason=rewritten
+[llm clean] completed=1014900 submitted=1014971 kept=3362481 rejected=118215 last=keep reason=rewritten
+[llm clean] completed=1015000 submitted=1015071 kept=3362579 rejected=118217 last=keep reason=rewritten
+[llm clean] completed=1015100 submitted=1015171 kept=3362675 rejected=118221 last=keep reason=rewritten
+[llm clean] completed=1015200 submitted=1015271 kept=3362772 rejected=118224 last=keep reason=rewritten
+[llm clean] completed=1015300 submitted=1015371 kept=3362871 rejected=118225 last=keep reason=rewritten
+[llm clean] completed=1015400 submitted=1015471 kept=3362968 rejected=118228 last=keep reason=rewritten
+[llm clean] completed=1015500 submitted=1015571 kept=3363067 rejected=118229 last=keep reason=rewritten
+[llm clean] completed=1015600 submitted=1015671 kept=3363165 rejected=118231 last=keep reason=rewritten
+[llm clean] completed=1015700 submitted=1015771 kept=3363265 rejected=118231 last=keep reason=rewritten
+[llm clean] completed=1015800 submitted=1015871 kept=3363362 rejected=118234 last=keep reason=rewritten
+[llm clean] completed=1015900 submitted=1015971 kept=3363462 rejected=118234 last=keep reason=rewritten
+[llm clean] completed=1016000 submitted=1016071 kept=3363559 rejected=118237 last=reject reason=The text is mostly boilerplate, navigation links, call-to-action fragments, and metadata (emails, URLs, widget instructi
+[llm clean] completed=1016100 submitted=1016171 kept=3363657 rejected=118239 last=keep reason=rewritten
+[llm clean] completed=1016200 submitted=1016271 kept=3363756 rejected=118240 last=keep reason=rewritten
+[llm clean] completed=1016300 submitted=1016371 kept=3363855 rejected=118241 last=keep reason=rewritten
+[llm clean] completed=1016400 submitted=1016471 kept=3363952 rejected=118244 last=keep reason=rewritten
+[llm clean] completed=1016500 submitted=1016571 kept=3364049 rejected=118247 last=keep reason=rewritten
+[llm clean] completed=1016600 submitted=1016671 kept=3364144 rejected=118252 last=reject reason=The input is a list of manga chapter titles and release dates, which constitutes a roster of names/titles and lacks cohe
+[llm clean] completed=1016700 submitted=1016771 kept=3364241 rejected=118255 last=keep reason=rewritten
+[llm clean] completed=1016800 submitted=1016871 kept=3364338 rejected=118258 last=keep reason=rewritten
+[llm clean] completed=1016900 submitted=1016971 kept=3364436 rejected=118260 last=keep reason=rewritten
+[llm clean] completed=1017000 submitted=1017071 kept=3364532 rejected=118264 last=keep reason=rewritten
+[llm clean] completed=1017100 submitted=1017171 kept=3364629 rejected=118267 last=keep reason=rewritten
+[llm clean] completed=1017200 submitted=1017271 kept=3364727 rejected=118269 last=keep reason=rewritten
+[llm clean] completed=1017300 submitted=1017371 kept=3364810 rejected=118286 last=keep reason=rewritten
+[llm clean] completed=1017400 submitted=1017471 kept=3364904 rejected=118292 last=keep reason=rewritten
+[llm clean] completed=1017500 submitted=1017571 kept=3365001 rejected=118295 last=keep reason=rewritten
+[llm clean] completed=1017600 submitted=1017671 kept=3365096 rejected=118300 last=keep reason=rewritten
+[llm clean] completed=1017700 submitted=1017771 kept=3365193 rejected=118303 last=keep reason=rewritten
+[llm clean] completed=1017800 submitted=1017871 kept=3365290 rejected=118306 last=keep reason=rewritten
+[llm clean] completed=1017900 submitted=1017971 kept=3365389 rejected=118307 last=keep reason=rewritten
+[llm clean] completed=1018000 submitted=1018071 kept=3365485 rejected=118311 last=keep reason=rewritten
+[llm clean] completed=1018100 submitted=1018171 kept=3365583 rejected=118313 last=keep reason=rewritten
+[llm clean] completed=1018200 submitted=1018271 kept=3365680 rejected=118316 last=keep reason=rewritten
+[llm clean] completed=1018300 submitted=1018371 kept=3365779 rejected=118317 last=keep reason=rewritten
+[llm clean] completed=1018400 submitted=1018471 kept=3365868 rejected=118328 last=keep reason=rewritten
+[llm clean] completed=1018500 submitted=1018571 kept=3365966 rejected=118330 last=keep reason=rewritten
+[llm clean] completed=1018600 submitted=1018671 kept=3366066 rejected=118330 last=keep reason=rewritten
+[llm clean] completed=1018700 submitted=1018771 kept=3366165 rejected=118331 last=keep reason=rewritten
+[llm clean] completed=1018800 submitted=1018871 kept=3366262 rejected=118334 last=keep reason=rewritten
+[llm clean] completed=1018900 submitted=1018971 kept=3366353 rejected=118343 last=keep reason=rewritten
+[llm clean] completed=1019000 submitted=1019071 kept=3366452 rejected=118344 last=keep reason=rewritten
+[llm clean] completed=1019100 submitted=1019171 kept=3366552 rejected=118344 last=keep reason=rewritten
+[llm clean] completed=1019200 submitted=1019271 kept=3366650 rejected=118346 last=keep reason=rewritten
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+[llm clean] completed=1020900 submitted=1020971 kept=3368291 rejected=118405 last=keep reason=rewritten
+[llm clean] completed=1021000 submitted=1021071 kept=3368379 rejected=118417 last=keep reason=rewritten
+[llm clean] completed=1021100 submitted=1021171 kept=3368476 rejected=118420 last=keep reason=rewritten
+[llm clean] completed=1021200 submitted=1021271 kept=3368568 rejected=118428 last=keep reason=rewritten
+[llm clean] completed=1021300 submitted=1021371 kept=3368661 rejected=118435 last=keep reason=rewritten
+[llm clean] completed=1021400 submitted=1021471 kept=3368760 rejected=118436 last=keep reason=rewritten
+[llm clean] completed=1021500 submitted=1021571 kept=3368859 rejected=118437 last=keep reason=rewritten
+[llm clean] completed=1021600 submitted=1021671 kept=3368959 rejected=118437 last=keep reason=rewritten
+[llm clean] completed=1021700 submitted=1021771 kept=3369058 rejected=118438 last=keep reason=rewritten
+[llm clean] completed=1021800 submitted=1021871 kept=3369155 rejected=118441 last=keep reason=rewritten
+[llm clean] completed=1021900 submitted=1021971 kept=3369254 rejected=118442 last=keep reason=rewritten
+[llm clean] completed=1022000 submitted=1022071 kept=3369354 rejected=118442 last=keep reason=rewritten
+[llm clean] completed=1022100 submitted=1022171 kept=3369453 rejected=118443 last=keep reason=rewritten
+[llm clean] completed=1022200 submitted=1022271 kept=3369552 rejected=118444 last=reject reason=The text is a raw IRC chat log with significant boilerplate, formatting artifacts, and low-context fragments. It lacks c
+[llm clean] completed=1022300 submitted=1022371 kept=3369651 rejected=118445 last=keep reason=rewritten
+[llm clean] completed=1022400 submitted=1022471 kept=3369749 rejected=118447 last=keep reason=rewritten
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+[llm clean] completed=1022800 submitted=1022871 kept=3370142 rejected=118454 last=keep reason=rewritten
+[llm clean] completed=1022900 submitted=1022971 kept=3370242 rejected=118454 last=keep reason=rewritten
+[llm clean] completed=1023000 submitted=1023071 kept=3370339 rejected=118457 last=keep reason=rewritten
+[llm clean] completed=1023100 submitted=1023171 kept=3370437 rejected=118459 last=keep reason=rewritten
+[llm clean] completed=1023200 submitted=1023270 kept=3370533 rejected=118463 last=keep reason=rewritten
+[llm clean] completed=1023300 submitted=1023371 kept=3370633 rejected=118463 last=keep reason=rewritten
+[llm clean] completed=1023400 submitted=1023471 kept=3370729 rejected=118467 last=keep reason=rewritten
+[llm clean] completed=1023500 submitted=1023571 kept=3370828 rejected=118468 last=keep reason=rewritten
+[llm clean] completed=1023600 submitted=1023671 kept=3370926 rejected=118470 last=keep reason=rewritten
+[llm clean] completed=1023700 submitted=1023771 kept=3371023 rejected=118473 last=keep reason=rewritten
+[llm clean] completed=1023800 submitted=1023871 kept=3371119 rejected=118477 last=keep reason=rewritten
+[llm clean] completed=1023900 submitted=1023971 kept=3371213 rejected=118483 last=keep reason=rewritten
+[llm clean] completed=1024000 submitted=1024071 kept=3371310 rejected=118486 last=keep reason=rewritten
+[llm clean] completed=1024100 submitted=1024171 kept=3371403 rejected=118493 last=keep reason=rewritten
+[llm clean] completed=1024200 submitted=1024271 kept=3371502 rejected=118494 last=keep reason=rewritten
+[llm clean] completed=1024300 submitted=1024371 kept=3371597 rejected=118499 last=keep reason=rewritten
+[llm clean] completed=1024400 submitted=1024471 kept=3371695 rejected=118501 last=keep reason=rewritten
+[llm clean] completed=1024500 submitted=1024571 kept=3371788 rejected=118508 last=keep reason=rewritten
+[llm clean] completed=1024600 submitted=1024671 kept=3371884 rejected=118512 last=keep reason=rewritten
+[llm clean] completed=1024700 submitted=1024771 kept=3371981 rejected=118515 last=keep reason=rewritten
+[llm clean] completed=1024800 submitted=1024871 kept=3372077 rejected=118519 last=keep reason=rewritten
+[llm clean] completed=1024900 submitted=1024971 kept=3372169 rejected=118527 last=reject reason=The text is a user review/comment from a video platform, consisting of personal opinions, promotional links, and fragmen
+[llm clean] completed=1025000 submitted=1025071 kept=3372258 rejected=118538 last=keep reason=rewritten
+[llm clean] completed=1025100 submitted=1025171 kept=3372358 rejected=118538 last=keep reason=rewritten
+[llm clean] completed=1025200 submitted=1025271 kept=3372456 rejected=118540 last=keep reason=rewritten
+[llm clean] completed=1025300 submitted=1025371 kept=3372554 rejected=118542 last=keep reason=rewritten
+[llm clean] completed=1025400 submitted=1025471 kept=3372647 rejected=118549 last=keep reason=rewritten
+[llm clean] completed=1025500 submitted=1025571 kept=3372744 rejected=118552 last=reject reason=The input is a list of metadata entries (dates, product names, titles, authors, companies) without coherent prose struct
+[llm clean] completed=1025600 submitted=1025671 kept=3372828 rejected=118568 last=keep reason=rewritten
+[llm clean] completed=1025700 submitted=1025771 kept=3372927 rejected=118569 last=keep reason=rewritten
+[llm clean] completed=1025800 submitted=1025871 kept=3373022 rejected=118574 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1025900 submitted=1025971 kept=3373116 rejected=118580 last=keep reason=rewritten
+[llm clean] completed=1026000 submitted=1026071 kept=3373215 rejected=118581 last=keep reason=rewritten
+[llm clean] completed=1026100 submitted=1026171 kept=3373313 rejected=118583 last=keep reason=rewritten
+[llm clean] completed=1026200 submitted=1026271 kept=3373410 rejected=118586 last=keep reason=rewritten
+[llm clean] completed=1026300 submitted=1026371 kept=3373507 rejected=118589 last=keep reason=rewritten
+[llm clean] completed=1026400 submitted=1026471 kept=3373604 rejected=118592 last=keep reason=rewritten
+[llm clean] completed=1026500 submitted=1026571 kept=3373702 rejected=118594 last=keep reason=rewritten
+[llm clean] completed=1026600 submitted=1026671 kept=3373802 rejected=118594 last=keep reason=rewritten
+[llm clean] completed=1026700 submitted=1026771 kept=3373900 rejected=118596 last=keep reason=rewritten
+[llm clean] completed=1026800 submitted=1026871 kept=3373993 rejected=118603 last=keep reason=rewritten
+[llm clean] completed=1026900 submitted=1026971 kept=3374091 rejected=118605 last=keep reason=rewritten
+[llm clean] completed=1027000 submitted=1027071 kept=3374189 rejected=118607 last=keep reason=rewritten
+[llm clean] completed=1027100 submitted=1027171 kept=3374289 rejected=118607 last=keep reason=rewritten
+[llm clean] completed=1027200 submitted=1027271 kept=3374377 rejected=118619 last=keep reason=rewritten
+[llm clean] completed=1027300 submitted=1027371 kept=3374476 rejected=118620 last=keep reason=rewritten
+[llm clean] completed=1027400 submitted=1027471 kept=3374576 rejected=118620 last=keep reason=rewritten
+[llm clean] completed=1027500 submitted=1027571 kept=3374673 rejected=118623 last=keep reason=rewritten
+[llm clean] completed=1027600 submitted=1027671 kept=3374771 rejected=118625 last=keep reason=rewritten
+[llm clean] completed=1027700 submitted=1027771 kept=3374870 rejected=118626 last=keep reason=rewritten
+[llm clean] completed=1027800 submitted=1027871 kept=3374969 rejected=118627 last=keep reason=rewritten
+[llm clean] completed=1027900 submitted=1027971 kept=3375066 rejected=118630 last=keep reason=rewritten
+[llm clean] completed=1028000 submitted=1028071 kept=3375165 rejected=118631 last=keep reason=rewritten
+[llm clean] completed=1028100 submitted=1028171 kept=3375258 rejected=118638 last=keep reason=rewritten
+[llm clean] completed=1028200 submitted=1028271 kept=3375357 rejected=118639 last=keep reason=rewritten
+[llm clean] completed=1028300 submitted=1028371 kept=3375455 rejected=118641 last=keep reason=rewritten
+[llm clean] completed=1028400 submitted=1028471 kept=3375555 rejected=118641 last=keep reason=rewritten
+[llm clean] completed=1028500 submitted=1028571 kept=3375652 rejected=118644 last=keep reason=rewritten
+[llm clean] completed=1028600 submitted=1028671 kept=3375751 rejected=118645 last=keep reason=rewritten
+[llm clean] completed=1028700 submitted=1028771 kept=3375849 rejected=118647 last=keep reason=rewritten
+[llm clean] completed=1028800 submitted=1028871 kept=3375948 rejected=118648 last=keep reason=rewritten
+[llm clean] completed=1028900 submitted=1028971 kept=3376044 rejected=118652 last=keep reason=rewritten
+[llm clean] completed=1029000 submitted=1029071 kept=3376141 rejected=118655 last=keep reason=rewritten
+[llm clean] completed=1029100 submitted=1029171 kept=3376238 rejected=118658 last=reject reason=The text is a fragmented list of book editions, bibliographic metadata, and formatting artifacts without coherent articl
+[llm clean] completed=1029200 submitted=1029271 kept=3376329 rejected=118667 last=keep reason=rewritten
+[llm clean] completed=1029300 submitted=1029371 kept=3376427 rejected=118669 last=keep reason=rewritten
+[llm clean] completed=1029400 submitted=1029471 kept=3376519 rejected=118677 last=keep reason=rewritten
+[llm clean] completed=1029500 submitted=1029571 kept=3376613 rejected=118683 last=keep reason=rewritten
+[llm clean] completed=1029600 submitted=1029671 kept=3376711 rejected=118685 last=keep reason=rewritten
+[llm clean] completed=1029700 submitted=1029771 kept=3376810 rejected=118686 last=keep reason=rewritten
+[llm clean] completed=1029800 submitted=1029871 kept=3376907 rejected=118689 last=keep reason=rewritten
+[llm clean] completed=1029900 submitted=1029971 kept=3377007 rejected=118689 last=keep reason=rewritten
+[llm clean] completed=1030000 submitted=1030071 kept=3377103 rejected=118693 last=keep reason=rewritten
+[llm clean] completed=1030100 submitted=1030171 kept=3377194 rejected=118702 last=keep reason=rewritten
+[llm clean] completed=1030200 submitted=1030271 kept=3377293 rejected=118703 last=keep reason=rewritten
+[llm clean] completed=1030300 submitted=1030371 kept=3377390 rejected=118706 last=keep reason=rewritten
+[llm clean] completed=1030400 submitted=1030471 kept=3377486 rejected=118710 last=keep reason=rewritten
+[llm clean] completed=1030500 submitted=1030571 kept=3377585 rejected=118711 last=keep reason=rewritten
+[llm clean] completed=1030600 submitted=1030671 kept=3377683 rejected=118713 last=keep reason=rewritten
+[llm clean] completed=1030700 submitted=1030771 kept=3377781 rejected=118715 last=keep reason=rewritten
+[llm clean] completed=1030800 submitted=1030871 kept=3377879 rejected=118717 last=keep reason=rewritten
+[llm clean] completed=1030900 submitted=1030971 kept=3377977 rejected=118719 last=keep reason=rewritten
+[llm clean] completed=1031000 submitted=1031071 kept=3378075 rejected=118721 last=keep reason=rewritten
+[llm clean] completed=1031100 submitted=1031171 kept=3378171 rejected=118725 last=keep reason=rewritten
+[llm clean] completed=1031200 submitted=1031271 kept=3378264 rejected=118732 last=keep reason=rewritten
+[llm clean] completed=1031300 submitted=1031371 kept=3378361 rejected=118735 last=keep reason=rewritten
+[llm clean] completed=1031400 submitted=1031471 kept=3378457 rejected=118739 last=keep reason=rewritten
+[llm clean] completed=1031500 submitted=1031571 kept=3378556 rejected=118740 last=keep reason=rewritten
+[llm clean] completed=1031600 submitted=1031671 kept=3378651 rejected=118745 last=keep reason=rewritten
+[llm clean] completed=1031700 submitted=1031771 kept=3378750 rejected=118746 last=keep reason=rewritten
+[llm clean] completed=1031800 submitted=1031871 kept=3378848 rejected=118748 last=keep reason=rewritten
+[llm clean] completed=1031900 submitted=1031971 kept=3378946 rejected=118750 last=keep reason=rewritten
+[llm clean] completed=1032000 submitted=1032071 kept=3379040 rejected=118756 last=keep reason=rewritten
+[llm clean] completed=1032100 submitted=1032171 kept=3379139 rejected=118757 last=keep reason=rewritten
+[llm clean] completed=1032200 submitted=1032271 kept=3379236 rejected=118760 last=keep reason=rewritten
+[llm clean] completed=1032300 submitted=1032371 kept=3379334 rejected=118762 last=keep reason=rewritten
+[llm clean] completed=1032400 submitted=1032471 kept=3379433 rejected=118763 last=keep reason=rewritten
+[llm clean] completed=1032500 submitted=1032571 kept=3379530 rejected=118766 last=keep reason=rewritten
+[llm clean] completed=1032600 submitted=1032671 kept=3379622 rejected=118774 last=keep reason=rewritten
+[llm clean] completed=1032700 submitted=1032771 kept=3379720 rejected=118776 last=keep reason=rewritten
+[llm clean] completed=1032800 submitted=1032871 kept=3379819 rejected=118777 last=keep reason=rewritten
+[llm clean] completed=1032900 submitted=1032971 kept=3379916 rejected=118780 last=keep reason=rewritten
+[llm clean] completed=1033000 submitted=1033071 kept=3380006 rejected=118790 last=keep reason=rewritten
+[llm clean] completed=1033100 submitted=1033171 kept=3380105 rejected=118791 last=keep reason=rewritten
+[llm clean] completed=1033200 submitted=1033271 kept=3380199 rejected=118797 last=keep reason=rewritten
+[llm clean] completed=1033300 submitted=1033371 kept=3380299 rejected=118797 last=keep reason=rewritten
+[llm clean] completed=1033400 submitted=1033471 kept=3380396 rejected=118800 last=keep reason=rewritten
+[llm clean] completed=1033500 submitted=1033571 kept=3380495 rejected=118801 last=keep reason=rewritten
+[llm clean] completed=1033600 submitted=1033671 kept=3380594 rejected=118802 last=keep reason=rewritten
+[llm clean] completed=1033700 submitted=1033771 kept=3380691 rejected=118805 last=keep reason=rewritten
+[llm clean] completed=1033800 submitted=1033871 kept=3380785 rejected=118811 last=keep reason=rewritten
+[llm clean] completed=1033900 submitted=1033971 kept=3380882 rejected=118814 last=keep reason=rewritten
+[llm clean] completed=1034000 submitted=1034071 kept=3380980 rejected=118816 last=keep reason=rewritten
+[llm clean] completed=1034100 submitted=1034171 kept=3381079 rejected=118817 last=keep reason=rewritten
+[llm clean] completed=1034200 submitted=1034271 kept=3381179 rejected=118817 last=keep reason=rewritten
+[llm clean] completed=1034300 submitted=1034371 kept=3381277 rejected=118819 last=keep reason=rewritten
+[llm clean] completed=1034400 submitted=1034471 kept=3381377 rejected=118819 last=keep reason=rewritten
+[llm clean] completed=1034500 submitted=1034571 kept=3381473 rejected=118823 last=keep reason=rewritten
+[llm clean] completed=1034600 submitted=1034671 kept=3381569 rejected=118827 last=keep reason=rewritten
+[llm clean] completed=1034700 submitted=1034771 kept=3381667 rejected=118829 last=keep reason=rewritten
+[llm clean] completed=1034800 submitted=1034871 kept=3381758 rejected=118838 last=keep reason=rewritten
+[llm clean] completed=1034900 submitted=1034971 kept=3381857 rejected=118839 last=keep reason=rewritten
+[llm clean] completed=1035000 submitted=1035071 kept=3381955 rejected=118841 last=keep reason=rewritten
+[llm clean] completed=1035100 submitted=1035171 kept=3382054 rejected=118842 last=keep reason=rewritten
+[llm clean] completed=1035200 submitted=1035271 kept=3382149 rejected=118847 last=keep reason=rewritten
+[llm clean] completed=1035300 submitted=1035371 kept=3382248 rejected=118848 last=keep reason=rewritten
+[llm clean] completed=1035400 submitted=1035471 kept=3382344 rejected=118852 last=keep reason=rewritten
+[llm clean] completed=1035500 submitted=1035571 kept=3382442 rejected=118854 last=keep reason=rewritten
+[llm clean] completed=1035600 submitted=1035671 kept=3382539 rejected=118857 last=keep reason=rewritten
+[llm clean] completed=1035700 submitted=1035771 kept=3382635 rejected=118861 last=keep reason=rewritten
+[llm clean] completed=1035800 submitted=1035871 kept=3382730 rejected=118866 last=keep reason=rewritten
+[llm clean] completed=1035900 submitted=1035971 kept=3382828 rejected=118868 last=keep reason=rewritten
+[llm clean] completed=1036000 submitted=1036071 kept=3382928 rejected=118868 last=keep reason=rewritten
+[llm clean] completed=1036100 submitted=1036171 kept=3383025 rejected=118871 last=keep reason=rewritten
+[llm clean] completed=1036200 submitted=1036271 kept=3383125 rejected=118871 last=keep reason=rewritten
+[llm clean] completed=1036300 submitted=1036371 kept=3383224 rejected=118872 last=keep reason=rewritten
+[llm clean] completed=1036400 submitted=1036471 kept=3383323 rejected=118873 last=keep reason=rewritten
+[llm clean] completed=1036500 submitted=1036571 kept=3383423 rejected=118873 last=keep reason=rewritten
+[llm clean] completed=1036600 submitted=1036671 kept=3383522 rejected=118874 last=keep reason=rewritten
+[llm clean] completed=1036700 submitted=1036771 kept=3383622 rejected=118874 last=keep reason=rewritten
+[llm clean] completed=1036800 submitted=1036871 kept=3383720 rejected=118876 last=keep reason=rewritten
+[llm clean] completed=1036900 submitted=1036971 kept=3383818 rejected=118878 last=keep reason=rewritten
+[llm clean] completed=1037000 submitted=1037071 kept=3383914 rejected=118882 last=reject reason=The text contains significant misinformation, conspiracy theories, and pseudoscientific claims (e.g., flu vaccines cause
+[llm clean] completed=1037100 submitted=1037171 kept=3384012 rejected=118884 last=keep reason=rewritten
+[llm clean] completed=1037200 submitted=1037271 kept=3384110 rejected=118886 last=keep reason=rewritten
+[llm clean] completed=1037300 submitted=1037371 kept=3384207 rejected=118889 last=keep reason=rewritten
+[llm clean] completed=1037400 submitted=1037471 kept=3384304 rejected=118892 last=keep reason=rewritten
+[llm clean] completed=1037500 submitted=1037571 kept=3384403 rejected=118893 last=keep reason=rewritten
+[llm clean] completed=1037600 submitted=1037671 kept=3384499 rejected=118897 last=keep reason=rewritten
+[llm clean] completed=1037700 submitted=1037771 kept=3384596 rejected=118900 last=keep reason=rewritten
+[llm clean] completed=1037800 submitted=1037871 kept=3384694 rejected=118902 last=keep reason=rewritten
+[llm clean] completed=1037900 submitted=1037971 kept=3384792 rejected=118904 last=keep reason=rewritten
+[llm clean] completed=1038000 submitted=1038071 kept=3384892 rejected=118904 last=keep reason=rewritten
+[llm clean] completed=1038100 submitted=1038171 kept=3384986 rejected=118910 last=keep reason=rewritten
+[llm clean] completed=1038200 submitted=1038271 kept=3385085 rejected=118911 last=keep reason=rewritten
+[llm clean] completed=1038300 submitted=1038371 kept=3385184 rejected=118912 last=keep reason=rewritten
+[llm clean] completed=1038400 submitted=1038471 kept=3385280 rejected=118916 last=keep reason=rewritten
+[llm clean] completed=1038500 submitted=1038571 kept=3385377 rejected=118919 last=keep reason=rewritten
+[llm clean] completed=1038600 submitted=1038671 kept=3385469 rejected=118927 last=keep reason=rewritten
+[llm clean] completed=1038700 submitted=1038771 kept=3385569 rejected=118927 last=keep reason=rewritten
+[llm clean] completed=1038800 submitted=1038871 kept=3385668 rejected=118928 last=keep reason=rewritten
+[llm clean] completed=1038900 submitted=1038971 kept=3385767 rejected=118929 last=keep reason=rewritten
+[llm clean] completed=1039000 submitted=1039071 kept=3385865 rejected=118931 last=keep reason=rewritten
+[llm clean] completed=1039100 submitted=1039171 kept=3385962 rejected=118934 last=keep reason=rewritten
+[llm clean] completed=1039200 submitted=1039271 kept=3386061 rejected=118935 last=keep reason=rewritten
+[llm clean] completed=1039300 submitted=1039371 kept=3386160 rejected=118936 last=keep reason=rewritten
+[llm clean] completed=1039400 submitted=1039471 kept=3386258 rejected=118938 last=keep reason=rewritten
+[llm clean] completed=1039500 submitted=1039571 kept=3386350 rejected=118946 last=keep reason=rewritten
+[llm clean] completed=1039600 submitted=1039671 kept=3386449 rejected=118947 last=keep reason=rewritten
+[llm clean] completed=1039700 submitted=1039771 kept=3386529 rejected=118967 last=reject reason=The text is a collection of disjointed, low-context blog comments and forum posts with no coherent narrative or article 
+[llm clean] completed=1039800 submitted=1039871 kept=3386619 rejected=118977 last=keep reason=rewritten
+[llm clean] completed=1039900 submitted=1039971 kept=3386714 rejected=118982 last=keep reason=rewritten
+[llm clean] completed=1040000 submitted=1040071 kept=3386813 rejected=118983 last=keep reason=rewritten
+[llm clean] completed=1040100 submitted=1040171 kept=3386908 rejected=118988 last=keep reason=rewritten
+[llm clean] completed=1040200 submitted=1040271 kept=3387006 rejected=118990 last=reject reason=The text is a list of tour names and years without meaningful context or prose structure, resembling a navigation menu o
+[llm clean] completed=1040300 submitted=1040371 kept=3387105 rejected=118991 last=keep reason=rewritten
+[llm clean] completed=1040400 submitted=1040471 kept=3387198 rejected=118998 last=keep reason=rewritten
+[llm clean] completed=1040500 submitted=1040571 kept=3387297 rejected=118999 last=keep reason=rewritten
+[llm clean] completed=1040600 submitted=1040671 kept=3387395 rejected=119001 last=reject reason=The text is a collection of antisemitic conspiracy theories, hate speech, and incoherent fragments. It contains highly o
+[llm clean] completed=1040700 submitted=1040771 kept=3387492 rejected=119004 last=keep reason=rewritten
+[llm clean] completed=1040800 submitted=1040871 kept=3387588 rejected=119008 last=keep reason=rewritten
+[llm clean] completed=1040900 submitted=1040971 kept=3387687 rejected=119009 last=keep reason=rewritten
+[llm clean] completed=1041000 submitted=1041071 kept=3387785 rejected=119011 last=keep reason=rewritten
+[llm clean] completed=1041100 submitted=1041171 kept=3387882 rejected=119014 last=keep reason=rewritten
+[llm clean] completed=1041200 submitted=1041271 kept=3387979 rejected=119017 last=keep reason=rewritten
+[llm clean] completed=1041300 submitted=1041371 kept=3388073 rejected=119023 last=keep reason=rewritten
+[llm clean] completed=1041400 submitted=1041471 kept=3388170 rejected=119026 last=keep reason=rewritten
+[llm clean] completed=1041500 submitted=1041571 kept=3388267 rejected=119029 last=keep reason=rewritten
+[llm clean] completed=1041600 submitted=1041671 kept=3388366 rejected=119030 last=keep reason=rewritten
+[llm clean] completed=1041700 submitted=1041771 kept=3388449 rejected=119047 last=keep reason=rewritten
+[llm clean] completed=1041800 submitted=1041871 kept=3388537 rejected=119059 last=keep reason=rewritten
+[llm clean] completed=1041900 submitted=1041971 kept=3388629 rejected=119067 last=keep reason=rewritten
+[llm clean] completed=1042000 submitted=1042071 kept=3388725 rejected=119071 last=keep reason=rewritten
+[llm clean] completed=1042100 submitted=1042171 kept=3388822 rejected=119074 last=keep reason=rewritten
+[llm clean] completed=1042200 submitted=1042271 kept=3388902 rejected=119094 last=keep reason=rewritten
+[llm clean] completed=1042300 submitted=1042371 kept=3389001 rejected=119095 last=keep reason=rewritten
+[llm clean] completed=1042400 submitted=1042471 kept=3389100 rejected=119096 last=keep reason=rewritten
+[llm clean] completed=1042500 submitted=1042571 kept=3389193 rejected=119103 last=keep reason=rewritten
+[llm clean] completed=1042600 submitted=1042671 kept=3389292 rejected=119104 last=keep reason=rewritten
+[llm clean] completed=1042700 submitted=1042771 kept=3389390 rejected=119106 last=keep reason=rewritten
+[llm clean] completed=1042800 submitted=1042871 kept=3389489 rejected=119107 last=keep reason=rewritten
+[llm clean] completed=1042900 submitted=1042971 kept=3389583 rejected=119113 last=reject reason=The input is raw C++ source code for a hangman game, not coherent English prose. It consists of code logic, variable ass
+[llm clean] completed=1043000 submitted=1043071 kept=3389671 rejected=119125 last=keep reason=rewritten
+[llm clean] completed=1043100 submitted=1043171 kept=3389770 rejected=119126 last=keep reason=rewritten
+[llm clean] completed=1043200 submitted=1043271 kept=3389867 rejected=119129 last=keep reason=rewritten
+[llm clean] completed=1043300 submitted=1043371 kept=3389961 rejected=119135 last=keep reason=rewritten
+[llm clean] completed=1043400 submitted=1043471 kept=3390054 rejected=119142 last=keep reason=rewritten
+[llm clean] completed=1043500 submitted=1043571 kept=3390151 rejected=119145 last=keep reason=rewritten
+[llm clean] completed=1043600 submitted=1043671 kept=3390249 rejected=119147 last=keep reason=rewritten
+[llm clean] completed=1043700 submitted=1043771 kept=3390345 rejected=119151 last=keep reason=rewritten
+[llm clean] completed=1043800 submitted=1043871 kept=3390435 rejected=119161 last=keep reason=rewritten
+[llm clean] completed=1043900 submitted=1043971 kept=3390534 rejected=119162 last=keep reason=rewritten
+[llm clean] completed=1044000 submitted=1044071 kept=3390633 rejected=119163 last=keep reason=rewritten
+[llm clean] completed=1044100 submitted=1044171 kept=3390732 rejected=119164 last=keep reason=rewritten
+[llm clean] completed=1044200 submitted=1044271 kept=3390830 rejected=119166 last=keep reason=rewritten
+[llm clean] completed=1044300 submitted=1044371 kept=3390929 rejected=119167 last=keep reason=rewritten
+[llm clean] completed=1044400 submitted=1044471 kept=3391028 rejected=119168 last=keep reason=rewritten
+[llm clean] completed=1044500 submitted=1044571 kept=3391128 rejected=119168 last=keep reason=rewritten
+[llm clean] completed=1044600 submitted=1044671 kept=3391226 rejected=119170 last=keep reason=rewritten
+[llm clean] completed=1044700 submitted=1044771 kept=3391320 rejected=119176 last=keep reason=rewritten
+[llm clean] completed=1044800 submitted=1044871 kept=3391417 rejected=119179 last=keep reason=rewritten
+[llm clean] completed=1044900 submitted=1044971 kept=3391515 rejected=119181 last=keep reason=rewritten
+[llm clean] completed=1045000 submitted=1045071 kept=3391606 rejected=119190 last=keep reason=rewritten
+[llm clean] completed=1045100 submitted=1045171 kept=3391696 rejected=119200 last=keep reason=rewritten
+[llm clean] completed=1045200 submitted=1045271 kept=3391787 rejected=119209 last=keep reason=rewritten
+[llm clean] completed=1045300 submitted=1045371 kept=3391884 rejected=119212 last=keep reason=rewritten
+[llm clean] completed=1045400 submitted=1045471 kept=3391980 rejected=119216 last=keep reason=rewritten
+[llm clean] completed=1045500 submitted=1045571 kept=3392076 rejected=119220 last=keep reason=rewritten
+[llm clean] completed=1045600 submitted=1045671 kept=3392156 rejected=119240 last=keep reason=rewritten
+[llm clean] completed=1045700 submitted=1045771 kept=3392255 rejected=119241 last=keep reason=rewritten
+[llm clean] completed=1045800 submitted=1045871 kept=3392351 rejected=119245 last=keep reason=rewritten
+[llm clean] completed=1045900 submitted=1045971 kept=3392448 rejected=119248 last=reject reason=The text is a repetitive, nonsensical list of multiple-choice questions with identical, irrelevant options (Buttons, Arm
+[llm clean] completed=1046000 submitted=1046071 kept=3392545 rejected=119251 last=keep reason=rewritten
+[llm clean] completed=1046100 submitted=1046171 kept=3392642 rejected=119254 last=keep reason=rewritten
+[llm clean] completed=1046200 submitted=1046271 kept=3392740 rejected=119256 last=keep reason=rewritten
+[llm clean] completed=1046300 submitted=1046371 kept=3392839 rejected=119257 last=keep reason=rewritten
+[llm clean] completed=1046400 submitted=1046471 kept=3392938 rejected=119258 last=keep reason=rewritten
+[llm clean] completed=1046500 submitted=1046571 kept=3393033 rejected=119263 last=keep reason=rewritten
+[llm clean] completed=1046600 submitted=1046671 kept=3393120 rejected=119276 last=reject reason=The text is a disjointed collection of biographical snippets, repeated boilerplate, and a bibliography list. It lacks a 
+[llm clean] completed=1046700 submitted=1046771 kept=3393214 rejected=119282 last=keep reason=rewritten
+[llm clean] completed=1046800 submitted=1046871 kept=3393312 rejected=119284 last=keep reason=rewritten
+[llm clean] completed=1046900 submitted=1046971 kept=3393407 rejected=119289 last=reject reason=The text is a fragmented list of clinical trial metadata, including IDs, dates, locations, and study details, without co
+[llm clean] completed=1047000 submitted=1047071 kept=3393487 rejected=119309 last=keep reason=rewritten
+[llm clean] completed=1047100 submitted=1047171 kept=3393584 rejected=119312 last=keep reason=rewritten
+[llm clean] completed=1047200 submitted=1047271 kept=3393677 rejected=119319 last=keep reason=rewritten
+[llm clean] completed=1047300 submitted=1047371 kept=3393772 rejected=119324 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1047400 submitted=1047471 kept=3393862 rejected=119334 last=keep reason=rewritten
+[llm clean] completed=1047500 submitted=1047571 kept=3393962 rejected=119334 last=keep reason=rewritten
+[llm clean] completed=1047600 submitted=1047671 kept=3394056 rejected=119340 last=keep reason=rewritten
+[llm clean] completed=1047700 submitted=1047771 kept=3394155 rejected=119341 last=keep reason=rewritten
+[llm clean] completed=1047800 submitted=1047871 kept=3394250 rejected=119346 last=keep reason=rewritten
+[llm clean] completed=1047900 submitted=1047971 kept=3394339 rejected=119357 last=keep reason=rewritten
+[llm clean] completed=1048000 submitted=1048071 kept=3394438 rejected=119358 last=keep reason=rewritten
+[llm clean] completed=1048100 submitted=1048171 kept=3394536 rejected=119360 last=keep reason=rewritten
+[llm clean] completed=1048200 submitted=1048271 kept=3394620 rejected=119376 last=keep reason=rewritten
+[llm clean] completed=1048300 submitted=1048371 kept=3394710 rejected=119386 last=keep reason=rewritten
+[llm clean] completed=1048400 submitted=1048471 kept=3394808 rejected=119388 last=keep reason=rewritten
+[llm clean] completed=1048500 submitted=1048571 kept=3394906 rejected=119390 last=keep reason=rewritten
+[llm clean] completed=1048600 submitted=1048671 kept=3395001 rejected=119395 last=keep reason=rewritten
+[llm clean] completed=1048700 submitted=1048771 kept=3395100 rejected=119396 last=keep reason=rewritten
+[llm clean] completed=1048800 submitted=1048871 kept=3395199 rejected=119397 last=keep reason=rewritten
+[llm clean] completed=1048900 submitted=1048971 kept=3395291 rejected=119405 last=keep reason=rewritten
+[llm clean] completed=1049000 submitted=1049071 kept=3395387 rejected=119409 last=keep reason=rewritten
+[llm clean] completed=1049100 submitted=1049171 kept=3395481 rejected=119415 last=keep reason=rewritten
+[llm clean] completed=1049200 submitted=1049271 kept=3395580 rejected=119416 last=keep reason=rewritten
+[llm clean] completed=1049300 submitted=1049371 kept=3395678 rejected=119418 last=keep reason=rewritten
+[llm clean] completed=1049400 submitted=1049471 kept=3395774 rejected=119422 last=keep reason=rewritten
+[llm clean] completed=1049500 submitted=1049571 kept=3395874 rejected=119422 last=keep reason=rewritten
+[llm clean] completed=1049600 submitted=1049671 kept=3395971 rejected=119425 last=keep reason=rewritten
+[llm clean] completed=1049700 submitted=1049771 kept=3396071 rejected=119425 last=keep reason=rewritten
+[llm clean] completed=1049800 submitted=1049871 kept=3396170 rejected=119426 last=keep reason=rewritten
+[llm clean] completed=1049900 submitted=1049971 kept=3396268 rejected=119428 last=keep reason=rewritten
+[llm clean] completed=1050000 submitted=1050071 kept=3396366 rejected=119430 last=keep reason=rewritten
+[llm clean] completed=1050100 submitted=1050171 kept=3396466 rejected=119430 last=keep reason=rewritten
+[llm clean] completed=1050200 submitted=1050271 kept=3396564 rejected=119432 last=keep reason=rewritten
+[llm clean] completed=1050300 submitted=1050371 kept=3396662 rejected=119434 last=keep reason=rewritten
+[llm clean] completed=1050400 submitted=1050471 kept=3396757 rejected=119439 last=keep reason=rewritten
+[llm clean] completed=1050500 submitted=1050571 kept=3396855 rejected=119441 last=keep reason=rewritten
+[llm clean] completed=1050600 submitted=1050671 kept=3396949 rejected=119447 last=keep reason=rewritten
+[llm clean] completed=1050700 submitted=1050771 kept=3397047 rejected=119449 last=keep reason=rewritten
+[llm clean] completed=1050800 submitted=1050871 kept=3397140 rejected=119456 last=keep reason=rewritten
+[llm clean] completed=1050900 submitted=1050971 kept=3397239 rejected=119457 last=keep reason=rewritten
+[llm clean] completed=1051000 submitted=1051071 kept=3397337 rejected=119459 last=keep reason=rewritten
+[llm clean] completed=1051100 submitted=1051171 kept=3397432 rejected=119464 last=keep reason=rewritten
+[llm clean] completed=1051200 submitted=1051271 kept=3397528 rejected=119468 last=keep reason=rewritten
+[llm clean] completed=1051300 submitted=1051371 kept=3397628 rejected=119468 last=keep reason=rewritten
+[llm clean] completed=1051400 submitted=1051471 kept=3397725 rejected=119471 last=keep reason=rewritten
+[llm clean] completed=1051500 submitted=1051571 kept=3397822 rejected=119474 last=keep reason=rewritten
+[llm clean] completed=1051600 submitted=1051671 kept=3397920 rejected=119476 last=keep reason=rewritten
+[llm clean] completed=1051700 submitted=1051771 kept=3398015 rejected=119481 last=reject reason=The text is a list of commit messages and changelog entries, not a coherent article or prose passage.
+[llm clean] completed=1051800 submitted=1051871 kept=3398113 rejected=119483 last=keep reason=rewritten
+[llm clean] completed=1051900 submitted=1051971 kept=3398213 rejected=119483 last=keep reason=rewritten
+[llm clean] completed=1052000 submitted=1052071 kept=3398312 rejected=119484 last=keep reason=rewritten
+[llm clean] completed=1052100 submitted=1052171 kept=3398407 rejected=119489 last=keep reason=rewritten
+[llm clean] completed=1052200 submitted=1052271 kept=3398503 rejected=119493 last=keep reason=rewritten
+[llm clean] completed=1052300 submitted=1052371 kept=3398602 rejected=119494 last=keep reason=rewritten
+[llm clean] completed=1052400 submitted=1052471 kept=3398702 rejected=119494 last=keep reason=rewritten
+[llm clean] completed=1052500 submitted=1052571 kept=3398799 rejected=119497 last=keep reason=rewritten
+[llm clean] completed=1052600 submitted=1052671 kept=3398899 rejected=119497 last=keep reason=rewritten
+[llm clean] completed=1052700 submitted=1052771 kept=3398999 rejected=119497 last=keep reason=rewritten
+[llm clean] completed=1052800 submitted=1052871 kept=3399099 rejected=119497 last=keep reason=rewritten
+[llm clean] completed=1052900 submitted=1052971 kept=3399197 rejected=119499 last=keep reason=rewritten
+[llm clean] completed=1053000 submitted=1053071 kept=3399294 rejected=119502 last=keep reason=rewritten
+[llm clean] completed=1053100 submitted=1053171 kept=3399392 rejected=119504 last=keep reason=rewritten
+[llm clean] completed=1053200 submitted=1053271 kept=3399487 rejected=119509 last=keep reason=rewritten
+[llm clean] completed=1053300 submitted=1053371 kept=3399587 rejected=119509 last=keep reason=rewritten
+[llm clean] completed=1053400 submitted=1053470 kept=3399680 rejected=119516 last=keep reason=rewritten
+[llm clean] completed=1053500 submitted=1053571 kept=3399774 rejected=119522 last=keep reason=rewritten
+[llm clean] completed=1053600 submitted=1053671 kept=3399868 rejected=119528 last=keep reason=rewritten
+[llm clean] completed=1053700 submitted=1053771 kept=3399957 rejected=119539 last=keep reason=rewritten
+[llm clean] completed=1053800 submitted=1053871 kept=3400053 rejected=119543 last=keep reason=rewritten
+[llm clean] completed=1053900 submitted=1053971 kept=3400150 rejected=119546 last=keep reason=rewritten
+[llm clean] completed=1054000 submitted=1054071 kept=3400249 rejected=119547 last=keep reason=rewritten
+[llm clean] completed=1054100 submitted=1054171 kept=3400345 rejected=119551 last=keep reason=rewritten
+[llm clean] completed=1054200 submitted=1054271 kept=3400443 rejected=119553 last=keep reason=rewritten
+[llm clean] completed=1054300 submitted=1054371 kept=3400538 rejected=119558 last=keep reason=rewritten
+[llm clean] completed=1054400 submitted=1054471 kept=3400628 rejected=119568 last=reject reason=The text is a fragmented collection of game UI elements, item lists, and repetitive status messages without coherent nar
+[llm clean] completed=1054500 submitted=1054571 kept=3400697 rejected=119599 last=keep reason=rewritten
+[llm clean] completed=1054600 submitted=1054671 kept=3400792 rejected=119604 last=keep reason=rewritten
+[llm clean] completed=1054700 submitted=1054771 kept=3400888 rejected=119608 last=keep reason=rewritten
+[llm clean] completed=1054800 submitted=1054871 kept=3400981 rejected=119615 last=keep reason=rewritten
+[llm clean] completed=1054900 submitted=1054971 kept=3401079 rejected=119617 last=keep reason=rewritten
+[llm clean] completed=1055000 submitted=1055071 kept=3401170 rejected=119626 last=keep reason=rewritten
+[llm clean] completed=1055100 submitted=1055171 kept=3401263 rejected=119633 last=keep reason=rewritten
+[llm clean] completed=1055200 submitted=1055271 kept=3401361 rejected=119635 last=keep reason=rewritten
+[llm clean] completed=1055300 submitted=1055371 kept=3401459 rejected=119637 last=keep reason=rewritten
+[llm clean] completed=1055400 submitted=1055471 kept=3401558 rejected=119638 last=keep reason=rewritten
+[llm clean] completed=1055500 submitted=1055571 kept=3401653 rejected=119643 last=keep reason=rewritten
+[llm clean] completed=1055600 submitted=1055671 kept=3401750 rejected=119646 last=keep reason=rewritten
+[llm clean] completed=1055700 submitted=1055771 kept=3401846 rejected=119650 last=keep reason=rewritten
+[llm clean] completed=1055800 submitted=1055871 kept=3401945 rejected=119651 last=keep reason=rewritten
+[llm clean] completed=1055900 submitted=1055971 kept=3402040 rejected=119656 last=keep reason=rewritten
+[llm clean] completed=1056000 submitted=1056071 kept=3402138 rejected=119658 last=keep reason=rewritten
+[llm clean] completed=1056100 submitted=1056171 kept=3402236 rejected=119660 last=keep reason=rewritten
+[llm clean] completed=1056200 submitted=1056271 kept=3402334 rejected=119662 last=keep reason=rewritten
+[llm clean] completed=1056300 submitted=1056371 kept=3402433 rejected=119663 last=keep reason=rewritten
+[llm clean] completed=1056400 submitted=1056471 kept=3402532 rejected=119664 last=keep reason=rewritten
+[llm clean] completed=1056500 submitted=1056571 kept=3402630 rejected=119666 last=keep reason=rewritten
+[llm clean] completed=1056600 submitted=1056671 kept=3402727 rejected=119669 last=keep reason=rewritten
+[llm clean] completed=1056700 submitted=1056771 kept=3402816 rejected=119680 last=keep reason=rewritten
+[llm clean] completed=1056800 submitted=1056871 kept=3402916 rejected=119680 last=keep reason=rewritten
+[llm clean] completed=1056900 submitted=1056971 kept=3403010 rejected=119686 last=reject reason=The text is a fragmented legal decree and court order containing boilerplate, formatting artifacts, and disjointed claus
+[llm clean] completed=1057000 submitted=1057071 kept=3403104 rejected=119692 last=keep reason=rewritten
+[llm clean] completed=1057100 submitted=1057171 kept=3403204 rejected=119692 last=keep reason=rewritten
+[llm clean] completed=1057200 submitted=1057271 kept=3403298 rejected=119698 last=keep reason=rewritten
+[llm clean] completed=1057300 submitted=1057371 kept=3403394 rejected=119702 last=keep reason=rewritten
+[llm clean] completed=1057400 submitted=1057471 kept=3403482 rejected=119714 last=keep reason=rewritten
+[llm clean] completed=1057500 submitted=1057571 kept=3403578 rejected=119718 last=keep reason=rewritten
+[llm clean] completed=1057600 submitted=1057671 kept=3403678 rejected=119718 last=keep reason=rewritten
+[llm clean] completed=1057700 submitted=1057771 kept=3403778 rejected=119718 last=keep reason=rewritten
+[llm clean] completed=1057800 submitted=1057871 kept=3403870 rejected=119726 last=keep reason=rewritten
+[llm clean] completed=1057900 submitted=1057971 kept=3403964 rejected=119732 last=keep reason=rewritten
+[llm clean] completed=1058000 submitted=1058071 kept=3404064 rejected=119732 last=keep reason=rewritten
+[llm clean] completed=1058100 submitted=1058171 kept=3404161 rejected=119735 last=keep reason=rewritten
+[llm clean] completed=1058200 submitted=1058271 kept=3404261 rejected=119735 last=keep reason=rewritten
+[llm clean] completed=1058300 submitted=1058371 kept=3404361 rejected=119735 last=keep reason=rewritten
+[llm clean] completed=1058400 submitted=1058471 kept=3404458 rejected=119738 last=keep reason=rewritten
+[llm clean] completed=1058500 submitted=1058571 kept=3404557 rejected=119739 last=keep reason=rewritten
+[llm clean] completed=1058600 submitted=1058671 kept=3404643 rejected=119753 last=keep reason=rewritten
+[llm clean] completed=1058700 submitted=1058771 kept=3404740 rejected=119756 last=keep reason=rewritten
+[llm clean] completed=1058800 submitted=1058871 kept=3404837 rejected=119759 last=keep reason=rewritten
+[llm clean] completed=1058900 submitted=1058971 kept=3404932 rejected=119764 last=keep reason=rewritten
+[llm clean] completed=1059000 submitted=1059071 kept=3405031 rejected=119765 last=keep reason=rewritten
+[llm clean] completed=1059100 submitted=1059171 kept=3405130 rejected=119766 last=keep reason=rewritten
+[llm clean] completed=1059200 submitted=1059271 kept=3405228 rejected=119768 last=keep reason=rewritten
+[llm clean] completed=1059300 submitted=1059371 kept=3405315 rejected=119781 last=keep reason=rewritten
+[llm clean] completed=1059400 submitted=1059471 kept=3405409 rejected=119787 last=keep reason=rewritten
+[llm clean] completed=1059500 submitted=1059571 kept=3405499 rejected=119797 last=reject reason=The text is a list of game creature stats, commands, and creation costs without meaningful prose context. It consists mo
+[llm clean] completed=1059600 submitted=1059671 kept=3405593 rejected=119803 last=keep reason=rewritten
+[llm clean] completed=1059700 submitted=1059771 kept=3405691 rejected=119805 last=reject reason=The text is a fragmented collection of metadata, URLs, titles, and isolated phrases without coherent prose structure or 
+[llm clean] completed=1059800 submitted=1059871 kept=3405786 rejected=119810 last=keep reason=rewritten
+[llm clean] completed=1059900 submitted=1059971 kept=3405885 rejected=119811 last=keep reason=rewritten
+[llm clean] completed=1060000 submitted=1060071 kept=3405984 rejected=119812 last=keep reason=rewritten
+[llm clean] completed=1060100 submitted=1060171 kept=3406080 rejected=119816 last=keep reason=rewritten
+[llm clean] completed=1060200 submitted=1060271 kept=3406176 rejected=119820 last=keep reason=rewritten
+[llm clean] completed=1060300 submitted=1060371 kept=3406272 rejected=119824 last=keep reason=rewritten
+[llm clean] completed=1060400 submitted=1060471 kept=3406369 rejected=119827 last=keep reason=rewritten
+[llm clean] completed=1060500 submitted=1060571 kept=3406463 rejected=119833 last=keep reason=rewritten
+[llm clean] completed=1060600 submitted=1060671 kept=3406562 rejected=119834 last=reject reason=The text is a collection of unrelated captions, image labels, and low-context fragments from a photo gallery or slidesho
+[llm clean] completed=1060700 submitted=1060771 kept=3406659 rejected=119837 last=keep reason=rewritten
+[llm clean] completed=1060800 submitted=1060871 kept=3406757 rejected=119839 last=keep reason=rewritten
+[llm clean] completed=1060900 submitted=1060971 kept=3406856 rejected=119840 last=keep reason=rewritten
+[llm clean] completed=1061000 submitted=1061071 kept=3406955 rejected=119841 last=keep reason=rewritten
+[llm clean] completed=1061100 submitted=1061171 kept=3407054 rejected=119842 last=keep reason=rewritten
+[llm clean] completed=1061200 submitted=1061271 kept=3407151 rejected=119845 last=keep reason=rewritten
+[llm clean] completed=1061300 submitted=1061371 kept=3407249 rejected=119847 last=keep reason=rewritten
+[llm clean] completed=1061400 submitted=1061471 kept=3407348 rejected=119848 last=keep reason=rewritten
+[llm clean] completed=1061500 submitted=1061571 kept=3407444 rejected=119852 last=keep reason=rewritten
+[llm clean] completed=1061600 submitted=1061671 kept=3407544 rejected=119852 last=keep reason=rewritten
+[llm clean] completed=1061700 submitted=1061771 kept=3407640 rejected=119856 last=keep reason=rewritten
+[llm clean] completed=1061800 submitted=1061871 kept=3407739 rejected=119857 last=keep reason=rewritten
+[llm clean] completed=1061900 submitted=1061971 kept=3407837 rejected=119859 last=keep reason=rewritten
+[llm clean] completed=1062000 submitted=1062071 kept=3407935 rejected=119861 last=keep reason=rewritten
+[llm clean] completed=1062100 submitted=1062171 kept=3408031 rejected=119865 last=keep reason=rewritten
+[llm clean] completed=1062200 submitted=1062271 kept=3408125 rejected=119871 last=reject reason=The input is a raw roster of names, departments, and salary figures without any narrative context or article-style prose
+[llm clean] completed=1062300 submitted=1062371 kept=3408217 rejected=119879 last=keep reason=rewritten
+[llm clean] completed=1062400 submitted=1062471 kept=3408315 rejected=119881 last=keep reason=rewritten
+[llm clean] completed=1062500 submitted=1062571 kept=3408411 rejected=119885 last=keep reason=rewritten
+[llm clean] completed=1062600 submitted=1062671 kept=3408510 rejected=119886 last=keep reason=rewritten
+[llm clean] completed=1062700 submitted=1062771 kept=3408605 rejected=119891 last=keep reason=rewritten
+[llm clean] completed=1062800 submitted=1062871 kept=3408701 rejected=119895 last=keep reason=rewritten
+[llm clean] completed=1062900 submitted=1062971 kept=3408800 rejected=119896 last=keep reason=rewritten
+[llm clean] completed=1063000 submitted=1063071 kept=3408898 rejected=119898 last=keep reason=rewritten
+[llm clean] completed=1063100 submitted=1063171 kept=3408994 rejected=119902 last=keep reason=rewritten
+[llm clean] completed=1063200 submitted=1063271 kept=3409090 rejected=119906 last=keep reason=rewritten
+[llm clean] completed=1063300 submitted=1063371 kept=3409187 rejected=119909 last=keep reason=rewritten
+[llm clean] completed=1063400 submitted=1063471 kept=3409282 rejected=119914 last=keep reason=rewritten
+[llm clean] completed=1063500 submitted=1063571 kept=3409378 rejected=119918 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1063600 submitted=1063671 kept=3409475 rejected=119921 last=keep reason=rewritten
+[llm clean] completed=1063700 submitted=1063771 kept=3409571 rejected=119925 last=keep reason=rewritten
+[llm clean] completed=1063800 submitted=1063871 kept=3409668 rejected=119928 last=keep reason=rewritten
+[llm clean] completed=1063900 submitted=1063971 kept=3409768 rejected=119928 last=keep reason=rewritten
+[llm clean] completed=1064000 submitted=1064071 kept=3409852 rejected=119944 last=keep reason=rewritten
+[llm clean] completed=1064100 submitted=1064171 kept=3409948 rejected=119948 last=keep reason=rewritten
+[llm clean] completed=1064200 submitted=1064271 kept=3410045 rejected=119951 last=keep reason=rewritten
+[llm clean] completed=1064300 submitted=1064371 kept=3410143 rejected=119953 last=keep reason=rewritten
+[llm clean] completed=1064400 submitted=1064471 kept=3410240 rejected=119956 last=keep reason=rewritten
+[llm clean] completed=1064500 submitted=1064571 kept=3410340 rejected=119956 last=keep reason=rewritten
+[llm clean] completed=1064600 submitted=1064671 kept=3410431 rejected=119965 last=keep reason=rewritten
+[llm clean] completed=1064700 submitted=1064771 kept=3410526 rejected=119970 last=keep reason=rewritten
+[llm clean] completed=1064800 submitted=1064871 kept=3410618 rejected=119978 last=keep reason=rewritten
+[llm clean] completed=1064900 submitted=1064971 kept=3410715 rejected=119981 last=reject reason=The input consists entirely of raw web server access logs containing repeated attack payloads and metadata, lacking any 
+[llm clean] completed=1065000 submitted=1065071 kept=3410813 rejected=119983 last=keep reason=rewritten
+[llm clean] completed=1065100 submitted=1065171 kept=3410910 rejected=119986 last=keep reason=rewritten
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+[llm clean] completed=1085700 submitted=1085771 kept=3430818 rejected=120678 last=reject reason=The text contains highly offensive, racist, and dehumanizing language (e.g., 'brain-dead cretins', 'Negroes' used pejora
+[llm clean] completed=1085800 submitted=1085871 kept=3430905 rejected=120691 last=keep reason=rewritten
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+[llm clean] completed=1086200 submitted=1086271 kept=3431284 rejected=120712 last=reject reason=The text consists entirely of standard legal boilerplate (forward-looking statements disclaimer) and a photo credit, lac
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+[llm clean] completed=1087100 submitted=1087171 kept=3432162 rejected=120734 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1087700 submitted=1087771 kept=3432731 rejected=120765 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1092500 submitted=1092571 kept=3437424 rejected=120872 last=keep reason=rewritten
+[llm clean] completed=1092600 submitted=1092671 kept=3437522 rejected=120874 last=reject reason=The text is a raw, unstructured list of song titles, authors, and composers without any narrative context, making it imp
+[llm clean] completed=1092700 submitted=1092771 kept=3437619 rejected=120877 last=keep reason=rewritten
+[llm clean] completed=1092800 submitted=1092871 kept=3437717 rejected=120879 last=keep reason=rewritten
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+[llm clean] completed=1094000 submitted=1094071 kept=3438893 rejected=120903 last=keep reason=rewritten
+[llm clean] completed=1094100 submitted=1094171 kept=3438993 rejected=120903 last=keep reason=rewritten
+[llm clean] completed=1094200 submitted=1094271 kept=3439089 rejected=120907 last=keep reason=rewritten
+[llm clean] completed=1094300 submitted=1094371 kept=3439187 rejected=120909 last=keep reason=rewritten
+[llm clean] completed=1094400 submitted=1094471 kept=3439284 rejected=120912 last=reject reason=The text is primarily metadata, boilerplate, and link lists from a defunct video hosting page, lacking coherent article-
+[llm clean] completed=1094500 submitted=1094571 kept=3439382 rejected=120914 last=keep reason=rewritten
+[llm clean] completed=1094600 submitted=1094671 kept=3439481 rejected=120915 last=keep reason=rewritten
+[llm clean] completed=1094700 submitted=1094771 kept=3439580 rejected=120916 last=keep reason=rewritten
+[llm clean] completed=1094800 submitted=1094871 kept=3439680 rejected=120916 last=keep reason=rewritten
+[llm clean] completed=1094900 submitted=1094971 kept=3439773 rejected=120923 last=keep reason=rewritten
+[llm clean] completed=1095000 submitted=1095071 kept=3439848 rejected=120948 last=reject reason=The text is a list of academic paper titles and author names without any surrounding context, narrative, or meaningful p
+[llm clean] completed=1095100 submitted=1095171 kept=3439944 rejected=120952 last=keep reason=rewritten
+[llm clean] completed=1095200 submitted=1095271 kept=3440042 rejected=120954 last=keep reason=rewritten
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+[llm clean] completed=1095700 submitted=1095771 kept=3440524 rejected=120972 last=keep reason=rewritten
+[llm clean] completed=1095800 submitted=1095871 kept=3440610 rejected=120986 last=keep reason=rewritten
+[llm clean] completed=1095900 submitted=1095971 kept=3440708 rejected=120988 last=reject reason=The text is primarily promotional boilerplate, a call-to-action for a free report, and a newsletter signup prompt with n
+[llm clean] completed=1096000 submitted=1096071 kept=3440806 rejected=120990 last=reject reason=The text consists of fragmented sentences, unrelated headlines, and boilerplate navigation/footer content (e.g., 'Read m
+[llm clean] completed=1096100 submitted=1096171 kept=3440905 rejected=120991 last=keep reason=rewritten
+[llm clean] completed=1096200 submitted=1096271 kept=3440998 rejected=120998 last=keep reason=rewritten
+[llm clean] completed=1096300 submitted=1096371 kept=3441096 rejected=121000 last=keep reason=rewritten
+[llm clean] completed=1096400 submitted=1096471 kept=3441195 rejected=121001 last=keep reason=rewritten
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+[llm clean] completed=1096600 submitted=1096671 kept=3441393 rejected=121003 last=keep reason=rewritten
+[llm clean] completed=1096700 submitted=1096771 kept=3441491 rejected=121005 last=keep reason=rewritten
+[llm clean] completed=1096800 submitted=1096871 kept=3441589 rejected=121007 last=reject reason=The text is a collection of metadata, labels, and fragmented quotes from a book's front matter (likely J.D. Salinger's F
+[llm clean] completed=1096900 submitted=1096971 kept=3441689 rejected=121007 last=keep reason=rewritten
+[llm clean] completed=1097000 submitted=1097071 kept=3441786 rejected=121010 last=reject reason=The input consists of a disjointed list of short, unrelated prayer requests and personal notes without a coherent narrat
+[llm clean] completed=1097100 submitted=1097171 kept=3441883 rejected=121013 last=keep reason=rewritten
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+[llm clean] completed=1100000 submitted=1100071 kept=3444667 rejected=121129 last=keep reason=rewritten
+[llm clean] completed=1100100 submitted=1100171 kept=3444763 rejected=121133 last=keep reason=rewritten
+[llm clean] completed=1100200 submitted=1100271 kept=3444858 rejected=121138 last=keep reason=rewritten
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+[llm clean] completed=1100600 submitted=1100671 kept=3445246 rejected=121150 last=keep reason=rewritten
+[llm clean] completed=1100700 submitted=1100771 kept=3445331 rejected=121165 last=keep reason=rewritten
+[llm clean] completed=1100800 submitted=1100871 kept=3445427 rejected=121169 last=keep reason=rewritten
+[llm clean] completed=1100900 submitted=1100971 kept=3445520 rejected=121176 last=keep reason=rewritten
+[llm clean] completed=1101000 submitted=1101071 kept=3445617 rejected=121179 last=keep reason=rewritten
+[llm clean] completed=1101100 submitted=1101171 kept=3445716 rejected=121180 last=keep reason=rewritten
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+[llm clean] completed=1101600 submitted=1101671 kept=3446189 rejected=121207 last=keep reason=rewritten
+[llm clean] completed=1101700 submitted=1101771 kept=3446288 rejected=121208 last=keep reason=rewritten
+[llm clean] completed=1101800 submitted=1101871 kept=3446388 rejected=121208 last=keep reason=rewritten
+[llm clean] completed=1101900 submitted=1101971 kept=3446485 rejected=121211 last=keep reason=rewritten
+[llm clean] completed=1102000 submitted=1102071 kept=3446584 rejected=121212 last=keep reason=rewritten
+[llm clean] completed=1102100 submitted=1102171 kept=3446682 rejected=121214 last=keep reason=rewritten
+[llm clean] completed=1102200 submitted=1102271 kept=3446778 rejected=121218 last=keep reason=rewritten
+[llm clean] completed=1102300 submitted=1102371 kept=3446876 rejected=121220 last=keep reason=rewritten
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+[llm clean] completed=1102500 submitted=1102571 kept=3447068 rejected=121228 last=keep reason=rewritten
+[llm clean] completed=1102600 submitted=1102671 kept=3447165 rejected=121231 last=reject reason=The text is a fragmented list of game patch notes and balance changes, mixed with unrelated, broken sentences at the end
+[llm clean] completed=1102700 submitted=1102771 kept=3447265 rejected=121231 last=keep reason=rewritten
+[llm clean] completed=1102800 submitted=1102871 kept=3447364 rejected=121232 last=keep reason=rewritten
+[llm clean] completed=1102900 submitted=1102971 kept=3447462 rejected=121234 last=reject reason=The text consists entirely of a bibliography list followed by website boilerplate (author byline, newsletter signup, soc
+[llm clean] completed=1103000 submitted=1103071 kept=3447561 rejected=121235 last=keep reason=rewritten
+[llm clean] completed=1103100 submitted=1103171 kept=3447660 rejected=121236 last=keep reason=rewritten
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+[llm clean] completed=1104100 submitted=1104171 kept=3448632 rejected=121264 last=keep reason=rewritten
+[llm clean] completed=1104200 submitted=1104271 kept=3448725 rejected=121271 last=keep reason=rewritten
+[llm clean] completed=1104300 submitted=1104371 kept=3448824 rejected=121272 last=keep reason=rewritten
+[llm clean] completed=1104400 submitted=1104471 kept=3448921 rejected=121275 last=keep reason=rewritten
+[llm clean] completed=1104500 submitted=1104571 kept=3449020 rejected=121276 last=keep reason=rewritten
+[llm clean] completed=1104600 submitted=1104671 kept=3449117 rejected=121279 last=keep reason=rewritten
+[llm clean] completed=1104700 submitted=1104771 kept=3449216 rejected=121280 last=keep reason=rewritten
+[llm clean] completed=1104800 submitted=1104871 kept=3449316 rejected=121280 last=keep reason=rewritten
+[llm clean] completed=1104900 submitted=1104971 kept=3449402 rejected=121294 last=reject reason=The text is a list of photo captions and metadata from a gallery, lacking coherent article-style prose structure or mean
+[llm clean] completed=1105000 submitted=1105071 kept=3449497 rejected=121299 last=keep reason=rewritten
+[llm clean] completed=1105100 submitted=1105171 kept=3449597 rejected=121299 last=keep reason=rewritten
+[llm clean] completed=1105200 submitted=1105271 kept=3449695 rejected=121301 last=keep reason=rewritten
+[llm clean] completed=1105300 submitted=1105371 kept=3449784 rejected=121312 last=keep reason=rewritten
+[llm clean] completed=1105400 submitted=1105471 kept=3449879 rejected=121317 last=keep reason=rewritten
+[llm clean] completed=1105500 submitted=1105571 kept=3449976 rejected=121320 last=keep reason=rewritten
+[llm clean] completed=1105600 submitted=1105671 kept=3450076 rejected=121320 last=keep reason=rewritten
+[llm clean] completed=1105700 submitted=1105771 kept=3450176 rejected=121320 last=keep reason=rewritten
+[llm clean] completed=1105800 submitted=1105871 kept=3450273 rejected=121323 last=keep reason=rewritten
+[llm clean] completed=1105900 submitted=1105971 kept=3450371 rejected=121325 last=keep reason=rewritten
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+[llm clean] completed=1107600 submitted=1107671 kept=3452026 rejected=121370 last=keep reason=rewritten
+[llm clean] completed=1107700 submitted=1107771 kept=3452125 rejected=121371 last=keep reason=rewritten
+[llm clean] completed=1107800 submitted=1107871 kept=3452223 rejected=121373 last=keep reason=rewritten
+[llm clean] completed=1107900 submitted=1107971 kept=3452320 rejected=121376 last=keep reason=rewritten
+[llm clean] completed=1108000 submitted=1108071 kept=3452417 rejected=121379 last=keep reason=rewritten
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+[llm clean] completed=1108400 submitted=1108471 kept=3452795 rejected=121401 last=keep reason=rewritten
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+[llm clean] completed=1108600 submitted=1108671 kept=3452983 rejected=121413 last=keep reason=rewritten
+[llm clean] completed=1108700 submitted=1108771 kept=3453075 rejected=121421 last=keep reason=rewritten
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+[llm clean] completed=1110800 submitted=1110871 kept=3455108 rejected=121488 last=keep reason=rewritten
+[llm clean] completed=1110900 submitted=1110971 kept=3455207 rejected=121489 last=keep reason=rewritten
+[llm clean] completed=1111000 submitted=1111071 kept=3455304 rejected=121492 last=keep reason=rewritten
+[llm clean] completed=1111100 submitted=1111171 kept=3455399 rejected=121497 last=keep reason=rewritten
+[llm clean] completed=1111200 submitted=1111271 kept=3455492 rejected=121504 last=keep reason=rewritten
+[llm clean] completed=1111300 submitted=1111371 kept=3455579 rejected=121517 last=keep reason=rewritten
+[llm clean] completed=1111400 submitted=1111471 kept=3455675 rejected=121521 last=keep reason=rewritten
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+[llm clean] completed=1113000 submitted=1113071 kept=3457212 rejected=121584 last=keep reason=rewritten
+[llm clean] completed=1113100 submitted=1113171 kept=3457312 rejected=121584 last=keep reason=rewritten
+[llm clean] completed=1113200 submitted=1113271 kept=3457412 rejected=121584 last=keep reason=rewritten
+[llm clean] completed=1113300 submitted=1113371 kept=3457506 rejected=121590 last=keep reason=rewritten
+[llm clean] completed=1113400 submitted=1113471 kept=3457605 rejected=121591 last=keep reason=rewritten
+[llm clean] completed=1113500 submitted=1113571 kept=3457703 rejected=121593 last=keep reason=rewritten
+[llm clean] completed=1113600 submitted=1113671 kept=3457801 rejected=121595 last=reject reason=The text consists of technical metadata, schema definitions, and Parquet file statistics, followed by a brief closing re
+[llm clean] completed=1113700 submitted=1113771 kept=3457897 rejected=121599 last=keep reason=rewritten
+[llm clean] completed=1113800 submitted=1113871 kept=3457995 rejected=121601 last=keep reason=rewritten
+[llm clean] completed=1113900 submitted=1113971 kept=3458094 rejected=121602 last=keep reason=rewritten
+[llm clean] completed=1114000 submitted=1114071 kept=3458188 rejected=121608 last=keep reason=rewritten
+[llm clean] completed=1114100 submitted=1114171 kept=3458286 rejected=121610 last=keep reason=rewritten
+[llm clean] completed=1114200 submitted=1114271 kept=3458385 rejected=121611 last=keep reason=rewritten
+[llm clean] completed=1114300 submitted=1114371 kept=3458483 rejected=121613 last=reject reason=The text is a collection of forum posts, user profiles, and metadata from a web forum (TeamLiquid). It lacks a coherent 
+[llm clean] completed=1114400 submitted=1114471 kept=3458579 rejected=121617 last=keep reason=rewritten
+[llm clean] completed=1114500 submitted=1114571 kept=3458678 rejected=121618 last=keep reason=rewritten
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+[llm clean] completed=1114700 submitted=1114771 kept=3458875 rejected=121621 last=keep reason=rewritten
+[llm clean] completed=1114800 submitted=1114871 kept=3458973 rejected=121623 last=keep reason=rewritten
+[llm clean] completed=1114900 submitted=1114971 kept=3459072 rejected=121624 last=keep reason=rewritten
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+[llm clean] completed=1116700 submitted=1116771 kept=3460834 rejected=121662 last=keep reason=rewritten
+[llm clean] completed=1116800 submitted=1116871 kept=3460932 rejected=121664 last=keep reason=rewritten
+[llm clean] completed=1116900 submitted=1116971 kept=3461031 rejected=121665 last=keep reason=rewritten
+[llm clean] completed=1117000 submitted=1117071 kept=3461127 rejected=121669 last=keep reason=rewritten
+[llm clean] completed=1117100 submitted=1117171 kept=3461223 rejected=121673 last=keep reason=rewritten
+[llm clean] completed=1117200 submitted=1117271 kept=3461320 rejected=121676 last=keep reason=rewritten
+[llm clean] completed=1117300 submitted=1117371 kept=3461417 rejected=121679 last=keep reason=rewritten
+[llm clean] completed=1117400 submitted=1117471 kept=3461507 rejected=121689 last=keep reason=rewritten
+[llm clean] completed=1117500 submitted=1117571 kept=3461602 rejected=121694 last=keep reason=rewritten
+[llm clean] completed=1117600 submitted=1117671 kept=3461700 rejected=121696 last=keep reason=rewritten
+[llm clean] completed=1117700 submitted=1117771 kept=3461800 rejected=121696 last=keep reason=rewritten
+[llm clean] completed=1117800 submitted=1117871 kept=3461898 rejected=121698 last=keep reason=rewritten
+[llm clean] completed=1117900 submitted=1117971 kept=3461997 rejected=121699 last=keep reason=rewritten
+[llm clean] completed=1118000 submitted=1118071 kept=3462095 rejected=121701 last=keep reason=rewritten
+[llm clean] completed=1118100 submitted=1118171 kept=3462192 rejected=121704 last=keep reason=rewritten
+[llm clean] completed=1118200 submitted=1118271 kept=3462292 rejected=121704 last=keep reason=rewritten
+[llm clean] completed=1118300 submitted=1118371 kept=3462382 rejected=121714 last=keep reason=rewritten
+[llm clean] completed=1118400 submitted=1118471 kept=3462477 rejected=121719 last=keep reason=rewritten
+[llm clean] completed=1118500 submitted=1118571 kept=3462575 rejected=121721 last=keep reason=rewritten
+[llm clean] completed=1118600 submitted=1118671 kept=3462671 rejected=121725 last=keep reason=rewritten
+[llm clean] completed=1118700 submitted=1118771 kept=3462770 rejected=121726 last=keep reason=rewritten
+[llm clean] completed=1118800 submitted=1118871 kept=3462866 rejected=121730 last=reject reason=The text is mostly boilerplate, image captions, navigation artifacts, and unrelated fragments rather than coherent artic
+[llm clean] completed=1118900 submitted=1118971 kept=3462963 rejected=121733 last=keep reason=rewritten
+[llm clean] completed=1119000 submitted=1119071 kept=3463059 rejected=121737 last=keep reason=rewritten
+[llm clean] completed=1119100 submitted=1119171 kept=3463154 rejected=121742 last=keep reason=rewritten
+[llm clean] completed=1119200 submitted=1119271 kept=3463244 rejected=121752 last=keep reason=rewritten
+[llm clean] completed=1119300 submitted=1119371 kept=3463343 rejected=121753 last=keep reason=rewritten
+[llm clean] completed=1119400 submitted=1119471 kept=3463441 rejected=121755 last=reject reason=The text is a messy email thread with boilerplate disclaimers, HTML artifacts, and fragmented conversation that lacks co
+[llm clean] completed=1119500 submitted=1119571 kept=3463539 rejected=121757 last=keep reason=rewritten
+[llm clean] completed=1119600 submitted=1119671 kept=3463614 rejected=121782 last=keep reason=rewritten
+[llm clean] completed=1119700 submitted=1119771 kept=3463708 rejected=121788 last=keep reason=rewritten
+[llm clean] completed=1119800 submitted=1119871 kept=3463805 rejected=121791 last=keep reason=rewritten
+[llm clean] completed=1119900 submitted=1119971 kept=3463904 rejected=121792 last=keep reason=rewritten
+[llm clean] completed=1120000 submitted=1120071 kept=3464002 rejected=121794 last=keep reason=rewritten
+[llm clean] completed=1120100 submitted=1120171 kept=3464100 rejected=121796 last=keep reason=rewritten
+[llm clean] completed=1120200 submitted=1120271 kept=3464197 rejected=121799 last=keep reason=rewritten
+[llm clean] completed=1120300 submitted=1120371 kept=3464288 rejected=121808 last=keep reason=rewritten
+[llm clean] completed=1120400 submitted=1120471 kept=3464387 rejected=121809 last=keep reason=rewritten
+[llm clean] completed=1120500 submitted=1120571 kept=3464483 rejected=121813 last=keep reason=rewritten
+[llm clean] completed=1120600 submitted=1120671 kept=3464581 rejected=121815 last=keep reason=rewritten
+[llm clean] completed=1120700 submitted=1120771 kept=3464676 rejected=121820 last=keep reason=rewritten
+[llm clean] completed=1120800 submitted=1120871 kept=3464774 rejected=121822 last=keep reason=rewritten
+[llm clean] completed=1120900 submitted=1120971 kept=3464873 rejected=121823 last=keep reason=rewritten
+[llm clean] completed=1121000 submitted=1121071 kept=3464972 rejected=121824 last=keep reason=rewritten
+[llm clean] completed=1121100 submitted=1121171 kept=3465069 rejected=121827 last=keep reason=rewritten
+[llm clean] completed=1121200 submitted=1121271 kept=3465167 rejected=121829 last=keep reason=rewritten
+[llm clean] completed=1121300 submitted=1121371 kept=3465267 rejected=121829 last=keep reason=rewritten
+[llm clean] completed=1121400 submitted=1121471 kept=3465367 rejected=121829 last=keep reason=rewritten
+[llm clean] completed=1121500 submitted=1121571 kept=3465459 rejected=121837 last=keep reason=rewritten
+[llm clean] completed=1121600 submitted=1121671 kept=3465549 rejected=121847 last=keep reason=rewritten
+[llm clean] completed=1121700 submitted=1121771 kept=3465647 rejected=121849 last=keep reason=rewritten
+[llm clean] completed=1121800 submitted=1121871 kept=3465741 rejected=121855 last=keep reason=rewritten
+[llm clean] completed=1121900 submitted=1121971 kept=3465834 rejected=121862 last=keep reason=rewritten
+[llm clean] completed=1122000 submitted=1122071 kept=3465926 rejected=121870 last=keep reason=rewritten
+[llm clean] completed=1122100 submitted=1122171 kept=3466020 rejected=121876 last=keep reason=rewritten
+[llm clean] completed=1122200 submitted=1122271 kept=3466120 rejected=121876 last=keep reason=rewritten
+[llm clean] completed=1122300 submitted=1122371 kept=3466218 rejected=121878 last=keep reason=rewritten
+[llm clean] completed=1122400 submitted=1122471 kept=3466307 rejected=121889 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1122500 submitted=1122571 kept=3466393 rejected=121903 last=keep reason=rewritten
+[llm clean] completed=1122600 submitted=1122671 kept=3466475 rejected=121921 last=keep reason=rewritten
+[llm clean] completed=1122700 submitted=1122771 kept=3466575 rejected=121921 last=keep reason=rewritten
+[llm clean] completed=1122800 submitted=1122871 kept=3466672 rejected=121924 last=keep reason=rewritten
+[llm clean] completed=1122900 submitted=1122971 kept=3466770 rejected=121926 last=keep reason=rewritten
+[llm clean] completed=1123000 submitted=1123071 kept=3466869 rejected=121927 last=keep reason=rewritten
+[llm clean] completed=1123100 submitted=1123171 kept=3466967 rejected=121929 last=keep reason=rewritten
+[llm clean] completed=1123200 submitted=1123271 kept=3467066 rejected=121930 last=keep reason=rewritten
+[llm clean] completed=1123300 submitted=1123371 kept=3467166 rejected=121930 last=keep reason=rewritten
+[llm clean] completed=1123400 submitted=1123471 kept=3467263 rejected=121933 last=keep reason=rewritten
+[llm clean] completed=1123500 submitted=1123571 kept=3467358 rejected=121938 last=keep reason=rewritten
+[llm clean] completed=1123600 submitted=1123671 kept=3467457 rejected=121939 last=keep reason=rewritten
+[llm clean] completed=1123700 submitted=1123771 kept=3467557 rejected=121939 last=keep reason=rewritten
+[llm clean] completed=1123800 submitted=1123871 kept=3467653 rejected=121943 last=keep reason=rewritten
+[llm clean] completed=1123900 submitted=1123971 kept=3467744 rejected=121952 last=keep reason=rewritten
+[llm clean] completed=1124000 submitted=1124071 kept=3467842 rejected=121954 last=keep reason=rewritten
+[llm clean] completed=1124100 submitted=1124171 kept=3467935 rejected=121961 last=keep reason=rewritten
+[llm clean] completed=1124200 submitted=1124271 kept=3468032 rejected=121964 last=keep reason=rewritten
+[llm clean] completed=1124300 submitted=1124371 kept=3468132 rejected=121964 last=keep reason=rewritten
+[llm clean] completed=1124400 submitted=1124471 kept=3468230 rejected=121966 last=keep reason=rewritten
+[llm clean] completed=1124500 submitted=1124571 kept=3468326 rejected=121970 last=keep reason=rewritten
+[llm clean] completed=1124600 submitted=1124671 kept=3468424 rejected=121972 last=keep reason=rewritten
+[llm clean] completed=1124700 submitted=1124771 kept=3468521 rejected=121975 last=keep reason=rewritten
+[llm clean] completed=1124800 submitted=1124871 kept=3468619 rejected=121977 last=keep reason=rewritten
+[llm clean] completed=1124900 submitted=1124971 kept=3468718 rejected=121978 last=keep reason=rewritten
+[llm clean] completed=1125000 submitted=1125071 kept=3468816 rejected=121980 last=keep reason=rewritten
+[llm clean] completed=1125100 submitted=1125171 kept=3468910 rejected=121986 last=keep reason=rewritten
+[llm clean] completed=1125200 submitted=1125271 kept=3469006 rejected=121990 last=keep reason=rewritten
+[llm clean] completed=1125300 submitted=1125371 kept=3469102 rejected=121994 last=keep reason=rewritten
+[llm clean] completed=1125400 submitted=1125471 kept=3469199 rejected=121997 last=keep reason=rewritten
+[llm clean] completed=1125500 submitted=1125571 kept=3469298 rejected=121998 last=keep reason=rewritten
+[llm clean] completed=1125600 submitted=1125671 kept=3469396 rejected=122000 last=keep reason=rewritten
+[llm clean] completed=1125700 submitted=1125771 kept=3469492 rejected=122004 last=keep reason=rewritten
+[llm clean] completed=1125800 submitted=1125871 kept=3469591 rejected=122005 last=keep reason=rewritten
+[llm clean] completed=1125900 submitted=1125971 kept=3469689 rejected=122007 last=keep reason=rewritten
+[llm clean] completed=1126000 submitted=1126071 kept=3469789 rejected=122007 last=keep reason=rewritten
+[llm clean] completed=1126100 submitted=1126171 kept=3469887 rejected=122009 last=keep reason=rewritten
+[llm clean] completed=1126200 submitted=1126271 kept=3469986 rejected=122010 last=keep reason=rewritten
+[llm clean] completed=1126300 submitted=1126371 kept=3470084 rejected=122012 last=keep reason=rewritten
+[llm clean] completed=1126400 submitted=1126471 kept=3470179 rejected=122017 last=keep reason=rewritten
+[llm clean] completed=1126500 submitted=1126571 kept=3470272 rejected=122024 last=keep reason=rewritten
+[llm clean] completed=1126600 submitted=1126671 kept=3470367 rejected=122029 last=keep reason=rewritten
+[llm clean] completed=1126700 submitted=1126771 kept=3470467 rejected=122029 last=keep reason=rewritten
+[llm clean] completed=1126800 submitted=1126871 kept=3470566 rejected=122030 last=keep reason=rewritten
+[llm clean] completed=1126900 submitted=1126971 kept=3470665 rejected=122031 last=keep reason=rewritten
+[llm clean] completed=1127000 submitted=1127071 kept=3470763 rejected=122033 last=keep reason=rewritten
+[llm clean] completed=1127100 submitted=1127171 kept=3470858 rejected=122038 last=keep reason=rewritten
+[llm clean] completed=1127200 submitted=1127271 kept=3470958 rejected=122038 last=keep reason=rewritten
+[llm clean] completed=1127300 submitted=1127371 kept=3471054 rejected=122042 last=keep reason=rewritten
+[llm clean] completed=1127400 submitted=1127471 kept=3471152 rejected=122044 last=keep reason=rewritten
+[llm clean] completed=1127500 submitted=1127571 kept=3471250 rejected=122046 last=keep reason=rewritten
+[llm clean] completed=1127600 submitted=1127671 kept=3471346 rejected=122050 last=keep reason=rewritten
+[llm clean] completed=1127700 submitted=1127771 kept=3471442 rejected=122054 last=keep reason=rewritten
+[llm clean] completed=1127800 submitted=1127871 kept=3471542 rejected=122054 last=keep reason=rewritten
+[llm clean] completed=1127900 submitted=1127971 kept=3471639 rejected=122057 last=keep reason=rewritten
+[llm clean] completed=1128000 submitted=1128071 kept=3471739 rejected=122057 last=keep reason=rewritten
+[llm clean] completed=1128100 submitted=1128171 kept=3471838 rejected=122058 last=keep reason=rewritten
+[llm clean] completed=1128200 submitted=1128271 kept=3471936 rejected=122060 last=keep reason=rewritten
+[llm clean] completed=1128300 submitted=1128371 kept=3472032 rejected=122064 last=keep reason=rewritten
+[llm clean] completed=1128400 submitted=1128471 kept=3472132 rejected=122064 last=keep reason=rewritten
+[llm clean] completed=1128500 submitted=1128571 kept=3472230 rejected=122066 last=keep reason=rewritten
+[llm clean] completed=1128600 submitted=1128671 kept=3472329 rejected=122067 last=keep reason=rewritten
+[llm clean] completed=1128700 submitted=1128771 kept=3472425 rejected=122071 last=keep reason=rewritten
+[llm clean] completed=1128800 submitted=1128871 kept=3472519 rejected=122077 last=keep reason=rewritten
+[llm clean] completed=1128900 submitted=1128971 kept=3472619 rejected=122077 last=keep reason=rewritten
+[llm clean] completed=1129000 submitted=1129071 kept=3472719 rejected=122077 last=keep reason=rewritten
+[llm clean] completed=1129100 submitted=1129171 kept=3472815 rejected=122081 last=keep reason=rewritten
+[llm clean] completed=1129200 submitted=1129271 kept=3472911 rejected=122085 last=keep reason=rewritten
+[llm clean] completed=1129300 submitted=1129371 kept=3473008 rejected=122088 last=keep reason=rewritten
+[llm clean] completed=1129400 submitted=1129471 kept=3473104 rejected=122092 last=reject reason=The input is a list of TV shows and movies with metadata (ratings, episode counts, countries, years) and lacks coherent 
+[llm clean] completed=1129500 submitted=1129571 kept=3473203 rejected=122093 last=keep reason=rewritten
+[llm clean] completed=1129600 submitted=1129671 kept=3473296 rejected=122100 last=keep reason=rewritten
+[llm clean] completed=1129700 submitted=1129771 kept=3473393 rejected=122103 last=keep reason=rewritten
+[llm clean] completed=1129800 submitted=1129871 kept=3473491 rejected=122105 last=keep reason=rewritten
+[llm clean] completed=1129900 submitted=1129971 kept=3473588 rejected=122108 last=keep reason=rewritten
+[llm clean] completed=1130000 submitted=1130071 kept=3473686 rejected=122110 last=keep reason=rewritten
+[llm clean] completed=1130100 submitted=1130171 kept=3473781 rejected=122115 last=keep reason=rewritten
+[llm clean] completed=1130200 submitted=1130271 kept=3473875 rejected=122121 last=keep reason=rewritten
+[llm clean] completed=1130300 submitted=1130371 kept=3473972 rejected=122124 last=keep reason=rewritten
+[llm clean] completed=1130400 submitted=1130471 kept=3474070 rejected=122126 last=keep reason=rewritten
+[llm clean] completed=1130500 submitted=1130571 kept=3474169 rejected=122127 last=keep reason=rewritten
+[llm clean] completed=1130600 submitted=1130671 kept=3474263 rejected=122133 last=reject reason=The text is primarily code snippets and technical documentation fragments without coherent article-style prose structure
+[llm clean] completed=1130700 submitted=1130771 kept=3474361 rejected=122135 last=keep reason=rewritten
+[llm clean] completed=1130800 submitted=1130871 kept=3474459 rejected=122137 last=keep reason=rewritten
+[llm clean] completed=1130900 submitted=1130971 kept=3474548 rejected=122148 last=keep reason=rewritten
+[llm clean] completed=1131000 submitted=1131071 kept=3474643 rejected=122153 last=keep reason=rewritten
+[llm clean] completed=1131100 submitted=1131171 kept=3474743 rejected=122153 last=keep reason=rewritten
+[llm clean] completed=1131200 submitted=1131271 kept=3474840 rejected=122156 last=keep reason=rewritten
+[llm clean] completed=1131300 submitted=1131371 kept=3474922 rejected=122174 last=keep reason=rewritten
+[llm clean] completed=1131400 submitted=1131471 kept=3475017 rejected=122179 last=keep reason=rewritten
+[llm clean] completed=1131500 submitted=1131571 kept=3475116 rejected=122180 last=keep reason=rewritten
+[llm clean] completed=1131600 submitted=1131671 kept=3475214 rejected=122182 last=keep reason=rewritten
+[llm clean] completed=1131700 submitted=1131771 kept=3475313 rejected=122183 last=keep reason=rewritten
+[llm clean] completed=1131800 submitted=1131871 kept=3475412 rejected=122184 last=keep reason=rewritten
+[llm clean] completed=1131900 submitted=1131971 kept=3475510 rejected=122186 last=keep reason=rewritten
+[llm clean] completed=1132000 submitted=1132071 kept=3475608 rejected=122188 last=keep reason=rewritten
+[llm clean] completed=1132100 submitted=1132171 kept=3475707 rejected=122189 last=keep reason=rewritten
+[llm clean] completed=1132200 submitted=1132271 kept=3475797 rejected=122199 last=keep reason=rewritten
+[llm clean] completed=1132300 submitted=1132371 kept=3475895 rejected=122201 last=keep reason=rewritten
+[llm clean] completed=1132400 submitted=1132471 kept=3475986 rejected=122210 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1132500 submitted=1132571 kept=3476081 rejected=122215 last=keep reason=rewritten
+[llm clean] completed=1132600 submitted=1132671 kept=3476176 rejected=122220 last=keep reason=rewritten
+[llm clean] completed=1132700 submitted=1132771 kept=3476271 rejected=122225 last=keep reason=rewritten
+[llm clean] completed=1132800 submitted=1132871 kept=3476368 rejected=122228 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1132900 submitted=1132971 kept=3476462 rejected=122234 last=keep reason=rewritten
+[llm clean] completed=1133000 submitted=1133071 kept=3476561 rejected=122235 last=keep reason=rewritten
+[llm clean] completed=1133100 submitted=1133171 kept=3476660 rejected=122236 last=keep reason=rewritten
+[llm clean] completed=1133200 submitted=1133271 kept=3476758 rejected=122238 last=keep reason=rewritten
+[llm clean] completed=1133300 submitted=1133371 kept=3476858 rejected=122238 last=keep reason=rewritten
+[llm clean] completed=1133400 submitted=1133471 kept=3476953 rejected=122243 last=keep reason=rewritten
+[llm clean] completed=1133500 submitted=1133571 kept=3477050 rejected=122246 last=keep reason=rewritten
+[llm clean] completed=1133600 submitted=1133671 kept=3477146 rejected=122250 last=keep reason=rewritten
+[llm clean] completed=1133700 submitted=1133771 kept=3477240 rejected=122256 last=keep reason=rewritten
+[llm clean] completed=1133800 submitted=1133871 kept=3477336 rejected=122260 last=keep reason=rewritten
+[llm clean] completed=1133900 submitted=1133971 kept=3477435 rejected=122261 last=keep reason=rewritten
+[llm clean] completed=1134000 submitted=1134071 kept=3477522 rejected=122274 last=keep reason=rewritten
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+[llm clean] completed=1134300 submitted=1134371 kept=3477796 rejected=122300 last=keep reason=rewritten
+[llm clean] completed=1134400 submitted=1134471 kept=3477892 rejected=122304 last=keep reason=rewritten
+[llm clean] completed=1134500 submitted=1134571 kept=3477989 rejected=122307 last=keep reason=rewritten
+[llm clean] completed=1134600 submitted=1134671 kept=3478083 rejected=122313 last=keep reason=rewritten
+[llm clean] completed=1134700 submitted=1134771 kept=3478182 rejected=122314 last=keep reason=rewritten
+[llm clean] completed=1134800 submitted=1134871 kept=3478280 rejected=122316 last=keep reason=rewritten
+[llm clean] completed=1134900 submitted=1134971 kept=3478377 rejected=122319 last=keep reason=rewritten
+[llm clean] completed=1135000 submitted=1135071 kept=3478472 rejected=122324 last=keep reason=rewritten
+[llm clean] completed=1135100 submitted=1135171 kept=3478571 rejected=122325 last=keep reason=rewritten
+[llm clean] completed=1135200 submitted=1135271 kept=3478661 rejected=122335 last=keep reason=rewritten
+[llm clean] completed=1135300 submitted=1135371 kept=3478752 rejected=122344 last=keep reason=rewritten
+[llm clean] completed=1135400 submitted=1135471 kept=3478850 rejected=122346 last=keep reason=rewritten
+[llm clean] completed=1135500 submitted=1135571 kept=3478950 rejected=122346 last=keep reason=rewritten
+[llm clean] completed=1135600 submitted=1135671 kept=3479050 rejected=122346 last=keep reason=rewritten
+[llm clean] completed=1135700 submitted=1135771 kept=3479142 rejected=122354 last=keep reason=rewritten
+[llm clean] completed=1135800 submitted=1135871 kept=3479241 rejected=122355 last=keep reason=rewritten
+[llm clean] completed=1135900 submitted=1135971 kept=3479340 rejected=122356 last=keep reason=rewritten
+[llm clean] completed=1136000 submitted=1136071 kept=3479432 rejected=122364 last=keep reason=rewritten
+[llm clean] completed=1136100 submitted=1136171 kept=3479530 rejected=122366 last=keep reason=rewritten
+[llm clean] completed=1136200 submitted=1136271 kept=3479628 rejected=122368 last=keep reason=rewritten
+[llm clean] completed=1136300 submitted=1136371 kept=3479726 rejected=122370 last=keep reason=rewritten
+[llm clean] completed=1136400 submitted=1136471 kept=3479820 rejected=122376 last=keep reason=rewritten
+[llm clean] completed=1136500 submitted=1136571 kept=3479918 rejected=122378 last=keep reason=rewritten
+[llm clean] completed=1136600 submitted=1136671 kept=3480016 rejected=122380 last=reject reason=The text consists of fragmented bibliographic entries, publication metadata, and a bibliography section header. It lacks
+[llm clean] completed=1136700 submitted=1136771 kept=3480114 rejected=122382 last=keep reason=rewritten
+[llm clean] completed=1136800 submitted=1136871 kept=3480213 rejected=122383 last=keep reason=rewritten
+[llm clean] completed=1136900 submitted=1136971 kept=3480311 rejected=122385 last=keep reason=rewritten
+[llm clean] completed=1137000 submitted=1137071 kept=3480410 rejected=122386 last=keep reason=rewritten
+[llm clean] completed=1137100 submitted=1137171 kept=3480506 rejected=122390 last=keep reason=rewritten
+[llm clean] completed=1137200 submitted=1137271 kept=3480599 rejected=122397 last=keep reason=rewritten
+[llm clean] completed=1137300 submitted=1137371 kept=3480697 rejected=122399 last=keep reason=rewritten
+[llm clean] completed=1137400 submitted=1137471 kept=3480796 rejected=122400 last=keep reason=rewritten
+[llm clean] completed=1137500 submitted=1137571 kept=3480895 rejected=122401 last=keep reason=rewritten
+[llm clean] completed=1137600 submitted=1137671 kept=3480993 rejected=122403 last=keep reason=rewritten
+[llm clean] completed=1137700 submitted=1137771 kept=3481090 rejected=122406 last=keep reason=rewritten
+[llm clean] completed=1137800 submitted=1137871 kept=3481188 rejected=122408 last=keep reason=rewritten
+[llm clean] completed=1137900 submitted=1137971 kept=3481287 rejected=122409 last=keep reason=rewritten
+[llm clean] completed=1138000 submitted=1138071 kept=3481385 rejected=122411 last=keep reason=rewritten
+[llm clean] completed=1138100 submitted=1138171 kept=3481482 rejected=122414 last=keep reason=rewritten
+[llm clean] completed=1138200 submitted=1138271 kept=3481578 rejected=122418 last=keep reason=rewritten
+[llm clean] completed=1138300 submitted=1138371 kept=3481678 rejected=122418 last=keep reason=rewritten
+[llm clean] completed=1138400 submitted=1138471 kept=3481778 rejected=122418 last=keep reason=rewritten
+[llm clean] completed=1138500 submitted=1138571 kept=3481876 rejected=122420 last=keep reason=rewritten
+[llm clean] completed=1138600 submitted=1138671 kept=3481975 rejected=122421 last=keep reason=rewritten
+[llm clean] completed=1138700 submitted=1138771 kept=3482074 rejected=122422 last=keep reason=rewritten
+[llm clean] completed=1138800 submitted=1138871 kept=3482173 rejected=122423 last=keep reason=rewritten
+[llm clean] completed=1138900 submitted=1138971 kept=3482269 rejected=122427 last=keep reason=rewritten
+[llm clean] completed=1139000 submitted=1139071 kept=3482368 rejected=122428 last=keep reason=rewritten
+[llm clean] completed=1139100 submitted=1139171 kept=3482437 rejected=122459 last=keep reason=rewritten
+[llm clean] completed=1139200 submitted=1139271 kept=3482534 rejected=122462 last=keep reason=rewritten
+[llm clean] completed=1139300 submitted=1139371 kept=3482633 rejected=122463 last=keep reason=rewritten
+[llm clean] completed=1139400 submitted=1139471 kept=3482730 rejected=122466 last=keep reason=rewritten
+[llm clean] completed=1139500 submitted=1139571 kept=3482828 rejected=122468 last=keep reason=rewritten
+[llm clean] completed=1139600 submitted=1139671 kept=3482924 rejected=122472 last=keep reason=rewritten
+[llm clean] completed=1139700 submitted=1139771 kept=3483019 rejected=122477 last=keep reason=rewritten
+[llm clean] completed=1139800 submitted=1139871 kept=3483116 rejected=122480 last=keep reason=rewritten
+[llm clean] completed=1139900 submitted=1139971 kept=3483214 rejected=122482 last=keep reason=rewritten
+[llm clean] completed=1140000 submitted=1140071 kept=3483312 rejected=122484 last=keep reason=rewritten
+[llm clean] completed=1140100 submitted=1140171 kept=3483412 rejected=122484 last=keep reason=rewritten
+[llm clean] completed=1140200 submitted=1140271 kept=3483509 rejected=122487 last=keep reason=rewritten
+[llm clean] completed=1140300 submitted=1140371 kept=3483607 rejected=122489 last=keep reason=rewritten
+[llm clean] completed=1140400 submitted=1140471 kept=3483705 rejected=122491 last=reject reason=The text consists of a single sentence fragment, a postscript, and extensive navigation boilerplate (pagination, blog li
+[llm clean] completed=1140500 submitted=1140571 kept=3483803 rejected=122493 last=keep reason=rewritten
+[llm clean] completed=1140600 submitted=1140671 kept=3483879 rejected=122517 last=keep reason=rewritten
+[llm clean] completed=1140700 submitted=1140771 kept=3483978 rejected=122518 last=keep reason=rewritten
+[llm clean] completed=1140800 submitted=1140871 kept=3484078 rejected=122518 last=keep reason=rewritten
+[llm clean] completed=1140900 submitted=1140971 kept=3484174 rejected=122522 last=keep reason=rewritten
+[llm clean] completed=1141000 submitted=1141071 kept=3484273 rejected=122523 last=keep reason=rewritten
+[llm clean] completed=1141100 submitted=1141171 kept=3484369 rejected=122527 last=keep reason=rewritten
+[llm clean] completed=1141200 submitted=1141271 kept=3484468 rejected=122528 last=keep reason=rewritten
+[llm clean] completed=1141300 submitted=1141371 kept=3484565 rejected=122531 last=keep reason=rewritten
+[llm clean] completed=1141400 submitted=1141471 kept=3484665 rejected=122531 last=keep reason=rewritten
+[llm clean] completed=1141500 submitted=1141571 kept=3484764 rejected=122532 last=keep reason=rewritten
+[llm clean] completed=1141600 submitted=1141671 kept=3484857 rejected=122539 last=keep reason=rewritten
+[llm clean] completed=1141700 submitted=1141771 kept=3484952 rejected=122544 last=keep reason=rewritten
+[llm clean] completed=1141800 submitted=1141871 kept=3485047 rejected=122549 last=keep reason=rewritten
+[llm clean] completed=1141900 submitted=1141971 kept=3485144 rejected=122552 last=keep reason=rewritten
+[llm clean] completed=1142000 submitted=1142071 kept=3485244 rejected=122552 last=keep reason=rewritten
+[llm clean] completed=1142100 submitted=1142171 kept=3485340 rejected=122556 last=keep reason=rewritten
+[llm clean] completed=1142200 submitted=1142271 kept=3485437 rejected=122559 last=keep reason=rewritten
+[llm clean] completed=1142300 submitted=1142371 kept=3485537 rejected=122559 last=keep reason=rewritten
+[llm clean] completed=1142400 submitted=1142471 kept=3485635 rejected=122561 last=keep reason=rewritten
+[llm clean] completed=1142500 submitted=1142571 kept=3485730 rejected=122566 last=keep reason=rewritten
+[llm clean] completed=1142600 submitted=1142671 kept=3485828 rejected=122568 last=keep reason=rewritten
+[llm clean] completed=1142700 submitted=1142771 kept=3485913 rejected=122583 last=keep reason=rewritten
+[llm clean] completed=1142800 submitted=1142871 kept=3485996 rejected=122600 last=keep reason=rewritten
+[llm clean] completed=1142900 submitted=1142971 kept=3486093 rejected=122603 last=keep reason=rewritten
+[llm clean] completed=1143000 submitted=1143071 kept=3486176 rejected=122620 last=keep reason=rewritten
+[llm clean] completed=1143100 submitted=1143171 kept=3486275 rejected=122621 last=keep reason=rewritten
+[llm clean] completed=1143200 submitted=1143270 kept=3486371 rejected=122625 last=keep reason=rewritten
+[llm clean] completed=1143300 submitted=1143371 kept=3486468 rejected=122628 last=keep reason=rewritten
+[llm clean] completed=1143400 submitted=1143471 kept=3486567 rejected=122629 last=keep reason=rewritten
+[llm clean] completed=1143500 submitted=1143571 kept=3486663 rejected=122633 last=keep reason=rewritten
+[llm clean] completed=1143600 submitted=1143671 kept=3486762 rejected=122634 last=keep reason=rewritten
+[llm clean] completed=1143700 submitted=1143771 kept=3486862 rejected=122634 last=keep reason=rewritten
+[llm clean] completed=1143800 submitted=1143871 kept=3486960 rejected=122636 last=keep reason=rewritten
+[llm clean] completed=1143900 submitted=1143971 kept=3487059 rejected=122637 last=keep reason=rewritten
+[llm clean] completed=1144000 submitted=1144071 kept=3487158 rejected=122638 last=keep reason=rewritten
+[llm clean] completed=1144100 submitted=1144171 kept=3487257 rejected=122639 last=keep reason=rewritten
+[llm clean] completed=1144200 submitted=1144271 kept=3487357 rejected=122639 last=keep reason=rewritten
+[llm clean] completed=1144300 submitted=1144371 kept=3487455 rejected=122641 last=keep reason=rewritten
+[llm clean] completed=1144400 submitted=1144471 kept=3487552 rejected=122644 last=keep reason=rewritten
+[llm clean] completed=1144500 submitted=1144571 kept=3487642 rejected=122654 last=keep reason=rewritten
+[llm clean] completed=1144600 submitted=1144671 kept=3487741 rejected=122655 last=keep reason=rewritten
+[llm clean] completed=1144700 submitted=1144771 kept=3487836 rejected=122660 last=keep reason=rewritten
+[llm clean] completed=1144800 submitted=1144871 kept=3487932 rejected=122664 last=reject reason=The text is a disjointed collection of unrelated news snippets, headlines, and captions without a coherent narrative or 
+[llm clean] completed=1144900 submitted=1144971 kept=3488029 rejected=122667 last=keep reason=rewritten
+[llm clean] completed=1145000 submitted=1145071 kept=3488126 rejected=122670 last=keep reason=rewritten
+[llm clean] completed=1145100 submitted=1145171 kept=3488226 rejected=122670 last=keep reason=rewritten
+[llm clean] completed=1145200 submitted=1145271 kept=3488322 rejected=122674 last=keep reason=rewritten
+[llm clean] completed=1145300 submitted=1145371 kept=3488410 rejected=122686 last=reject reason=The text is a disjointed list of French-Canadian idioms and slang definitions, lacking coherent narrative structure or m
+[llm clean] completed=1145400 submitted=1145471 kept=3488496 rejected=122700 last=keep reason=rewritten
+[llm clean] completed=1145500 submitted=1145571 kept=3488593 rejected=122703 last=keep reason=rewritten
+[llm clean] completed=1145600 submitted=1145671 kept=3488691 rejected=122705 last=keep reason=rewritten
+[llm clean] completed=1145700 submitted=1145771 kept=3488783 rejected=122713 last=keep reason=rewritten
+[llm clean] completed=1145800 submitted=1145871 kept=3488874 rejected=122722 last=keep reason=rewritten
+[llm clean] completed=1145900 submitted=1145971 kept=3488972 rejected=122724 last=keep reason=rewritten
+[llm clean] completed=1146000 submitted=1146071 kept=3489069 rejected=122727 last=keep reason=rewritten
+[llm clean] completed=1146100 submitted=1146171 kept=3489167 rejected=122729 last=keep reason=rewritten
+[llm clean] completed=1146200 submitted=1146271 kept=3489265 rejected=122731 last=keep reason=rewritten
+[llm clean] completed=1146300 submitted=1146371 kept=3489363 rejected=122733 last=keep reason=rewritten
+[llm clean] completed=1146400 submitted=1146471 kept=3489459 rejected=122737 last=keep reason=rewritten
+[llm clean] completed=1146500 submitted=1146571 kept=3489559 rejected=122737 last=keep reason=rewritten
+[llm clean] completed=1146600 submitted=1146671 kept=3489659 rejected=122737 last=keep reason=rewritten
+[llm clean] completed=1146700 submitted=1146771 kept=3489750 rejected=122746 last=keep reason=rewritten
+[llm clean] completed=1146800 submitted=1146871 kept=3489850 rejected=122746 last=keep reason=rewritten
+[llm clean] completed=1146900 submitted=1146971 kept=3489950 rejected=122746 last=keep reason=rewritten
+[llm clean] completed=1147000 submitted=1147071 kept=3490046 rejected=122750 last=keep reason=rewritten
+[llm clean] completed=1147100 submitted=1147171 kept=3490145 rejected=122751 last=keep reason=rewritten
+[llm clean] completed=1147200 submitted=1147271 kept=3490241 rejected=122755 last=keep reason=rewritten
+[llm clean] completed=1147300 submitted=1147371 kept=3490335 rejected=122761 last=keep reason=rewritten
+[llm clean] completed=1147400 submitted=1147471 kept=3490435 rejected=122761 last=keep reason=rewritten
+[llm clean] completed=1147500 submitted=1147571 kept=3490535 rejected=122761 last=keep reason=rewritten
+[llm clean] completed=1147600 submitted=1147671 kept=3490623 rejected=122773 last=keep reason=rewritten
+[llm clean] completed=1147700 submitted=1147771 kept=3490719 rejected=122777 last=reject reason=The text is a fragmented collection of unrelated, short news briefs from January 25 (likely WWI era) with severe extract
+[llm clean] completed=1147800 submitted=1147871 kept=3490794 rejected=122802 last=keep reason=rewritten
+[llm clean] completed=1147900 submitted=1147971 kept=3490890 rejected=122806 last=keep reason=rewritten
+[llm clean] completed=1148000 submitted=1148071 kept=3490988 rejected=122808 last=keep reason=rewritten
+[llm clean] completed=1148100 submitted=1148171 kept=3491087 rejected=122809 last=keep reason=rewritten
+[llm clean] completed=1148200 submitted=1148271 kept=3491182 rejected=122814 last=keep reason=rewritten
+[llm clean] completed=1148300 submitted=1148370 kept=3491280 rejected=122816 last=keep reason=rewritten
+[llm clean] completed=1148400 submitted=1148471 kept=3491379 rejected=122817 last=keep reason=rewritten
+[llm clean] completed=1148500 submitted=1148571 kept=3491479 rejected=122817 last=keep reason=rewritten
+[llm clean] completed=1148600 submitted=1148671 kept=3491574 rejected=122822 last=keep reason=rewritten
+[llm clean] completed=1148700 submitted=1148771 kept=3491670 rejected=122826 last=keep reason=rewritten
+[llm clean] completed=1148800 submitted=1148871 kept=3491762 rejected=122834 last=keep reason=rewritten
+[llm clean] completed=1148900 submitted=1148971 kept=3491859 rejected=122837 last=keep reason=rewritten
+[llm clean] completed=1149000 submitted=1149071 kept=3491959 rejected=122837 last=keep reason=rewritten
+[llm clean] completed=1149100 submitted=1149171 kept=3492057 rejected=122839 last=keep reason=rewritten
+[llm clean] completed=1149200 submitted=1149271 kept=3492148 rejected=122848 last=reject reason=The text is a collection of disjointed blog comments, forum posts, and metadata (timestamps, usernames, permalinks) rath
+[llm clean] completed=1149300 submitted=1149371 kept=3492242 rejected=122854 last=keep reason=rewritten
+[llm clean] completed=1149400 submitted=1149471 kept=3492342 rejected=122854 last=keep reason=rewritten
+[llm clean] completed=1149500 submitted=1149571 kept=3492439 rejected=122857 last=keep reason=rewritten
+[llm clean] completed=1149600 submitted=1149671 kept=3492538 rejected=122858 last=keep reason=rewritten
+[llm clean] completed=1149700 submitted=1149771 kept=3492629 rejected=122867 last=reject reason=The text is a chaotic, heavily stylized dialogue consisting mostly of nonsensical slang, repetitive insults, and fragmen
+[llm clean] completed=1149800 submitted=1149871 kept=3492723 rejected=122873 last=keep reason=rewritten
+[llm clean] completed=1149900 submitted=1149971 kept=3492822 rejected=122874 last=keep reason=rewritten
+[llm clean] completed=1150000 submitted=1150071 kept=3492919 rejected=122877 last=keep reason=rewritten
+[llm clean] completed=1150100 submitted=1150171 kept=3493016 rejected=122880 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1150200 submitted=1150271 kept=3493109 rejected=122887 last=keep reason=rewritten
+[llm clean] completed=1150300 submitted=1150371 kept=3493207 rejected=122889 last=keep reason=rewritten
+[llm clean] completed=1150400 submitted=1150471 kept=3493306 rejected=122890 last=keep reason=rewritten
+[llm clean] completed=1150500 submitted=1150571 kept=3493404 rejected=122892 last=keep reason=rewritten
+[llm clean] completed=1150600 submitted=1150671 kept=3493501 rejected=122895 last=keep reason=rewritten
+[llm clean] completed=1150700 submitted=1150771 kept=3493593 rejected=122903 last=keep reason=rewritten
+[llm clean] completed=1150800 submitted=1150871 kept=3493689 rejected=122907 last=keep reason=rewritten
+[llm clean] completed=1150900 submitted=1150971 kept=3493787 rejected=122909 last=keep reason=rewritten
+[llm clean] completed=1151000 submitted=1151071 kept=3493887 rejected=122909 last=keep reason=rewritten
+[llm clean] completed=1151100 submitted=1151171 kept=3493984 rejected=122912 last=keep reason=rewritten
+[llm clean] completed=1151200 submitted=1151271 kept=3494081 rejected=122915 last=keep reason=rewritten
+[llm clean] completed=1151300 submitted=1151371 kept=3494176 rejected=122920 last=keep reason=rewritten
+[llm clean] completed=1151400 submitted=1151471 kept=3494274 rejected=122922 last=keep reason=rewritten
+[llm clean] completed=1151500 submitted=1151571 kept=3494362 rejected=122934 last=keep reason=rewritten
+[llm clean] completed=1151600 submitted=1151671 kept=3494461 rejected=122935 last=keep reason=rewritten
+[llm clean] completed=1151700 submitted=1151771 kept=3494557 rejected=122939 last=keep reason=rewritten
+[llm clean] completed=1151800 submitted=1151871 kept=3494654 rejected=122942 last=keep reason=rewritten
+[llm clean] completed=1151900 submitted=1151971 kept=3494753 rejected=122943 last=keep reason=rewritten
+[llm clean] completed=1152000 submitted=1152071 kept=3494850 rejected=122946 last=keep reason=rewritten
+[llm clean] completed=1152100 submitted=1152171 kept=3494942 rejected=122954 last=keep reason=rewritten
+[llm clean] completed=1152200 submitted=1152271 kept=3495038 rejected=122958 last=keep reason=rewritten
+[llm clean] completed=1152300 submitted=1152371 kept=3495137 rejected=122959 last=keep reason=rewritten
+[llm clean] completed=1152400 submitted=1152471 kept=3495235 rejected=122961 last=keep reason=rewritten
+[llm clean] completed=1152500 submitted=1152571 kept=3495333 rejected=122963 last=keep reason=rewritten
+[llm clean] completed=1152600 submitted=1152671 kept=3495431 rejected=122965 last=keep reason=rewritten
+[llm clean] completed=1152700 submitted=1152771 kept=3495528 rejected=122968 last=keep reason=rewritten
+[llm clean] completed=1152800 submitted=1152871 kept=3495626 rejected=122970 last=keep reason=rewritten
+[llm clean] completed=1152900 submitted=1152971 kept=3495725 rejected=122971 last=keep reason=rewritten
+[llm clean] completed=1153000 submitted=1153071 kept=3495822 rejected=122974 last=keep reason=rewritten
+[llm clean] completed=1153100 submitted=1153171 kept=3495921 rejected=122975 last=keep reason=rewritten
+[llm clean] completed=1153200 submitted=1153271 kept=3496010 rejected=122986 last=keep reason=rewritten
+[llm clean] completed=1153300 submitted=1153371 kept=3496108 rejected=122988 last=keep reason=rewritten
+[llm clean] completed=1153400 submitted=1153471 kept=3496206 rejected=122990 last=keep reason=rewritten
+[llm clean] completed=1153500 submitted=1153571 kept=3496300 rejected=122996 last=keep reason=rewritten
+[llm clean] completed=1153600 submitted=1153671 kept=3496400 rejected=122996 last=keep reason=rewritten
+[llm clean] completed=1153700 submitted=1153771 kept=3496497 rejected=122999 last=keep reason=rewritten
+[llm clean] completed=1153800 submitted=1153871 kept=3496595 rejected=123001 last=keep reason=rewritten
+[llm clean] completed=1153900 submitted=1153971 kept=3496693 rejected=123003 last=keep reason=rewritten
+[llm clean] completed=1154000 submitted=1154071 kept=3496792 rejected=123004 last=keep reason=rewritten
+[llm clean] completed=1154100 submitted=1154171 kept=3496891 rejected=123005 last=keep reason=rewritten
+[llm clean] completed=1154200 submitted=1154271 kept=3496991 rejected=123005 last=keep reason=rewritten
+[llm clean] completed=1154300 submitted=1154371 kept=3497090 rejected=123006 last=keep reason=rewritten
+[llm clean] completed=1154400 submitted=1154471 kept=3497188 rejected=123008 last=keep reason=rewritten
+[llm clean] completed=1154500 submitted=1154571 kept=3497278 rejected=123018 last=keep reason=rewritten
+[llm clean] completed=1154600 submitted=1154671 kept=3497376 rejected=123020 last=keep reason=rewritten
+[llm clean] completed=1154700 submitted=1154771 kept=3497475 rejected=123021 last=keep reason=rewritten
+[llm clean] completed=1154800 submitted=1154871 kept=3497571 rejected=123025 last=keep reason=rewritten
+[llm clean] completed=1154900 submitted=1154971 kept=3497669 rejected=123027 last=keep reason=rewritten
+[llm clean] completed=1155000 submitted=1155071 kept=3497761 rejected=123035 last=keep reason=rewritten
+[llm clean] completed=1155100 submitted=1155171 kept=3497838 rejected=123058 last=keep reason=rewritten
+[llm clean] completed=1155200 submitted=1155271 kept=3497935 rejected=123061 last=keep reason=rewritten
+[llm clean] completed=1155300 submitted=1155371 kept=3498030 rejected=123066 last=keep reason=rewritten
+[llm clean] completed=1155400 submitted=1155471 kept=3498130 rejected=123066 last=keep reason=rewritten
+[llm clean] completed=1155500 submitted=1155571 kept=3498224 rejected=123072 last=keep reason=rewritten
+[llm clean] completed=1155600 submitted=1155671 kept=3498321 rejected=123075 last=keep reason=rewritten
+[llm clean] completed=1155700 submitted=1155771 kept=3498420 rejected=123076 last=keep reason=rewritten
+[llm clean] completed=1155800 submitted=1155871 kept=3498517 rejected=123079 last=keep reason=rewritten
+[llm clean] completed=1155900 submitted=1155971 kept=3498616 rejected=123080 last=keep reason=rewritten
+[llm clean] completed=1156000 submitted=1156071 kept=3498711 rejected=123085 last=keep reason=rewritten
+[llm clean] completed=1156100 submitted=1156171 kept=3498810 rejected=123086 last=keep reason=rewritten
+[llm clean] completed=1156200 submitted=1156271 kept=3498910 rejected=123086 last=keep reason=rewritten
+[llm clean] completed=1156300 submitted=1156371 kept=3499007 rejected=123089 last=keep reason=rewritten
+[llm clean] completed=1156400 submitted=1156471 kept=3499107 rejected=123089 last=keep reason=rewritten
+[llm clean] completed=1156500 submitted=1156571 kept=3499204 rejected=123092 last=keep reason=rewritten
+[llm clean] completed=1156600 submitted=1156671 kept=3499303 rejected=123093 last=reject reason=The text is a tracklist and metadata for a music release, consisting mostly of titles, names, and download links. It lac
+[llm clean] completed=1156700 submitted=1156771 kept=3499400 rejected=123096 last=keep reason=rewritten
+[llm clean] completed=1156800 submitted=1156871 kept=3499496 rejected=123100 last=keep reason=rewritten
+[llm clean] completed=1156900 submitted=1156971 kept=3499595 rejected=123101 last=keep reason=rewritten
+[llm clean] completed=1157000 submitted=1157071 kept=3499695 rejected=123101 last=keep reason=rewritten
+[llm clean] completed=1157100 submitted=1157171 kept=3499791 rejected=123105 last=keep reason=rewritten
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+[llm clean] completed=1160300 submitted=1160371 kept=3502929 rejected=123167 last=reject reason=The text is a list of podcast episode titles, dates, and brief descriptions (navigation/link list) without coherent arti
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+[llm clean] completed=1161600 submitted=1161671 kept=3504199 rejected=123197 last=reject reason=The text is primarily a podcast episode wrapper containing metadata, navigation links, subscription instructions, shout-
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+[llm clean] completed=1169700 submitted=1169771 kept=3512068 rejected=123428 last=reject reason=The text is a meaningless, contextless roster of names without any prose structure, narrative, or factual content to rew
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+[llm clean] completed=1180200 submitted=1180271 kept=3522223 rejected=123773 last=reject reason=The text is a list of podcast episode titles, download links, and metadata fragments without coherent article-style pros
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+[llm clean] completed=1185900 submitted=1185971 kept=3527712 rejected=123984 last=keep reason=rewritten
+[llm clean] completed=1186000 submitted=1186071 kept=3527811 rejected=123985 last=keep reason=rewritten
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+[llm clean] completed=1186300 submitted=1186371 kept=3528101 rejected=123995 last=keep reason=rewritten
+[llm clean] completed=1186400 submitted=1186471 kept=3528199 rejected=123997 last=reject reason=The text is a collection of user reviews, metadata, and navigation artifacts rather than a coherent article or prose pas
+[llm clean] completed=1186500 submitted=1186571 kept=3528296 rejected=124000 last=keep reason=rewritten
+[llm clean] completed=1186600 submitted=1186671 kept=3528395 rejected=124001 last=keep reason=rewritten
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+[llm clean] completed=1186900 submitted=1186971 kept=3528687 rejected=124009 last=keep reason=rewritten
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+[llm clean] completed=1190600 submitted=1190671 kept=3532266 rejected=124130 last=keep reason=rewritten
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+[llm clean] completed=1193600 submitted=1193671 kept=3535193 rejected=124203 last=keep reason=rewritten
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+[llm clean] completed=1193800 submitted=1193871 kept=3535387 rejected=124209 last=keep reason=rewritten
+[llm clean] completed=1193900 submitted=1193971 kept=3535485 rejected=124211 last=keep reason=rewritten
+[llm clean] completed=1194000 submitted=1194071 kept=3535583 rejected=124213 last=keep reason=rewritten
+[llm clean] completed=1194100 submitted=1194171 kept=3535681 rejected=124215 last=keep reason=rewritten
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+[llm clean] completed=1194400 submitted=1194471 kept=3535974 rejected=124222 last=keep reason=rewritten
+[llm clean] completed=1194500 submitted=1194571 kept=3536074 rejected=124222 last=keep reason=rewritten
+[llm clean] completed=1194600 submitted=1194671 kept=3536171 rejected=124225 last=keep reason=rewritten
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+[llm clean] completed=1194800 submitted=1194871 kept=3536366 rejected=124230 last=keep reason=rewritten
+[llm clean] completed=1194900 submitted=1194971 kept=3536463 rejected=124233 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1195000 submitted=1195071 kept=3536561 rejected=124235 last=keep reason=rewritten
+[llm clean] completed=1195100 submitted=1195171 kept=3536656 rejected=124240 last=reject reason=The text consists entirely of footnotes, citations, and reference metadata without coherent article-style prose.
+[llm clean] completed=1195200 submitted=1195271 kept=3536755 rejected=124241 last=keep reason=rewritten
+[llm clean] completed=1195300 submitted=1195371 kept=3536851 rejected=124245 last=keep reason=rewritten
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+[llm clean] completed=1195800 submitted=1195871 kept=3537344 rejected=124252 last=keep reason=rewritten
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+[llm clean] completed=1198300 submitted=1198371 kept=3539736 rejected=124360 last=keep reason=rewritten
+[llm clean] completed=1198400 submitted=1198471 kept=3539834 rejected=124362 last=keep reason=rewritten
+[llm clean] completed=1198500 submitted=1198571 kept=3539933 rejected=124363 last=keep reason=rewritten
+[llm clean] completed=1198600 submitted=1198671 kept=3540027 rejected=124369 last=keep reason=rewritten
+[llm clean] completed=1198700 submitted=1198771 kept=3540121 rejected=124375 last=keep reason=rewritten
+[llm clean] completed=1198800 submitted=1198871 kept=3540218 rejected=124378 last=keep reason=rewritten
+[llm clean] completed=1198900 submitted=1198971 kept=3540310 rejected=124386 last=keep reason=rewritten
+[llm clean] completed=1199000 submitted=1199071 kept=3540409 rejected=124387 last=keep reason=rewritten
+[llm clean] completed=1199100 submitted=1199171 kept=3540508 rejected=124388 last=keep reason=rewritten
+[llm clean] completed=1199200 submitted=1199271 kept=3540605 rejected=124391 last=keep reason=rewritten
+[llm clean] completed=1199300 submitted=1199371 kept=3540699 rejected=124397 last=reject reason=The text is a fragmented, highly technical setlist review with numerous missing words, broken sentences, and isolated me
+[llm clean] completed=1199400 submitted=1199471 kept=3540791 rejected=124405 last=keep reason=rewritten
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+[llm clean] completed=1199700 submitted=1199771 kept=3541086 rejected=124410 last=keep reason=rewritten
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+[llm clean] completed=1199900 submitted=1199971 kept=3541283 rejected=124413 last=keep reason=rewritten
+[llm clean] completed=1200000 submitted=1200071 kept=3541375 rejected=124421 last=keep reason=rewritten
+[llm clean] completed=1200100 submitted=1200171 kept=3541474 rejected=124422 last=keep reason=rewritten
+[llm clean] completed=1200200 submitted=1200271 kept=3541573 rejected=124423 last=keep reason=rewritten
+[llm clean] completed=1200300 submitted=1200371 kept=3541672 rejected=124424 last=keep reason=rewritten
+[llm clean] completed=1200400 submitted=1200471 kept=3541763 rejected=124433 last=keep reason=rewritten
+[llm clean] completed=1200500 submitted=1200571 kept=3541859 rejected=124437 last=keep reason=rewritten
+[llm clean] completed=1200600 submitted=1200671 kept=3541958 rejected=124438 last=keep reason=rewritten
+[llm clean] completed=1200700 submitted=1200771 kept=3542058 rejected=124438 last=keep reason=rewritten
+[llm clean] completed=1200800 submitted=1200871 kept=3542148 rejected=124448 last=keep reason=rewritten
+[llm clean] completed=1200900 submitted=1200971 kept=3542247 rejected=124449 last=reject reason=The text is a catalog entry or museum record consisting of metadata, labels, and fragmented descriptions of manuscript i
+[llm clean] completed=1201000 submitted=1201071 kept=3542347 rejected=124449 last=keep reason=rewritten
+[llm clean] completed=1201100 submitted=1201171 kept=3542442 rejected=124454 last=keep reason=rewritten
+[llm clean] completed=1201200 submitted=1201271 kept=3542537 rejected=124459 last=reject reason=The text is a conspiracy theory rant containing unsubstantiated claims, hate speech tropes (e.g., 'Catholic Mafia', 'dev
+[llm clean] completed=1201300 submitted=1201371 kept=3542632 rejected=124464 last=keep reason=rewritten
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+[llm clean] completed=1202100 submitted=1202171 kept=3543416 rejected=124480 last=keep reason=rewritten
+[llm clean] completed=1202200 submitted=1202271 kept=3543512 rejected=124484 last=reject reason=The text is a mix of patent claim fragments with mathematical notation and a short article excerpt. The patent claims ar
+[llm clean] completed=1202300 submitted=1202371 kept=3543610 rejected=124486 last=keep reason=rewritten
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+[llm clean] completed=1203000 submitted=1203071 kept=3544286 rejected=124510 last=keep reason=rewritten
+[llm clean] completed=1203100 submitted=1203171 kept=3544385 rejected=124511 last=keep reason=rewritten
+[llm clean] completed=1203200 submitted=1203271 kept=3544479 rejected=124517 last=keep reason=rewritten
+[llm clean] completed=1203300 submitted=1203371 kept=3544579 rejected=124517 last=keep reason=rewritten
+[llm clean] completed=1203400 submitted=1203471 kept=3544675 rejected=124521 last=keep reason=rewritten
+[llm clean] completed=1203500 submitted=1203571 kept=3544775 rejected=124521 last=keep reason=rewritten
+[llm clean] completed=1203600 submitted=1203671 kept=3544873 rejected=124523 last=keep reason=rewritten
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+[llm clean] completed=1203800 submitted=1203871 kept=3545068 rejected=124528 last=keep reason=rewritten
+[llm clean] completed=1203900 submitted=1203971 kept=3545167 rejected=124529 last=keep reason=rewritten
+[llm clean] completed=1204000 submitted=1204071 kept=3545263 rejected=124533 last=keep reason=rewritten
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+[llm clean] completed=1204300 submitted=1204371 kept=3545551 rejected=124545 last=keep reason=rewritten
+[llm clean] completed=1204400 submitted=1204471 kept=3545650 rejected=124546 last=keep reason=rewritten
+[llm clean] completed=1204500 submitted=1204571 kept=3545744 rejected=124552 last=keep reason=rewritten
+[llm clean] completed=1204600 submitted=1204670 kept=3545835 rejected=124561 last=reject reason=The text is a list of TV show pitches with metadata (cast, team, studio, logline) and status updates, lacking coherent a
+[llm clean] completed=1204700 submitted=1204771 kept=3545930 rejected=124566 last=keep reason=rewritten
+[llm clean] completed=1204800 submitted=1204871 kept=3546024 rejected=124572 last=keep reason=rewritten
+[llm clean] completed=1204900 submitted=1204971 kept=3546121 rejected=124575 last=keep reason=rewritten
+[llm clean] completed=1205000 submitted=1205071 kept=3546210 rejected=124586 last=keep reason=rewritten
+[llm clean] completed=1205100 submitted=1205171 kept=3546305 rejected=124591 last=keep reason=rewritten
+[llm clean] completed=1205200 submitted=1205271 kept=3546403 rejected=124593 last=keep reason=rewritten
+[llm clean] completed=1205300 submitted=1205371 kept=3546502 rejected=124594 last=keep reason=rewritten
+[llm clean] completed=1205400 submitted=1205471 kept=3546601 rejected=124595 last=keep reason=rewritten
+[llm clean] completed=1205500 submitted=1205571 kept=3546700 rejected=124596 last=keep reason=rewritten
+[llm clean] completed=1205600 submitted=1205671 kept=3546798 rejected=124598 last=keep reason=rewritten
+[llm clean] completed=1205700 submitted=1205771 kept=3546894 rejected=124602 last=keep reason=rewritten
+[llm clean] completed=1205800 submitted=1205871 kept=3546994 rejected=124602 last=keep reason=rewritten
+[llm clean] completed=1205900 submitted=1205971 kept=3547091 rejected=124605 last=keep reason=rewritten
+[llm clean] completed=1206000 submitted=1206071 kept=3547182 rejected=124614 last=keep reason=rewritten
+[llm clean] completed=1206100 submitted=1206171 kept=3547282 rejected=124614 last=keep reason=rewritten
+[llm clean] completed=1206200 submitted=1206271 kept=3547378 rejected=124618 last=keep reason=rewritten
+[llm clean] completed=1206300 submitted=1206371 kept=3547470 rejected=124626 last=keep reason=rewritten
+[llm clean] completed=1206400 submitted=1206471 kept=3547569 rejected=124627 last=keep reason=rewritten
+[llm clean] completed=1206500 submitted=1206571 kept=3547667 rejected=124629 last=keep reason=rewritten
+[llm clean] completed=1206600 submitted=1206671 kept=3547755 rejected=124641 last=reject reason=The text is a collection of build instructions, code snippets, and configuration steps for a specific software project (
+[llm clean] completed=1206700 submitted=1206771 kept=3547851 rejected=124645 last=keep reason=rewritten
+[llm clean] completed=1206800 submitted=1206871 kept=3547940 rejected=124656 last=keep reason=rewritten
+[llm clean] completed=1206900 submitted=1206971 kept=3548039 rejected=124657 last=reject reason=The text is mostly forum metadata, user comments, signatures, and navigation artifacts rather than coherent article-styl
+[llm clean] completed=1207000 submitted=1207071 kept=3548136 rejected=124660 last=keep reason=rewritten
+[llm clean] completed=1207100 submitted=1207171 kept=3548233 rejected=124663 last=keep reason=rewritten
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+[llm clean] completed=1207400 submitted=1207471 kept=3548532 rejected=124664 last=keep reason=rewritten
+[llm clean] completed=1207500 submitted=1207571 kept=3548632 rejected=124664 last=keep reason=rewritten
+[llm clean] completed=1207600 submitted=1207671 kept=3548729 rejected=124667 last=keep reason=rewritten
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+[llm clean] completed=1207900 submitted=1207971 kept=3549022 rejected=124674 last=keep reason=rewritten
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+[llm clean] completed=1208100 submitted=1208171 kept=3549211 rejected=124685 last=keep reason=rewritten
+[llm clean] completed=1208200 submitted=1208271 kept=3549309 rejected=124687 last=keep reason=rewritten
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+[llm clean] completed=1208400 submitted=1208471 kept=3549498 rejected=124698 last=keep reason=rewritten
+[llm clean] completed=1208500 submitted=1208571 kept=3549595 rejected=124701 last=keep reason=rewritten
+[llm clean] completed=1208600 submitted=1208671 kept=3549686 rejected=124710 last=keep reason=rewritten
+[llm clean] completed=1208700 submitted=1208771 kept=3549785 rejected=124711 last=keep reason=rewritten
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+[llm clean] completed=1208900 submitted=1208971 kept=3549979 rejected=124717 last=keep reason=rewritten
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+[llm clean] completed=1209600 submitted=1209671 kept=3550666 rejected=124730 last=keep reason=rewritten
+[llm clean] completed=1209700 submitted=1209771 kept=3550764 rejected=124732 last=keep reason=rewritten
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+[llm clean] completed=1210900 submitted=1210971 kept=3551904 rejected=124792 last=keep reason=rewritten
+[llm clean] completed=1211000 submitted=1211071 kept=3551997 rejected=124799 last=keep reason=rewritten
+[llm clean] completed=1211100 submitted=1211171 kept=3552096 rejected=124800 last=keep reason=rewritten
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+[llm clean] completed=1211700 submitted=1211771 kept=3552660 rejected=124836 last=keep reason=rewritten
+[llm clean] completed=1211800 submitted=1211871 kept=3552757 rejected=124839 last=keep reason=rewritten
+[llm clean] completed=1211900 submitted=1211971 kept=3552852 rejected=124844 last=keep reason=rewritten
+[llm clean] completed=1212000 submitted=1212071 kept=3552947 rejected=124849 last=keep reason=rewritten
+[llm clean] completed=1212100 submitted=1212171 kept=3553044 rejected=124852 last=keep reason=rewritten
+[llm clean] completed=1212200 submitted=1212271 kept=3553141 rejected=124855 last=keep reason=rewritten
+[llm clean] completed=1212300 submitted=1212371 kept=3553240 rejected=124856 last=keep reason=rewritten
+[llm clean] completed=1212400 submitted=1212471 kept=3553336 rejected=124860 last=keep reason=rewritten
+[llm clean] completed=1212500 submitted=1212571 kept=3553436 rejected=124860 last=keep reason=rewritten
+[llm clean] completed=1212600 submitted=1212671 kept=3553532 rejected=124864 last=keep reason=rewritten
+[llm clean] completed=1212700 submitted=1212771 kept=3553628 rejected=124868 last=keep reason=rewritten
+[llm clean] completed=1212800 submitted=1212871 kept=3553723 rejected=124873 last=keep reason=rewritten
+[llm clean] completed=1212900 submitted=1212971 kept=3553814 rejected=124882 last=keep reason=rewritten
+[llm clean] completed=1213000 submitted=1213071 kept=3553910 rejected=124886 last=keep reason=rewritten
+[llm clean] completed=1213100 submitted=1213171 kept=3554008 rejected=124888 last=keep reason=rewritten
+[llm clean] completed=1213200 submitted=1213271 kept=3554107 rejected=124889 last=keep reason=rewritten
+[llm clean] completed=1213300 submitted=1213371 kept=3554199 rejected=124897 last=keep reason=rewritten
+[llm clean] completed=1213400 submitted=1213471 kept=3554297 rejected=124899 last=keep reason=rewritten
+[llm clean] completed=1213500 submitted=1213571 kept=3554393 rejected=124903 last=keep reason=rewritten
+[llm clean] completed=1213600 submitted=1213671 kept=3554492 rejected=124904 last=keep reason=rewritten
+[llm clean] completed=1213700 submitted=1213771 kept=3554589 rejected=124907 last=reject reason=The text is a fragmented collection of wiki-style footnotes, reference markers, and metadata about voice acting credits.
+[llm clean] completed=1213800 submitted=1213871 kept=3554684 rejected=124912 last=keep reason=rewritten
+[llm clean] completed=1213900 submitted=1213971 kept=3554780 rejected=124916 last=keep reason=rewritten
+[llm clean] completed=1214000 submitted=1214071 kept=3554858 rejected=124938 last=keep reason=rewritten
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+[llm clean] completed=1214700 submitted=1214771 kept=3555518 rejected=124978 last=keep reason=rewritten
+[llm clean] completed=1214800 submitted=1214871 kept=3555615 rejected=124981 last=keep reason=rewritten
+[llm clean] completed=1214900 submitted=1214971 kept=3555712 rejected=124984 last=keep reason=rewritten
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+[llm clean] completed=1215100 submitted=1215171 kept=3555905 rejected=124991 last=keep reason=rewritten
+[llm clean] completed=1215200 submitted=1215271 kept=3556003 rejected=124993 last=keep reason=rewritten
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+[llm clean] completed=1219900 submitted=1219971 kept=3560544 rejected=125152 last=keep reason=rewritten
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+[llm clean] completed=1220100 submitted=1220171 kept=3560736 rejected=125160 last=keep reason=rewritten
+[llm clean] completed=1220200 submitted=1220271 kept=3560828 rejected=125168 last=reject reason=The input is a raw BibTeX bibliography fragment containing metadata for academic papers and books, not coherent article-
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+[llm clean] completed=1221900 submitted=1221971 kept=3562447 rejected=125249 last=keep reason=rewritten
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+[llm clean] completed=1222100 submitted=1222171 kept=3562645 rejected=125251 last=keep reason=rewritten
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+[llm clean] completed=1222500 submitted=1222571 kept=3563039 rejected=125257 last=keep reason=rewritten
+[llm clean] completed=1222600 submitted=1222671 kept=3563138 rejected=125258 last=keep reason=rewritten
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+[llm clean] completed=1223200 submitted=1223271 kept=3563717 rejected=125279 last=keep reason=rewritten
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+[llm clean] completed=1223700 submitted=1223771 kept=3564211 rejected=125285 last=keep reason=rewritten
+[llm clean] completed=1223800 submitted=1223871 kept=3564309 rejected=125287 last=keep reason=rewritten
+[llm clean] completed=1223900 submitted=1223971 kept=3564406 rejected=125290 last=keep reason=rewritten
+[llm clean] completed=1224000 submitted=1224071 kept=3564504 rejected=125292 last=keep reason=rewritten
+[llm clean] completed=1224100 submitted=1224171 kept=3564600 rejected=125296 last=keep reason=clean_no_rewrite
+[llm clean] completed=1224200 submitted=1224271 kept=3564697 rejected=125299 last=keep reason=rewritten
+[llm clean] completed=1224300 submitted=1224371 kept=3564794 rejected=125302 last=keep reason=rewritten
+[llm clean] completed=1224400 submitted=1224471 kept=3564883 rejected=125313 last=reject reason=The input is a fragmented list of census data column headers and labels without any actual data, context, or coherent pr
+[llm clean] completed=1224500 submitted=1224571 kept=3564966 rejected=125330 last=keep reason=rewritten
+[llm clean] completed=1224600 submitted=1224671 kept=3565062 rejected=125334 last=keep reason=rewritten
+[llm clean] completed=1224700 submitted=1224771 kept=3565159 rejected=125337 last=keep reason=rewritten
+[llm clean] completed=1224800 submitted=1224871 kept=3565254 rejected=125342 last=keep reason=rewritten
+[llm clean] completed=1224900 submitted=1224971 kept=3565348 rejected=125348 last=keep reason=rewritten
+[llm clean] completed=1225000 submitted=1225071 kept=3565445 rejected=125351 last=keep reason=rewritten
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+[llm clean] completed=1225200 submitted=1225271 kept=3565635 rejected=125361 last=keep reason=rewritten
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+[llm clean] completed=1225400 submitted=1225471 kept=3565831 rejected=125365 last=keep reason=rewritten
+[llm clean] completed=1225500 submitted=1225571 kept=3565927 rejected=125369 last=reject reason=The text is a forum thread with user profiles, metadata, and fragmented comments, lacking coherent article-style prose.
+[llm clean] completed=1225600 submitted=1225671 kept=3566024 rejected=125372 last=keep reason=rewritten
+[llm clean] completed=1225700 submitted=1225771 kept=3566123 rejected=125373 last=keep reason=rewritten
+[llm clean] completed=1225800 submitted=1225871 kept=3566216 rejected=125380 last=keep reason=rewritten
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+[llm clean] completed=1226000 submitted=1226071 kept=3566412 rejected=125384 last=keep reason=rewritten
+[llm clean] completed=1226100 submitted=1226171 kept=3566507 rejected=125389 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1226200 submitted=1226271 kept=3566603 rejected=125393 last=keep reason=rewritten
+[llm clean] completed=1226300 submitted=1226371 kept=3566688 rejected=125408 last=reject reason=The text is primarily a tracklist with minimal context, which falls under the rejection criteria for rosters/lists of ti
+[llm clean] completed=1226400 submitted=1226471 kept=3566787 rejected=125409 last=keep reason=rewritten
+[llm clean] completed=1226500 submitted=1226571 kept=3566885 rejected=125411 last=keep reason=rewritten
+[llm clean] completed=1226600 submitted=1226671 kept=3566984 rejected=125412 last=keep reason=rewritten
+[llm clean] completed=1226700 submitted=1226771 kept=3567081 rejected=125415 last=keep reason=rewritten
+[llm clean] completed=1226800 submitted=1226871 kept=3567181 rejected=125415 last=keep reason=rewritten
+[llm clean] completed=1226900 submitted=1226971 kept=3567277 rejected=125419 last=keep reason=rewritten
+[llm clean] completed=1227000 submitted=1227071 kept=3567374 rejected=125422 last=keep reason=rewritten
+[llm clean] completed=1227100 submitted=1227171 kept=3567464 rejected=125432 last=keep reason=rewritten
+[llm clean] completed=1227200 submitted=1227271 kept=3567556 rejected=125440 last=keep reason=rewritten
+[llm clean] completed=1227300 submitted=1227371 kept=3567655 rejected=125441 last=keep reason=rewritten
+[llm clean] completed=1227400 submitted=1227471 kept=3567754 rejected=125442 last=keep reason=rewritten
+[llm clean] completed=1227500 submitted=1227571 kept=3567852 rejected=125444 last=keep reason=rewritten
+[llm clean] completed=1227600 submitted=1227671 kept=3567947 rejected=125449 last=keep reason=rewritten
+[llm clean] completed=1227700 submitted=1227771 kept=3568045 rejected=125451 last=keep reason=rewritten
+[llm clean] completed=1227800 submitted=1227871 kept=3568142 rejected=125454 last=keep reason=rewritten
+[llm clean] completed=1227900 submitted=1227971 kept=3568241 rejected=125455 last=keep reason=rewritten
+[llm clean] completed=1228000 submitted=1228071 kept=3568338 rejected=125458 last=reject reason=The text is primarily a list of user comments with metadata, navigation artifacts, and formatting noise. It lacks a cohe
+[llm clean] completed=1228100 submitted=1228171 kept=3568437 rejected=125459 last=reject reason=The text is mostly a short quote followed by navigation links, related article titles, and metadata fragments. It lacks 
+[llm clean] completed=1228200 submitted=1228271 kept=3568524 rejected=125472 last=keep reason=rewritten
+[llm clean] completed=1228300 submitted=1228371 kept=3568623 rejected=125473 last=keep reason=rewritten
+[llm clean] completed=1228400 submitted=1228471 kept=3568722 rejected=125474 last=keep reason=rewritten
+[llm clean] completed=1228500 submitted=1228571 kept=3568821 rejected=125475 last=keep reason=rewritten
+[llm clean] completed=1228600 submitted=1228671 kept=3568919 rejected=125477 last=keep reason=rewritten
+[llm clean] completed=1228700 submitted=1228771 kept=3569016 rejected=125480 last=reject reason=The text is a collection of disjointed user reports and comments about a phishing scam, lacking coherent narrative struc
+[llm clean] completed=1228800 submitted=1228871 kept=3569115 rejected=125481 last=keep reason=rewritten
+[llm clean] completed=1228900 submitted=1228971 kept=3569213 rejected=125483 last=keep reason=rewritten
+[llm clean] completed=1229000 submitted=1229071 kept=3569297 rejected=125499 last=reject reason=The text is a fragmented list of software package names, descriptions, and metadata (likely from a Debian package change
+[llm clean] completed=1229100 submitted=1229171 kept=3569390 rejected=125506 last=keep reason=rewritten
+[llm clean] completed=1229200 submitted=1229271 kept=3569461 rejected=125535 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1229300 submitted=1229371 kept=3569555 rejected=125541 last=keep reason=rewritten
+[llm clean] completed=1229400 submitted=1229471 kept=3569653 rejected=125543 last=keep reason=rewritten
+[llm clean] completed=1229500 submitted=1229571 kept=3569748 rejected=125548 last=keep reason=rewritten
+[llm clean] completed=1229600 submitted=1229671 kept=3569844 rejected=125552 last=keep reason=rewritten
+[llm clean] completed=1229700 submitted=1229771 kept=3569939 rejected=125557 last=keep reason=rewritten
+[llm clean] completed=1229800 submitted=1229871 kept=3570033 rejected=125563 last=keep reason=rewritten
+[llm clean] completed=1229900 submitted=1229971 kept=3570131 rejected=125565 last=keep reason=rewritten
+[llm clean] completed=1230000 submitted=1230071 kept=3570228 rejected=125568 last=keep reason=rewritten
+[llm clean] completed=1230100 submitted=1230171 kept=3570327 rejected=125569 last=keep reason=rewritten
+[llm clean] completed=1230200 submitted=1230271 kept=3570426 rejected=125570 last=keep reason=rewritten
+[llm clean] completed=1230300 submitted=1230371 kept=3570520 rejected=125576 last=keep reason=rewritten
+[llm clean] completed=1230400 submitted=1230471 kept=3570619 rejected=125577 last=keep reason=rewritten
+[llm clean] completed=1230500 submitted=1230571 kept=3570718 rejected=125578 last=keep reason=rewritten
+[llm clean] completed=1230600 submitted=1230671 kept=3570818 rejected=125578 last=keep reason=rewritten
+[llm clean] completed=1230700 submitted=1230771 kept=3570918 rejected=125578 last=keep reason=rewritten
+[llm clean] completed=1230800 submitted=1230871 kept=3571011 rejected=125585 last=keep reason=rewritten
+[llm clean] completed=1230900 submitted=1230971 kept=3571111 rejected=125585 last=keep reason=rewritten
+[llm clean] completed=1231000 submitted=1231071 kept=3571210 rejected=125586 last=keep reason=rewritten
+[llm clean] completed=1231100 submitted=1231171 kept=3571295 rejected=125601 last=reject reason=The text is a list of academic references and citations, not a coherent article or prose passage.
+[llm clean] completed=1231200 submitted=1231271 kept=3571386 rejected=125610 last=keep reason=rewritten
+[llm clean] completed=1231300 submitted=1231371 kept=3571485 rejected=125611 last=keep reason=rewritten
+[llm clean] completed=1231400 submitted=1231471 kept=3571575 rejected=125621 last=keep reason=rewritten
+[llm clean] completed=1231500 submitted=1231571 kept=3571675 rejected=125621 last=keep reason=rewritten
+[llm clean] completed=1231600 submitted=1231671 kept=3571774 rejected=125622 last=keep reason=rewritten
+[llm clean] completed=1231700 submitted=1231771 kept=3571871 rejected=125625 last=keep reason=rewritten
+[llm clean] completed=1231800 submitted=1231871 kept=3571965 rejected=125631 last=keep reason=rewritten
+[llm clean] completed=1231900 submitted=1231971 kept=3572062 rejected=125634 last=keep reason=rewritten
+[llm clean] completed=1232000 submitted=1232071 kept=3572159 rejected=125637 last=keep reason=rewritten
+[llm clean] completed=1232100 submitted=1232171 kept=3572255 rejected=125641 last=keep reason=rewritten
+[llm clean] completed=1232200 submitted=1232271 kept=3572354 rejected=125642 last=keep reason=rewritten
+[llm clean] completed=1232300 submitted=1232371 kept=3572450 rejected=125646 last=keep reason=rewritten
+[llm clean] completed=1232400 submitted=1232471 kept=3572548 rejected=125648 last=keep reason=rewritten
+[llm clean] completed=1232500 submitted=1232571 kept=3572646 rejected=125650 last=reject reason=The text is a list of matchups and poll results for a card game (likely Magic: The Gathering), lacking coherent article-
+[llm clean] completed=1232600 submitted=1232671 kept=3572745 rejected=125651 last=keep reason=rewritten
+[llm clean] completed=1232700 submitted=1232771 kept=3572841 rejected=125655 last=keep reason=rewritten
+[llm clean] completed=1232800 submitted=1232871 kept=3572926 rejected=125670 last=keep reason=rewritten
+[llm clean] completed=1232900 submitted=1232971 kept=3573026 rejected=125670 last=keep reason=rewritten
+[llm clean] completed=1233000 submitted=1233071 kept=3573124 rejected=125672 last=keep reason=rewritten
+[llm clean] completed=1233100 submitted=1233171 kept=3573223 rejected=125673 last=keep reason=rewritten
+[llm clean] completed=1233200 submitted=1233271 kept=3573322 rejected=125674 last=keep reason=rewritten
+[llm clean] completed=1233300 submitted=1233371 kept=3573419 rejected=125677 last=keep reason=rewritten
+[llm clean] completed=1233400 submitted=1233471 kept=3573517 rejected=125679 last=keep reason=rewritten
+[llm clean] completed=1233500 submitted=1233571 kept=3573617 rejected=125679 last=keep reason=rewritten
+[llm clean] completed=1233600 submitted=1233671 kept=3573713 rejected=125683 last=keep reason=rewritten
+[llm clean] completed=1233700 submitted=1233771 kept=3573808 rejected=125688 last=keep reason=rewritten
+[llm clean] completed=1233800 submitted=1233871 kept=3573903 rejected=125693 last=keep reason=rewritten
+[llm clean] completed=1233900 submitted=1233971 kept=3574002 rejected=125694 last=keep reason=rewritten
+[llm clean] completed=1234000 submitted=1234071 kept=3574099 rejected=125697 last=keep reason=rewritten
+[llm clean] completed=1234100 submitted=1234171 kept=3574198 rejected=125698 last=keep reason=rewritten
+[llm clean] completed=1234200 submitted=1234271 kept=3574296 rejected=125700 last=keep reason=rewritten
+[llm clean] completed=1234300 submitted=1234371 kept=3574388 rejected=125708 last=keep reason=rewritten
+[llm clean] completed=1234400 submitted=1234471 kept=3574487 rejected=125709 last=keep reason=rewritten
+[llm clean] completed=1234500 submitted=1234571 kept=3574584 rejected=125712 last=keep reason=rewritten
+[llm clean] completed=1234600 submitted=1234671 kept=3574683 rejected=125713 last=keep reason=rewritten
+[llm clean] completed=1234700 submitted=1234771 kept=3574782 rejected=125714 last=keep reason=rewritten
+[llm clean] completed=1234800 submitted=1234871 kept=3574875 rejected=125721 last=keep reason=rewritten
+[llm clean] completed=1234900 submitted=1234971 kept=3574973 rejected=125723 last=keep reason=rewritten
+[llm clean] completed=1235000 submitted=1235071 kept=3575067 rejected=125729 last=keep reason=rewritten
+[llm clean] completed=1235100 submitted=1235171 kept=3575165 rejected=125731 last=keep reason=rewritten
+[llm clean] completed=1235200 submitted=1235271 kept=3575263 rejected=125733 last=keep reason=rewritten
+[llm clean] completed=1235300 submitted=1235371 kept=3575360 rejected=125736 last=keep reason=rewritten
+[llm clean] completed=1235400 submitted=1235471 kept=3575449 rejected=125747 last=keep reason=rewritten
+[llm clean] completed=1235500 submitted=1235571 kept=3575549 rejected=125747 last=keep reason=rewritten
+[llm clean] completed=1235600 submitted=1235671 kept=3575641 rejected=125755 last=keep reason=rewritten
+[llm clean] completed=1235700 submitted=1235771 kept=3575737 rejected=125759 last=keep reason=rewritten
+[llm clean] completed=1235800 submitted=1235871 kept=3575836 rejected=125760 last=keep reason=rewritten
+[llm clean] completed=1235900 submitted=1235971 kept=3575934 rejected=125762 last=keep reason=rewritten
+[llm clean] completed=1236000 submitted=1236071 kept=3576033 rejected=125763 last=keep reason=rewritten
+[llm clean] completed=1236100 submitted=1236171 kept=3576131 rejected=125765 last=keep reason=rewritten
+[llm clean] completed=1236200 submitted=1236271 kept=3576228 rejected=125768 last=keep reason=rewritten
+[llm clean] completed=1236300 submitted=1236371 kept=3576327 rejected=125769 last=keep reason=rewritten
+[llm clean] completed=1236400 submitted=1236471 kept=3576425 rejected=125771 last=keep reason=rewritten
+[llm clean] completed=1236500 submitted=1236571 kept=3576523 rejected=125773 last=keep reason=rewritten
+[llm clean] completed=1236600 submitted=1236671 kept=3576617 rejected=125779 last=keep reason=rewritten
+[llm clean] completed=1236700 submitted=1236771 kept=3576714 rejected=125782 last=keep reason=rewritten
+[llm clean] completed=1236800 submitted=1236871 kept=3576804 rejected=125792 last=reject reason=The text is a collection of user reviews and metadata from a file-sharing or archive site, lacking coherent article-styl
+[llm clean] completed=1236900 submitted=1236971 kept=3576900 rejected=125796 last=keep reason=rewritten
+[llm clean] completed=1237000 submitted=1237071 kept=3576999 rejected=125797 last=keep reason=rewritten
+[llm clean] completed=1237100 submitted=1237171 kept=3577098 rejected=125798 last=keep reason=rewritten
+[llm clean] completed=1237200 submitted=1237271 kept=3577196 rejected=125800 last=keep reason=rewritten
+[llm clean] completed=1237300 submitted=1237371 kept=3577287 rejected=125809 last=keep reason=rewritten
+[llm clean] completed=1237400 submitted=1237471 kept=3577386 rejected=125810 last=keep reason=rewritten
+[llm clean] completed=1237500 submitted=1237571 kept=3577484 rejected=125812 last=reject reason=The text is a fragmented collection of forum posts, user metadata, navigation links, and low-context comments. It lacks 
+[llm clean] completed=1237600 submitted=1237671 kept=3577584 rejected=125812 last=keep reason=rewritten
+[llm clean] completed=1237700 submitted=1237771 kept=3577677 rejected=125819 last=keep reason=rewritten
+[llm clean] completed=1237800 submitted=1237871 kept=3577775 rejected=125821 last=keep reason=rewritten
+[llm clean] completed=1237900 submitted=1237971 kept=3577870 rejected=125826 last=keep reason=rewritten
+[llm clean] completed=1238000 submitted=1238071 kept=3577967 rejected=125829 last=keep reason=rewritten
+[llm clean] completed=1238100 submitted=1238171 kept=3578063 rejected=125833 last=keep reason=rewritten
+[llm clean] completed=1238200 submitted=1238271 kept=3578163 rejected=125833 last=keep reason=rewritten
+[llm clean] completed=1238300 submitted=1238371 kept=3578262 rejected=125834 last=keep reason=rewritten
+[llm clean] completed=1238400 submitted=1238471 kept=3578356 rejected=125840 last=keep reason=rewritten
+[llm clean] completed=1238500 submitted=1238571 kept=3578454 rejected=125842 last=keep reason=rewritten
+[llm clean] completed=1238600 submitted=1238671 kept=3578554 rejected=125842 last=keep reason=rewritten
+[llm clean] completed=1238700 submitted=1238771 kept=3578646 rejected=125850 last=keep reason=rewritten
+[llm clean] completed=1238800 submitted=1238871 kept=3578746 rejected=125850 last=keep reason=rewritten
+[llm clean] completed=1238900 submitted=1238971 kept=3578835 rejected=125861 last=keep reason=rewritten
+[llm clean] completed=1239000 submitted=1239071 kept=3578929 rejected=125867 last=keep reason=rewritten
+[llm clean] completed=1239100 submitted=1239171 kept=3579027 rejected=125869 last=keep reason=rewritten
+[llm clean] completed=1239200 submitted=1239271 kept=3579127 rejected=125869 last=keep reason=rewritten
+[llm clean] completed=1239300 submitted=1239371 kept=3579226 rejected=125870 last=keep reason=rewritten
+[llm clean] completed=1239400 submitted=1239471 kept=3579325 rejected=125871 last=keep reason=rewritten
+[llm clean] completed=1239500 submitted=1239571 kept=3579423 rejected=125873 last=keep reason=rewritten
+[llm clean] completed=1239600 submitted=1239671 kept=3579517 rejected=125879 last=keep reason=rewritten
+[llm clean] completed=1239700 submitted=1239771 kept=3579614 rejected=125882 last=keep reason=rewritten
+[llm clean] completed=1239800 submitted=1239871 kept=3579709 rejected=125887 last=keep reason=rewritten
+[llm clean] completed=1239900 submitted=1239971 kept=3579807 rejected=125889 last=keep reason=rewritten
+[llm clean] completed=1240000 submitted=1240071 kept=3579905 rejected=125891 last=keep reason=rewritten
+[llm clean] completed=1240100 submitted=1240171 kept=3580005 rejected=125891 last=keep reason=rewritten
+[llm clean] completed=1240200 submitted=1240271 kept=3580100 rejected=125896 last=reject reason=The text is a collection of disjointed user reviews, comments, and metadata from a forum or archive site. It lacks a coh
+[llm clean] completed=1240300 submitted=1240371 kept=3580197 rejected=125899 last=keep reason=rewritten
+[llm clean] completed=1240400 submitted=1240471 kept=3580297 rejected=125899 last=keep reason=rewritten
+[llm clean] completed=1240500 submitted=1240571 kept=3580396 rejected=125900 last=keep reason=rewritten
+[llm clean] completed=1240600 submitted=1240671 kept=3580491 rejected=125905 last=keep reason=rewritten
+[llm clean] completed=1240700 submitted=1240771 kept=3580589 rejected=125907 last=keep reason=rewritten
+[llm clean] completed=1240800 submitted=1240871 kept=3580681 rejected=125915 last=keep reason=rewritten
+[llm clean] completed=1240900 submitted=1240971 kept=3580778 rejected=125918 last=keep reason=rewritten
+[llm clean] completed=1241000 submitted=1241071 kept=3580876 rejected=125920 last=keep reason=rewritten
+[llm clean] completed=1241100 submitted=1241171 kept=3580975 rejected=125921 last=keep reason=rewritten
+[llm clean] completed=1241200 submitted=1241271 kept=3581075 rejected=125921 last=keep reason=rewritten
+[llm clean] completed=1241300 submitted=1241371 kept=3581173 rejected=125923 last=keep reason=rewritten
+[llm clean] completed=1241400 submitted=1241471 kept=3581272 rejected=125924 last=keep reason=rewritten
+[llm clean] completed=1241500 submitted=1241571 kept=3581372 rejected=125924 last=keep reason=rewritten
+[llm clean] completed=1241600 submitted=1241671 kept=3581471 rejected=125925 last=keep reason=rewritten
+[llm clean] completed=1241700 submitted=1241771 kept=3581566 rejected=125930 last=keep reason=rewritten
+[llm clean] completed=1241800 submitted=1241871 kept=3581663 rejected=125933 last=keep reason=rewritten
+[llm clean] completed=1241900 submitted=1241971 kept=3581762 rejected=125934 last=keep reason=rewritten
+[llm clean] completed=1242000 submitted=1242071 kept=3581860 rejected=125936 last=keep reason=rewritten
+[llm clean] completed=1242100 submitted=1242171 kept=3581960 rejected=125936 last=keep reason=rewritten
+[llm clean] completed=1242200 submitted=1242271 kept=3582055 rejected=125941 last=keep reason=rewritten
+[llm clean] completed=1242300 submitted=1242371 kept=3582146 rejected=125950 last=keep reason=rewritten
+[llm clean] completed=1242400 submitted=1242471 kept=3582245 rejected=125951 last=keep reason=rewritten
+[llm clean] completed=1242500 submitted=1242571 kept=3582345 rejected=125951 last=keep reason=rewritten
+[llm clean] completed=1242600 submitted=1242671 kept=3582441 rejected=125955 last=keep reason=rewritten
+[llm clean] completed=1242700 submitted=1242771 kept=3582538 rejected=125958 last=reject reason=The text is a tracklist for a music compilation or mix, consisting mostly of song titles and artist names without meanin
+[llm clean] completed=1242800 submitted=1242871 kept=3582636 rejected=125960 last=keep reason=rewritten
+[llm clean] completed=1242900 submitted=1242971 kept=3582733 rejected=125963 last=reject reason=The text is a fragmented list of photo captions and metadata from a photo gallery, lacking coherent narrative structure 
+[llm clean] completed=1243000 submitted=1243071 kept=3582828 rejected=125968 last=reject reason=The input consists entirely of repetitive titles, section headers, and a single unrelated headline without any coherent 
+[llm clean] completed=1243100 submitted=1243171 kept=3582928 rejected=125968 last=keep reason=rewritten
+[llm clean] completed=1243200 submitted=1243271 kept=3583019 rejected=125977 last=keep reason=rewritten
+[llm clean] completed=1243300 submitted=1243371 kept=3583116 rejected=125980 last=keep reason=rewritten
+[llm clean] completed=1243400 submitted=1243471 kept=3583213 rejected=125983 last=keep reason=rewritten
+[llm clean] completed=1243500 submitted=1243571 kept=3583309 rejected=125987 last=keep reason=rewritten
+[llm clean] completed=1243600 submitted=1243671 kept=3583406 rejected=125990 last=keep reason=rewritten
+[llm clean] completed=1243700 submitted=1243771 kept=3583501 rejected=125995 last=keep reason=rewritten
+[llm clean] completed=1243800 submitted=1243871 kept=3583601 rejected=125995 last=keep reason=rewritten
+[llm clean] completed=1243900 submitted=1243971 kept=3583696 rejected=126000 last=reject reason=The text is mostly a list of unrelated headlines, links, and metadata fragments rather than a coherent article passage.
+[llm clean] completed=1244000 submitted=1244071 kept=3583791 rejected=126005 last=keep reason=rewritten
+[llm clean] completed=1244100 submitted=1244171 kept=3583888 rejected=126008 last=keep reason=rewritten
+[llm clean] completed=1244200 submitted=1244271 kept=3583984 rejected=126012 last=keep reason=rewritten
+[llm clean] completed=1244300 submitted=1244371 kept=3584081 rejected=126015 last=keep reason=rewritten
+[llm clean] completed=1244400 submitted=1244471 kept=3584179 rejected=126017 last=keep reason=rewritten
+[llm clean] completed=1244500 submitted=1244570 kept=3584278 rejected=126018 last=keep reason=rewritten
+[llm clean] completed=1244600 submitted=1244671 kept=3584378 rejected=126018 last=keep reason=rewritten
+[llm clean] completed=1244700 submitted=1244771 kept=3584474 rejected=126022 last=keep reason=rewritten
+[llm clean] completed=1244800 submitted=1244871 kept=3584566 rejected=126030 last=keep reason=rewritten
+[llm clean] completed=1244900 submitted=1244971 kept=3584663 rejected=126033 last=keep reason=rewritten
+[llm clean] completed=1245000 submitted=1245071 kept=3584762 rejected=126034 last=keep reason=rewritten
+[llm clean] completed=1245100 submitted=1245171 kept=3584860 rejected=126036 last=keep reason=rewritten
+[llm clean] completed=1245200 submitted=1245271 kept=3584957 rejected=126039 last=keep reason=rewritten
+[llm clean] completed=1245300 submitted=1245371 kept=3585056 rejected=126040 last=keep reason=rewritten
+[llm clean] completed=1245400 submitted=1245471 kept=3585155 rejected=126041 last=keep reason=rewritten
+[llm clean] completed=1245500 submitted=1245571 kept=3585255 rejected=126041 last=keep reason=rewritten
+[llm clean] completed=1245600 submitted=1245671 kept=3585351 rejected=126045 last=keep reason=rewritten
+[llm clean] completed=1245700 submitted=1245771 kept=3585449 rejected=126047 last=keep reason=rewritten
+[llm clean] completed=1245800 submitted=1245871 kept=3585543 rejected=126053 last=keep reason=rewritten
+[llm clean] completed=1245900 submitted=1245971 kept=3585640 rejected=126056 last=keep reason=rewritten
+[llm clean] completed=1246000 submitted=1246071 kept=3585740 rejected=126056 last=keep reason=rewritten
+[llm clean] completed=1246100 submitted=1246171 kept=3585824 rejected=126072 last=reject reason=The text is a fragmented list of game skill descriptions, stats, and requirements without coherent prose structure or na
+[llm clean] completed=1246200 submitted=1246271 kept=3585913 rejected=126083 last=keep reason=rewritten
+[llm clean] completed=1246300 submitted=1246371 kept=3586004 rejected=126092 last=keep reason=rewritten
+[llm clean] completed=1246400 submitted=1246471 kept=3586103 rejected=126093 last=keep reason=rewritten
+[llm clean] completed=1246500 submitted=1246571 kept=3586203 rejected=126093 last=keep reason=rewritten
+[llm clean] completed=1246600 submitted=1246671 kept=3586300 rejected=126096 last=keep reason=rewritten
+[llm clean] completed=1246700 submitted=1246771 kept=3586395 rejected=126101 last=keep reason=rewritten
+[llm clean] completed=1246800 submitted=1246871 kept=3586495 rejected=126101 last=keep reason=rewritten
+[llm clean] completed=1246900 submitted=1246971 kept=3586594 rejected=126102 last=keep reason=rewritten
+[llm clean] completed=1247000 submitted=1247071 kept=3586688 rejected=126108 last=keep reason=rewritten
+[llm clean] completed=1247100 submitted=1247171 kept=3586786 rejected=126110 last=keep reason=rewritten
+[llm clean] completed=1247200 submitted=1247271 kept=3586867 rejected=126129 last=keep reason=rewritten
+[llm clean] completed=1247300 submitted=1247371 kept=3586966 rejected=126130 last=keep reason=rewritten
+[llm clean] completed=1247400 submitted=1247471 kept=3587065 rejected=126131 last=keep reason=rewritten
+[llm clean] completed=1247500 submitted=1247571 kept=3587158 rejected=126138 last=keep reason=rewritten
+[llm clean] completed=1247600 submitted=1247671 kept=3587258 rejected=126138 last=keep reason=rewritten
+[llm clean] completed=1247700 submitted=1247771 kept=3587356 rejected=126140 last=keep reason=rewritten
+[llm clean] completed=1247800 submitted=1247871 kept=3587454 rejected=126142 last=keep reason=rewritten
+[llm clean] completed=1247900 submitted=1247971 kept=3587553 rejected=126143 last=keep reason=rewritten
+[llm clean] completed=1248000 submitted=1248071 kept=3587652 rejected=126144 last=keep reason=rewritten
+[llm clean] completed=1248100 submitted=1248171 kept=3587750 rejected=126146 last=keep reason=rewritten
+[llm clean] completed=1248200 submitted=1248271 kept=3587850 rejected=126146 last=keep reason=rewritten
+[llm clean] completed=1248300 submitted=1248371 kept=3587947 rejected=126149 last=keep reason=rewritten
+[llm clean] completed=1248400 submitted=1248471 kept=3588047 rejected=126149 last=keep reason=rewritten
+[llm clean] completed=1248500 submitted=1248571 kept=3588144 rejected=126152 last=keep reason=rewritten
+[llm clean] completed=1248600 submitted=1248671 kept=3588240 rejected=126156 last=keep reason=rewritten
+[llm clean] completed=1248700 submitted=1248771 kept=3588336 rejected=126160 last=keep reason=rewritten
+[llm clean] completed=1248800 submitted=1248871 kept=3588434 rejected=126162 last=keep reason=rewritten
+[llm clean] completed=1248900 submitted=1248971 kept=3588528 rejected=126168 last=keep reason=rewritten
+[llm clean] completed=1249000 submitted=1249071 kept=3588620 rejected=126176 last=keep reason=rewritten
+[llm clean] completed=1249100 submitted=1249171 kept=3588719 rejected=126177 last=keep reason=rewritten
+[llm clean] completed=1249200 submitted=1249271 kept=3588813 rejected=126183 last=keep reason=rewritten
+[llm clean] completed=1249300 submitted=1249371 kept=3588912 rejected=126184 last=keep reason=rewritten
+[llm clean] completed=1249400 submitted=1249471 kept=3589006 rejected=126190 last=keep reason=rewritten
+[llm clean] completed=1249500 submitted=1249571 kept=3589101 rejected=126195 last=keep reason=rewritten
+[llm clean] completed=1249600 submitted=1249671 kept=3589201 rejected=126195 last=keep reason=rewritten
+[llm clean] completed=1249700 submitted=1249771 kept=3589295 rejected=126201 last=keep reason=rewritten
+[llm clean] completed=1249800 submitted=1249871 kept=3589389 rejected=126207 last=keep reason=rewritten
+[llm clean] completed=1249900 submitted=1249971 kept=3589488 rejected=126208 last=keep reason=rewritten
+[llm clean] completed=1250000 submitted=1250071 kept=3589586 rejected=126210 last=keep reason=rewritten
+[llm clean] completed=1250100 submitted=1250171 kept=3589682 rejected=126214 last=keep reason=rewritten
+[llm clean] completed=1250200 submitted=1250271 kept=3589781 rejected=126215 last=keep reason=rewritten
+[llm clean] completed=1250300 submitted=1250371 kept=3589881 rejected=126215 last=keep reason=rewritten
+[llm clean] completed=1250400 submitted=1250471 kept=3589980 rejected=126216 last=keep reason=rewritten
+[llm clean] completed=1250500 submitted=1250571 kept=3590079 rejected=126217 last=keep reason=rewritten
+[llm clean] completed=1250600 submitted=1250671 kept=3590175 rejected=126221 last=keep reason=rewritten
+[llm clean] completed=1250700 submitted=1250771 kept=3590272 rejected=126224 last=keep reason=rewritten
+[llm clean] completed=1250800 submitted=1250871 kept=3590370 rejected=126226 last=keep reason=rewritten
+[llm clean] completed=1250900 submitted=1250971 kept=3590464 rejected=126232 last=keep reason=rewritten
+[llm clean] completed=1251000 submitted=1251071 kept=3590561 rejected=126235 last=keep reason=rewritten
+[llm clean] completed=1251100 submitted=1251171 kept=3590660 rejected=126236 last=keep reason=rewritten
+[llm clean] completed=1251200 submitted=1251271 kept=3590760 rejected=126236 last=keep reason=rewritten
+[llm clean] completed=1251300 submitted=1251371 kept=3590858 rejected=126238 last=keep reason=rewritten
+[llm clean] completed=1251400 submitted=1251471 kept=3590948 rejected=126248 last=keep reason=rewritten
+[llm clean] completed=1251500 submitted=1251571 kept=3591041 rejected=126255 last=keep reason=rewritten
+[llm clean] completed=1251600 submitted=1251671 kept=3591141 rejected=126255 last=keep reason=rewritten
+[llm clean] completed=1251700 submitted=1251771 kept=3591241 rejected=126255 last=keep reason=rewritten
+[llm clean] completed=1251800 submitted=1251871 kept=3591336 rejected=126260 last=keep reason=rewritten
+[llm clean] completed=1251900 submitted=1251971 kept=3591435 rejected=126261 last=keep reason=rewritten
+[llm clean] completed=1252000 submitted=1252071 kept=3591533 rejected=126263 last=keep reason=rewritten
+[llm clean] completed=1252100 submitted=1252171 kept=3591631 rejected=126265 last=keep reason=rewritten
+[llm clean] completed=1252200 submitted=1252271 kept=3591728 rejected=126268 last=keep reason=rewritten
+[llm clean] completed=1252300 submitted=1252371 kept=3591827 rejected=126269 last=keep reason=rewritten
+[llm clean] completed=1252400 submitted=1252471 kept=3591923 rejected=126273 last=keep reason=rewritten
+[llm clean] completed=1252500 submitted=1252571 kept=3592013 rejected=126283 last=keep reason=rewritten
+[llm clean] completed=1252600 submitted=1252671 kept=3592111 rejected=126285 last=keep reason=rewritten
+[llm clean] completed=1252700 submitted=1252771 kept=3592211 rejected=126285 last=keep reason=rewritten
+[llm clean] completed=1252800 submitted=1252871 kept=3592307 rejected=126289 last=keep reason=rewritten
+[llm clean] completed=1252900 submitted=1252971 kept=3592395 rejected=126301 last=reject reason=The input is a raw database dump or code array structure containing item statistics and metadata for a video game, lacki
+[llm clean] completed=1253000 submitted=1253071 kept=3592464 rejected=126332 last=keep reason=rewritten
+[llm clean] completed=1253100 submitted=1253171 kept=3592561 rejected=126335 last=keep reason=rewritten
+[llm clean] completed=1253200 submitted=1253271 kept=3592661 rejected=126335 last=keep reason=rewritten
+[llm clean] completed=1253300 submitted=1253371 kept=3592761 rejected=126335 last=keep reason=rewritten
+[llm clean] completed=1253400 submitted=1253471 kept=3592860 rejected=126336 last=keep reason=rewritten
+[llm clean] completed=1253500 submitted=1253571 kept=3592958 rejected=126338 last=keep reason=rewritten
+[llm clean] completed=1253600 submitted=1253671 kept=3593055 rejected=126341 last=keep reason=rewritten
+[llm clean] completed=1253700 submitted=1253771 kept=3593154 rejected=126342 last=keep reason=rewritten
+[llm clean] completed=1253800 submitted=1253871 kept=3593251 rejected=126345 last=keep reason=rewritten
+[llm clean] completed=1253900 submitted=1253971 kept=3593349 rejected=126347 last=keep reason=rewritten
+[llm clean] completed=1254000 submitted=1254071 kept=3593448 rejected=126348 last=keep reason=rewritten
+[llm clean] completed=1254100 submitted=1254171 kept=3593540 rejected=126356 last=keep reason=rewritten
+[llm clean] completed=1254200 submitted=1254271 kept=3593640 rejected=126356 last=keep reason=rewritten
+[llm clean] completed=1254300 submitted=1254371 kept=3593740 rejected=126356 last=keep reason=rewritten
+[llm clean] completed=1254400 submitted=1254471 kept=3593837 rejected=126359 last=keep reason=rewritten
+[llm clean] completed=1254500 submitted=1254571 kept=3593930 rejected=126366 last=keep reason=rewritten
+[llm clean] completed=1254600 submitted=1254671 kept=3594027 rejected=126369 last=keep reason=rewritten
+[llm clean] completed=1254700 submitted=1254771 kept=3594125 rejected=126371 last=keep reason=rewritten
+[llm clean] completed=1254800 submitted=1254871 kept=3594222 rejected=126374 last=keep reason=rewritten
+[llm clean] completed=1254900 submitted=1254971 kept=3594312 rejected=126384 last=keep reason=rewritten
+[llm clean] completed=1255000 submitted=1255071 kept=3594409 rejected=126387 last=keep reason=rewritten
+[llm clean] completed=1255100 submitted=1255171 kept=3594508 rejected=126388 last=keep reason=rewritten
+[llm clean] completed=1255200 submitted=1255271 kept=3594605 rejected=126391 last=keep reason=rewritten
+[llm clean] completed=1255300 submitted=1255371 kept=3594705 rejected=126391 last=keep reason=rewritten
+[llm clean] completed=1255400 submitted=1255471 kept=3594802 rejected=126394 last=keep reason=rewritten
+[llm clean] completed=1255500 submitted=1255571 kept=3594897 rejected=126399 last=keep reason=rewritten
+[llm clean] completed=1255600 submitted=1255671 kept=3594984 rejected=126412 last=keep reason=rewritten
+[llm clean] completed=1255700 submitted=1255771 kept=3595079 rejected=126417 last=keep reason=rewritten
+[llm clean] completed=1255800 submitted=1255871 kept=3595176 rejected=126420 last=keep reason=rewritten
+[llm clean] completed=1255900 submitted=1255971 kept=3595276 rejected=126420 last=keep reason=rewritten
+[llm clean] completed=1256000 submitted=1256071 kept=3595375 rejected=126421 last=keep reason=rewritten
+[llm clean] completed=1256100 submitted=1256171 kept=3595472 rejected=126424 last=keep reason=rewritten
+[llm clean] completed=1256200 submitted=1256271 kept=3595572 rejected=126424 last=keep reason=rewritten
+[llm clean] completed=1256300 submitted=1256371 kept=3595666 rejected=126430 last=keep reason=rewritten
+[llm clean] completed=1256400 submitted=1256471 kept=3595764 rejected=126432 last=keep reason=rewritten
+[llm clean] completed=1256500 submitted=1256571 kept=3595862 rejected=126434 last=keep reason=rewritten
+[llm clean] completed=1256600 submitted=1256671 kept=3595959 rejected=126437 last=keep reason=rewritten
+[llm clean] completed=1256700 submitted=1256771 kept=3596055 rejected=126441 last=keep reason=rewritten
+[llm clean] completed=1256800 submitted=1256871 kept=3596153 rejected=126443 last=keep reason=rewritten
+[llm clean] completed=1256900 submitted=1256971 kept=3596251 rejected=126445 last=keep reason=rewritten
+[llm clean] completed=1257000 submitted=1257071 kept=3596349 rejected=126447 last=keep reason=rewritten
+[llm clean] completed=1257100 submitted=1257171 kept=3596438 rejected=126458 last=keep reason=rewritten
+[llm clean] completed=1257200 submitted=1257271 kept=3596536 rejected=126460 last=keep reason=rewritten
+[llm clean] completed=1257300 submitted=1257371 kept=3596633 rejected=126463 last=keep reason=rewritten
+[llm clean] completed=1257400 submitted=1257471 kept=3596729 rejected=126467 last=keep reason=rewritten
+[llm clean] completed=1257500 submitted=1257571 kept=3596829 rejected=126467 last=keep reason=rewritten
+[llm clean] completed=1257600 submitted=1257671 kept=3596926 rejected=126470 last=reject reason=The text is a collection of disjointed Twitter replies and retweets without a coherent narrative or article structure. I
+[llm clean] completed=1257700 submitted=1257771 kept=3597021 rejected=126475 last=keep reason=rewritten
+[llm clean] completed=1257800 submitted=1257871 kept=3597118 rejected=126478 last=keep reason=rewritten
+[llm clean] completed=1257900 submitted=1257971 kept=3597212 rejected=126484 last=keep reason=rewritten
+[llm clean] completed=1258000 submitted=1258071 kept=3597300 rejected=126496 last=keep reason=rewritten
+[llm clean] completed=1258100 submitted=1258171 kept=3597400 rejected=126496 last=keep reason=rewritten
+[llm clean] completed=1258200 submitted=1258271 kept=3597498 rejected=126498 last=keep reason=rewritten
+[llm clean] completed=1258300 submitted=1258371 kept=3597595 rejected=126501 last=keep reason=rewritten
+[llm clean] completed=1258400 submitted=1258471 kept=3597693 rejected=126503 last=keep reason=rewritten
+[llm clean] completed=1258500 submitted=1258571 kept=3597791 rejected=126505 last=keep reason=rewritten
+[llm clean] completed=1258600 submitted=1258671 kept=3597890 rejected=126506 last=keep reason=rewritten
+[llm clean] completed=1258700 submitted=1258771 kept=3597987 rejected=126509 last=keep reason=rewritten
+[llm clean] completed=1258800 submitted=1258871 kept=3598087 rejected=126509 last=keep reason=rewritten
+[llm clean] completed=1258900 submitted=1258971 kept=3598186 rejected=126510 last=keep reason=rewritten
+[llm clean] completed=1259000 submitted=1259071 kept=3598284 rejected=126512 last=keep reason=rewritten
+[llm clean] completed=1259100 submitted=1259171 kept=3598384 rejected=126512 last=keep reason=rewritten
+[llm clean] completed=1259200 submitted=1259271 kept=3598483 rejected=126513 last=keep reason=rewritten
+[llm clean] completed=1259300 submitted=1259371 kept=3598578 rejected=126518 last=keep reason=rewritten
+[llm clean] completed=1259400 submitted=1259471 kept=3598673 rejected=126523 last=keep reason=rewritten
+[llm clean] completed=1259500 submitted=1259571 kept=3598766 rejected=126530 last=keep reason=rewritten
+[llm clean] completed=1259600 submitted=1259671 kept=3598861 rejected=126535 last=keep reason=rewritten
+[llm clean] completed=1259700 submitted=1259771 kept=3598960 rejected=126536 last=keep reason=rewritten
+[llm clean] completed=1259800 submitted=1259871 kept=3599059 rejected=126537 last=keep reason=rewritten
+[llm clean] completed=1259900 submitted=1259971 kept=3599156 rejected=126540 last=reject reason=The input is a fragmented list of video game titles and compatibility notes, lacking coherent prose structure or meaning
+[llm clean] completed=1260000 submitted=1260071 kept=3599249 rejected=126547 last=keep reason=rewritten
+[llm clean] completed=1260100 submitted=1260171 kept=3599348 rejected=126548 last=keep reason=rewritten
+[llm clean] completed=1260200 submitted=1260271 kept=3599448 rejected=126548 last=keep reason=rewritten
+[llm clean] completed=1260300 submitted=1260371 kept=3599548 rejected=126548 last=keep reason=rewritten
+[llm clean] completed=1260400 submitted=1260471 kept=3599645 rejected=126551 last=keep reason=rewritten
+[llm clean] completed=1260500 submitted=1260571 kept=3599743 rejected=126553 last=keep reason=rewritten
+[llm clean] completed=1260600 submitted=1260671 kept=3599810 rejected=126586 last=reject reason=The text is a garbled, machine-translated list of patch notes and bug fixes for a video game (Path of Exile). It lacks c
+[llm clean] completed=1260700 submitted=1260771 kept=3599906 rejected=126590 last=keep reason=rewritten
+[llm clean] completed=1260800 submitted=1260871 kept=3600004 rejected=126592 last=keep reason=rewritten
+[llm clean] completed=1260900 submitted=1260971 kept=3600100 rejected=126596 last=keep reason=rewritten
+[llm clean] completed=1261000 submitted=1261071 kept=3600198 rejected=126598 last=keep reason=rewritten
+[llm clean] completed=1261100 submitted=1261171 kept=3600295 rejected=126601 last=keep reason=rewritten
+[llm clean] completed=1261200 submitted=1261271 kept=3600393 rejected=126603 last=keep reason=rewritten
+[llm clean] completed=1261300 submitted=1261371 kept=3600491 rejected=126605 last=keep reason=rewritten
+[llm clean] completed=1261400 submitted=1261471 kept=3600585 rejected=126611 last=keep reason=rewritten
+[llm clean] completed=1261500 submitted=1261571 kept=3600678 rejected=126618 last=keep reason=rewritten
+[llm clean] completed=1261600 submitted=1261671 kept=3600776 rejected=126620 last=keep reason=rewritten
+[llm clean] completed=1261700 submitted=1261771 kept=3600874 rejected=126622 last=keep reason=rewritten
+[llm clean] completed=1261800 submitted=1261871 kept=3600972 rejected=126624 last=keep reason=rewritten
+[llm clean] completed=1261900 submitted=1261971 kept=3601071 rejected=126625 last=keep reason=rewritten
+[llm clean] completed=1262000 submitted=1262071 kept=3601168 rejected=126628 last=keep reason=rewritten
+[llm clean] completed=1262100 submitted=1262171 kept=3601264 rejected=126632 last=keep reason=rewritten
+[llm clean] completed=1262200 submitted=1262271 kept=3601360 rejected=126636 last=keep reason=rewritten
+[llm clean] completed=1262300 submitted=1262371 kept=3601457 rejected=126639 last=keep reason=rewritten
+[llm clean] completed=1262400 submitted=1262471 kept=3601556 rejected=126640 last=keep reason=rewritten
+[llm clean] completed=1262500 submitted=1262571 kept=3601655 rejected=126641 last=keep reason=rewritten
+[llm clean] completed=1262600 submitted=1262671 kept=3601753 rejected=126643 last=keep reason=rewritten
+[llm clean] completed=1262700 submitted=1262771 kept=3601849 rejected=126647 last=keep reason=rewritten
+[llm clean] completed=1262800 submitted=1262871 kept=3601947 rejected=126649 last=keep reason=rewritten
+[llm clean] completed=1262900 submitted=1262971 kept=3602039 rejected=126657 last=keep reason=rewritten
+[llm clean] completed=1263000 submitted=1263071 kept=3602133 rejected=126663 last=keep reason=rewritten
+[llm clean] completed=1263100 submitted=1263171 kept=3602232 rejected=126664 last=keep reason=rewritten
+[llm clean] completed=1263200 submitted=1263271 kept=3602332 rejected=126664 last=keep reason=rewritten
+[llm clean] completed=1263300 submitted=1263371 kept=3602430 rejected=126666 last=keep reason=rewritten
+[llm clean] completed=1263400 submitted=1263471 kept=3602524 rejected=126672 last=keep reason=rewritten
+[llm clean] completed=1263500 submitted=1263571 kept=3602623 rejected=126673 last=keep reason=rewritten
+[llm clean] completed=1263600 submitted=1263671 kept=3602722 rejected=126674 last=keep reason=rewritten
+[llm clean] completed=1263700 submitted=1263771 kept=3602819 rejected=126677 last=keep reason=rewritten
+[llm clean] completed=1263800 submitted=1263871 kept=3602915 rejected=126681 last=keep reason=rewritten
+[llm clean] completed=1263900 submitted=1263971 kept=3603013 rejected=126683 last=keep reason=rewritten
+[llm clean] completed=1264000 submitted=1264071 kept=3603111 rejected=126685 last=keep reason=rewritten
+[llm clean] completed=1264100 submitted=1264171 kept=3603209 rejected=126687 last=keep reason=rewritten
+[llm clean] completed=1264200 submitted=1264271 kept=3603309 rejected=126687 last=keep reason=rewritten
+[llm clean] completed=1264300 submitted=1264371 kept=3603407 rejected=126689 last=keep reason=rewritten
+[llm clean] completed=1264400 submitted=1264471 kept=3603504 rejected=126692 last=keep reason=rewritten
+[llm clean] completed=1264500 submitted=1264571 kept=3603601 rejected=126695 last=keep reason=rewritten
+[llm clean] completed=1264600 submitted=1264671 kept=3603696 rejected=126700 last=keep reason=rewritten
+[llm clean] completed=1264700 submitted=1264771 kept=3603794 rejected=126702 last=keep reason=rewritten
+[llm clean] completed=1264800 submitted=1264871 kept=3603891 rejected=126705 last=keep reason=rewritten
+[llm clean] completed=1264900 submitted=1264971 kept=3603986 rejected=126710 last=keep reason=rewritten
+[llm clean] completed=1265000 submitted=1265071 kept=3604085 rejected=126711 last=keep reason=rewritten
+[llm clean] completed=1265100 submitted=1265171 kept=3604181 rejected=126715 last=keep reason=rewritten
+[llm clean] completed=1265200 submitted=1265271 kept=3604280 rejected=126716 last=keep reason=rewritten
+[llm clean] completed=1265300 submitted=1265371 kept=3604379 rejected=126717 last=keep reason=rewritten
+[llm clean] completed=1265400 submitted=1265471 kept=3604479 rejected=126717 last=keep reason=rewritten
+[llm clean] completed=1265500 submitted=1265571 kept=3604576 rejected=126720 last=keep reason=rewritten
+[llm clean] completed=1265600 submitted=1265671 kept=3604671 rejected=126725 last=keep reason=rewritten
+[llm clean] completed=1265700 submitted=1265771 kept=3604767 rejected=126729 last=keep reason=rewritten
+[llm clean] completed=1265800 submitted=1265871 kept=3604860 rejected=126736 last=keep reason=rewritten
+[llm clean] completed=1265900 submitted=1265971 kept=3604956 rejected=126740 last=keep reason=rewritten
+[llm clean] completed=1266000 submitted=1266071 kept=3605055 rejected=126741 last=keep reason=rewritten
+[llm clean] completed=1266100 submitted=1266171 kept=3605148 rejected=126748 last=keep reason=rewritten
+[llm clean] completed=1266200 submitted=1266271 kept=3605242 rejected=126754 last=keep reason=rewritten
+[llm clean] completed=1266300 submitted=1266371 kept=3605340 rejected=126756 last=keep reason=rewritten
+[llm clean] completed=1266400 submitted=1266471 kept=3605438 rejected=126758 last=keep reason=rewritten
+[llm clean] completed=1266500 submitted=1266571 kept=3605535 rejected=126761 last=keep reason=rewritten
+[llm clean] completed=1266600 submitted=1266671 kept=3605631 rejected=126765 last=keep reason=rewritten
+[llm clean] completed=1266700 submitted=1266771 kept=3605725 rejected=126771 last=keep reason=rewritten
+[llm clean] completed=1266800 submitted=1266871 kept=3605822 rejected=126774 last=keep reason=rewritten
+[llm clean] completed=1266900 submitted=1266971 kept=3605922 rejected=126774 last=keep reason=rewritten
+[llm clean] completed=1267000 submitted=1267071 kept=3606018 rejected=126778 last=keep reason=rewritten
+[llm clean] completed=1267100 submitted=1267171 kept=3606114 rejected=126782 last=keep reason=rewritten
+[llm clean] completed=1267200 submitted=1267271 kept=3606210 rejected=126786 last=keep reason=rewritten
+[llm clean] completed=1267300 submitted=1267371 kept=3606310 rejected=126786 last=keep reason=rewritten
+[llm clean] completed=1267400 submitted=1267471 kept=3606409 rejected=126787 last=keep reason=rewritten
+[llm clean] completed=1267500 submitted=1267571 kept=3606506 rejected=126790 last=reject reason=The text is primarily Clojure code snippets, REPL output, and a raw data table. It lacks coherent prose structure and ca
+[llm clean] completed=1267600 submitted=1267671 kept=3606604 rejected=126792 last=keep reason=rewritten
+[llm clean] completed=1267700 submitted=1267771 kept=3606694 rejected=126802 last=keep reason=rewritten
+[llm clean] completed=1267800 submitted=1267871 kept=3606794 rejected=126802 last=keep reason=rewritten
+[llm clean] completed=1267900 submitted=1267971 kept=3606893 rejected=126803 last=keep reason=rewritten
+[llm clean] completed=1268000 submitted=1268070 kept=3606988 rejected=126808 last=keep reason=rewritten
+[llm clean] completed=1268100 submitted=1268171 kept=3607078 rejected=126818 last=keep reason=rewritten
+[llm clean] completed=1268200 submitted=1268271 kept=3607174 rejected=126822 last=keep reason=rewritten
+[llm clean] completed=1268300 submitted=1268371 kept=3607266 rejected=126830 last=keep reason=rewritten
+[llm clean] completed=1268400 submitted=1268471 kept=3607363 rejected=126833 last=keep reason=rewritten
+[llm clean] completed=1268500 submitted=1268571 kept=3607461 rejected=126835 last=keep reason=rewritten
+[llm clean] completed=1268600 submitted=1268671 kept=3607557 rejected=126839 last=reject reason=The text is primarily a list of match scores and results without meaningful narrative context, making it unsuitable for 
+[llm clean] completed=1268700 submitted=1268771 kept=3607657 rejected=126839 last=keep reason=rewritten
+[llm clean] completed=1268800 submitted=1268871 kept=3607755 rejected=126841 last=keep reason=rewritten
+[llm clean] completed=1268900 submitted=1268971 kept=3607854 rejected=126842 last=keep reason=rewritten
+[llm clean] completed=1269000 submitted=1269071 kept=3607953 rejected=126843 last=keep reason=rewritten
+[llm clean] completed=1269100 submitted=1269171 kept=3608051 rejected=126845 last=keep reason=rewritten
+[llm clean] completed=1269200 submitted=1269271 kept=3608149 rejected=126847 last=keep reason=rewritten
+[llm clean] completed=1269300 submitted=1269371 kept=3608247 rejected=126849 last=keep reason=rewritten
+[llm clean] completed=1269400 submitted=1269471 kept=3608339 rejected=126857 last=keep reason=rewritten
+[llm clean] completed=1269500 submitted=1269571 kept=3608433 rejected=126863 last=reject reason=The text is a list of academic references and citations, which falls under the category of low-context fragments and ros
+[llm clean] completed=1269600 submitted=1269671 kept=3608532 rejected=126864 last=keep reason=rewritten
+[llm clean] completed=1269700 submitted=1269771 kept=3608631 rejected=126865 last=keep reason=rewritten
+[llm clean] completed=1269800 submitted=1269871 kept=3608729 rejected=126867 last=keep reason=rewritten
+[llm clean] completed=1269900 submitted=1269971 kept=3608827 rejected=126869 last=keep reason=rewritten
+[llm clean] completed=1270000 submitted=1270071 kept=3608927 rejected=126869 last=keep reason=rewritten
+[llm clean] completed=1270100 submitted=1270171 kept=3609024 rejected=126872 last=keep reason=rewritten
+[llm clean] completed=1270200 submitted=1270271 kept=3609123 rejected=126873 last=keep reason=rewritten
+[llm clean] completed=1270300 submitted=1270371 kept=3609214 rejected=126882 last=keep reason=rewritten
+[llm clean] completed=1270400 submitted=1270471 kept=3609308 rejected=126888 last=keep reason=rewritten
+[llm clean] completed=1270500 submitted=1270571 kept=3609406 rejected=126890 last=keep reason=rewritten
+[llm clean] completed=1270600 submitted=1270671 kept=3609502 rejected=126894 last=keep reason=rewritten
+[llm clean] completed=1270700 submitted=1270771 kept=3609600 rejected=126896 last=reject reason=The text is a raw, unstructured list of station names without any context, narrative, or meaningful prose structure.
+[llm clean] completed=1270800 submitted=1270871 kept=3609693 rejected=126903 last=keep reason=rewritten
+[llm clean] completed=1270900 submitted=1270971 kept=3609791 rejected=126905 last=keep reason=rewritten
+[llm clean] completed=1271000 submitted=1271071 kept=3609888 rejected=126908 last=keep reason=rewritten
+[llm clean] completed=1271100 submitted=1271171 kept=3609987 rejected=126909 last=keep reason=rewritten
+[llm clean] completed=1271200 submitted=1271271 kept=3610072 rejected=126924 last=keep reason=rewritten
+[llm clean] completed=1271300 submitted=1271371 kept=3610165 rejected=126931 last=keep reason=rewritten
+[llm clean] completed=1271400 submitted=1271471 kept=3610262 rejected=126934 last=keep reason=rewritten
+[llm clean] completed=1271500 submitted=1271571 kept=3610361 rejected=126935 last=keep reason=rewritten
+[llm clean] completed=1271600 submitted=1271671 kept=3610458 rejected=126938 last=keep reason=rewritten
+[llm clean] completed=1271700 submitted=1271771 kept=3610557 rejected=126939 last=keep reason=rewritten
+[llm clean] completed=1271800 submitted=1271871 kept=3610654 rejected=126942 last=keep reason=rewritten
+[llm clean] completed=1271900 submitted=1271971 kept=3610752 rejected=126944 last=keep reason=rewritten
+[llm clean] completed=1272000 submitted=1272071 kept=3610851 rejected=126945 last=keep reason=rewritten
+[llm clean] completed=1272100 submitted=1272171 kept=3610945 rejected=126951 last=reject reason=The text is a collection of unrelated plot summaries and metadata fragments (likely from a movie database or wiki) rathe
+[llm clean] completed=1272200 submitted=1272271 kept=3611043 rejected=126953 last=keep reason=rewritten
+[llm clean] completed=1272300 submitted=1272371 kept=3611139 rejected=126957 last=keep reason=rewritten
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+[llm clean] completed=1273900 submitted=1273971 kept=3612700 rejected=126996 last=reject reason=The text consists entirely of promotional boilerplate, terms and conditions, and shipping policies without any coherent 
+[llm clean] completed=1274000 submitted=1274071 kept=3612798 rejected=126998 last=keep reason=rewritten
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+[llm clean] completed=1277500 submitted=1277571 kept=3616176 rejected=127120 last=keep reason=rewritten
+[llm clean] completed=1277600 submitted=1277671 kept=3616273 rejected=127123 last=reject reason=The text is a disjointed collection of unrelated fragments, including a dubious health claim, a list of yoga poses, rand
+[llm clean] completed=1277700 submitted=1277771 kept=3616371 rejected=127125 last=keep reason=rewritten
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+[llm clean] completed=1290300 submitted=1290371 kept=3628522 rejected=127574 last=keep reason=rewritten
+[llm clean] completed=1290400 submitted=1290471 kept=3628604 rejected=127592 last=reject reason=The text is a raw changelog or release notes list with no narrative structure, consisting of fragmented technical update
+[llm clean] completed=1290500 submitted=1290571 kept=3628701 rejected=127595 last=keep reason=rewritten
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+[llm clean] completed=1290900 submitted=1290971 kept=3629075 rejected=127621 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1291000 submitted=1291071 kept=3629172 rejected=127624 last=keep reason=rewritten
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+[llm clean] completed=1291700 submitted=1291771 kept=3629858 rejected=127638 last=keep reason=rewritten
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+[llm clean] completed=1291900 submitted=1291970 kept=3630053 rejected=127643 last=keep reason=rewritten
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+[llm clean] completed=1292300 submitted=1292371 kept=3630439 rejected=127657 last=keep reason=rewritten
+[llm clean] completed=1292400 submitted=1292471 kept=3630537 rejected=127659 last=keep reason=rewritten
+[llm clean] completed=1292500 submitted=1292571 kept=3630634 rejected=127662 last=keep reason=rewritten
+[llm clean] completed=1292600 submitted=1292671 kept=3630732 rejected=127664 last=keep reason=rewritten
+[llm clean] completed=1292700 submitted=1292771 kept=3630825 rejected=127671 last=keep reason=rewritten
+[llm clean] completed=1292800 submitted=1292871 kept=3630923 rejected=127673 last=keep reason=rewritten
+[llm clean] completed=1292900 submitted=1292971 kept=3631017 rejected=127679 last=reject reason=The text is a list of academic references and citations, which falls under the category of rosters/lists of names/titles
+[llm clean] completed=1293000 submitted=1293071 kept=3631111 rejected=127685 last=keep reason=rewritten
+[llm clean] completed=1293100 submitted=1293171 kept=3631209 rejected=127687 last=keep reason=rewritten
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+[llm clean] completed=1293700 submitted=1293771 kept=3631799 rejected=127697 last=keep reason=rewritten
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+[llm clean] completed=1293900 submitted=1293971 kept=3631987 rejected=127709 last=keep reason=rewritten
+[llm clean] completed=1294000 submitted=1294071 kept=3632085 rejected=127711 last=keep reason=rewritten
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+[llm clean] completed=1294200 submitted=1294271 kept=3632281 rejected=127715 last=keep reason=rewritten
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+[llm clean] completed=1294400 submitted=1294471 kept=3632479 rejected=127717 last=keep reason=rewritten
+[llm clean] completed=1294500 submitted=1294571 kept=3632578 rejected=127718 last=reject reason=The text is a list of international titles for a movie, followed by unrelated navigation labels ('Related articles', 'Re
+[llm clean] completed=1294600 submitted=1294671 kept=3632675 rejected=127721 last=keep reason=rewritten
+[llm clean] completed=1294700 submitted=1294771 kept=3632771 rejected=127725 last=keep reason=rewritten
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+[llm clean] completed=1294900 submitted=1294971 kept=3632968 rejected=127728 last=keep reason=rewritten
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+[llm clean] completed=1295300 submitted=1295371 kept=3633350 rejected=127746 last=keep reason=rewritten
+[llm clean] completed=1295400 submitted=1295471 kept=3633449 rejected=127747 last=keep reason=rewritten
+[llm clean] completed=1295500 submitted=1295571 kept=3633547 rejected=127749 last=keep reason=rewritten
+[llm clean] completed=1295600 submitted=1295671 kept=3633646 rejected=127750 last=keep reason=rewritten
+[llm clean] completed=1295700 submitted=1295771 kept=3633743 rejected=127753 last=keep reason=rewritten
+[llm clean] completed=1295800 submitted=1295871 kept=3633842 rejected=127754 last=keep reason=rewritten
+[llm clean] completed=1295900 submitted=1295971 kept=3633936 rejected=127760 last=keep reason=rewritten
+[llm clean] completed=1296000 submitted=1296071 kept=3634035 rejected=127761 last=keep reason=rewritten
+[llm clean] completed=1296100 submitted=1296171 kept=3634132 rejected=127764 last=keep reason=rewritten
+[llm clean] completed=1296200 submitted=1296271 kept=3634229 rejected=127767 last=keep reason=rewritten
+[llm clean] completed=1296300 submitted=1296371 kept=3634326 rejected=127770 last=keep reason=rewritten
+[llm clean] completed=1296400 submitted=1296471 kept=3634425 rejected=127771 last=keep reason=rewritten
+[llm clean] completed=1296500 submitted=1296571 kept=3634523 rejected=127773 last=keep reason=rewritten
+[llm clean] completed=1296600 submitted=1296671 kept=3634620 rejected=127776 last=keep reason=rewritten
+[llm clean] completed=1296700 submitted=1296771 kept=3634717 rejected=127779 last=keep reason=rewritten
+[llm clean] completed=1296800 submitted=1296871 kept=3634816 rejected=127780 last=keep reason=rewritten
+[llm clean] completed=1296900 submitted=1296971 kept=3634909 rejected=127787 last=keep reason=rewritten
+[llm clean] completed=1297000 submitted=1297071 kept=3635009 rejected=127787 last=keep reason=rewritten
+[llm clean] completed=1297100 submitted=1297171 kept=3635107 rejected=127789 last=keep reason=rewritten
+[llm clean] completed=1297200 submitted=1297271 kept=3635204 rejected=127792 last=keep reason=rewritten
+[llm clean] completed=1297300 submitted=1297371 kept=3635302 rejected=127794 last=keep reason=rewritten
+[llm clean] completed=1297400 submitted=1297471 kept=3635402 rejected=127794 last=keep reason=rewritten
+[llm clean] completed=1297500 submitted=1297571 kept=3635500 rejected=127796 last=keep reason=rewritten
+[llm clean] completed=1297600 submitted=1297671 kept=3635599 rejected=127797 last=keep reason=rewritten
+[llm clean] completed=1297700 submitted=1297771 kept=3635698 rejected=127798 last=keep reason=rewritten
+[llm clean] completed=1297800 submitted=1297871 kept=3635796 rejected=127800 last=keep reason=rewritten
+[llm clean] completed=1297900 submitted=1297971 kept=3635895 rejected=127801 last=keep reason=rewritten
+[llm clean] completed=1298000 submitted=1298071 kept=3635992 rejected=127804 last=keep reason=rewritten
+[llm clean] completed=1298100 submitted=1298170 kept=3636089 rejected=127807 last=keep reason=rewritten
+[llm clean] completed=1298200 submitted=1298271 kept=3636189 rejected=127807 last=keep reason=rewritten
+[llm clean] completed=1298300 submitted=1298371 kept=3636282 rejected=127814 last=keep reason=rewritten
+[llm clean] completed=1298400 submitted=1298471 kept=3636380 rejected=127816 last=keep reason=rewritten
+[llm clean] completed=1298500 submitted=1298571 kept=3636480 rejected=127816 last=keep reason=rewritten
+[llm clean] completed=1298600 submitted=1298671 kept=3636579 rejected=127817 last=keep reason=rewritten
+[llm clean] completed=1298700 submitted=1298771 kept=3636678 rejected=127818 last=keep reason=rewritten
+[llm clean] completed=1298800 submitted=1298871 kept=3636772 rejected=127824 last=keep reason=rewritten
+[llm clean] completed=1298900 submitted=1298971 kept=3636870 rejected=127826 last=keep reason=rewritten
+[llm clean] completed=1299000 submitted=1299071 kept=3636969 rejected=127827 last=keep reason=rewritten
+[llm clean] completed=1299100 submitted=1299171 kept=3637065 rejected=127831 last=keep reason=rewritten
+[llm clean] completed=1299200 submitted=1299271 kept=3637151 rejected=127845 last=keep reason=rewritten
+[llm clean] completed=1299300 submitted=1299371 kept=3637249 rejected=127847 last=keep reason=rewritten
+[llm clean] completed=1299400 submitted=1299471 kept=3637347 rejected=127849 last=keep reason=rewritten
+[llm clean] completed=1299500 submitted=1299571 kept=3637445 rejected=127851 last=keep reason=rewritten
+[llm clean] completed=1299600 submitted=1299671 kept=3637544 rejected=127852 last=keep reason=rewritten
+[llm clean] completed=1299700 submitted=1299771 kept=3637634 rejected=127862 last=keep reason=rewritten
+[llm clean] completed=1299800 submitted=1299871 kept=3637733 rejected=127863 last=keep reason=rewritten
+[llm clean] completed=1299900 submitted=1299971 kept=3637833 rejected=127863 last=keep reason=rewritten
+[llm clean] completed=1300000 submitted=1300071 kept=3637930 rejected=127866 last=keep reason=rewritten
+[llm clean] completed=1300100 submitted=1300171 kept=3638027 rejected=127869 last=reject reason=The text is primarily a list of Twitter replies and metadata (timestamps, view counts, image placeholders) with no coher
+[llm clean] completed=1300200 submitted=1300271 kept=3638127 rejected=127869 last=keep reason=rewritten
+[llm clean] completed=1300300 submitted=1300371 kept=3638225 rejected=127871 last=keep reason=rewritten
+[llm clean] completed=1300400 submitted=1300471 kept=3638322 rejected=127874 last=keep reason=rewritten
+[llm clean] completed=1300500 submitted=1300571 kept=3638421 rejected=127875 last=keep reason=rewritten
+[llm clean] completed=1300600 submitted=1300671 kept=3638519 rejected=127877 last=keep reason=rewritten
+[llm clean] completed=1300700 submitted=1300771 kept=3638618 rejected=127878 last=keep reason=rewritten
+[llm clean] completed=1300800 submitted=1300871 kept=3638715 rejected=127881 last=keep reason=rewritten
+[llm clean] completed=1300900 submitted=1300971 kept=3638810 rejected=127886 last=reject reason=The text is a raw, unstructured dump of forum comments, user profiles, metadata, and navigation artifacts. It lacks cohe
+[llm clean] completed=1301000 submitted=1301071 kept=3638906 rejected=127890 last=keep reason=rewritten
+[llm clean] completed=1301100 submitted=1301171 kept=3639003 rejected=127893 last=keep reason=rewritten
+[llm clean] completed=1301200 submitted=1301271 kept=3639102 rejected=127894 last=keep reason=rewritten
+[llm clean] completed=1301300 submitted=1301371 kept=3639201 rejected=127895 last=keep reason=rewritten
+[llm clean] completed=1301400 submitted=1301471 kept=3639301 rejected=127895 last=keep reason=rewritten
+[llm clean] completed=1301500 submitted=1301571 kept=3639400 rejected=127896 last=keep reason=rewritten
+[llm clean] completed=1301600 submitted=1301671 kept=3639498 rejected=127898 last=keep reason=rewritten
+[llm clean] completed=1301700 submitted=1301771 kept=3639594 rejected=127902 last=keep reason=rewritten
+[llm clean] completed=1301800 submitted=1301871 kept=3639693 rejected=127903 last=keep reason=rewritten
+[llm clean] completed=1301900 submitted=1301971 kept=3639790 rejected=127906 last=keep reason=rewritten
+[llm clean] completed=1302000 submitted=1302071 kept=3639885 rejected=127911 last=keep reason=rewritten
+[llm clean] completed=1302100 submitted=1302171 kept=3639985 rejected=127911 last=keep reason=rewritten
+[llm clean] completed=1302200 submitted=1302271 kept=3640085 rejected=127911 last=keep reason=rewritten
+[llm clean] completed=1302300 submitted=1302371 kept=3640176 rejected=127920 last=keep reason=rewritten
+[llm clean] completed=1302400 submitted=1302471 kept=3640269 rejected=127927 last=keep reason=rewritten
+[llm clean] completed=1302500 submitted=1302571 kept=3640365 rejected=127931 last=keep reason=rewritten
+[llm clean] completed=1302600 submitted=1302671 kept=3640462 rejected=127934 last=keep reason=rewritten
+[llm clean] completed=1302700 submitted=1302771 kept=3640557 rejected=127939 last=keep reason=rewritten
+[llm clean] completed=1302800 submitted=1302871 kept=3640654 rejected=127942 last=keep reason=rewritten
+[llm clean] completed=1302900 submitted=1302971 kept=3640732 rejected=127964 last=keep reason=rewritten
+[llm clean] completed=1303000 submitted=1303071 kept=3640830 rejected=127966 last=keep reason=rewritten
+[llm clean] completed=1303100 submitted=1303171 kept=3640927 rejected=127969 last=keep reason=rewritten
+[llm clean] completed=1303200 submitted=1303271 kept=3641026 rejected=127970 last=keep reason=rewritten
+[llm clean] completed=1303300 submitted=1303371 kept=3641123 rejected=127973 last=keep reason=rewritten
+[llm clean] completed=1303400 submitted=1303471 kept=3641221 rejected=127975 last=keep reason=rewritten
+[llm clean] completed=1303500 submitted=1303571 kept=3641321 rejected=127975 last=keep reason=rewritten
+[llm clean] completed=1303600 submitted=1303671 kept=3641417 rejected=127979 last=reject reason=The text is a highly polarized, ad hominem rant containing severe accusations, hate speech, and toxic rhetoric (e.g., 'S
+[llm clean] completed=1303700 submitted=1303771 kept=3641515 rejected=127981 last=keep reason=rewritten
+[llm clean] completed=1303800 submitted=1303871 kept=3641613 rejected=127983 last=keep reason=rewritten
+[llm clean] completed=1303900 submitted=1303971 kept=3641713 rejected=127983 last=keep reason=rewritten
+[llm clean] completed=1304000 submitted=1304071 kept=3641812 rejected=127984 last=keep reason=rewritten
+[llm clean] completed=1304100 submitted=1304171 kept=3641910 rejected=127986 last=keep reason=rewritten
+[llm clean] completed=1304200 submitted=1304271 kept=3642008 rejected=127988 last=reject reason=The text is a list of forum post titles, usernames, and metadata without coherent prose or meaningful context.
+[llm clean] completed=1304300 submitted=1304371 kept=3642105 rejected=127991 last=keep reason=rewritten
+[llm clean] completed=1304400 submitted=1304471 kept=3642204 rejected=127992 last=keep reason=rewritten
+[llm clean] completed=1304500 submitted=1304571 kept=3642301 rejected=127995 last=keep reason=rewritten
+[llm clean] completed=1304600 submitted=1304671 kept=3642400 rejected=127996 last=keep reason=rewritten
+[llm clean] completed=1304700 submitted=1304771 kept=3642497 rejected=127999 last=keep reason=rewritten
+[llm clean] completed=1304800 submitted=1304871 kept=3642597 rejected=127999 last=keep reason=rewritten
+[llm clean] completed=1304900 submitted=1304971 kept=3642695 rejected=128001 last=keep reason=rewritten
+[llm clean] completed=1305000 submitted=1305071 kept=3642792 rejected=128004 last=keep reason=rewritten
+[llm clean] completed=1305100 submitted=1305171 kept=3642889 rejected=128007 last=keep reason=rewritten
+[llm clean] completed=1305200 submitted=1305271 kept=3642989 rejected=128007 last=keep reason=rewritten
+[llm clean] completed=1305300 submitted=1305371 kept=3643087 rejected=128009 last=keep reason=rewritten
+[llm clean] completed=1305400 submitted=1305471 kept=3643185 rejected=128011 last=keep reason=rewritten
+[llm clean] completed=1305500 submitted=1305571 kept=3643281 rejected=128015 last=keep reason=rewritten
+[llm clean] completed=1305600 submitted=1305671 kept=3643379 rejected=128017 last=reject reason=The input is primarily Python code and script logic, not coherent English article-style prose. It contains variable defi
+[llm clean] completed=1305700 submitted=1305771 kept=3643477 rejected=128019 last=keep reason=rewritten
+[llm clean] completed=1305800 submitted=1305871 kept=3643569 rejected=128027 last=keep reason=rewritten
+[llm clean] completed=1305900 submitted=1305971 kept=3643667 rejected=128029 last=keep reason=rewritten
+[llm clean] completed=1306000 submitted=1306071 kept=3643765 rejected=128031 last=keep reason=rewritten
+[llm clean] completed=1306100 submitted=1306171 kept=3643864 rejected=128032 last=keep reason=rewritten
+[llm clean] completed=1306200 submitted=1306271 kept=3643961 rejected=128035 last=keep reason=rewritten
+[llm clean] completed=1306300 submitted=1306371 kept=3644057 rejected=128039 last=keep reason=rewritten
+[llm clean] completed=1306400 submitted=1306471 kept=3644156 rejected=128040 last=keep reason=rewritten
+[llm clean] completed=1306500 submitted=1306571 kept=3644253 rejected=128043 last=keep reason=rewritten
+[llm clean] completed=1306600 submitted=1306671 kept=3644351 rejected=128045 last=keep reason=rewritten
+[llm clean] completed=1306700 submitted=1306771 kept=3644449 rejected=128047 last=keep reason=rewritten
+[llm clean] completed=1306800 submitted=1306871 kept=3644549 rejected=128047 last=keep reason=rewritten
+[llm clean] completed=1306900 submitted=1306971 kept=3644649 rejected=128047 last=keep reason=rewritten
+[llm clean] completed=1307000 submitted=1307071 kept=3644749 rejected=128047 last=keep reason=rewritten
+[llm clean] completed=1307100 submitted=1307171 kept=3644844 rejected=128052 last=keep reason=rewritten
+[llm clean] completed=1307200 submitted=1307271 kept=3644943 rejected=128053 last=keep reason=rewritten
+[llm clean] completed=1307300 submitted=1307371 kept=3645040 rejected=128056 last=keep reason=rewritten
+[llm clean] completed=1307400 submitted=1307471 kept=3645138 rejected=128058 last=keep reason=rewritten
+[llm clean] completed=1307500 submitted=1307571 kept=3645236 rejected=128060 last=keep reason=rewritten
+[llm clean] completed=1307600 submitted=1307671 kept=3645332 rejected=128064 last=keep reason=rewritten
+[llm clean] completed=1307700 submitted=1307771 kept=3645413 rejected=128083 last=keep reason=rewritten
+[llm clean] completed=1307800 submitted=1307871 kept=3645505 rejected=128091 last=keep reason=rewritten
+[llm clean] completed=1307900 submitted=1307971 kept=3645595 rejected=128101 last=keep reason=rewritten
+[llm clean] completed=1308000 submitted=1308071 kept=3645694 rejected=128102 last=keep reason=rewritten
+[llm clean] completed=1308100 submitted=1308171 kept=3645793 rejected=128103 last=keep reason=rewritten
+[llm clean] completed=1308200 submitted=1308271 kept=3645891 rejected=128105 last=keep reason=rewritten
+[llm clean] completed=1308300 submitted=1308371 kept=3645984 rejected=128112 last=keep reason=rewritten
+[llm clean] completed=1308400 submitted=1308471 kept=3646080 rejected=128116 last=keep reason=rewritten
+[llm clean] completed=1308500 submitted=1308571 kept=3646179 rejected=128117 last=keep reason=rewritten
+[llm clean] completed=1308600 submitted=1308671 kept=3646247 rejected=128149 last=keep reason=rewritten
+[llm clean] completed=1308700 submitted=1308771 kept=3646343 rejected=128153 last=keep reason=rewritten
+[llm clean] completed=1308800 submitted=1308871 kept=3646441 rejected=128155 last=keep reason=rewritten
+[llm clean] completed=1308900 submitted=1308971 kept=3646541 rejected=128155 last=keep reason=rewritten
+[llm clean] completed=1309000 submitted=1309071 kept=3646637 rejected=128159 last=keep reason=rewritten
+[llm clean] completed=1309100 submitted=1309171 kept=3646730 rejected=128166 last=keep reason=rewritten
+[llm clean] completed=1309200 submitted=1309271 kept=3646829 rejected=128167 last=keep reason=rewritten
+[llm clean] completed=1309300 submitted=1309371 kept=3646927 rejected=128169 last=keep reason=rewritten
+[llm clean] completed=1309400 submitted=1309471 kept=3647021 rejected=128175 last=keep reason=rewritten
+[llm clean] completed=1309500 submitted=1309571 kept=3647117 rejected=128179 last=keep reason=rewritten
+[llm clean] completed=1309600 submitted=1309671 kept=3647216 rejected=128180 last=keep reason=rewritten
+[llm clean] completed=1309700 submitted=1309771 kept=3647316 rejected=128180 last=keep reason=rewritten
+[llm clean] completed=1309800 submitted=1309871 kept=3647414 rejected=128182 last=keep reason=rewritten
+[llm clean] completed=1309900 submitted=1309971 kept=3647511 rejected=128185 last=keep reason=rewritten
+[llm clean] completed=1310000 submitted=1310071 kept=3647605 rejected=128191 last=keep reason=rewritten
+[llm clean] completed=1310100 submitted=1310171 kept=3647697 rejected=128199 last=keep reason=rewritten
+[llm clean] completed=1310200 submitted=1310271 kept=3647795 rejected=128201 last=keep reason=rewritten
+[llm clean] completed=1310300 submitted=1310371 kept=3647893 rejected=128203 last=keep reason=rewritten
+[llm clean] completed=1310400 submitted=1310471 kept=3647976 rejected=128220 last=keep reason=rewritten
+[llm clean] completed=1310500 submitted=1310571 kept=3648075 rejected=128221 last=keep reason=rewritten
+[llm clean] completed=1310600 submitted=1310671 kept=3648173 rejected=128223 last=keep reason=rewritten
+[llm clean] completed=1310700 submitted=1310771 kept=3648271 rejected=128225 last=keep reason=rewritten
+[llm clean] completed=1310800 submitted=1310871 kept=3648368 rejected=128228 last=keep reason=rewritten
+[llm clean] completed=1310900 submitted=1310971 kept=3648465 rejected=128231 last=keep reason=rewritten
+[llm clean] completed=1311000 submitted=1311071 kept=3648562 rejected=128234 last=keep reason=rewritten
+[llm clean] completed=1311100 submitted=1311171 kept=3648655 rejected=128241 last=keep reason=rewritten
+[llm clean] completed=1311200 submitted=1311271 kept=3648751 rejected=128245 last=keep reason=rewritten
+[llm clean] completed=1311300 submitted=1311371 kept=3648851 rejected=128245 last=keep reason=rewritten
+[llm clean] completed=1311400 submitted=1311471 kept=3648949 rejected=128247 last=keep reason=rewritten
+[llm clean] completed=1311500 submitted=1311571 kept=3649048 rejected=128248 last=keep reason=rewritten
+[llm clean] completed=1311600 submitted=1311671 kept=3649148 rejected=128248 last=keep reason=rewritten
+[llm clean] completed=1311700 submitted=1311771 kept=3649247 rejected=128249 last=keep reason=rewritten
+[llm clean] completed=1311800 submitted=1311871 kept=3649344 rejected=128252 last=keep reason=rewritten
+[llm clean] completed=1311900 submitted=1311971 kept=3649442 rejected=128254 last=keep reason=rewritten
+[llm clean] completed=1312000 submitted=1312071 kept=3649540 rejected=128256 last=keep reason=rewritten
+[llm clean] completed=1312100 submitted=1312171 kept=3649638 rejected=128258 last=keep reason=rewritten
+[llm clean] completed=1312200 submitted=1312271 kept=3649730 rejected=128266 last=keep reason=rewritten
+[llm clean] completed=1312300 submitted=1312371 kept=3649826 rejected=128270 last=keep reason=rewritten
+[llm clean] completed=1312400 submitted=1312471 kept=3649917 rejected=128279 last=keep reason=rewritten
+[llm clean] completed=1312500 submitted=1312571 kept=3650016 rejected=128280 last=keep reason=rewritten
+[llm clean] completed=1312600 submitted=1312671 kept=3650113 rejected=128283 last=keep reason=rewritten
+[llm clean] completed=1312700 submitted=1312771 kept=3650201 rejected=128295 last=reject reason=The text is a collection of disjointed, low-quality user reviews and metadata from a file-sharing or music archive site.
+[llm clean] completed=1312800 submitted=1312871 kept=3650299 rejected=128297 last=keep reason=rewritten
+[llm clean] completed=1312900 submitted=1312971 kept=3650390 rejected=128306 last=keep reason=rewritten
+[llm clean] completed=1313000 submitted=1313071 kept=3650487 rejected=128309 last=keep reason=rewritten
+[llm clean] completed=1313100 submitted=1313171 kept=3650586 rejected=128310 last=keep reason=rewritten
+[llm clean] completed=1313200 submitted=1313271 kept=3650682 rejected=128314 last=keep reason=rewritten
+[llm clean] completed=1313300 submitted=1313371 kept=3650782 rejected=128314 last=keep reason=rewritten
+[llm clean] completed=1313400 submitted=1313471 kept=3650881 rejected=128315 last=keep reason=rewritten
+[llm clean] completed=1313500 submitted=1313571 kept=3650979 rejected=128317 last=keep reason=rewritten
+[llm clean] completed=1313600 submitted=1313671 kept=3651079 rejected=128317 last=keep reason=rewritten
+[llm clean] completed=1313700 submitted=1313771 kept=3651176 rejected=128320 last=keep reason=rewritten
+[llm clean] completed=1313800 submitted=1313871 kept=3651275 rejected=128321 last=keep reason=rewritten
+[llm clean] completed=1313900 submitted=1313971 kept=3651372 rejected=128324 last=keep reason=rewritten
+[llm clean] completed=1314000 submitted=1314071 kept=3651472 rejected=128324 last=keep reason=rewritten
+[llm clean] completed=1314100 submitted=1314171 kept=3651570 rejected=128326 last=keep reason=rewritten
+[llm clean] completed=1314200 submitted=1314271 kept=3651668 rejected=128328 last=keep reason=rewritten
+[llm clean] completed=1314300 submitted=1314371 kept=3651767 rejected=128329 last=keep reason=rewritten
+[llm clean] completed=1314400 submitted=1314471 kept=3651867 rejected=128329 last=keep reason=rewritten
+[llm clean] completed=1314500 submitted=1314571 kept=3651965 rejected=128331 last=keep reason=rewritten
+[llm clean] completed=1314600 submitted=1314671 kept=3652064 rejected=128332 last=keep reason=rewritten
+[llm clean] completed=1314700 submitted=1314771 kept=3652161 rejected=128335 last=keep reason=rewritten
+[llm clean] completed=1314800 submitted=1314871 kept=3652257 rejected=128339 last=keep reason=rewritten
+[llm clean] completed=1314900 submitted=1314971 kept=3652351 rejected=128345 last=keep reason=rewritten
+[llm clean] completed=1315000 submitted=1315071 kept=3652451 rejected=128345 last=keep reason=rewritten
+[llm clean] completed=1315100 submitted=1315171 kept=3652548 rejected=128348 last=keep reason=rewritten
+[llm clean] completed=1315200 submitted=1315271 kept=3652648 rejected=128348 last=keep reason=rewritten
+[llm clean] completed=1315300 submitted=1315371 kept=3652741 rejected=128355 last=keep reason=rewritten
+[llm clean] completed=1315400 submitted=1315471 kept=3652841 rejected=128355 last=keep reason=rewritten
+[llm clean] completed=1315500 submitted=1315571 kept=3652940 rejected=128356 last=keep reason=rewritten
+[llm clean] completed=1315600 submitted=1315671 kept=3653039 rejected=128357 last=keep reason=rewritten
+[llm clean] completed=1315700 submitted=1315771 kept=3653138 rejected=128358 last=keep reason=rewritten
+[llm clean] completed=1315800 submitted=1315871 kept=3653238 rejected=128358 last=keep reason=rewritten
+[llm clean] completed=1315900 submitted=1315971 kept=3653335 rejected=128361 last=keep reason=rewritten
+[llm clean] completed=1316000 submitted=1316071 kept=3653418 rejected=128378 last=keep reason=rewritten
+[llm clean] completed=1316100 submitted=1316171 kept=3653517 rejected=128379 last=keep reason=rewritten
+[llm clean] completed=1316200 submitted=1316271 kept=3653617 rejected=128379 last=keep reason=rewritten
+[llm clean] completed=1316300 submitted=1316371 kept=3653716 rejected=128380 last=keep reason=rewritten
+[llm clean] completed=1316400 submitted=1316471 kept=3653810 rejected=128386 last=keep reason=rewritten
+[llm clean] completed=1316500 submitted=1316571 kept=3653910 rejected=128386 last=keep reason=rewritten
+[llm clean] completed=1316600 submitted=1316671 kept=3654010 rejected=128386 last=keep reason=rewritten
+[llm clean] completed=1316700 submitted=1316771 kept=3654109 rejected=128387 last=keep reason=rewritten
+[llm clean] completed=1316800 submitted=1316871 kept=3654206 rejected=128390 last=keep reason=rewritten
+[llm clean] completed=1316900 submitted=1316971 kept=3654304 rejected=128392 last=keep reason=rewritten
+[llm clean] completed=1317000 submitted=1317071 kept=3654400 rejected=128396 last=keep reason=rewritten
+[llm clean] completed=1317100 submitted=1317171 kept=3654492 rejected=128404 last=keep reason=rewritten
+[llm clean] completed=1317200 submitted=1317271 kept=3654589 rejected=128407 last=keep reason=rewritten
+[llm clean] completed=1317300 submitted=1317371 kept=3654688 rejected=128408 last=keep reason=rewritten
+[llm clean] completed=1317400 submitted=1317471 kept=3654787 rejected=128409 last=keep reason=rewritten
+[llm clean] completed=1317500 submitted=1317571 kept=3654885 rejected=128411 last=keep reason=rewritten
+[llm clean] completed=1317600 submitted=1317671 kept=3654980 rejected=128416 last=keep reason=rewritten
+[llm clean] completed=1317700 submitted=1317771 kept=3655051 rejected=128445 last=keep reason=rewritten
+[llm clean] completed=1317800 submitted=1317871 kept=3655145 rejected=128451 last=keep reason=rewritten
+[llm clean] completed=1317900 submitted=1317971 kept=3655236 rejected=128460 last=keep reason=rewritten
+[llm clean] completed=1318000 submitted=1318071 kept=3655335 rejected=128461 last=keep reason=rewritten
+[llm clean] completed=1318100 submitted=1318171 kept=3655434 rejected=128462 last=keep reason=rewritten
+[llm clean] completed=1318200 submitted=1318271 kept=3655531 rejected=128465 last=keep reason=rewritten
+[llm clean] completed=1318300 submitted=1318371 kept=3655630 rejected=128466 last=keep reason=rewritten
+[llm clean] completed=1318400 submitted=1318471 kept=3655727 rejected=128469 last=keep reason=rewritten
+[llm clean] completed=1318500 submitted=1318571 kept=3655825 rejected=128471 last=keep reason=rewritten
+[llm clean] completed=1318600 submitted=1318671 kept=3655921 rejected=128475 last=keep reason=rewritten
+[llm clean] completed=1318700 submitted=1318771 kept=3656015 rejected=128481 last=keep reason=rewritten
+[llm clean] completed=1318800 submitted=1318871 kept=3656113 rejected=128483 last=keep reason=rewritten
+[llm clean] completed=1318900 submitted=1318971 kept=3656210 rejected=128486 last=keep reason=rewritten
+[llm clean] completed=1319000 submitted=1319071 kept=3656310 rejected=128486 last=keep reason=rewritten
+[llm clean] completed=1319100 submitted=1319171 kept=3656405 rejected=128491 last=keep reason=rewritten
+[llm clean] completed=1319200 submitted=1319271 kept=3656505 rejected=128491 last=keep reason=rewritten
+[llm clean] completed=1319300 submitted=1319371 kept=3656603 rejected=128493 last=keep reason=rewritten
+[llm clean] completed=1319400 submitted=1319471 kept=3656701 rejected=128495 last=keep reason=rewritten
+[llm clean] completed=1319500 submitted=1319571 kept=3656799 rejected=128497 last=keep reason=rewritten
+[llm clean] completed=1319600 submitted=1319671 kept=3656899 rejected=128497 last=keep reason=rewritten
+[llm clean] completed=1319700 submitted=1319771 kept=3656996 rejected=128500 last=keep reason=rewritten
+[llm clean] completed=1319800 submitted=1319871 kept=3657094 rejected=128502 last=keep reason=rewritten
+[llm clean] completed=1319900 submitted=1319971 kept=3657193 rejected=128503 last=keep reason=rewritten
+[llm clean] completed=1320000 submitted=1320071 kept=3657291 rejected=128505 last=reject reason=The text contains extreme hate speech, slurs, and offensive content (e.g., 'stinking turtle-lover', 'turtle-fucker', 'Je
+[llm clean] completed=1320100 submitted=1320171 kept=3657384 rejected=128512 last=keep reason=rewritten
+[llm clean] completed=1320200 submitted=1320271 kept=3657483 rejected=128513 last=keep reason=rewritten
+[llm clean] completed=1320300 submitted=1320371 kept=3657581 rejected=128515 last=keep reason=rewritten
+[llm clean] completed=1320400 submitted=1320471 kept=3657679 rejected=128517 last=keep reason=rewritten
+[llm clean] completed=1320500 submitted=1320571 kept=3657779 rejected=128517 last=keep reason=rewritten
+[llm clean] completed=1320600 submitted=1320671 kept=3657878 rejected=128518 last=keep reason=rewritten
+[llm clean] completed=1320700 submitted=1320771 kept=3657972 rejected=128524 last=keep reason=rewritten
+[llm clean] completed=1320800 submitted=1320871 kept=3658068 rejected=128528 last=keep reason=rewritten
+[llm clean] completed=1320900 submitted=1320971 kept=3658166 rejected=128530 last=keep reason=rewritten
+[llm clean] completed=1321000 submitted=1321071 kept=3658260 rejected=128536 last=reject reason=The text is a raw list of game achievements, statistics, and metadata without coherent prose structure or narrative cont
+[llm clean] completed=1321100 submitted=1321171 kept=3658357 rejected=128539 last=keep reason=rewritten
+[llm clean] completed=1321200 submitted=1321271 kept=3658456 rejected=128540 last=keep reason=rewritten
+[llm clean] completed=1321300 submitted=1321371 kept=3658546 rejected=128550 last=keep reason=rewritten
+[llm clean] completed=1321400 submitted=1321471 kept=3658645 rejected=128551 last=keep reason=rewritten
+[llm clean] completed=1321500 submitted=1321571 kept=3658742 rejected=128554 last=keep reason=rewritten
+[llm clean] completed=1321600 submitted=1321671 kept=3658838 rejected=128558 last=keep reason=rewritten
+[llm clean] completed=1321700 submitted=1321771 kept=3658934 rejected=128562 last=keep reason=rewritten
+[llm clean] completed=1321800 submitted=1321871 kept=3659034 rejected=128562 last=keep reason=rewritten
+[llm clean] completed=1321900 submitted=1321971 kept=3659134 rejected=128562 last=keep reason=rewritten
+[llm clean] completed=1322000 submitted=1322071 kept=3659222 rejected=128574 last=keep reason=rewritten
+[llm clean] completed=1322100 submitted=1322171 kept=3659322 rejected=128574 last=keep reason=rewritten
+[llm clean] completed=1322200 submitted=1322271 kept=3659408 rejected=128588 last=keep reason=rewritten
+[llm clean] completed=1322300 submitted=1322371 kept=3659504 rejected=128592 last=keep reason=rewritten
+[llm clean] completed=1322400 submitted=1322471 kept=3659596 rejected=128600 last=keep reason=rewritten
+[llm clean] completed=1322500 submitted=1322571 kept=3659693 rejected=128603 last=keep reason=rewritten
+[llm clean] completed=1322600 submitted=1322671 kept=3659784 rejected=128612 last=keep reason=rewritten
+[llm clean] completed=1322700 submitted=1322771 kept=3659884 rejected=128612 last=keep reason=rewritten
+[llm clean] completed=1322800 submitted=1322871 kept=3659973 rejected=128623 last=keep reason=rewritten
+[llm clean] completed=1322900 submitted=1322971 kept=3660070 rejected=128626 last=keep reason=rewritten
+[llm clean] completed=1323000 submitted=1323071 kept=3660169 rejected=128627 last=keep reason=rewritten
+[llm clean] completed=1323100 submitted=1323171 kept=3660268 rejected=128628 last=keep reason=rewritten
+[llm clean] completed=1323200 submitted=1323271 kept=3660364 rejected=128632 last=keep reason=rewritten
+[llm clean] completed=1323300 submitted=1323371 kept=3660463 rejected=128633 last=keep reason=rewritten
+[llm clean] completed=1323400 submitted=1323471 kept=3660560 rejected=128636 last=keep reason=rewritten
+[llm clean] completed=1323500 submitted=1323571 kept=3660658 rejected=128638 last=keep reason=rewritten
+[llm clean] completed=1323600 submitted=1323671 kept=3660748 rejected=128648 last=keep reason=rewritten
+[llm clean] completed=1323700 submitted=1323771 kept=3660846 rejected=128650 last=keep reason=rewritten
+[llm clean] completed=1323800 submitted=1323871 kept=3660945 rejected=128651 last=keep reason=rewritten
+[llm clean] completed=1323900 submitted=1323971 kept=3661043 rejected=128653 last=keep reason=rewritten
+[llm clean] completed=1324000 submitted=1324071 kept=3661141 rejected=128655 last=keep reason=rewritten
+[llm clean] completed=1324100 submitted=1324171 kept=3661241 rejected=128655 last=keep reason=rewritten
+[llm clean] completed=1324200 submitted=1324271 kept=3661340 rejected=128656 last=keep reason=rewritten
+[llm clean] completed=1324300 submitted=1324371 kept=3661426 rejected=128670 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1324400 submitted=1324471 kept=3661524 rejected=128672 last=keep reason=rewritten
+[llm clean] completed=1324500 submitted=1324571 kept=3661623 rejected=128673 last=keep reason=rewritten
+[llm clean] completed=1324600 submitted=1324671 kept=3661723 rejected=128673 last=keep reason=rewritten
+[llm clean] completed=1324700 submitted=1324771 kept=3661812 rejected=128684 last=reject reason=The text is a conference program schedule containing session titles, speaker names, affiliations, and times. It lacks co
+[llm clean] completed=1324800 submitted=1324871 kept=3661904 rejected=128692 last=keep reason=rewritten
+[llm clean] completed=1324900 submitted=1324971 kept=3662003 rejected=128693 last=keep reason=rewritten
+[llm clean] completed=1325000 submitted=1325071 kept=3662090 rejected=128706 last=keep reason=rewritten
+[llm clean] completed=1325100 submitted=1325171 kept=3662187 rejected=128709 last=keep reason=rewritten
+[llm clean] completed=1325200 submitted=1325271 kept=3662286 rejected=128710 last=keep reason=rewritten
+[llm clean] completed=1325300 submitted=1325371 kept=3662375 rejected=128721 last=keep reason=rewritten
+[llm clean] completed=1325400 submitted=1325471 kept=3662461 rejected=128735 last=keep reason=rewritten
+[llm clean] completed=1325500 submitted=1325571 kept=3662559 rejected=128737 last=keep reason=rewritten
+[llm clean] completed=1325600 submitted=1325671 kept=3662653 rejected=128743 last=keep reason=rewritten
+[llm clean] completed=1325700 submitted=1325771 kept=3662752 rejected=128744 last=keep reason=rewritten
+[llm clean] completed=1325800 submitted=1325871 kept=3662851 rejected=128745 last=keep reason=rewritten
+[llm clean] completed=1325900 submitted=1325971 kept=3662937 rejected=128759 last=keep reason=rewritten
+[llm clean] completed=1326000 submitted=1326071 kept=3663033 rejected=128763 last=keep reason=rewritten
+[llm clean] completed=1326100 submitted=1326171 kept=3663131 rejected=128765 last=keep reason=rewritten
+[llm clean] completed=1326200 submitted=1326271 kept=3663222 rejected=128774 last=keep reason=rewritten
+[llm clean] completed=1326300 submitted=1326371 kept=3663322 rejected=128774 last=keep reason=rewritten
+[llm clean] completed=1326400 submitted=1326471 kept=3663422 rejected=128774 last=keep reason=rewritten
+[llm clean] completed=1326500 submitted=1326571 kept=3663520 rejected=128776 last=keep reason=rewritten
+[llm clean] completed=1326600 submitted=1326671 kept=3663618 rejected=128778 last=keep reason=rewritten
+[llm clean] completed=1326700 submitted=1326771 kept=3663717 rejected=128779 last=keep reason=rewritten
+[llm clean] completed=1326800 submitted=1326871 kept=3663813 rejected=128783 last=keep reason=rewritten
+[llm clean] completed=1326900 submitted=1326971 kept=3663909 rejected=128787 last=keep reason=rewritten
+[llm clean] completed=1327000 submitted=1327071 kept=3664007 rejected=128789 last=keep reason=rewritten
+[llm clean] completed=1327100 submitted=1327171 kept=3664106 rejected=128790 last=keep reason=rewritten
+[llm clean] completed=1327200 submitted=1327271 kept=3664203 rejected=128793 last=keep reason=rewritten
+[llm clean] completed=1327300 submitted=1327371 kept=3664300 rejected=128796 last=keep reason=rewritten
+[llm clean] completed=1327400 submitted=1327471 kept=3664397 rejected=128799 last=keep reason=rewritten
+[llm clean] completed=1327500 submitted=1327571 kept=3664495 rejected=128801 last=keep reason=rewritten
+[llm clean] completed=1327600 submitted=1327671 kept=3664584 rejected=128812 last=reject reason=The text is a collection of repetitive, highly partisan, and conspiratorial claims lacking coherent narrative structure.
+[llm clean] completed=1327700 submitted=1327771 kept=3664661 rejected=128835 last=keep reason=rewritten
+[llm clean] completed=1327800 submitted=1327871 kept=3664757 rejected=128839 last=keep reason=rewritten
+[llm clean] completed=1327900 submitted=1327971 kept=3664855 rejected=128841 last=keep reason=rewritten
+[llm clean] completed=1328000 submitted=1328071 kept=3664955 rejected=128841 last=keep reason=rewritten
+[llm clean] completed=1328100 submitted=1328171 kept=3665049 rejected=128847 last=keep reason=rewritten
+[llm clean] completed=1328200 submitted=1328271 kept=3665147 rejected=128849 last=keep reason=rewritten
+[llm clean] completed=1328300 submitted=1328371 kept=3665247 rejected=128849 last=keep reason=rewritten
+[llm clean] completed=1328400 submitted=1328471 kept=3665344 rejected=128852 last=keep reason=rewritten
+[llm clean] completed=1328500 submitted=1328571 kept=3665444 rejected=128852 last=keep reason=rewritten
+[llm clean] completed=1328600 submitted=1328671 kept=3665539 rejected=128857 last=keep reason=rewritten
+[llm clean] completed=1328700 submitted=1328771 kept=3665636 rejected=128860 last=keep reason=rewritten
+[llm clean] completed=1328800 submitted=1328871 kept=3665735 rejected=128861 last=keep reason=rewritten
+[llm clean] completed=1328900 submitted=1328971 kept=3665830 rejected=128866 last=keep reason=rewritten
+[llm clean] completed=1329000 submitted=1329071 kept=3665924 rejected=128872 last=keep reason=rewritten
+[llm clean] completed=1329100 submitted=1329171 kept=3666021 rejected=128875 last=keep reason=rewritten
+[llm clean] completed=1329200 submitted=1329271 kept=3666120 rejected=128876 last=keep reason=rewritten
+[llm clean] completed=1329300 submitted=1329371 kept=3666218 rejected=128878 last=reject reason=The text is a raw configuration file dump (likely from a game engine like Unreal Engine) containing key-value pairs for 
+[llm clean] completed=1329400 submitted=1329471 kept=3666308 rejected=128888 last=keep reason=rewritten
+[llm clean] completed=1329500 submitted=1329571 kept=3666402 rejected=128894 last=keep reason=rewritten
+[llm clean] completed=1329600 submitted=1329671 kept=3666500 rejected=128896 last=keep reason=rewritten
+[llm clean] completed=1329700 submitted=1329771 kept=3666600 rejected=128896 last=keep reason=rewritten
+[llm clean] completed=1329800 submitted=1329870 kept=3666699 rejected=128897 last=keep reason=rewritten
+[llm clean] completed=1329900 submitted=1329971 kept=3666790 rejected=128906 last=keep reason=rewritten
+[llm clean] completed=1330000 submitted=1330071 kept=3666885 rejected=128911 last=keep reason=rewritten
+[llm clean] completed=1330100 submitted=1330171 kept=3666984 rejected=128912 last=keep reason=rewritten
+[llm clean] completed=1330200 submitted=1330271 kept=3667084 rejected=128912 last=keep reason=rewritten
+[llm clean] completed=1330300 submitted=1330371 kept=3667180 rejected=128916 last=keep reason=rewritten
+[llm clean] completed=1330400 submitted=1330471 kept=3667277 rejected=128919 last=keep reason=rewritten
+[llm clean] completed=1330500 submitted=1330571 kept=3667373 rejected=128923 last=keep reason=rewritten
+[llm clean] completed=1330600 submitted=1330671 kept=3667472 rejected=128924 last=keep reason=rewritten
+[llm clean] completed=1330700 submitted=1330771 kept=3667570 rejected=128926 last=keep reason=rewritten
+[llm clean] completed=1330800 submitted=1330871 kept=3667667 rejected=128929 last=keep reason=rewritten
+[llm clean] completed=1330900 submitted=1330971 kept=3667766 rejected=128930 last=keep reason=rewritten
+[llm clean] completed=1331000 submitted=1331071 kept=3667862 rejected=128934 last=keep reason=rewritten
+[llm clean] completed=1331100 submitted=1331171 kept=3667958 rejected=128938 last=keep reason=rewritten
+[llm clean] completed=1331200 submitted=1331271 kept=3668050 rejected=128946 last=keep reason=rewritten
+[llm clean] completed=1331300 submitted=1331371 kept=3668142 rejected=128954 last=keep reason=rewritten
+[llm clean] completed=1331400 submitted=1331471 kept=3668241 rejected=128955 last=keep reason=rewritten
+[llm clean] completed=1331500 submitted=1331571 kept=3668338 rejected=128958 last=keep reason=rewritten
+[llm clean] completed=1331600 submitted=1331671 kept=3668432 rejected=128964 last=keep reason=rewritten
+[llm clean] completed=1331700 submitted=1331771 kept=3668532 rejected=128964 last=keep reason=rewritten
+[llm clean] completed=1331800 submitted=1331871 kept=3668629 rejected=128967 last=keep reason=rewritten
+[llm clean] completed=1331900 submitted=1331971 kept=3668728 rejected=128968 last=keep reason=rewritten
+[llm clean] completed=1332000 submitted=1332071 kept=3668828 rejected=128968 last=keep reason=rewritten
+[llm clean] completed=1332100 submitted=1332171 kept=3668926 rejected=128970 last=keep reason=rewritten
+[llm clean] completed=1332200 submitted=1332271 kept=3669023 rejected=128973 last=keep reason=rewritten
+[llm clean] completed=1332300 submitted=1332371 kept=3669122 rejected=128974 last=keep reason=rewritten
+[llm clean] completed=1332400 submitted=1332471 kept=3669222 rejected=128974 last=keep reason=rewritten
+[llm clean] completed=1332500 submitted=1332571 kept=3669322 rejected=128974 last=keep reason=rewritten
+[llm clean] completed=1332600 submitted=1332671 kept=3669422 rejected=128974 last=keep reason=rewritten
+[llm clean] completed=1332700 submitted=1332771 kept=3669520 rejected=128976 last=keep reason=rewritten
+[llm clean] completed=1332800 submitted=1332871 kept=3669611 rejected=128985 last=keep reason=rewritten
+[llm clean] completed=1332900 submitted=1332971 kept=3669711 rejected=128985 last=keep reason=rewritten
+[llm clean] completed=1333000 submitted=1333071 kept=3669810 rejected=128986 last=keep reason=rewritten
+[llm clean] completed=1333100 submitted=1333171 kept=3669910 rejected=128986 last=keep reason=rewritten
+[llm clean] completed=1333200 submitted=1333271 kept=3670004 rejected=128992 last=keep reason=rewritten
+[llm clean] completed=1333300 submitted=1333371 kept=3670097 rejected=128999 last=keep reason=rewritten
+[llm clean] completed=1333400 submitted=1333471 kept=3670196 rejected=129000 last=keep reason=rewritten
+[llm clean] completed=1333500 submitted=1333571 kept=3670292 rejected=129004 last=keep reason=rewritten
+[llm clean] completed=1333600 submitted=1333671 kept=3670378 rejected=129018 last=keep reason=rewritten
+[llm clean] completed=1333700 submitted=1333771 kept=3670474 rejected=129022 last=keep reason=rewritten
+[llm clean] completed=1333800 submitted=1333871 kept=3670571 rejected=129025 last=keep reason=rewritten
+[llm clean] completed=1333900 submitted=1333971 kept=3670669 rejected=129027 last=keep reason=rewritten
+[llm clean] completed=1334000 submitted=1334071 kept=3670765 rejected=129031 last=keep reason=rewritten
+[llm clean] completed=1334100 submitted=1334171 kept=3670863 rejected=129033 last=keep reason=rewritten
+[llm clean] completed=1334200 submitted=1334271 kept=3670958 rejected=129038 last=keep reason=rewritten
+[llm clean] completed=1334300 submitted=1334371 kept=3671057 rejected=129039 last=keep reason=rewritten
+[llm clean] completed=1334400 submitted=1334471 kept=3671150 rejected=129046 last=reject reason=The text is a list of photo captions with repetitive boilerplate, navigation artifacts, and low-context fragments, lacki
+[llm clean] completed=1334500 submitted=1334571 kept=3671247 rejected=129049 last=keep reason=rewritten
+[llm clean] completed=1334600 submitted=1334671 kept=3671346 rejected=129050 last=keep reason=rewritten
+[llm clean] completed=1334700 submitted=1334771 kept=3671443 rejected=129053 last=keep reason=rewritten
+[llm clean] completed=1334800 submitted=1334871 kept=3671543 rejected=129053 last=keep reason=rewritten
+[llm clean] completed=1334900 submitted=1334971 kept=3671639 rejected=129057 last=keep reason=rewritten
+[llm clean] completed=1335000 submitted=1335071 kept=3671737 rejected=129059 last=keep reason=rewritten
+[llm clean] completed=1335100 submitted=1335171 kept=3671836 rejected=129060 last=keep reason=rewritten
+[llm clean] completed=1335200 submitted=1335271 kept=3671934 rejected=129062 last=keep reason=rewritten
+[llm clean] completed=1335300 submitted=1335371 kept=3672034 rejected=129062 last=keep reason=rewritten
+[llm clean] completed=1335400 submitted=1335471 kept=3672133 rejected=129063 last=keep reason=rewritten
+[llm clean] completed=1335500 submitted=1335571 kept=3672229 rejected=129067 last=keep reason=rewritten
+[llm clean] completed=1335600 submitted=1335671 kept=3672324 rejected=129072 last=keep reason=rewritten
+[llm clean] completed=1335700 submitted=1335771 kept=3672423 rejected=129073 last=keep reason=rewritten
+[llm clean] completed=1335800 submitted=1335871 kept=3672516 rejected=129080 last=keep reason=rewritten
+[llm clean] completed=1335900 submitted=1335971 kept=3672613 rejected=129083 last=reject reason=The text is a fragmented collection of software build notes, download links, and technical instructions lacking coherent
+[llm clean] completed=1336000 submitted=1336071 kept=3672707 rejected=129089 last=keep reason=rewritten
+[llm clean] completed=1336100 submitted=1336171 kept=3672806 rejected=129090 last=keep reason=rewritten
+[llm clean] completed=1336200 submitted=1336271 kept=3672905 rejected=129091 last=keep reason=rewritten
+[llm clean] completed=1336300 submitted=1336371 kept=3673002 rejected=129094 last=keep reason=rewritten
+[llm clean] completed=1336400 submitted=1336471 kept=3673099 rejected=129097 last=keep reason=rewritten
+[llm clean] completed=1336500 submitted=1336571 kept=3673194 rejected=129102 last=keep reason=rewritten
+[llm clean] completed=1336600 submitted=1336671 kept=3673293 rejected=129103 last=keep reason=rewritten
+[llm clean] completed=1336700 submitted=1336771 kept=3673391 rejected=129105 last=keep reason=rewritten
+[llm clean] completed=1336800 submitted=1336871 kept=3673490 rejected=129106 last=keep reason=rewritten
+[llm clean] completed=1336900 submitted=1336971 kept=3673584 rejected=129112 last=keep reason=rewritten
+[llm clean] completed=1337000 submitted=1337071 kept=3673679 rejected=129117 last=keep reason=rewritten
+[llm clean] completed=1337100 submitted=1337171 kept=3673777 rejected=129119 last=keep reason=rewritten
+[llm clean] completed=1337200 submitted=1337271 kept=3673873 rejected=129123 last=keep reason=rewritten
+[llm clean] completed=1337300 submitted=1337371 kept=3673970 rejected=129126 last=keep reason=rewritten
+[llm clean] completed=1337400 submitted=1337471 kept=3674067 rejected=129129 last=keep reason=rewritten
+[llm clean] completed=1337500 submitted=1337571 kept=3674165 rejected=129131 last=keep reason=rewritten
+[llm clean] completed=1337600 submitted=1337671 kept=3674264 rejected=129132 last=keep reason=rewritten
+[llm clean] completed=1337700 submitted=1337771 kept=3674359 rejected=129137 last=keep reason=rewritten
+[llm clean] completed=1337800 submitted=1337871 kept=3674455 rejected=129141 last=keep reason=rewritten
+[llm clean] completed=1337900 submitted=1337971 kept=3674550 rejected=129146 last=keep reason=rewritten
+[llm clean] completed=1338000 submitted=1338071 kept=3674648 rejected=129148 last=keep reason=rewritten
+[llm clean] completed=1338100 submitted=1338171 kept=3674739 rejected=129157 last=keep reason=rewritten
+[llm clean] completed=1338200 submitted=1338271 kept=3674837 rejected=129159 last=keep reason=rewritten
+[llm clean] completed=1338300 submitted=1338371 kept=3674937 rejected=129159 last=keep reason=rewritten
+[llm clean] completed=1338400 submitted=1338471 kept=3675033 rejected=129163 last=keep reason=rewritten
+[llm clean] completed=1338500 submitted=1338571 kept=3675133 rejected=129163 last=keep reason=rewritten
+[llm clean] completed=1338600 submitted=1338671 kept=3675233 rejected=129163 last=keep reason=rewritten
+[llm clean] completed=1338700 submitted=1338771 kept=3675331 rejected=129165 last=keep reason=rewritten
+[llm clean] completed=1338800 submitted=1338871 kept=3675421 rejected=129175 last=keep reason=rewritten
+[llm clean] completed=1338900 submitted=1338971 kept=3675521 rejected=129175 last=keep reason=rewritten
+[llm clean] completed=1339000 submitted=1339071 kept=3675618 rejected=129178 last=keep reason=rewritten
+[llm clean] completed=1339100 submitted=1339171 kept=3675718 rejected=129178 last=keep reason=rewritten
+[llm clean] completed=1339200 submitted=1339271 kept=3675800 rejected=129196 last=keep reason=rewritten
+[llm clean] completed=1339300 submitted=1339371 kept=3675897 rejected=129199 last=keep reason=rewritten
+[llm clean] completed=1339400 submitted=1339471 kept=3675990 rejected=129206 last=keep reason=rewritten
+[llm clean] completed=1339500 submitted=1339571 kept=3676090 rejected=129206 last=keep reason=rewritten
+[llm clean] completed=1339600 submitted=1339671 kept=3676184 rejected=129212 last=keep reason=rewritten
+[llm clean] completed=1339700 submitted=1339771 kept=3676283 rejected=129213 last=keep reason=rewritten
+[llm clean] completed=1339800 submitted=1339871 kept=3676382 rejected=129214 last=keep reason=rewritten
+[llm clean] completed=1339900 submitted=1339971 kept=3676480 rejected=129216 last=keep reason=rewritten
+[llm clean] completed=1340000 submitted=1340071 kept=3676574 rejected=129222 last=keep reason=rewritten
+[llm clean] completed=1340100 submitted=1340171 kept=3676670 rejected=129226 last=keep reason=rewritten
+[llm clean] completed=1340200 submitted=1340271 kept=3676769 rejected=129227 last=keep reason=rewritten
+[llm clean] completed=1340300 submitted=1340371 kept=3676864 rejected=129232 last=keep reason=rewritten
+[llm clean] completed=1340400 submitted=1340471 kept=3676961 rejected=129235 last=keep reason=rewritten
+[llm clean] completed=1340500 submitted=1340571 kept=3677054 rejected=129242 last=reject reason=The text is primarily a list of photo captions and metadata from a news gallery, lacking coherent narrative structure. T
+[llm clean] completed=1340600 submitted=1340671 kept=3677149 rejected=129247 last=keep reason=rewritten
+[llm clean] completed=1340700 submitted=1340771 kept=3677234 rejected=129262 last=reject reason=The text is a disjointed collection of conspiracy theories, historical claims, and unrelated image captions/descriptions
+[llm clean] completed=1340800 submitted=1340871 kept=3677332 rejected=129264 last=keep reason=rewritten
+[llm clean] completed=1340900 submitted=1340971 kept=3677432 rejected=129264 last=keep reason=rewritten
+[llm clean] completed=1341000 submitted=1341071 kept=3677523 rejected=129273 last=keep reason=rewritten
+[llm clean] completed=1341100 submitted=1341171 kept=3677622 rejected=129274 last=keep reason=rewritten
+[llm clean] completed=1341200 submitted=1341271 kept=3677720 rejected=129276 last=keep reason=rewritten
+[llm clean] completed=1341300 submitted=1341371 kept=3677818 rejected=129278 last=keep reason=rewritten
+[llm clean] completed=1341400 submitted=1341471 kept=3677912 rejected=129284 last=keep reason=rewritten
+[llm clean] completed=1341500 submitted=1341571 kept=3678010 rejected=129286 last=keep reason=rewritten
+[llm clean] completed=1341600 submitted=1341671 kept=3678109 rejected=129287 last=keep reason=rewritten
+[llm clean] completed=1341700 submitted=1341771 kept=3678207 rejected=129289 last=keep reason=rewritten
+[llm clean] completed=1341800 submitted=1341871 kept=3678301 rejected=129295 last=keep reason=rewritten
+[llm clean] completed=1341900 submitted=1341971 kept=3678401 rejected=129295 last=keep reason=rewritten
+[llm clean] completed=1342000 submitted=1342071 kept=3678496 rejected=129300 last=keep reason=rewritten
+[llm clean] completed=1342100 submitted=1342171 kept=3678594 rejected=129302 last=keep reason=rewritten
+[llm clean] completed=1342200 submitted=1342271 kept=3678693 rejected=129303 last=keep reason=rewritten
+[llm clean] completed=1342300 submitted=1342371 kept=3678791 rejected=129305 last=keep reason=rewritten
+[llm clean] completed=1342400 submitted=1342471 kept=3678890 rejected=129306 last=keep reason=rewritten
+[llm clean] completed=1342500 submitted=1342571 kept=3678978 rejected=129318 last=keep reason=rewritten
+[llm clean] completed=1342600 submitted=1342671 kept=3679074 rejected=129322 last=keep reason=rewritten
+[llm clean] completed=1342700 submitted=1342771 kept=3679173 rejected=129323 last=keep reason=rewritten
+[llm clean] completed=1342800 submitted=1342871 kept=3679270 rejected=129326 last=keep reason=rewritten
+[llm clean] completed=1342900 submitted=1342971 kept=3679368 rejected=129328 last=keep reason=rewritten
+[llm clean] completed=1343000 submitted=1343071 kept=3679460 rejected=129336 last=reject reason=The text is a list of isolated comments from children, lacking a coherent narrative or article structure. It is mostly a
+[llm clean] completed=1343100 submitted=1343171 kept=3679558 rejected=129338 last=keep reason=rewritten
+[llm clean] completed=1343200 submitted=1343271 kept=3679652 rejected=129344 last=keep reason=rewritten
+[llm clean] completed=1343300 submitted=1343371 kept=3679751 rejected=129345 last=keep reason=rewritten
+[llm clean] completed=1343400 submitted=1343471 kept=3679850 rejected=129346 last=keep reason=rewritten
+[llm clean] completed=1343500 submitted=1343571 kept=3679945 rejected=129351 last=keep reason=rewritten
+[llm clean] completed=1343600 submitted=1343671 kept=3680045 rejected=129351 last=keep reason=rewritten
+[llm clean] completed=1343700 submitted=1343771 kept=3680143 rejected=129353 last=keep reason=rewritten
+[llm clean] completed=1343800 submitted=1343871 kept=3680242 rejected=129354 last=keep reason=rewritten
+[llm clean] completed=1343900 submitted=1343971 kept=3680342 rejected=129354 last=keep reason=rewritten
+[llm clean] completed=1344000 submitted=1344071 kept=3680438 rejected=129358 last=keep reason=rewritten
+[llm clean] completed=1344100 submitted=1344170 kept=3680536 rejected=129360 last=keep reason=rewritten
+[llm clean] completed=1344200 submitted=1344271 kept=3680636 rejected=129360 last=keep reason=rewritten
+[llm clean] completed=1344300 submitted=1344371 kept=3680730 rejected=129366 last=keep reason=rewritten
+[llm clean] completed=1344400 submitted=1344471 kept=3680829 rejected=129367 last=keep reason=rewritten
+[llm clean] completed=1344500 submitted=1344571 kept=3680929 rejected=129367 last=keep reason=rewritten
+[llm clean] completed=1344600 submitted=1344671 kept=3681025 rejected=129371 last=reject reason=The text is a list of footnotes and citations from an article, not a coherent passage of prose. It consists of isolated 
+[llm clean] completed=1344700 submitted=1344771 kept=3681123 rejected=129373 last=keep reason=rewritten
+[llm clean] completed=1344800 submitted=1344871 kept=3681222 rejected=129374 last=keep reason=rewritten
+[llm clean] completed=1344900 submitted=1344971 kept=3681322 rejected=129374 last=keep reason=rewritten
+[llm clean] completed=1345000 submitted=1345071 kept=3681417 rejected=129379 last=keep reason=rewritten
+[llm clean] completed=1345100 submitted=1345171 kept=3681514 rejected=129382 last=keep reason=rewritten
+[llm clean] completed=1345200 submitted=1345271 kept=3681610 rejected=129386 last=keep reason=rewritten
+[llm clean] completed=1345300 submitted=1345371 kept=3681700 rejected=129396 last=keep reason=rewritten
+[llm clean] completed=1345400 submitted=1345471 kept=3681794 rejected=129402 last=keep reason=rewritten
+[llm clean] completed=1345500 submitted=1345570 kept=3681892 rejected=129404 last=keep reason=rewritten
+[llm clean] completed=1345600 submitted=1345671 kept=3681986 rejected=129410 last=keep reason=rewritten
+[llm clean] completed=1345700 submitted=1345771 kept=3682085 rejected=129411 last=keep reason=rewritten
+[llm clean] completed=1345800 submitted=1345871 kept=3682171 rejected=129425 last=keep reason=rewritten
+[llm clean] completed=1345900 submitted=1345971 kept=3682265 rejected=129431 last=keep reason=rewritten
+[llm clean] completed=1346000 submitted=1346071 kept=3682365 rejected=129431 last=keep reason=rewritten
+[llm clean] completed=1346100 submitted=1346171 kept=3682463 rejected=129433 last=keep reason=rewritten
+[llm clean] completed=1346200 submitted=1346271 kept=3682562 rejected=129434 last=keep reason=rewritten
+[llm clean] completed=1346300 submitted=1346371 kept=3682660 rejected=129436 last=keep reason=rewritten
+[llm clean] completed=1346400 submitted=1346471 kept=3682758 rejected=129438 last=keep reason=rewritten
+[llm clean] completed=1346500 submitted=1346571 kept=3682853 rejected=129443 last=keep reason=rewritten
+[llm clean] completed=1346600 submitted=1346671 kept=3682952 rejected=129444 last=keep reason=rewritten
+[llm clean] completed=1346700 submitted=1346771 kept=3683050 rejected=129446 last=keep reason=rewritten
+[llm clean] completed=1346800 submitted=1346871 kept=3683149 rejected=129447 last=keep reason=rewritten
+[llm clean] completed=1346900 submitted=1346971 kept=3683245 rejected=129451 last=keep reason=rewritten
+[llm clean] completed=1347000 submitted=1347071 kept=3683345 rejected=129451 last=keep reason=rewritten
+[llm clean] completed=1347100 submitted=1347171 kept=3683440 rejected=129456 last=keep reason=rewritten
+[llm clean] completed=1347200 submitted=1347271 kept=3683539 rejected=129457 last=keep reason=rewritten
+[llm clean] completed=1347300 submitted=1347371 kept=3683636 rejected=129460 last=keep reason=rewritten
+[llm clean] completed=1347400 submitted=1347471 kept=3683736 rejected=129460 last=keep reason=rewritten
+[llm clean] completed=1347500 submitted=1347571 kept=3683832 rejected=129464 last=keep reason=rewritten
+[llm clean] completed=1347600 submitted=1347671 kept=3683931 rejected=129465 last=keep reason=rewritten
+[llm clean] completed=1347700 submitted=1347771 kept=3684029 rejected=129467 last=keep reason=rewritten
+[llm clean] completed=1347800 submitted=1347871 kept=3684124 rejected=129472 last=keep reason=rewritten
+[llm clean] completed=1347900 submitted=1347971 kept=3684223 rejected=129473 last=keep reason=rewritten
+[llm clean] completed=1348000 submitted=1348071 kept=3684322 rejected=129474 last=keep reason=rewritten
+[llm clean] completed=1348100 submitted=1348171 kept=3684422 rejected=129474 last=keep reason=rewritten
+[llm clean] completed=1348200 submitted=1348271 kept=3684520 rejected=129476 last=keep reason=rewritten
+[llm clean] completed=1348300 submitted=1348371 kept=3684619 rejected=129477 last=keep reason=rewritten
+[llm clean] completed=1348400 submitted=1348471 kept=3684719 rejected=129477 last=keep reason=rewritten
+[llm clean] completed=1348500 submitted=1348571 kept=3684819 rejected=129477 last=keep reason=rewritten
+[llm clean] completed=1348600 submitted=1348671 kept=3684916 rejected=129480 last=keep reason=rewritten
+[llm clean] completed=1348700 submitted=1348771 kept=3685015 rejected=129481 last=keep reason=rewritten
+[llm clean] completed=1348800 submitted=1348871 kept=3685111 rejected=129485 last=reject reason=The text is a disjointed list of fictional fraternity and sorority names from various TV shows and books, lacking cohere
+[llm clean] completed=1348900 submitted=1348971 kept=3685210 rejected=129486 last=keep reason=rewritten
+[llm clean] completed=1349000 submitted=1349071 kept=3685310 rejected=129486 last=keep reason=rewritten
+[llm clean] completed=1349100 submitted=1349171 kept=3685408 rejected=129488 last=keep reason=rewritten
+[llm clean] completed=1349200 submitted=1349271 kept=3685503 rejected=129493 last=reject reason=The text is a repetitive list of headings and dates with no coherent narrative or meaningful content to rewrite into art
+[llm clean] completed=1349300 submitted=1349371 kept=3685597 rejected=129499 last=keep reason=rewritten
+[llm clean] completed=1349400 submitted=1349471 kept=3685696 rejected=129500 last=keep reason=rewritten
+[llm clean] completed=1349500 submitted=1349571 kept=3685795 rejected=129501 last=keep reason=rewritten
+[llm clean] completed=1349600 submitted=1349671 kept=3685893 rejected=129503 last=keep reason=rewritten
+[llm clean] completed=1349700 submitted=1349771 kept=3685990 rejected=129506 last=keep reason=rewritten
+[llm clean] completed=1349800 submitted=1349871 kept=3686089 rejected=129507 last=keep reason=rewritten
+[llm clean] completed=1349900 submitted=1349971 kept=3686187 rejected=129509 last=keep reason=rewritten
+[llm clean] completed=1350000 submitted=1350071 kept=3686283 rejected=129513 last=keep reason=rewritten
+[llm clean] completed=1350100 submitted=1350171 kept=3686382 rejected=129514 last=keep reason=rewritten
+[llm clean] completed=1350200 submitted=1350271 kept=3686480 rejected=129516 last=keep reason=rewritten
+[llm clean] completed=1350300 submitted=1350371 kept=3686542 rejected=129554 last=keep reason=rewritten
+[llm clean] completed=1350400 submitted=1350471 kept=3686641 rejected=129555 last=keep reason=rewritten
+[llm clean] completed=1350500 submitted=1350571 kept=3686738 rejected=129558 last=keep reason=rewritten
+[llm clean] completed=1350600 submitted=1350671 kept=3686838 rejected=129558 last=keep reason=rewritten
+[llm clean] completed=1350700 submitted=1350771 kept=3686933 rejected=129563 last=keep reason=rewritten
+[llm clean] completed=1350800 submitted=1350871 kept=3687031 rejected=129565 last=keep reason=rewritten
+[llm clean] completed=1350900 submitted=1350971 kept=3687130 rejected=129566 last=keep reason=rewritten
+[llm clean] completed=1351000 submitted=1351071 kept=3687230 rejected=129566 last=keep reason=rewritten
+[llm clean] completed=1351100 submitted=1351171 kept=3687325 rejected=129571 last=keep reason=rewritten
+[llm clean] completed=1351200 submitted=1351271 kept=3687422 rejected=129574 last=keep reason=rewritten
+[llm clean] completed=1351300 submitted=1351371 kept=3687520 rejected=129576 last=keep reason=rewritten
+[llm clean] completed=1351400 submitted=1351471 kept=3687618 rejected=129578 last=keep reason=rewritten
+[llm clean] completed=1351500 submitted=1351571 kept=3687718 rejected=129578 last=keep reason=rewritten
+[llm clean] completed=1351600 submitted=1351671 kept=3687818 rejected=129578 last=keep reason=rewritten
+[llm clean] completed=1351700 submitted=1351771 kept=3687916 rejected=129580 last=keep reason=rewritten
+[llm clean] completed=1351800 submitted=1351871 kept=3687990 rejected=129606 last=keep reason=rewritten
+[llm clean] completed=1351900 submitted=1351971 kept=3688087 rejected=129609 last=keep reason=rewritten
+[llm clean] completed=1352000 submitted=1352071 kept=3688180 rejected=129616 last=keep reason=rewritten
+[llm clean] completed=1352100 submitted=1352171 kept=3688279 rejected=129617 last=keep reason=rewritten
+[llm clean] completed=1352200 submitted=1352271 kept=3688368 rejected=129628 last=keep reason=rewritten
+[llm clean] completed=1352300 submitted=1352371 kept=3688465 rejected=129631 last=keep reason=rewritten
+[llm clean] completed=1352400 submitted=1352471 kept=3688561 rejected=129635 last=keep reason=rewritten
+[llm clean] completed=1352500 submitted=1352571 kept=3688658 rejected=129638 last=keep reason=rewritten
+[llm clean] completed=1352600 submitted=1352671 kept=3688755 rejected=129641 last=keep reason=rewritten
+[llm clean] completed=1352700 submitted=1352771 kept=3688847 rejected=129649 last=keep reason=rewritten
+[llm clean] completed=1352800 submitted=1352871 kept=3688934 rejected=129662 last=keep reason=rewritten
+[llm clean] completed=1352900 submitted=1352971 kept=3689034 rejected=129662 last=keep reason=rewritten
+[llm clean] completed=1353000 submitted=1353071 kept=3689132 rejected=129664 last=keep reason=rewritten
+[llm clean] completed=1353100 submitted=1353171 kept=3689230 rejected=129666 last=keep reason=rewritten
+[llm clean] completed=1353200 submitted=1353271 kept=3689326 rejected=129670 last=keep reason=rewritten
+[llm clean] completed=1353300 submitted=1353371 kept=3689425 rejected=129671 last=keep reason=rewritten
+[llm clean] completed=1353400 submitted=1353471 kept=3689525 rejected=129671 last=keep reason=rewritten
+[llm clean] completed=1353500 submitted=1353571 kept=3689619 rejected=129677 last=keep reason=rewritten
+[llm clean] completed=1353600 submitted=1353671 kept=3689712 rejected=129684 last=keep reason=rewritten
+[llm clean] completed=1353700 submitted=1353771 kept=3689812 rejected=129684 last=keep reason=rewritten
+[llm clean] completed=1353800 submitted=1353871 kept=3689911 rejected=129685 last=keep reason=rewritten
+[llm clean] completed=1353900 submitted=1353971 kept=3690004 rejected=129692 last=keep reason=rewritten
+[llm clean] completed=1354000 submitted=1354071 kept=3690104 rejected=129692 last=keep reason=rewritten
+[llm clean] completed=1354100 submitted=1354171 kept=3690202 rejected=129694 last=keep reason=rewritten
+[llm clean] completed=1354200 submitted=1354271 kept=3690294 rejected=129702 last=keep reason=rewritten
+[llm clean] completed=1354300 submitted=1354371 kept=3690392 rejected=129704 last=keep reason=rewritten
+[llm clean] completed=1354400 submitted=1354471 kept=3690492 rejected=129704 last=keep reason=rewritten
+[llm clean] completed=1354500 submitted=1354571 kept=3690591 rejected=129705 last=keep reason=rewritten
+[llm clean] completed=1354600 submitted=1354671 kept=3690689 rejected=129707 last=keep reason=rewritten
+[llm clean] completed=1354700 submitted=1354771 kept=3690786 rejected=129710 last=keep reason=rewritten
+[llm clean] completed=1354800 submitted=1354871 kept=3690883 rejected=129713 last=keep reason=rewritten
+[llm clean] completed=1354900 submitted=1354971 kept=3690981 rejected=129715 last=keep reason=rewritten
+[llm clean] completed=1355000 submitted=1355071 kept=3691076 rejected=129720 last=keep reason=rewritten
+[llm clean] completed=1355100 submitted=1355171 kept=3691169 rejected=129727 last=keep reason=rewritten
+[llm clean] completed=1355200 submitted=1355271 kept=3691268 rejected=129728 last=keep reason=rewritten
+[llm clean] completed=1355300 submitted=1355371 kept=3691365 rejected=129731 last=keep reason=rewritten
+[llm clean] completed=1355400 submitted=1355471 kept=3691463 rejected=129733 last=keep reason=rewritten
+[llm clean] completed=1355500 submitted=1355571 kept=3691559 rejected=129737 last=keep reason=rewritten
+[llm clean] completed=1355600 submitted=1355671 kept=3691657 rejected=129739 last=keep reason=rewritten
+[llm clean] completed=1355700 submitted=1355771 kept=3691750 rejected=129746 last=keep reason=rewritten
+[llm clean] completed=1355800 submitted=1355871 kept=3691843 rejected=129753 last=keep reason=rewritten
+[llm clean] completed=1355900 submitted=1355971 kept=3691937 rejected=129759 last=keep reason=rewritten
+[llm clean] completed=1356000 submitted=1356071 kept=3692037 rejected=129759 last=keep reason=rewritten
+[llm clean] completed=1356100 submitted=1356171 kept=3692133 rejected=129763 last=keep reason=rewritten
+[llm clean] completed=1356200 submitted=1356271 kept=3692232 rejected=129764 last=keep reason=rewritten
+[llm clean] completed=1356300 submitted=1356371 kept=3692327 rejected=129769 last=keep reason=rewritten
+[llm clean] completed=1356400 submitted=1356471 kept=3692425 rejected=129771 last=keep reason=rewritten
+[llm clean] completed=1356500 submitted=1356571 kept=3692520 rejected=129776 last=keep reason=rewritten
+[llm clean] completed=1356600 submitted=1356671 kept=3692618 rejected=129778 last=keep reason=rewritten
+[llm clean] completed=1356700 submitted=1356771 kept=3692713 rejected=129783 last=keep reason=rewritten
+[llm clean] completed=1356800 submitted=1356871 kept=3692811 rejected=129785 last=keep reason=rewritten
+[llm clean] completed=1356900 submitted=1356971 kept=3692905 rejected=129791 last=keep reason=rewritten
+[llm clean] completed=1357000 submitted=1357071 kept=3693002 rejected=129794 last=keep reason=rewritten
+[llm clean] completed=1357100 submitted=1357171 kept=3693097 rejected=129799 last=keep reason=rewritten
+[llm clean] completed=1357200 submitted=1357271 kept=3693194 rejected=129802 last=keep reason=rewritten
+[llm clean] completed=1357300 submitted=1357371 kept=3693293 rejected=129803 last=keep reason=rewritten
+[llm clean] completed=1357400 submitted=1357471 kept=3693389 rejected=129807 last=keep reason=rewritten
+[llm clean] completed=1357500 submitted=1357571 kept=3693475 rejected=129821 last=keep reason=rewritten
+[llm clean] completed=1357600 submitted=1357671 kept=3693567 rejected=129829 last=keep reason=rewritten
+[llm clean] completed=1357700 submitted=1357771 kept=3693664 rejected=129832 last=keep reason=rewritten
+[llm clean] completed=1357800 submitted=1357871 kept=3693763 rejected=129833 last=keep reason=rewritten
+[llm clean] completed=1357900 submitted=1357971 kept=3693860 rejected=129836 last=keep reason=rewritten
+[llm clean] completed=1358000 submitted=1358071 kept=3693955 rejected=129841 last=keep reason=rewritten
+[llm clean] completed=1358100 submitted=1358171 kept=3694052 rejected=129844 last=keep reason=rewritten
+[llm clean] completed=1358200 submitted=1358271 kept=3694150 rejected=129846 last=keep reason=rewritten
+[llm clean] completed=1358300 submitted=1358371 kept=3694249 rejected=129847 last=keep reason=rewritten
+[llm clean] completed=1358400 submitted=1358471 kept=3694347 rejected=129849 last=reject reason=The text is a disjointed mix of a short historical paragraph about the November 17 group and unrelated fragments about f
+[llm clean] completed=1358500 submitted=1358571 kept=3694442 rejected=129854 last=keep reason=rewritten
+[llm clean] completed=1358600 submitted=1358671 kept=3694536 rejected=129860 last=keep reason=rewritten
+[llm clean] completed=1358700 submitted=1358771 kept=3694635 rejected=129861 last=keep reason=rewritten
+[llm clean] completed=1358800 submitted=1358871 kept=3694734 rejected=129862 last=keep reason=rewritten
+[llm clean] completed=1358900 submitted=1358971 kept=3694834 rejected=129862 last=keep reason=rewritten
+[llm clean] completed=1359000 submitted=1359071 kept=3694934 rejected=129862 last=keep reason=rewritten
+[llm clean] completed=1359100 submitted=1359171 kept=3695033 rejected=129863 last=keep reason=rewritten
+[llm clean] completed=1359200 submitted=1359271 kept=3695118 rejected=129878 last=keep reason=rewritten
+[llm clean] completed=1359300 submitted=1359371 kept=3695218 rejected=129878 last=keep reason=rewritten
+[llm clean] completed=1359400 submitted=1359471 kept=3695315 rejected=129881 last=keep reason=rewritten
+[llm clean] completed=1359500 submitted=1359571 kept=3695414 rejected=129882 last=keep reason=rewritten
+[llm clean] completed=1359600 submitted=1359671 kept=3695510 rejected=129886 last=keep reason=rewritten
+[llm clean] completed=1359700 submitted=1359771 kept=3695609 rejected=129887 last=keep reason=rewritten
+[llm clean] completed=1359800 submitted=1359871 kept=3695704 rejected=129892 last=keep reason=rewritten
+[llm clean] completed=1359900 submitted=1359971 kept=3695801 rejected=129895 last=keep reason=rewritten
+[llm clean] completed=1360000 submitted=1360071 kept=3695896 rejected=129900 last=keep reason=rewritten
+[llm clean] completed=1360100 submitted=1360171 kept=3695995 rejected=129901 last=keep reason=rewritten
+[llm clean] completed=1360200 submitted=1360271 kept=3696095 rejected=129901 last=keep reason=rewritten
+[llm clean] completed=1360300 submitted=1360371 kept=3696195 rejected=129901 last=keep reason=rewritten
+[llm clean] completed=1360400 submitted=1360471 kept=3696291 rejected=129905 last=keep reason=rewritten
+[llm clean] completed=1360500 submitted=1360571 kept=3696391 rejected=129905 last=keep reason=rewritten
+[llm clean] completed=1360600 submitted=1360671 kept=3696488 rejected=129908 last=keep reason=rewritten
+[llm clean] completed=1360700 submitted=1360771 kept=3696586 rejected=129910 last=keep reason=rewritten
+[llm clean] completed=1360800 submitted=1360871 kept=3696679 rejected=129917 last=reject reason=The text is a list of bibliographic references and citations, not a coherent article or prose passage.
+[llm clean] completed=1360900 submitted=1360971 kept=3696772 rejected=129924 last=keep reason=rewritten
+[llm clean] completed=1361000 submitted=1361071 kept=3696872 rejected=129924 last=keep reason=rewritten
+[llm clean] completed=1361100 submitted=1361171 kept=3696968 rejected=129928 last=keep reason=rewritten
+[llm clean] completed=1361200 submitted=1361271 kept=3697067 rejected=129929 last=keep reason=rewritten
+[llm clean] completed=1361300 submitted=1361371 kept=3697163 rejected=129933 last=keep reason=rewritten
+[llm clean] completed=1361400 submitted=1361471 kept=3697259 rejected=129937 last=keep reason=rewritten
+[llm clean] completed=1361500 submitted=1361571 kept=3697356 rejected=129940 last=keep reason=rewritten
+[llm clean] completed=1361600 submitted=1361671 kept=3697453 rejected=129943 last=keep reason=rewritten
+[llm clean] completed=1361700 submitted=1361771 kept=3697549 rejected=129947 last=keep reason=rewritten
+[llm clean] completed=1361800 submitted=1361871 kept=3697645 rejected=129951 last=keep reason=rewritten
+[llm clean] completed=1361900 submitted=1361971 kept=3697740 rejected=129956 last=keep reason=rewritten
+[llm clean] completed=1362000 submitted=1362071 kept=3697835 rejected=129961 last=keep reason=rewritten
+[llm clean] completed=1362100 submitted=1362171 kept=3697929 rejected=129967 last=keep reason=rewritten
+[llm clean] completed=1362200 submitted=1362271 kept=3698028 rejected=129968 last=keep reason=rewritten
+[llm clean] completed=1362300 submitted=1362371 kept=3698127 rejected=129969 last=keep reason=rewritten
+[llm clean] completed=1362400 submitted=1362471 kept=3698227 rejected=129969 last=keep reason=rewritten
+[llm clean] completed=1362500 submitted=1362571 kept=3698326 rejected=129970 last=keep reason=rewritten
+[llm clean] completed=1362600 submitted=1362671 kept=3698423 rejected=129973 last=keep reason=rewritten
+[llm clean] completed=1362700 submitted=1362771 kept=3698520 rejected=129976 last=keep reason=rewritten
+[llm clean] completed=1362800 submitted=1362871 kept=3698620 rejected=129976 last=keep reason=rewritten
+[llm clean] completed=1362900 submitted=1362971 kept=3698719 rejected=129977 last=keep reason=rewritten
+[llm clean] completed=1363000 submitted=1363071 kept=3698819 rejected=129977 last=keep reason=rewritten
+[llm clean] completed=1363100 submitted=1363171 kept=3698915 rejected=129981 last=keep reason=rewritten
+[llm clean] completed=1363200 submitted=1363271 kept=3699014 rejected=129982 last=keep reason=rewritten
+[llm clean] completed=1363300 submitted=1363371 kept=3699109 rejected=129987 last=keep reason=rewritten
+[llm clean] completed=1363400 submitted=1363471 kept=3699205 rejected=129991 last=keep reason=rewritten
+[llm clean] completed=1363500 submitted=1363571 kept=3699299 rejected=129997 last=keep reason=rewritten
+[llm clean] completed=1363600 submitted=1363671 kept=3699395 rejected=130001 last=keep reason=rewritten
+[llm clean] completed=1363700 submitted=1363771 kept=3699488 rejected=130008 last=keep reason=rewritten
+[llm clean] completed=1363800 submitted=1363871 kept=3699586 rejected=130010 last=keep reason=rewritten
+[llm clean] completed=1363900 submitted=1363971 kept=3699685 rejected=130011 last=keep reason=rewritten
+[llm clean] completed=1364000 submitted=1364071 kept=3699785 rejected=130011 last=keep reason=rewritten
+[llm clean] completed=1364100 submitted=1364171 kept=3699883 rejected=130013 last=keep reason=rewritten
+[llm clean] completed=1364200 submitted=1364271 kept=3699980 rejected=130016 last=keep reason=rewritten
+[llm clean] completed=1364300 submitted=1364371 kept=3700078 rejected=130018 last=keep reason=rewritten
+[llm clean] completed=1364400 submitted=1364471 kept=3700175 rejected=130021 last=keep reason=rewritten
+[llm clean] completed=1364500 submitted=1364571 kept=3700274 rejected=130022 last=keep reason=rewritten
+[llm clean] completed=1364600 submitted=1364671 kept=3700372 rejected=130024 last=keep reason=rewritten
+[llm clean] completed=1364700 submitted=1364771 kept=3700469 rejected=130027 last=reject reason=The text is a list of names, tags, and metadata from a forum thread, lacking coherent prose structure or meaningful narr
+[llm clean] completed=1364800 submitted=1364871 kept=3700567 rejected=130029 last=keep reason=rewritten
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+[llm clean] completed=1366300 submitted=1366371 kept=3702013 rejected=130083 last=reject reason=The text is a list of Russian-English vocabulary pairs (a glossary or dictionary excerpt) followed by brief instructions
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+[llm clean] completed=1375200 submitted=1375271 kept=3710608 rejected=130388 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1383700 submitted=1383771 kept=3718832 rejected=130664 last=reject reason=The text is a disjointed collection of unrelated fragments, including a brief news snippet about water quality, followed
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+[llm clean] completed=1386500 submitted=1386571 kept=3721534 rejected=130762 last=reject reason=The text consists entirely of repetitive photo captions and metadata from a news photo gallery, lacking coherent article
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+[llm clean] completed=1388200 submitted=1388271 kept=3723181 rejected=130815 last=keep reason=rewritten
+[llm clean] completed=1388300 submitted=1388371 kept=3723279 rejected=130817 last=keep reason=rewritten
+[llm clean] completed=1388400 submitted=1388471 kept=3723378 rejected=130818 last=keep reason=rewritten
+[llm clean] completed=1388500 submitted=1388571 kept=3723464 rejected=130832 last=keep reason=rewritten
+[llm clean] completed=1388600 submitted=1388671 kept=3723558 rejected=130838 last=keep reason=rewritten
+[llm clean] completed=1388700 submitted=1388771 kept=3723656 rejected=130840 last=keep reason=rewritten
+[llm clean] completed=1388800 submitted=1388871 kept=3723756 rejected=130840 last=keep reason=rewritten
+[llm clean] completed=1388900 submitted=1388971 kept=3723853 rejected=130843 last=keep reason=rewritten
+[llm clean] completed=1389000 submitted=1389070 kept=3723948 rejected=130848 last=keep reason=rewritten
+[llm clean] completed=1389100 submitted=1389171 kept=3724047 rejected=130849 last=keep reason=rewritten
+[llm clean] completed=1389200 submitted=1389271 kept=3724147 rejected=130849 last=keep reason=rewritten
+[llm clean] completed=1389300 submitted=1389371 kept=3724243 rejected=130853 last=keep reason=rewritten
+[llm clean] completed=1389400 submitted=1389471 kept=3724339 rejected=130857 last=keep reason=rewritten
+[llm clean] completed=1389500 submitted=1389571 kept=3724420 rejected=130876 last=keep reason=rewritten
+[llm clean] completed=1389600 submitted=1389671 kept=3724519 rejected=130877 last=reject reason=The text is a mix of a historical snippet, image source credits, and extensive boilerplate about a mobile app team ('Tim
+[llm clean] completed=1389700 submitted=1389771 kept=3724617 rejected=130879 last=keep reason=rewritten
+[llm clean] completed=1389800 submitted=1389871 kept=3724714 rejected=130882 last=keep reason=rewritten
+[llm clean] completed=1389900 submitted=1389971 kept=3724813 rejected=130883 last=keep reason=rewritten
+[llm clean] completed=1390000 submitted=1390071 kept=3724907 rejected=130889 last=keep reason=rewritten
+[llm clean] completed=1390100 submitted=1390171 kept=3725002 rejected=130894 last=keep reason=rewritten
+[llm clean] completed=1390200 submitted=1390271 kept=3725101 rejected=130895 last=keep reason=rewritten
+[llm clean] completed=1390300 submitted=1390371 kept=3725199 rejected=130897 last=keep reason=rewritten
+[llm clean] completed=1390400 submitted=1390471 kept=3725286 rejected=130910 last=keep reason=rewritten
+[llm clean] completed=1390500 submitted=1390571 kept=3725383 rejected=130913 last=keep reason=rewritten
+[llm clean] completed=1390600 submitted=1390670 kept=3725482 rejected=130914 last=keep reason=rewritten
+[llm clean] completed=1390700 submitted=1390771 kept=3725574 rejected=130922 last=keep reason=rewritten
+[llm clean] completed=1390800 submitted=1390871 kept=3725674 rejected=130922 last=keep reason=rewritten
+[llm clean] completed=1390900 submitted=1390971 kept=3725765 rejected=130931 last=keep reason=rewritten
+[llm clean] completed=1391000 submitted=1391071 kept=3725864 rejected=130932 last=keep reason=rewritten
+[llm clean] completed=1391100 submitted=1391171 kept=3725960 rejected=130936 last=keep reason=rewritten
+[llm clean] completed=1391200 submitted=1391271 kept=3726057 rejected=130939 last=keep reason=rewritten
+[llm clean] completed=1391300 submitted=1391371 kept=3726157 rejected=130939 last=keep reason=rewritten
+[llm clean] completed=1391400 submitted=1391471 kept=3726254 rejected=130942 last=keep reason=rewritten
+[llm clean] completed=1391500 submitted=1391571 kept=3726354 rejected=130942 last=keep reason=rewritten
+[llm clean] completed=1391600 submitted=1391671 kept=3726450 rejected=130946 last=keep reason=rewritten
+[llm clean] completed=1391700 submitted=1391771 kept=3726550 rejected=130946 last=keep reason=rewritten
+[llm clean] completed=1391800 submitted=1391871 kept=3726641 rejected=130955 last=keep reason=rewritten
+[llm clean] completed=1391900 submitted=1391971 kept=3726736 rejected=130960 last=keep reason=rewritten
+[llm clean] completed=1392000 submitted=1392071 kept=3726833 rejected=130963 last=keep reason=rewritten
+[llm clean] completed=1392100 submitted=1392171 kept=3726929 rejected=130967 last=keep reason=rewritten
+[llm clean] completed=1392200 submitted=1392271 kept=3727026 rejected=130970 last=keep reason=rewritten
+[llm clean] completed=1392300 submitted=1392371 kept=3727125 rejected=130971 last=keep reason=rewritten
+[llm clean] completed=1392400 submitted=1392471 kept=3727224 rejected=130972 last=keep reason=rewritten
+[llm clean] completed=1392500 submitted=1392571 kept=3727317 rejected=130979 last=keep reason=rewritten
+[llm clean] completed=1392600 submitted=1392671 kept=3727416 rejected=130980 last=keep reason=rewritten
+[llm clean] completed=1392700 submitted=1392771 kept=3727515 rejected=130981 last=keep reason=rewritten
+[llm clean] completed=1392800 submitted=1392871 kept=3727611 rejected=130985 last=keep reason=rewritten
+[llm clean] completed=1392900 submitted=1392971 kept=3727710 rejected=130986 last=keep reason=rewritten
+[llm clean] completed=1393000 submitted=1393071 kept=3727809 rejected=130987 last=keep reason=rewritten
+[llm clean] completed=1393100 submitted=1393171 kept=3727908 rejected=130988 last=keep reason=rewritten
+[llm clean] completed=1393200 submitted=1393271 kept=3728004 rejected=130992 last=keep reason=rewritten
+[llm clean] completed=1393300 submitted=1393371 kept=3728102 rejected=130994 last=keep reason=rewritten
+[llm clean] completed=1393400 submitted=1393471 kept=3728202 rejected=130994 last=keep reason=rewritten
+[llm clean] completed=1393500 submitted=1393571 kept=3728301 rejected=130995 last=keep reason=rewritten
+[llm clean] completed=1393600 submitted=1393671 kept=3728398 rejected=130998 last=keep reason=rewritten
+[llm clean] completed=1393700 submitted=1393771 kept=3728495 rejected=131001 last=reject reason=The text is a highly biased, inflammatory political rant containing hate speech, conspiracy theories, and unverified cla
+[llm clean] completed=1393800 submitted=1393871 kept=3728592 rejected=131004 last=keep reason=rewritten
+[llm clean] completed=1393900 submitted=1393971 kept=3728690 rejected=131006 last=keep reason=rewritten
+[llm clean] completed=1394000 submitted=1394071 kept=3728784 rejected=131012 last=keep reason=rewritten
+[llm clean] completed=1394100 submitted=1394171 kept=3728882 rejected=131014 last=keep reason=rewritten
+[llm clean] completed=1394200 submitted=1394271 kept=3728979 rejected=131017 last=reject reason=The text is primarily a podcast episode description, call-to-action, and metadata (show notes, contact info, links) rath
+[llm clean] completed=1394300 submitted=1394371 kept=3729077 rejected=131019 last=keep reason=rewritten
+[llm clean] completed=1394400 submitted=1394471 kept=3729174 rejected=131022 last=keep reason=rewritten
+[llm clean] completed=1394500 submitted=1394571 kept=3729272 rejected=131024 last=keep reason=rewritten
+[llm clean] completed=1394600 submitted=1394671 kept=3729371 rejected=131025 last=keep reason=rewritten
+[llm clean] completed=1394700 submitted=1394771 kept=3729468 rejected=131028 last=keep reason=rewritten
+[llm clean] completed=1394800 submitted=1394871 kept=3729567 rejected=131029 last=keep reason=rewritten
+[llm clean] completed=1394900 submitted=1394971 kept=3729664 rejected=131032 last=keep reason=rewritten
+[llm clean] completed=1395000 submitted=1395071 kept=3729749 rejected=131047 last=keep reason=rewritten
+[llm clean] completed=1395100 submitted=1395171 kept=3729849 rejected=131047 last=keep reason=rewritten
+[llm clean] completed=1395200 submitted=1395271 kept=3729946 rejected=131050 last=keep reason=rewritten
+[llm clean] completed=1395300 submitted=1395371 kept=3730044 rejected=131052 last=keep reason=rewritten
+[llm clean] completed=1395400 submitted=1395471 kept=3730144 rejected=131052 last=keep reason=rewritten
+[llm clean] completed=1395500 submitted=1395571 kept=3730243 rejected=131053 last=keep reason=rewritten
+[llm clean] completed=1395600 submitted=1395671 kept=3730341 rejected=131055 last=keep reason=rewritten
+[llm clean] completed=1395700 submitted=1395771 kept=3730436 rejected=131060 last=keep reason=rewritten
+[llm clean] completed=1395800 submitted=1395871 kept=3730534 rejected=131062 last=keep reason=rewritten
+[llm clean] completed=1395900 submitted=1395971 kept=3730632 rejected=131064 last=keep reason=rewritten
+[llm clean] completed=1396000 submitted=1396071 kept=3730731 rejected=131065 last=keep reason=rewritten
+[llm clean] completed=1396100 submitted=1396171 kept=3730829 rejected=131067 last=keep reason=rewritten
+[llm clean] completed=1396200 submitted=1396271 kept=3730924 rejected=131072 last=keep reason=rewritten
+[llm clean] completed=1396300 submitted=1396371 kept=3731017 rejected=131079 last=keep reason=rewritten
+[llm clean] completed=1396400 submitted=1396471 kept=3731116 rejected=131080 last=keep reason=rewritten
+[llm clean] completed=1396500 submitted=1396571 kept=3731216 rejected=131080 last=keep reason=rewritten
+[llm clean] completed=1396600 submitted=1396671 kept=3731314 rejected=131082 last=keep reason=rewritten
+[llm clean] completed=1396700 submitted=1396771 kept=3731412 rejected=131084 last=keep reason=rewritten
+[llm clean] completed=1396800 submitted=1396871 kept=3731510 rejected=131086 last=keep reason=rewritten
+[llm clean] completed=1396900 submitted=1396971 kept=3731602 rejected=131094 last=keep reason=rewritten
+[llm clean] completed=1397000 submitted=1397071 kept=3731702 rejected=131094 last=keep reason=rewritten
+[llm clean] completed=1397100 submitted=1397171 kept=3731798 rejected=131098 last=reject reason=The text is a series of photo captions and metadata (e.g., 'Hide Caption 14 of 25') without a coherent narrative structu
+[llm clean] completed=1397200 submitted=1397271 kept=3731897 rejected=131099 last=keep reason=rewritten
+[llm clean] completed=1397300 submitted=1397371 kept=3731997 rejected=131099 last=keep reason=rewritten
+[llm clean] completed=1397400 submitted=1397471 kept=3732095 rejected=131101 last=keep reason=rewritten
+[llm clean] completed=1397500 submitted=1397571 kept=3732192 rejected=131104 last=keep reason=rewritten
+[llm clean] completed=1397600 submitted=1397671 kept=3732290 rejected=131106 last=keep reason=rewritten
+[llm clean] completed=1397700 submitted=1397771 kept=3732388 rejected=131108 last=keep reason=rewritten
+[llm clean] completed=1397800 submitted=1397871 kept=3732488 rejected=131108 last=keep reason=rewritten
+[llm clean] completed=1397900 submitted=1397971 kept=3732584 rejected=131112 last=keep reason=rewritten
+[llm clean] completed=1398000 submitted=1398071 kept=3732682 rejected=131114 last=keep reason=rewritten
+[llm clean] completed=1398100 submitted=1398171 kept=3732778 rejected=131118 last=keep reason=rewritten
+[llm clean] completed=1398200 submitted=1398271 kept=3732870 rejected=131126 last=keep reason=rewritten
+[llm clean] completed=1398300 submitted=1398371 kept=3732969 rejected=131127 last=keep reason=rewritten
+[llm clean] completed=1398400 submitted=1398471 kept=3733068 rejected=131128 last=keep reason=rewritten
+[llm clean] completed=1398500 submitted=1398571 kept=3733166 rejected=131130 last=keep reason=rewritten
+[llm clean] completed=1398600 submitted=1398671 kept=3733265 rejected=131131 last=keep reason=rewritten
+[llm clean] completed=1398700 submitted=1398771 kept=3733357 rejected=131139 last=keep reason=rewritten
+[llm clean] completed=1398800 submitted=1398871 kept=3733455 rejected=131141 last=keep reason=rewritten
+[llm clean] completed=1398900 submitted=1398971 kept=3733555 rejected=131141 last=keep reason=rewritten
+[llm clean] completed=1399000 submitted=1399071 kept=3733651 rejected=131145 last=keep reason=rewritten
+[llm clean] completed=1399100 submitted=1399171 kept=3733750 rejected=131146 last=keep reason=rewritten
+[llm clean] completed=1399200 submitted=1399271 kept=3733848 rejected=131148 last=keep reason=rewritten
+[llm clean] completed=1399300 submitted=1399371 kept=3733943 rejected=131153 last=keep reason=rewritten
+[llm clean] completed=1399400 submitted=1399471 kept=3734042 rejected=131154 last=keep reason=rewritten
+[llm clean] completed=1399500 submitted=1399571 kept=3734142 rejected=131154 last=keep reason=rewritten
+[llm clean] completed=1399600 submitted=1399671 kept=3734239 rejected=131157 last=keep reason=rewritten
+[llm clean] completed=1399700 submitted=1399771 kept=3734332 rejected=131164 last=keep reason=rewritten
+[llm clean] completed=1399800 submitted=1399871 kept=3734429 rejected=131167 last=keep reason=rewritten
+[llm clean] completed=1399900 submitted=1399971 kept=3734528 rejected=131168 last=keep reason=rewritten
+[llm clean] completed=1400000 submitted=1400071 kept=3734622 rejected=131174 last=keep reason=rewritten
+[llm clean] completed=1400100 submitted=1400171 kept=3734721 rejected=131175 last=keep reason=rewritten
+[llm clean] completed=1400200 submitted=1400271 kept=3734819 rejected=131177 last=keep reason=rewritten
+[llm clean] completed=1400300 submitted=1400371 kept=3734919 rejected=131177 last=keep reason=rewritten
+[llm clean] completed=1400400 submitted=1400471 kept=3735018 rejected=131178 last=keep reason=rewritten
+[llm clean] completed=1400500 submitted=1400571 kept=3735097 rejected=131199 last=reject reason=The text is a fragmented list of locations and isolated dialogue without coherent narrative structure or meaningful cont
+[llm clean] completed=1400600 submitted=1400671 kept=3735195 rejected=131201 last=keep reason=rewritten
+[llm clean] completed=1400700 submitted=1400771 kept=3735294 rejected=131202 last=keep reason=rewritten
+[llm clean] completed=1400800 submitted=1400871 kept=3735392 rejected=131204 last=keep reason=rewritten
+[llm clean] completed=1400900 submitted=1400971 kept=3735489 rejected=131207 last=keep reason=rewritten
+[llm clean] completed=1401000 submitted=1401071 kept=3735588 rejected=131208 last=keep reason=rewritten
+[llm clean] completed=1401100 submitted=1401171 kept=3735684 rejected=131212 last=keep reason=rewritten
+[llm clean] completed=1401200 submitted=1401271 kept=3735784 rejected=131212 last=keep reason=rewritten
+[llm clean] completed=1401300 submitted=1401371 kept=3735879 rejected=131217 last=reject reason=The text is a roster of names, titles, and associated groups without meaningful context or coherent prose structure.
+[llm clean] completed=1401400 submitted=1401471 kept=3735979 rejected=131217 last=keep reason=rewritten
+[llm clean] completed=1401500 submitted=1401571 kept=3736078 rejected=131218 last=keep reason=rewritten
+[llm clean] completed=1401600 submitted=1401671 kept=3736177 rejected=131219 last=keep reason=rewritten
+[llm clean] completed=1401700 submitted=1401771 kept=3736275 rejected=131221 last=keep reason=rewritten
+[llm clean] completed=1401800 submitted=1401871 kept=3736372 rejected=131224 last=keep reason=rewritten
+[llm clean] completed=1401900 submitted=1401971 kept=3736471 rejected=131225 last=keep reason=rewritten
+[llm clean] completed=1402000 submitted=1402071 kept=3736558 rejected=131238 last=keep reason=rewritten
+[llm clean] completed=1402100 submitted=1402171 kept=3736657 rejected=131239 last=keep reason=rewritten
+[llm clean] completed=1402200 submitted=1402271 kept=3736756 rejected=131240 last=keep reason=rewritten
+[llm clean] completed=1402300 submitted=1402371 kept=3736852 rejected=131244 last=keep reason=rewritten
+[llm clean] completed=1402400 submitted=1402471 kept=3736950 rejected=131246 last=keep reason=rewritten
+[llm clean] completed=1402500 submitted=1402571 kept=3737049 rejected=131247 last=keep reason=rewritten
+[llm clean] completed=1402600 submitted=1402671 kept=3737149 rejected=131247 last=keep reason=rewritten
+[llm clean] completed=1402700 submitted=1402771 kept=3737249 rejected=131247 last=keep reason=rewritten
+[llm clean] completed=1402800 submitted=1402871 kept=3737347 rejected=131249 last=keep reason=rewritten
+[llm clean] completed=1402900 submitted=1402971 kept=3737429 rejected=131267 last=keep reason=rewritten
+[llm clean] completed=1403000 submitted=1403071 kept=3737528 rejected=131268 last=keep reason=rewritten
+[llm clean] completed=1403100 submitted=1403171 kept=3737628 rejected=131268 last=keep reason=rewritten
+[llm clean] completed=1403200 submitted=1403270 kept=3737722 rejected=131274 last=keep reason=rewritten
+[llm clean] completed=1403300 submitted=1403371 kept=3737819 rejected=131277 last=keep reason=rewritten
+[llm clean] completed=1403400 submitted=1403471 kept=3737916 rejected=131280 last=keep reason=rewritten
+[llm clean] completed=1403500 submitted=1403571 kept=3738012 rejected=131284 last=keep reason=rewritten
+[llm clean] completed=1403600 submitted=1403671 kept=3738110 rejected=131286 last=keep reason=rewritten
+[llm clean] completed=1403700 submitted=1403771 kept=3738208 rejected=131288 last=keep reason=rewritten
+[llm clean] completed=1403800 submitted=1403871 kept=3738307 rejected=131289 last=keep reason=rewritten
+[llm clean] completed=1403900 submitted=1403971 kept=3738406 rejected=131290 last=keep reason=rewritten
+[llm clean] completed=1404000 submitted=1404070 kept=3738504 rejected=131292 last=keep reason=rewritten
+[llm clean] completed=1404100 submitted=1404171 kept=3738602 rejected=131294 last=keep reason=rewritten
+[llm clean] completed=1404200 submitted=1404271 kept=3738700 rejected=131296 last=keep reason=rewritten
+[llm clean] completed=1404300 submitted=1404371 kept=3738797 rejected=131299 last=keep reason=rewritten
+[llm clean] completed=1404400 submitted=1404471 kept=3738893 rejected=131303 last=keep reason=rewritten
+[llm clean] completed=1404500 submitted=1404571 kept=3738989 rejected=131307 last=keep reason=rewritten
+[llm clean] completed=1404600 submitted=1404671 kept=3739087 rejected=131309 last=keep reason=rewritten
+[llm clean] completed=1404700 submitted=1404771 kept=3739187 rejected=131309 last=keep reason=rewritten
+[llm clean] completed=1404800 submitted=1404871 kept=3739283 rejected=131313 last=keep reason=rewritten
+[llm clean] completed=1404900 submitted=1404971 kept=3739375 rejected=131321 last=keep reason=rewritten
+[llm clean] completed=1405000 submitted=1405071 kept=3739472 rejected=131324 last=keep reason=rewritten
+[llm clean] completed=1405100 submitted=1405171 kept=3739566 rejected=131330 last=keep reason=rewritten
+[llm clean] completed=1405200 submitted=1405271 kept=3739665 rejected=131331 last=keep reason=rewritten
+[llm clean] completed=1405300 submitted=1405371 kept=3739765 rejected=131331 last=keep reason=rewritten
+[llm clean] completed=1405400 submitted=1405471 kept=3739860 rejected=131336 last=keep reason=rewritten
+[llm clean] completed=1405500 submitted=1405571 kept=3739956 rejected=131340 last=keep reason=rewritten
+[llm clean] completed=1405600 submitted=1405671 kept=3740053 rejected=131343 last=keep reason=rewritten
+[llm clean] completed=1405700 submitted=1405771 kept=3740150 rejected=131346 last=keep reason=rewritten
+[llm clean] completed=1405800 submitted=1405871 kept=3740248 rejected=131348 last=keep reason=rewritten
+[llm clean] completed=1405900 submitted=1405971 kept=3740347 rejected=131349 last=keep reason=rewritten
+[llm clean] completed=1406000 submitted=1406071 kept=3740445 rejected=131351 last=keep reason=rewritten
+[llm clean] completed=1406100 submitted=1406171 kept=3740542 rejected=131354 last=keep reason=rewritten
+[llm clean] completed=1406200 submitted=1406271 kept=3740642 rejected=131354 last=keep reason=rewritten
+[llm clean] completed=1406300 submitted=1406371 kept=3740742 rejected=131354 last=keep reason=rewritten
+[llm clean] completed=1406400 submitted=1406471 kept=3740841 rejected=131355 last=keep reason=rewritten
+[llm clean] completed=1406500 submitted=1406571 kept=3740935 rejected=131361 last=keep reason=rewritten
+[llm clean] completed=1406600 submitted=1406671 kept=3741033 rejected=131363 last=keep reason=rewritten
+[llm clean] completed=1406700 submitted=1406771 kept=3741131 rejected=131365 last=keep reason=rewritten
+[llm clean] completed=1406800 submitted=1406871 kept=3741228 rejected=131368 last=reject reason=The text is a disjointed collection of unrelated headlines, captions, and metadata fragments without coherent narrative 
+[llm clean] completed=1406900 submitted=1406971 kept=3741324 rejected=131372 last=keep reason=rewritten
+[llm clean] completed=1407000 submitted=1407071 kept=3741422 rejected=131374 last=keep reason=rewritten
+[llm clean] completed=1407100 submitted=1407171 kept=3741521 rejected=131375 last=keep reason=rewritten
+[llm clean] completed=1407200 submitted=1407271 kept=3741618 rejected=131378 last=keep reason=rewritten
+[llm clean] completed=1407300 submitted=1407371 kept=3741699 rejected=131397 last=keep reason=rewritten
+[llm clean] completed=1407400 submitted=1407471 kept=3741797 rejected=131399 last=keep reason=rewritten
+[llm clean] completed=1407500 submitted=1407571 kept=3741895 rejected=131401 last=keep reason=rewritten
+[llm clean] completed=1407600 submitted=1407671 kept=3741988 rejected=131408 last=keep reason=rewritten
+[llm clean] completed=1407700 submitted=1407771 kept=3742081 rejected=131415 last=keep reason=rewritten
+[llm clean] completed=1407800 submitted=1407871 kept=3742180 rejected=131416 last=keep reason=rewritten
+[llm clean] completed=1407900 submitted=1407971 kept=3742275 rejected=131421 last=keep reason=rewritten
+[llm clean] completed=1408000 submitted=1408071 kept=3742374 rejected=131422 last=keep reason=rewritten
+[llm clean] completed=1408100 submitted=1408171 kept=3742472 rejected=131424 last=keep reason=rewritten
+[llm clean] completed=1408200 submitted=1408271 kept=3742571 rejected=131425 last=keep reason=rewritten
+[llm clean] completed=1408300 submitted=1408371 kept=3742652 rejected=131444 last=keep reason=rewritten
+[llm clean] completed=1408400 submitted=1408471 kept=3742751 rejected=131445 last=keep reason=rewritten
+[llm clean] completed=1408500 submitted=1408571 kept=3742850 rejected=131446 last=keep reason=rewritten
+[llm clean] completed=1408600 submitted=1408671 kept=3742950 rejected=131446 last=keep reason=rewritten
+[llm clean] completed=1408700 submitted=1408771 kept=3743050 rejected=131446 last=keep reason=rewritten
+[llm clean] completed=1408800 submitted=1408871 kept=3743146 rejected=131450 last=keep reason=rewritten
+[llm clean] completed=1408900 submitted=1408971 kept=3743244 rejected=131452 last=keep reason=rewritten
+[llm clean] completed=1409000 submitted=1409071 kept=3743342 rejected=131454 last=keep reason=rewritten
+[llm clean] completed=1409100 submitted=1409171 kept=3743440 rejected=131456 last=keep reason=rewritten
+[llm clean] completed=1409200 submitted=1409271 kept=3743538 rejected=131458 last=keep reason=rewritten
+[llm clean] completed=1409300 submitted=1409371 kept=3743636 rejected=131460 last=keep reason=rewritten
+[llm clean] completed=1409400 submitted=1409471 kept=3743731 rejected=131465 last=keep reason=rewritten
+[llm clean] completed=1409500 submitted=1409571 kept=3743830 rejected=131466 last=keep reason=rewritten
+[llm clean] completed=1409600 submitted=1409671 kept=3743929 rejected=131467 last=keep reason=rewritten
+[llm clean] completed=1409700 submitted=1409771 kept=3744014 rejected=131482 last=keep reason=rewritten
+[llm clean] completed=1409800 submitted=1409871 kept=3744114 rejected=131482 last=keep reason=rewritten
+[llm clean] completed=1409900 submitted=1409971 kept=3744212 rejected=131484 last=keep reason=rewritten
+[llm clean] completed=1410000 submitted=1410071 kept=3744312 rejected=131484 last=keep reason=rewritten
+[llm clean] completed=1410100 submitted=1410171 kept=3744408 rejected=131488 last=keep reason=rewritten
+[llm clean] completed=1410200 submitted=1410271 kept=3744508 rejected=131488 last=keep reason=rewritten
+[llm clean] completed=1410300 submitted=1410371 kept=3744604 rejected=131492 last=keep reason=rewritten
+[llm clean] completed=1410400 submitted=1410471 kept=3744702 rejected=131494 last=keep reason=rewritten
+[llm clean] completed=1410500 submitted=1410571 kept=3744798 rejected=131498 last=keep reason=rewritten
+[llm clean] completed=1410600 submitted=1410671 kept=3744895 rejected=131501 last=keep reason=rewritten
+[llm clean] completed=1410700 submitted=1410771 kept=3744993 rejected=131503 last=keep reason=rewritten
+[llm clean] completed=1410800 submitted=1410871 kept=3745090 rejected=131506 last=keep reason=rewritten
+[llm clean] completed=1410900 submitted=1410971 kept=3745189 rejected=131507 last=keep reason=rewritten
+[llm clean] completed=1411000 submitted=1411071 kept=3745278 rejected=131518 last=keep reason=rewritten
+[llm clean] completed=1411100 submitted=1411171 kept=3745374 rejected=131522 last=keep reason=rewritten
+[llm clean] completed=1411200 submitted=1411271 kept=3745465 rejected=131531 last=keep reason=rewritten
+[llm clean] completed=1411300 submitted=1411371 kept=3745555 rejected=131541 last=keep reason=rewritten
+[llm clean] completed=1411400 submitted=1411471 kept=3745654 rejected=131542 last=keep reason=rewritten
+[llm clean] completed=1411500 submitted=1411571 kept=3745753 rejected=131543 last=keep reason=rewritten
+[llm clean] completed=1411600 submitted=1411671 kept=3745853 rejected=131543 last=keep reason=rewritten
+[llm clean] completed=1411700 submitted=1411771 kept=3745949 rejected=131547 last=keep reason=rewritten
+[llm clean] completed=1411800 submitted=1411871 kept=3746046 rejected=131550 last=keep reason=rewritten
+[llm clean] completed=1411900 submitted=1411971 kept=3746145 rejected=131551 last=keep reason=rewritten
+[llm clean] completed=1412000 submitted=1412071 kept=3746239 rejected=131557 last=keep reason=rewritten
+[llm clean] completed=1412100 submitted=1412171 kept=3746335 rejected=131561 last=keep reason=rewritten
+[llm clean] completed=1412200 submitted=1412271 kept=3746434 rejected=131562 last=keep reason=rewritten
+[llm clean] completed=1412300 submitted=1412371 kept=3746533 rejected=131563 last=keep reason=rewritten
+[llm clean] completed=1412400 submitted=1412471 kept=3746632 rejected=131564 last=keep reason=rewritten
+[llm clean] completed=1412500 submitted=1412571 kept=3746730 rejected=131566 last=keep reason=rewritten
+[llm clean] completed=1412600 submitted=1412671 kept=3746830 rejected=131566 last=keep reason=rewritten
+[llm clean] completed=1412700 submitted=1412771 kept=3746927 rejected=131569 last=keep reason=rewritten
+[llm clean] completed=1412800 submitted=1412871 kept=3747026 rejected=131570 last=keep reason=rewritten
+[llm clean] completed=1412900 submitted=1412971 kept=3747125 rejected=131571 last=keep reason=rewritten
+[llm clean] completed=1413000 submitted=1413071 kept=3747217 rejected=131579 last=keep reason=rewritten
+[llm clean] completed=1413100 submitted=1413171 kept=3747310 rejected=131586 last=keep reason=rewritten
+[llm clean] completed=1413200 submitted=1413271 kept=3747408 rejected=131588 last=keep reason=rewritten
+[llm clean] completed=1413300 submitted=1413371 kept=3747506 rejected=131590 last=keep reason=rewritten
+[llm clean] completed=1413400 submitted=1413471 kept=3747604 rejected=131592 last=keep reason=rewritten
+[llm clean] completed=1413500 submitted=1413571 kept=3747704 rejected=131592 last=keep reason=rewritten
+[llm clean] completed=1413600 submitted=1413671 kept=3747801 rejected=131595 last=keep reason=rewritten
+[llm clean] completed=1413700 submitted=1413771 kept=3747899 rejected=131597 last=keep reason=rewritten
+[llm clean] completed=1413800 submitted=1413871 kept=3747999 rejected=131597 last=keep reason=rewritten
+[llm clean] completed=1413900 submitted=1413971 kept=3748098 rejected=131598 last=keep reason=rewritten
+[llm clean] completed=1414000 submitted=1414071 kept=3748198 rejected=131598 last=keep reason=rewritten
+[llm clean] completed=1414100 submitted=1414171 kept=3748296 rejected=131600 last=keep reason=rewritten
+[llm clean] completed=1414200 submitted=1414271 kept=3748392 rejected=131604 last=reject reason=The text is a highly biased, conspiracy-laden political opinion piece with no verifiable factual basis, relying on misle
+[llm clean] completed=1414300 submitted=1414371 kept=3748492 rejected=131604 last=keep reason=rewritten
+[llm clean] completed=1414400 submitted=1414471 kept=3748589 rejected=131607 last=keep reason=rewritten
+[llm clean] completed=1414500 submitted=1414571 kept=3748686 rejected=131610 last=keep reason=rewritten
+[llm clean] completed=1414600 submitted=1414671 kept=3748785 rejected=131611 last=keep reason=rewritten
+[llm clean] completed=1414700 submitted=1414771 kept=3748878 rejected=131618 last=keep reason=rewritten
+[llm clean] completed=1414800 submitted=1414871 kept=3748975 rejected=131621 last=keep reason=rewritten
+[llm clean] completed=1414900 submitted=1414971 kept=3749073 rejected=131623 last=keep reason=rewritten
+[llm clean] completed=1415000 submitted=1415071 kept=3749168 rejected=131628 last=keep reason=rewritten
+[llm clean] completed=1415100 submitted=1415171 kept=3749265 rejected=131631 last=keep reason=rewritten
+[llm clean] completed=1415200 submitted=1415271 kept=3749364 rejected=131632 last=keep reason=rewritten
+[llm clean] completed=1415300 submitted=1415371 kept=3749460 rejected=131636 last=keep reason=rewritten
+[llm clean] completed=1415400 submitted=1415471 kept=3749559 rejected=131637 last=keep reason=rewritten
+[llm clean] completed=1415500 submitted=1415571 kept=3749657 rejected=131639 last=keep reason=rewritten
+[llm clean] completed=1415600 submitted=1415671 kept=3749757 rejected=131639 last=keep reason=rewritten
+[llm clean] completed=1415700 submitted=1415771 kept=3749854 rejected=131642 last=keep reason=rewritten
+[llm clean] completed=1415800 submitted=1415871 kept=3749950 rejected=131646 last=keep reason=rewritten
+[llm clean] completed=1415900 submitted=1415971 kept=3750048 rejected=131648 last=keep reason=rewritten
+[llm clean] completed=1416000 submitted=1416071 kept=3750144 rejected=131652 last=keep reason=rewritten
+[llm clean] completed=1416100 submitted=1416171 kept=3750230 rejected=131666 last=keep reason=rewritten
+[llm clean] completed=1416200 submitted=1416271 kept=3750327 rejected=131669 last=keep reason=rewritten
+[llm clean] completed=1416300 submitted=1416371 kept=3750426 rejected=131670 last=keep reason=rewritten
+[llm clean] completed=1416400 submitted=1416471 kept=3750526 rejected=131670 last=keep reason=rewritten
+[llm clean] completed=1416500 submitted=1416571 kept=3750623 rejected=131673 last=keep reason=rewritten
+[llm clean] completed=1416600 submitted=1416671 kept=3750723 rejected=131673 last=keep reason=rewritten
+[llm clean] completed=1416700 submitted=1416771 kept=3750822 rejected=131674 last=keep reason=rewritten
+[llm clean] completed=1416800 submitted=1416871 kept=3750919 rejected=131677 last=keep reason=rewritten
+[llm clean] completed=1416900 submitted=1416971 kept=3751017 rejected=131679 last=keep reason=rewritten
+[llm clean] completed=1417000 submitted=1417071 kept=3751113 rejected=131683 last=keep reason=rewritten
+[llm clean] completed=1417100 submitted=1417171 kept=3751209 rejected=131687 last=keep reason=rewritten
+[llm clean] completed=1417200 submitted=1417271 kept=3751305 rejected=131691 last=keep reason=rewritten
+[llm clean] completed=1417300 submitted=1417371 kept=3751398 rejected=131698 last=keep reason=rewritten
+[llm clean] completed=1417400 submitted=1417471 kept=3751495 rejected=131701 last=keep reason=rewritten
+[llm clean] completed=1417500 submitted=1417571 kept=3751595 rejected=131701 last=keep reason=rewritten
+[llm clean] completed=1417600 submitted=1417671 kept=3751692 rejected=131704 last=keep reason=rewritten
+[llm clean] completed=1417700 submitted=1417771 kept=3751790 rejected=131706 last=keep reason=rewritten
+[llm clean] completed=1417800 submitted=1417871 kept=3751889 rejected=131707 last=keep reason=rewritten
+[llm clean] completed=1417900 submitted=1417971 kept=3751981 rejected=131715 last=keep reason=rewritten
+[llm clean] completed=1418000 submitted=1418070 kept=3752080 rejected=131716 last=keep reason=rewritten
+[llm clean] completed=1418100 submitted=1418171 kept=3752180 rejected=131716 last=keep reason=rewritten
+[llm clean] completed=1418200 submitted=1418271 kept=3752270 rejected=131726 last=keep reason=rewritten
+[llm clean] completed=1418300 submitted=1418371 kept=3752359 rejected=131737 last=keep reason=rewritten
+[llm clean] completed=1418400 submitted=1418471 kept=3752458 rejected=131738 last=keep reason=rewritten
+[llm clean] completed=1418500 submitted=1418571 kept=3752556 rejected=131740 last=keep reason=rewritten
+[llm clean] completed=1418600 submitted=1418671 kept=3752653 rejected=131743 last=keep reason=rewritten
+[llm clean] completed=1418700 submitted=1418771 kept=3752749 rejected=131747 last=keep reason=rewritten
+[llm clean] completed=1418800 submitted=1418871 kept=3752847 rejected=131749 last=keep reason=rewritten
+[llm clean] completed=1418900 submitted=1418971 kept=3752947 rejected=131749 last=keep reason=rewritten
+[llm clean] completed=1419000 submitted=1419071 kept=3753045 rejected=131751 last=keep reason=rewritten
+[llm clean] completed=1419100 submitted=1419171 kept=3753142 rejected=131754 last=keep reason=rewritten
+[llm clean] completed=1419200 submitted=1419271 kept=3753239 rejected=131757 last=keep reason=rewritten
+[llm clean] completed=1419300 submitted=1419371 kept=3753336 rejected=131760 last=keep reason=rewritten
+[llm clean] completed=1419400 submitted=1419471 kept=3753435 rejected=131761 last=keep reason=rewritten
+[llm clean] completed=1419500 submitted=1419571 kept=3753530 rejected=131766 last=keep reason=rewritten
+[llm clean] completed=1419600 submitted=1419671 kept=3753628 rejected=131768 last=keep reason=rewritten
+[llm clean] completed=1419700 submitted=1419771 kept=3753725 rejected=131771 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1419800 submitted=1419871 kept=3753814 rejected=131782 last=keep reason=rewritten
+[llm clean] completed=1419900 submitted=1419971 kept=3753898 rejected=131798 last=keep reason=rewritten
+[llm clean] completed=1420000 submitted=1420071 kept=3753996 rejected=131800 last=keep reason=rewritten
+[llm clean] completed=1420100 submitted=1420171 kept=3754094 rejected=131802 last=keep reason=rewritten
+[llm clean] completed=1420200 submitted=1420271 kept=3754190 rejected=131806 last=keep reason=rewritten
+[llm clean] completed=1420300 submitted=1420371 kept=3754289 rejected=131807 last=keep reason=rewritten
+[llm clean] completed=1420400 submitted=1420471 kept=3754385 rejected=131811 last=keep reason=rewritten
+[llm clean] completed=1420500 submitted=1420571 kept=3754483 rejected=131813 last=keep reason=rewritten
+[llm clean] completed=1420600 submitted=1420671 kept=3754580 rejected=131816 last=keep reason=rewritten
+[llm clean] completed=1420700 submitted=1420771 kept=3754678 rejected=131818 last=keep reason=rewritten
+[llm clean] completed=1420800 submitted=1420871 kept=3754774 rejected=131822 last=keep reason=rewritten
+[llm clean] completed=1420900 submitted=1420971 kept=3754872 rejected=131824 last=keep reason=rewritten
+[llm clean] completed=1421000 submitted=1421071 kept=3754970 rejected=131826 last=keep reason=rewritten
+[llm clean] completed=1421100 submitted=1421171 kept=3755065 rejected=131831 last=keep reason=rewritten
+[llm clean] completed=1421200 submitted=1421271 kept=3755165 rejected=131831 last=keep reason=rewritten
+[llm clean] completed=1421300 submitted=1421371 kept=3755260 rejected=131836 last=keep reason=rewritten
+[llm clean] completed=1421400 submitted=1421471 kept=3755355 rejected=131841 last=keep reason=rewritten
+[llm clean] completed=1421500 submitted=1421571 kept=3755455 rejected=131841 last=keep reason=rewritten
+[llm clean] completed=1421600 submitted=1421671 kept=3755553 rejected=131843 last=keep reason=rewritten
+[llm clean] completed=1421700 submitted=1421771 kept=3755647 rejected=131849 last=keep reason=rewritten
+[llm clean] completed=1421800 submitted=1421871 kept=3755743 rejected=131853 last=keep reason=rewritten
+[llm clean] completed=1421900 submitted=1421971 kept=3755842 rejected=131854 last=keep reason=rewritten
+[llm clean] completed=1422000 submitted=1422071 kept=3755941 rejected=131855 last=keep reason=rewritten
+[llm clean] completed=1422100 submitted=1422171 kept=3756041 rejected=131855 last=keep reason=rewritten
+[llm clean] completed=1422200 submitted=1422271 kept=3756138 rejected=131858 last=keep reason=rewritten
+[llm clean] completed=1422300 submitted=1422371 kept=3756234 rejected=131862 last=keep reason=rewritten
+[llm clean] completed=1422400 submitted=1422471 kept=3756329 rejected=131867 last=keep reason=rewritten
+[llm clean] completed=1422500 submitted=1422571 kept=3756424 rejected=131872 last=keep reason=rewritten
+[llm clean] completed=1422600 submitted=1422671 kept=3756521 rejected=131875 last=keep reason=rewritten
+[llm clean] completed=1422700 submitted=1422771 kept=3756610 rejected=131886 last=keep reason=rewritten
+[llm clean] completed=1422800 submitted=1422871 kept=3756709 rejected=131887 last=keep reason=rewritten
+[llm clean] completed=1422900 submitted=1422971 kept=3756807 rejected=131889 last=keep reason=rewritten
+[llm clean] completed=1423000 submitted=1423071 kept=3756898 rejected=131898 last=keep reason=rewritten
+[llm clean] completed=1423100 submitted=1423171 kept=3756997 rejected=131899 last=keep reason=rewritten
+[llm clean] completed=1423200 submitted=1423271 kept=3757085 rejected=131911 last=keep reason=rewritten
+[llm clean] completed=1423300 submitted=1423371 kept=3757182 rejected=131914 last=keep reason=rewritten
+[llm clean] completed=1423400 submitted=1423471 kept=3757277 rejected=131919 last=keep reason=rewritten
+[llm clean] completed=1423500 submitted=1423571 kept=3757374 rejected=131922 last=keep reason=rewritten
+[llm clean] completed=1423600 submitted=1423671 kept=3757473 rejected=131923 last=keep reason=rewritten
+[llm clean] completed=1423700 submitted=1423771 kept=3757571 rejected=131925 last=keep reason=rewritten
+[llm clean] completed=1423800 submitted=1423871 kept=3757670 rejected=131926 last=keep reason=rewritten
+[llm clean] completed=1423900 submitted=1423971 kept=3757770 rejected=131926 last=keep reason=rewritten
+[llm clean] completed=1424000 submitted=1424071 kept=3757868 rejected=131928 last=keep reason=rewritten
+[llm clean] completed=1424100 submitted=1424171 kept=3757955 rejected=131941 last=keep reason=rewritten
+[llm clean] completed=1424200 submitted=1424271 kept=3758054 rejected=131942 last=keep reason=rewritten
+[llm clean] completed=1424300 submitted=1424371 kept=3758153 rejected=131943 last=keep reason=rewritten
+[llm clean] completed=1424400 submitted=1424471 kept=3758251 rejected=131945 last=keep reason=rewritten
+[llm clean] completed=1424500 submitted=1424571 kept=3758350 rejected=131946 last=keep reason=rewritten
+[llm clean] completed=1424600 submitted=1424671 kept=3758448 rejected=131948 last=keep reason=rewritten
+[llm clean] completed=1424700 submitted=1424771 kept=3758546 rejected=131950 last=keep reason=rewritten
+[llm clean] completed=1424800 submitted=1424871 kept=3758644 rejected=131952 last=keep reason=rewritten
+[llm clean] completed=1424900 submitted=1424971 kept=3758744 rejected=131952 last=keep reason=rewritten
+[llm clean] completed=1425000 submitted=1425071 kept=3758841 rejected=131955 last=keep reason=rewritten
+[llm clean] completed=1425100 submitted=1425171 kept=3758941 rejected=131955 last=keep reason=rewritten
+[llm clean] completed=1425200 submitted=1425271 kept=3759040 rejected=131956 last=keep reason=rewritten
+[llm clean] completed=1425300 submitted=1425371 kept=3759140 rejected=131956 last=keep reason=rewritten
+[llm clean] completed=1425400 submitted=1425471 kept=3759232 rejected=131964 last=keep reason=rewritten
+[llm clean] completed=1425500 submitted=1425571 kept=3759330 rejected=131966 last=keep reason=rewritten
+[llm clean] completed=1425600 submitted=1425671 kept=3759427 rejected=131969 last=keep reason=rewritten
+[llm clean] completed=1425700 submitted=1425771 kept=3759524 rejected=131972 last=keep reason=rewritten
+[llm clean] completed=1425800 submitted=1425871 kept=3759618 rejected=131978 last=keep reason=rewritten
+[llm clean] completed=1425900 submitted=1425971 kept=3759715 rejected=131981 last=keep reason=rewritten
+[llm clean] completed=1426000 submitted=1426071 kept=3759812 rejected=131984 last=keep reason=rewritten
+[llm clean] completed=1426100 submitted=1426171 kept=3759910 rejected=131986 last=keep reason=rewritten
+[llm clean] completed=1426200 submitted=1426271 kept=3760007 rejected=131989 last=reject reason=The text is a list of isolated incident reports with repetitive structure and navigation artifacts ('Read More…'), lacki
+[llm clean] completed=1426300 submitted=1426371 kept=3760095 rejected=132001 last=keep reason=rewritten
+[llm clean] completed=1426400 submitted=1426471 kept=3760193 rejected=132003 last=keep reason=rewritten
+[llm clean] completed=1426500 submitted=1426571 kept=3760293 rejected=132003 last=keep reason=rewritten
+[llm clean] completed=1426600 submitted=1426671 kept=3760389 rejected=132007 last=keep reason=rewritten
+[llm clean] completed=1426700 submitted=1426771 kept=3760483 rejected=132013 last=keep reason=rewritten
+[llm clean] completed=1426800 submitted=1426871 kept=3760583 rejected=132013 last=keep reason=rewritten
+[llm clean] completed=1426900 submitted=1426971 kept=3760682 rejected=132014 last=keep reason=rewritten
+[llm clean] completed=1427000 submitted=1427071 kept=3760781 rejected=132015 last=keep reason=rewritten
+[llm clean] completed=1427100 submitted=1427171 kept=3760879 rejected=132017 last=keep reason=rewritten
+[llm clean] completed=1427200 submitted=1427271 kept=3760978 rejected=132018 last=keep reason=rewritten
+[llm clean] completed=1427300 submitted=1427371 kept=3761076 rejected=132020 last=keep reason=rewritten
+[llm clean] completed=1427400 submitted=1427471 kept=3761171 rejected=132025 last=keep reason=rewritten
+[llm clean] completed=1427500 submitted=1427571 kept=3761271 rejected=132025 last=keep reason=rewritten
+[llm clean] completed=1427600 submitted=1427671 kept=3761368 rejected=132028 last=keep reason=rewritten
+[llm clean] completed=1427700 submitted=1427771 kept=3761455 rejected=132041 last=keep reason=rewritten
+[llm clean] completed=1427800 submitted=1427871 kept=3761555 rejected=132041 last=keep reason=rewritten
+[llm clean] completed=1427900 submitted=1427971 kept=3761652 rejected=132044 last=keep reason=rewritten
+[llm clean] completed=1428000 submitted=1428071 kept=3761752 rejected=132044 last=keep reason=rewritten
+[llm clean] completed=1428100 submitted=1428171 kept=3761851 rejected=132045 last=keep reason=rewritten
+[llm clean] completed=1428200 submitted=1428271 kept=3761945 rejected=132051 last=keep reason=rewritten
+[llm clean] completed=1428300 submitted=1428371 kept=3762043 rejected=132053 last=keep reason=rewritten
+[llm clean] completed=1428400 submitted=1428471 kept=3762142 rejected=132054 last=keep reason=rewritten
+[llm clean] completed=1428500 submitted=1428571 kept=3762239 rejected=132057 last=keep reason=rewritten
+[llm clean] completed=1428600 submitted=1428671 kept=3762337 rejected=132059 last=keep reason=rewritten
+[llm clean] completed=1428700 submitted=1428771 kept=3762435 rejected=132061 last=keep reason=rewritten
+[llm clean] completed=1428800 submitted=1428871 kept=3762532 rejected=132064 last=keep reason=rewritten
+[llm clean] completed=1428900 submitted=1428971 kept=3762630 rejected=132066 last=keep reason=rewritten
+[llm clean] completed=1429000 submitted=1429071 kept=3762727 rejected=132069 last=keep reason=rewritten
+[llm clean] completed=1429100 submitted=1429171 kept=3762817 rejected=132079 last=keep reason=rewritten
+[llm clean] completed=1429200 submitted=1429271 kept=3762916 rejected=132080 last=keep reason=rewritten
+[llm clean] completed=1429300 submitted=1429371 kept=3763014 rejected=132082 last=keep reason=rewritten
+[llm clean] completed=1429400 submitted=1429471 kept=3763114 rejected=132082 last=keep reason=rewritten
+[llm clean] completed=1429500 submitted=1429571 kept=3763213 rejected=132083 last=keep reason=rewritten
+[llm clean] completed=1429600 submitted=1429671 kept=3763311 rejected=132085 last=keep reason=rewritten
+[llm clean] completed=1429700 submitted=1429771 kept=3763409 rejected=132087 last=keep reason=rewritten
+[llm clean] completed=1429800 submitted=1429871 kept=3763508 rejected=132088 last=keep reason=rewritten
+[llm clean] completed=1429900 submitted=1429971 kept=3763607 rejected=132089 last=keep reason=rewritten
+[llm clean] completed=1430000 submitted=1430071 kept=3763701 rejected=132095 last=keep reason=rewritten
+[llm clean] completed=1430100 submitted=1430171 kept=3763793 rejected=132103 last=keep reason=rewritten
+[llm clean] completed=1430200 submitted=1430271 kept=3763891 rejected=132105 last=reject reason=The text is a list of regulatory notifications and product specifications (mercury levels in shark products) without mea
+[llm clean] completed=1430300 submitted=1430371 kept=3763984 rejected=132112 last=keep reason=rewritten
+[llm clean] completed=1430400 submitted=1430471 kept=3764083 rejected=132113 last=keep reason=rewritten
+[llm clean] completed=1430500 submitted=1430571 kept=3764181 rejected=132115 last=keep reason=rewritten
+[llm clean] completed=1430600 submitted=1430671 kept=3764279 rejected=132117 last=keep reason=rewritten
+[llm clean] completed=1430700 submitted=1430771 kept=3764377 rejected=132119 last=keep reason=rewritten
+[llm clean] completed=1430800 submitted=1430871 kept=3764474 rejected=132122 last=keep reason=rewritten
+[llm clean] completed=1430900 submitted=1430971 kept=3764572 rejected=132124 last=keep reason=rewritten
+[llm clean] completed=1431000 submitted=1431071 kept=3764663 rejected=132133 last=keep reason=rewritten
+[llm clean] completed=1431100 submitted=1431171 kept=3764761 rejected=132135 last=reject reason=The input is a list of unrelated headlines, titles, and comments without coherent narrative or context. It consists most
+[llm clean] completed=1431200 submitted=1431271 kept=3764857 rejected=132139 last=keep reason=rewritten
+[llm clean] completed=1431300 submitted=1431371 kept=3764953 rejected=132143 last=keep reason=rewritten
+[llm clean] completed=1431400 submitted=1431471 kept=3765051 rejected=132145 last=keep reason=rewritten
+[llm clean] completed=1431500 submitted=1431571 kept=3765147 rejected=132149 last=keep reason=rewritten
+[llm clean] completed=1431600 submitted=1431671 kept=3765245 rejected=132151 last=keep reason=rewritten
+[llm clean] completed=1431700 submitted=1431771 kept=3765341 rejected=132155 last=keep reason=rewritten
+[llm clean] completed=1431800 submitted=1431871 kept=3765438 rejected=132158 last=keep reason=rewritten
+[llm clean] completed=1431900 submitted=1431971 kept=3765536 rejected=132160 last=keep reason=rewritten
+[llm clean] completed=1432000 submitted=1432071 kept=3765636 rejected=132160 last=keep reason=rewritten
+[llm clean] completed=1432100 submitted=1432171 kept=3765735 rejected=132161 last=keep reason=rewritten
+[llm clean] completed=1432200 submitted=1432271 kept=3765832 rejected=132164 last=keep reason=rewritten
+[llm clean] completed=1432300 submitted=1432371 kept=3765928 rejected=132168 last=keep reason=rewritten
+[llm clean] completed=1432400 submitted=1432471 kept=3766025 rejected=132171 last=keep reason=rewritten
+[llm clean] completed=1432500 submitted=1432571 kept=3766124 rejected=132172 last=keep reason=rewritten
+[llm clean] completed=1432600 submitted=1432671 kept=3766222 rejected=132174 last=keep reason=rewritten
+[llm clean] completed=1432700 submitted=1432771 kept=3766321 rejected=132175 last=keep reason=rewritten
+[llm clean] completed=1432800 submitted=1432871 kept=3766418 rejected=132178 last=keep reason=rewritten
+[llm clean] completed=1432900 submitted=1432971 kept=3766516 rejected=132180 last=keep reason=rewritten
+[llm clean] completed=1433000 submitted=1433071 kept=3766613 rejected=132183 last=keep reason=rewritten
+[llm clean] completed=1433100 submitted=1433171 kept=3766710 rejected=132186 last=keep reason=rewritten
+[llm clean] completed=1433200 submitted=1433271 kept=3766808 rejected=132188 last=keep reason=rewritten
+[llm clean] completed=1433300 submitted=1433371 kept=3766907 rejected=132189 last=keep reason=rewritten
+[llm clean] completed=1433400 submitted=1433471 kept=3766996 rejected=132200 last=keep reason=rewritten
+[llm clean] completed=1433500 submitted=1433571 kept=3767096 rejected=132200 last=keep reason=rewritten
+[llm clean] completed=1433600 submitted=1433671 kept=3767193 rejected=132203 last=keep reason=rewritten
+[llm clean] completed=1433700 submitted=1433771 kept=3767292 rejected=132204 last=keep reason=rewritten
+[llm clean] completed=1433800 submitted=1433871 kept=3767383 rejected=132213 last=keep reason=rewritten
+[llm clean] completed=1433900 submitted=1433971 kept=3767482 rejected=132214 last=keep reason=rewritten
+[llm clean] completed=1434000 submitted=1434071 kept=3767566 rejected=132230 last=keep reason=rewritten
+[llm clean] completed=1434100 submitted=1434171 kept=3767663 rejected=132233 last=keep reason=rewritten
+[llm clean] completed=1434200 submitted=1434271 kept=3767761 rejected=132235 last=keep reason=rewritten
+[llm clean] completed=1434300 submitted=1434371 kept=3767858 rejected=132238 last=keep reason=rewritten
+[llm clean] completed=1434400 submitted=1434471 kept=3767954 rejected=132242 last=keep reason=rewritten
+[llm clean] completed=1434500 submitted=1434571 kept=3768054 rejected=132242 last=keep reason=rewritten
+[llm clean] completed=1434600 submitted=1434671 kept=3768152 rejected=132244 last=keep reason=rewritten
+[llm clean] completed=1434700 submitted=1434771 kept=3768249 rejected=132247 last=keep reason=rewritten
+[llm clean] completed=1434800 submitted=1434871 kept=3768347 rejected=132249 last=reject reason=The text is a highly biased, misogynistic rant containing generalizations and stereotypes about women. It does not const
+[llm clean] completed=1434900 submitted=1434971 kept=3768442 rejected=132254 last=keep reason=rewritten
+[llm clean] completed=1435000 submitted=1435071 kept=3768540 rejected=132256 last=keep reason=rewritten
+[llm clean] completed=1435100 submitted=1435171 kept=3768639 rejected=132257 last=keep reason=rewritten
+[llm clean] completed=1435200 submitted=1435271 kept=3768732 rejected=132264 last=keep reason=rewritten
+[llm clean] completed=1435300 submitted=1435371 kept=3768814 rejected=132282 last=keep reason=rewritten
+[llm clean] completed=1435400 submitted=1435471 kept=3768912 rejected=132284 last=keep reason=rewritten
+[llm clean] completed=1435500 submitted=1435571 kept=3768989 rejected=132307 last=keep reason=rewritten
+[llm clean] completed=1435600 submitted=1435671 kept=3769087 rejected=132309 last=keep reason=rewritten
+[llm clean] completed=1435700 submitted=1435771 kept=3769184 rejected=132312 last=keep reason=rewritten
+[llm clean] completed=1435800 submitted=1435871 kept=3769278 rejected=132318 last=keep reason=rewritten
+[llm clean] completed=1435900 submitted=1435971 kept=3769377 rejected=132319 last=keep reason=rewritten
+[llm clean] completed=1436000 submitted=1436071 kept=3769476 rejected=132320 last=keep reason=rewritten
+[llm clean] completed=1436100 submitted=1436171 kept=3769570 rejected=132326 last=keep reason=rewritten
+[llm clean] completed=1436200 submitted=1436271 kept=3769669 rejected=132327 last=keep reason=rewritten
+[llm clean] completed=1436300 submitted=1436371 kept=3769767 rejected=132329 last=keep reason=rewritten
+[llm clean] completed=1436400 submitted=1436471 kept=3769865 rejected=132331 last=keep reason=rewritten
+[llm clean] completed=1436500 submitted=1436571 kept=3769961 rejected=132335 last=keep reason=rewritten
+[llm clean] completed=1436600 submitted=1436671 kept=3770059 rejected=132337 last=keep reason=rewritten
+[llm clean] completed=1436700 submitted=1436771 kept=3770158 rejected=132338 last=keep reason=rewritten
+[llm clean] completed=1436800 submitted=1436871 kept=3770258 rejected=132338 last=keep reason=rewritten
+[llm clean] completed=1436900 submitted=1436971 kept=3770356 rejected=132340 last=keep reason=rewritten
+[llm clean] completed=1437000 submitted=1437071 kept=3770443 rejected=132353 last=keep reason=rewritten
+[llm clean] completed=1437100 submitted=1437171 kept=3770540 rejected=132356 last=keep reason=rewritten
+[llm clean] completed=1437200 submitted=1437271 kept=3770636 rejected=132360 last=keep reason=rewritten
+[llm clean] completed=1437300 submitted=1437371 kept=3770736 rejected=132360 last=keep reason=rewritten
+[llm clean] completed=1437400 submitted=1437471 kept=3770833 rejected=132363 last=keep reason=rewritten
+[llm clean] completed=1437500 submitted=1437571 kept=3770928 rejected=132368 last=keep reason=rewritten
+[llm clean] completed=1437600 submitted=1437671 kept=3771020 rejected=132376 last=keep reason=rewritten
+[llm clean] completed=1437700 submitted=1437771 kept=3771118 rejected=132378 last=reject reason=The text contains severe hate speech, antisemitic tropes, and conspiracy theories (e.g., blaming 'The Jew' for global ec
+[llm clean] completed=1437800 submitted=1437871 kept=3771210 rejected=132386 last=keep reason=rewritten
+[llm clean] completed=1437900 submitted=1437971 kept=3771308 rejected=132388 last=keep reason=rewritten
+[llm clean] completed=1438000 submitted=1438071 kept=3771404 rejected=132392 last=keep reason=rewritten
+[llm clean] completed=1438100 submitted=1438171 kept=3771501 rejected=132395 last=keep reason=rewritten
+[llm clean] completed=1438200 submitted=1438271 kept=3771598 rejected=132398 last=keep reason=rewritten
+[llm clean] completed=1438300 submitted=1438371 kept=3771694 rejected=132402 last=keep reason=rewritten
+[llm clean] completed=1438400 submitted=1438471 kept=3771793 rejected=132403 last=keep reason=rewritten
+[llm clean] completed=1438500 submitted=1438571 kept=3771891 rejected=132405 last=keep reason=rewritten
+[llm clean] completed=1438600 submitted=1438671 kept=3771984 rejected=132412 last=keep reason=rewritten
+[llm clean] completed=1438700 submitted=1438771 kept=3772082 rejected=132414 last=keep reason=rewritten
+[llm clean] completed=1438800 submitted=1438871 kept=3772180 rejected=132416 last=keep reason=rewritten
+[llm clean] completed=1438900 submitted=1438971 kept=3772279 rejected=132417 last=keep reason=rewritten
+[llm clean] completed=1439000 submitted=1439071 kept=3772376 rejected=132420 last=keep reason=rewritten
+[llm clean] completed=1439100 submitted=1439171 kept=3772472 rejected=132424 last=keep reason=rewritten
+[llm clean] completed=1439200 submitted=1439271 kept=3772569 rejected=132427 last=keep reason=rewritten
+[llm clean] completed=1439300 submitted=1439371 kept=3772665 rejected=132431 last=keep reason=rewritten
+[llm clean] completed=1439400 submitted=1439471 kept=3772764 rejected=132432 last=keep reason=rewritten
+[llm clean] completed=1439500 submitted=1439571 kept=3772862 rejected=132434 last=keep reason=rewritten
+[llm clean] completed=1439600 submitted=1439671 kept=3772961 rejected=132435 last=keep reason=rewritten
+[llm clean] completed=1439700 submitted=1439771 kept=3773060 rejected=132436 last=keep reason=rewritten
+[llm clean] completed=1439800 submitted=1439871 kept=3773157 rejected=132439 last=keep reason=rewritten
+[llm clean] completed=1439900 submitted=1439971 kept=3773255 rejected=132441 last=keep reason=rewritten
+[llm clean] completed=1440000 submitted=1440071 kept=3773352 rejected=132444 last=keep reason=rewritten
+[llm clean] completed=1440100 submitted=1440171 kept=3773451 rejected=132445 last=keep reason=rewritten
+[llm clean] completed=1440200 submitted=1440271 kept=3773550 rejected=132446 last=keep reason=rewritten
+[llm clean] completed=1440300 submitted=1440371 kept=3773650 rejected=132446 last=keep reason=rewritten
+[llm clean] completed=1440400 submitted=1440471 kept=3773747 rejected=132449 last=keep reason=rewritten
+[llm clean] completed=1440500 submitted=1440571 kept=3773843 rejected=132453 last=reject reason=The text is a raw list of sports broadcast schedules with dates, times, teams, and channels, lacking coherent prose stru
+[llm clean] completed=1440600 submitted=1440671 kept=3773943 rejected=132453 last=keep reason=rewritten
+[llm clean] completed=1440700 submitted=1440771 kept=3774041 rejected=132455 last=keep reason=rewritten
+[llm clean] completed=1440800 submitted=1440871 kept=3774136 rejected=132460 last=keep reason=rewritten
+[llm clean] completed=1440900 submitted=1440971 kept=3774233 rejected=132463 last=keep reason=rewritten
+[llm clean] completed=1441000 submitted=1441071 kept=3774330 rejected=132466 last=keep reason=rewritten
+[llm clean] completed=1441100 submitted=1441171 kept=3774396 rejected=132500 last=keep reason=rewritten
+[llm clean] completed=1441200 submitted=1441271 kept=3774495 rejected=132501 last=keep reason=rewritten
+[llm clean] completed=1441300 submitted=1441371 kept=3774594 rejected=132502 last=keep reason=rewritten
+[llm clean] completed=1441400 submitted=1441471 kept=3774690 rejected=132506 last=keep reason=rewritten
+[llm clean] completed=1441500 submitted=1441571 kept=3774790 rejected=132506 last=keep reason=rewritten
+[llm clean] completed=1441600 submitted=1441671 kept=3774890 rejected=132506 last=keep reason=rewritten
+[llm clean] completed=1441700 submitted=1441771 kept=3774990 rejected=132506 last=keep reason=rewritten
+[llm clean] completed=1441800 submitted=1441871 kept=3775088 rejected=132508 last=keep reason=rewritten
+[llm clean] completed=1441900 submitted=1441971 kept=3775187 rejected=132509 last=keep reason=rewritten
+[llm clean] completed=1442000 submitted=1442071 kept=3775286 rejected=132510 last=keep reason=rewritten
+[llm clean] completed=1442100 submitted=1442171 kept=3775386 rejected=132510 last=keep reason=rewritten
+[llm clean] completed=1442200 submitted=1442271 kept=3775483 rejected=132513 last=keep reason=rewritten
+[llm clean] completed=1442300 submitted=1442371 kept=3775583 rejected=132513 last=keep reason=rewritten
+[llm clean] completed=1442400 submitted=1442471 kept=3775676 rejected=132520 last=keep reason=rewritten
+[llm clean] completed=1442500 submitted=1442571 kept=3775751 rejected=132545 last=reject reason=The text is a collection of disjointed user reviews, metadata, and navigation links from a book's Amazon page. It lacks 
+[llm clean] completed=1442600 submitted=1442671 kept=3775839 rejected=132557 last=keep reason=rewritten
+[llm clean] completed=1442700 submitted=1442771 kept=3775939 rejected=132557 last=keep reason=rewritten
+[llm clean] completed=1442800 submitted=1442871 kept=3776032 rejected=132564 last=keep reason=rewritten
+[llm clean] completed=1442900 submitted=1442971 kept=3776128 rejected=132568 last=reject reason=The text is primarily in German, with only a few English words. The prompt requires the output to be fluent English arti
+[llm clean] completed=1443000 submitted=1443071 kept=3776224 rejected=132572 last=keep reason=rewritten
+[llm clean] completed=1443100 submitted=1443171 kept=3776323 rejected=132573 last=keep reason=rewritten
+[llm clean] completed=1443200 submitted=1443271 kept=3776423 rejected=132573 last=keep reason=rewritten
+[llm clean] completed=1443300 submitted=1443371 kept=3776522 rejected=132574 last=keep reason=rewritten
+[llm clean] completed=1443400 submitted=1443471 kept=3776621 rejected=132575 last=keep reason=rewritten
+[llm clean] completed=1443500 submitted=1443571 kept=3776720 rejected=132576 last=keep reason=rewritten
+[llm clean] completed=1443600 submitted=1443671 kept=3776820 rejected=132576 last=keep reason=rewritten
+[llm clean] completed=1443700 submitted=1443771 kept=3776913 rejected=132583 last=keep reason=rewritten
+[llm clean] completed=1443800 submitted=1443871 kept=3777010 rejected=132586 last=keep reason=rewritten
+[llm clean] completed=1443900 submitted=1443971 kept=3777107 rejected=132589 last=keep reason=rewritten
+[llm clean] completed=1444000 submitted=1444071 kept=3777202 rejected=132594 last=keep reason=rewritten
+[llm clean] completed=1444100 submitted=1444171 kept=3777284 rejected=132612 last=keep reason=rewritten
+[llm clean] completed=1444200 submitted=1444271 kept=3777381 rejected=132615 last=reject reason=The text is a collection of conspiracy theories, unsubstantiated claims, and highly biased political commentary regardin
+[llm clean] completed=1444300 submitted=1444371 kept=3777479 rejected=132617 last=keep reason=rewritten
+[llm clean] completed=1444400 submitted=1444471 kept=3777573 rejected=132623 last=keep reason=rewritten
+[llm clean] completed=1444500 submitted=1444571 kept=3777664 rejected=132632 last=keep reason=rewritten
+[llm clean] completed=1444600 submitted=1444671 kept=3777759 rejected=132637 last=keep reason=rewritten
+[llm clean] completed=1444700 submitted=1444771 kept=3777857 rejected=132639 last=keep reason=rewritten
+[llm clean] completed=1444800 submitted=1444871 kept=3777955 rejected=132641 last=keep reason=rewritten
+[llm clean] completed=1444900 submitted=1444971 kept=3778048 rejected=132648 last=keep reason=rewritten
+[llm clean] completed=1445000 submitted=1445071 kept=3778143 rejected=132653 last=keep reason=rewritten
+[llm clean] completed=1445100 submitted=1445171 kept=3778242 rejected=132654 last=keep reason=rewritten
+[llm clean] completed=1445200 submitted=1445271 kept=3778339 rejected=132657 last=keep reason=rewritten
+[llm clean] completed=1445300 submitted=1445371 kept=3778433 rejected=132663 last=keep reason=rewritten
+[llm clean] completed=1445400 submitted=1445471 kept=3778530 rejected=132666 last=keep reason=rewritten
+[llm clean] completed=1445500 submitted=1445571 kept=3778627 rejected=132669 last=keep reason=rewritten
+[llm clean] completed=1445600 submitted=1445671 kept=3778721 rejected=132675 last=keep reason=rewritten
+[llm clean] completed=1445700 submitted=1445771 kept=3778819 rejected=132677 last=keep reason=rewritten
+[llm clean] completed=1445800 submitted=1445871 kept=3778916 rejected=132680 last=keep reason=rewritten
+[llm clean] completed=1445900 submitted=1445971 kept=3778999 rejected=132697 last=keep reason=rewritten
+[llm clean] completed=1446000 submitted=1446071 kept=3779098 rejected=132698 last=keep reason=rewritten
+[llm clean] completed=1446100 submitted=1446171 kept=3779178 rejected=132718 last=reject reason=The text consists entirely of image captions, photo credits, and navigation artifacts (e.g., 'Image 259 of 284') without
+[llm clean] completed=1446200 submitted=1446271 kept=3779274 rejected=132722 last=keep reason=rewritten
+[llm clean] completed=1446300 submitted=1446371 kept=3779370 rejected=132726 last=keep reason=rewritten
+[llm clean] completed=1446400 submitted=1446471 kept=3779470 rejected=132726 last=keep reason=rewritten
+[llm clean] completed=1446500 submitted=1446571 kept=3779568 rejected=132728 last=keep reason=rewritten
+[llm clean] completed=1446600 submitted=1446671 kept=3779667 rejected=132729 last=keep reason=rewritten
+[llm clean] completed=1446700 submitted=1446771 kept=3779764 rejected=132732 last=keep reason=rewritten
+[llm clean] completed=1446800 submitted=1446871 kept=3779859 rejected=132737 last=keep reason=rewritten
+[llm clean] completed=1446900 submitted=1446971 kept=3779954 rejected=132742 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1447000 submitted=1447071 kept=3780053 rejected=132743 last=keep reason=rewritten
+[llm clean] completed=1447100 submitted=1447171 kept=3780152 rejected=132744 last=keep reason=rewritten
+[llm clean] completed=1447200 submitted=1447271 kept=3780249 rejected=132747 last=keep reason=rewritten
+[llm clean] completed=1447300 submitted=1447371 kept=3780345 rejected=132751 last=keep reason=rewritten
+[llm clean] completed=1447400 submitted=1447471 kept=3780443 rejected=132753 last=keep reason=rewritten
+[llm clean] completed=1447500 submitted=1447571 kept=3780542 rejected=132754 last=keep reason=rewritten
+[llm clean] completed=1447600 submitted=1447671 kept=3780641 rejected=132755 last=keep reason=rewritten
+[llm clean] completed=1447700 submitted=1447771 kept=3780741 rejected=132755 last=keep reason=rewritten
+[llm clean] completed=1447800 submitted=1447871 kept=3780837 rejected=132759 last=keep reason=rewritten
+[llm clean] completed=1447900 submitted=1447971 kept=3780936 rejected=132760 last=keep reason=rewritten
+[llm clean] completed=1448000 submitted=1448071 kept=3781032 rejected=132764 last=keep reason=rewritten
+[llm clean] completed=1448100 submitted=1448171 kept=3781131 rejected=132765 last=keep reason=rewritten
+[llm clean] completed=1448200 submitted=1448271 kept=3781230 rejected=132766 last=keep reason=rewritten
+[llm clean] completed=1448300 submitted=1448371 kept=3781329 rejected=132767 last=keep reason=rewritten
+[llm clean] completed=1448400 submitted=1448471 kept=3781427 rejected=132769 last=keep reason=rewritten
+[llm clean] completed=1448500 submitted=1448571 kept=3781525 rejected=132771 last=keep reason=rewritten
+[llm clean] completed=1448600 submitted=1448671 kept=3781620 rejected=132776 last=keep reason=rewritten
+[llm clean] completed=1448700 submitted=1448771 kept=3781711 rejected=132785 last=keep reason=rewritten
+[llm clean] completed=1448800 submitted=1448871 kept=3781809 rejected=132787 last=keep reason=rewritten
+[llm clean] completed=1448900 submitted=1448971 kept=3781909 rejected=132787 last=keep reason=rewritten
+[llm clean] completed=1449000 submitted=1449071 kept=3782005 rejected=132791 last=keep reason=rewritten
+[llm clean] completed=1449100 submitted=1449171 kept=3782100 rejected=132796 last=keep reason=rewritten
+[llm clean] completed=1449200 submitted=1449271 kept=3782199 rejected=132797 last=keep reason=rewritten
+[llm clean] completed=1449300 submitted=1449371 kept=3782296 rejected=132800 last=keep reason=rewritten
+[llm clean] completed=1449400 submitted=1449471 kept=3782390 rejected=132806 last=keep reason=rewritten
+[llm clean] completed=1449500 submitted=1449571 kept=3782487 rejected=132809 last=keep reason=rewritten
+[llm clean] completed=1449600 submitted=1449671 kept=3782583 rejected=132813 last=keep reason=rewritten
+[llm clean] completed=1449700 submitted=1449771 kept=3782681 rejected=132815 last=keep reason=rewritten
+[llm clean] completed=1449800 submitted=1449871 kept=3782779 rejected=132817 last=keep reason=rewritten
+[llm clean] completed=1449900 submitted=1449971 kept=3782878 rejected=132818 last=keep reason=rewritten
+[llm clean] completed=1450000 submitted=1450071 kept=3782975 rejected=132821 last=keep reason=rewritten
+[llm clean] completed=1450100 submitted=1450171 kept=3783074 rejected=132822 last=keep reason=rewritten
+[llm clean] completed=1450200 submitted=1450271 kept=3783174 rejected=132822 last=keep reason=rewritten
+[llm clean] completed=1450300 submitted=1450371 kept=3783270 rejected=132826 last=keep reason=rewritten
+[llm clean] completed=1450400 submitted=1450471 kept=3783366 rejected=132830 last=keep reason=rewritten
+[llm clean] completed=1450500 submitted=1450571 kept=3783465 rejected=132831 last=keep reason=rewritten
+[llm clean] completed=1450600 submitted=1450671 kept=3783559 rejected=132837 last=keep reason=rewritten
+[llm clean] completed=1450700 submitted=1450771 kept=3783659 rejected=132837 last=keep reason=rewritten
+[llm clean] completed=1450800 submitted=1450871 kept=3783757 rejected=132839 last=keep reason=rewritten
+[llm clean] completed=1450900 submitted=1450971 kept=3783856 rejected=132840 last=keep reason=rewritten
+[llm clean] completed=1451000 submitted=1451071 kept=3783954 rejected=132842 last=keep reason=rewritten
+[llm clean] completed=1451100 submitted=1451171 kept=3784053 rejected=132843 last=keep reason=rewritten
+[llm clean] completed=1451200 submitted=1451271 kept=3784151 rejected=132845 last=keep reason=rewritten
+[llm clean] completed=1451300 submitted=1451371 kept=3784249 rejected=132847 last=keep reason=rewritten
+[llm clean] completed=1451400 submitted=1451471 kept=3784346 rejected=132850 last=keep reason=rewritten
+[llm clean] completed=1451500 submitted=1451571 kept=3784445 rejected=132851 last=keep reason=rewritten
+[llm clean] completed=1451600 submitted=1451671 kept=3784543 rejected=132853 last=keep reason=rewritten
+[llm clean] completed=1451700 submitted=1451771 kept=3784637 rejected=132859 last=keep reason=rewritten
+[llm clean] completed=1451800 submitted=1451871 kept=3784734 rejected=132862 last=keep reason=rewritten
+[llm clean] completed=1451900 submitted=1451971 kept=3784834 rejected=132862 last=keep reason=rewritten
+[llm clean] completed=1452000 submitted=1452071 kept=3784934 rejected=132862 last=keep reason=rewritten
+[llm clean] completed=1452100 submitted=1452171 kept=3785034 rejected=132862 last=keep reason=rewritten
+[llm clean] completed=1452200 submitted=1452271 kept=3785132 rejected=132864 last=keep reason=rewritten
+[llm clean] completed=1452300 submitted=1452371 kept=3785229 rejected=132867 last=keep reason=rewritten
+[llm clean] completed=1452400 submitted=1452471 kept=3785327 rejected=132869 last=keep reason=rewritten
+[llm clean] completed=1452500 submitted=1452571 kept=3785425 rejected=132871 last=keep reason=rewritten
+[llm clean] completed=1452600 submitted=1452671 kept=3785523 rejected=132873 last=keep reason=rewritten
+[llm clean] completed=1452700 submitted=1452771 kept=3785621 rejected=132875 last=keep reason=rewritten
+[llm clean] completed=1452800 submitted=1452871 kept=3785719 rejected=132877 last=keep reason=rewritten
+[llm clean] completed=1452900 submitted=1452971 kept=3785818 rejected=132878 last=keep reason=rewritten
+[llm clean] completed=1453000 submitted=1453071 kept=3785915 rejected=132881 last=keep reason=rewritten
+[llm clean] completed=1453100 submitted=1453171 kept=3786009 rejected=132887 last=keep reason=rewritten
+[llm clean] completed=1453200 submitted=1453271 kept=3786105 rejected=132891 last=keep reason=rewritten
+[llm clean] completed=1453300 submitted=1453371 kept=3786205 rejected=132891 last=keep reason=rewritten
+[llm clean] completed=1453400 submitted=1453471 kept=3786303 rejected=132893 last=keep reason=rewritten
+[llm clean] completed=1453500 submitted=1453571 kept=3786402 rejected=132894 last=keep reason=rewritten
+[llm clean] completed=1453600 submitted=1453671 kept=3786501 rejected=132895 last=keep reason=rewritten
+[llm clean] completed=1453700 submitted=1453771 kept=3786597 rejected=132899 last=keep reason=rewritten
+[llm clean] completed=1453800 submitted=1453871 kept=3786696 rejected=132900 last=keep reason=rewritten
+[llm clean] completed=1453900 submitted=1453971 kept=3786793 rejected=132903 last=keep reason=rewritten
+[llm clean] completed=1454000 submitted=1454071 kept=3786891 rejected=132905 last=keep reason=rewritten
+[llm clean] completed=1454100 submitted=1454171 kept=3786991 rejected=132905 last=keep reason=rewritten
+[llm clean] completed=1454200 submitted=1454271 kept=3787086 rejected=132910 last=reject reason=The text is a metadata record/catalog entry for a film archive, consisting of structured fields (Title, Identifier, Desc
+[llm clean] completed=1454300 submitted=1454371 kept=3787184 rejected=132912 last=keep reason=rewritten
+[llm clean] completed=1454400 submitted=1454471 kept=3787271 rejected=132925 last=keep reason=rewritten
+[llm clean] completed=1454500 submitted=1454571 kept=3787352 rejected=132944 last=keep reason=rewritten
+[llm clean] completed=1454600 submitted=1454671 kept=3787451 rejected=132945 last=keep reason=rewritten
+[llm clean] completed=1454700 submitted=1454771 kept=3787541 rejected=132955 last=keep reason=rewritten
+[llm clean] completed=1454800 submitted=1454871 kept=3787637 rejected=132959 last=keep reason=rewritten
+[llm clean] completed=1454900 submitted=1454971 kept=3787734 rejected=132962 last=keep reason=rewritten
+[llm clean] completed=1455000 submitted=1455071 kept=3787834 rejected=132962 last=keep reason=rewritten
+[llm clean] completed=1455100 submitted=1455171 kept=3787934 rejected=132962 last=keep reason=rewritten
+[llm clean] completed=1455200 submitted=1455271 kept=3788032 rejected=132964 last=keep reason=rewritten
+[llm clean] completed=1455300 submitted=1455371 kept=3788129 rejected=132967 last=keep reason=rewritten
+[llm clean] completed=1455400 submitted=1455471 kept=3788225 rejected=132971 last=keep reason=rewritten
+[llm clean] completed=1455500 submitted=1455571 kept=3788324 rejected=132972 last=reject reason=The text is a raw dump of forum comments, user profiles, signatures, and metadata. It lacks coherent article-style prose
+[llm clean] completed=1455600 submitted=1455671 kept=3788420 rejected=132976 last=keep reason=rewritten
+[llm clean] completed=1455700 submitted=1455771 kept=3788512 rejected=132984 last=keep reason=rewritten
+[llm clean] completed=1455800 submitted=1455871 kept=3788611 rejected=132985 last=keep reason=rewritten
+[llm clean] completed=1455900 submitted=1455971 kept=3788708 rejected=132988 last=keep reason=rewritten
+[llm clean] completed=1456000 submitted=1456071 kept=3788807 rejected=132989 last=keep reason=rewritten
+[llm clean] completed=1456100 submitted=1456171 kept=3788905 rejected=132991 last=keep reason=rewritten
+[llm clean] completed=1456200 submitted=1456271 kept=3789003 rejected=132993 last=keep reason=rewritten
+[llm clean] completed=1456300 submitted=1456371 kept=3789101 rejected=132995 last=keep reason=rewritten
+[llm clean] completed=1456400 submitted=1456471 kept=3789200 rejected=132996 last=keep reason=rewritten
+[llm clean] completed=1456500 submitted=1456571 kept=3789300 rejected=132996 last=keep reason=rewritten
+[llm clean] completed=1456600 submitted=1456671 kept=3789400 rejected=132996 last=keep reason=rewritten
+[llm clean] completed=1456700 submitted=1456771 kept=3789495 rejected=133001 last=keep reason=rewritten
+[llm clean] completed=1456800 submitted=1456871 kept=3789590 rejected=133006 last=keep reason=rewritten
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+[llm clean] completed=1459100 submitted=1459171 kept=3791819 rejected=133077 last=keep reason=rewritten
+[llm clean] completed=1459200 submitted=1459271 kept=3791915 rejected=133081 last=reject reason=The text is a conspiracy theory rant containing incoherent claims, hate speech, and non-factual assertions that cannot b
+[llm clean] completed=1459300 submitted=1459371 kept=3792006 rejected=133090 last=reject reason=The text is a list of rankings (attractions, destinations, scenic drives, national parks, cottage regions) without meani
+[llm clean] completed=1459400 submitted=1459471 kept=3792105 rejected=133091 last=keep reason=rewritten
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+[llm clean] completed=1462400 submitted=1462471 kept=3795036 rejected=133160 last=keep reason=rewritten
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+[llm clean] completed=1462600 submitted=1462671 kept=3795233 rejected=133163 last=keep reason=rewritten
+[llm clean] completed=1462700 submitted=1462771 kept=3795330 rejected=133166 last=reject reason=The text is a fragmented, repetitive, and incoherent collection of forum post metadata, quotes, and low-context comments
+[llm clean] completed=1462800 submitted=1462871 kept=3795428 rejected=133168 last=keep reason=rewritten
+[llm clean] completed=1462900 submitted=1462971 kept=3795526 rejected=133170 last=keep reason=rewritten
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+[llm clean] completed=1463500 submitted=1463571 kept=3796110 rejected=133186 last=keep reason=rewritten
+[llm clean] completed=1463600 submitted=1463671 kept=3796202 rejected=133194 last=reject reason=The input is raw Solidity smart contract code, not natural language text. It cannot be rewritten into article-style pros
+[llm clean] completed=1463700 submitted=1463771 kept=3796299 rejected=133197 last=keep reason=rewritten
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+[llm clean] completed=1472900 submitted=1472971 kept=3805118 rejected=133578 last=reject reason=The text is mostly forum metadata, navigation artifacts, boilerplate, and a fragmented list of survey details rather tha
+[llm clean] completed=1473000 submitted=1473071 kept=3805214 rejected=133582 last=keep reason=rewritten
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+[llm clean] completed=1480000 submitted=1480071 kept=3811976 rejected=133820 last=keep reason=rewritten
+[llm clean] completed=1480100 submitted=1480171 kept=3812074 rejected=133822 last=keep reason=rewritten
+[llm clean] completed=1480200 submitted=1480271 kept=3812171 rejected=133825 last=keep reason=rewritten
+[llm clean] completed=1480300 submitted=1480371 kept=3812270 rejected=133826 last=keep reason=rewritten
+[llm clean] completed=1480400 submitted=1480471 kept=3812368 rejected=133828 last=keep reason=rewritten
+[llm clean] completed=1480500 submitted=1480571 kept=3812467 rejected=133829 last=keep reason=rewritten
+[llm clean] completed=1480600 submitted=1480671 kept=3812561 rejected=133835 last=keep reason=rewritten
+[llm clean] completed=1480700 submitted=1480771 kept=3812641 rejected=133855 last=keep reason=rewritten
+[llm clean] completed=1480800 submitted=1480871 kept=3812739 rejected=133857 last=keep reason=rewritten
+[llm clean] completed=1480900 submitted=1480971 kept=3812835 rejected=133861 last=keep reason=rewritten
+[llm clean] completed=1481000 submitted=1481071 kept=3812933 rejected=133863 last=keep reason=rewritten
+[llm clean] completed=1481100 submitted=1481171 kept=3813030 rejected=133866 last=keep reason=rewritten
+[llm clean] completed=1481200 submitted=1481271 kept=3813128 rejected=133868 last=keep reason=rewritten
+[llm clean] completed=1481300 submitted=1481371 kept=3813227 rejected=133869 last=keep reason=rewritten
+[llm clean] completed=1481400 submitted=1481471 kept=3813298 rejected=133898 last=keep reason=rewritten
+[llm clean] completed=1481500 submitted=1481571 kept=3813396 rejected=133900 last=keep reason=rewritten
+[llm clean] completed=1481600 submitted=1481671 kept=3813494 rejected=133902 last=keep reason=rewritten
+[llm clean] completed=1481700 submitted=1481771 kept=3813593 rejected=133903 last=keep reason=rewritten
+[llm clean] completed=1481800 submitted=1481871 kept=3813691 rejected=133905 last=keep reason=rewritten
+[llm clean] completed=1481900 submitted=1481971 kept=3813791 rejected=133905 last=keep reason=rewritten
+[llm clean] completed=1482000 submitted=1482071 kept=3813891 rejected=133905 last=keep reason=rewritten
+[llm clean] completed=1482100 submitted=1482171 kept=3813990 rejected=133906 last=keep reason=rewritten
+[llm clean] completed=1482200 submitted=1482271 kept=3814086 rejected=133910 last=keep reason=rewritten
+[llm clean] completed=1482300 submitted=1482371 kept=3814184 rejected=133912 last=keep reason=rewritten
+[llm clean] completed=1482400 submitted=1482471 kept=3814282 rejected=133914 last=keep reason=rewritten
+[llm clean] completed=1482500 submitted=1482571 kept=3814381 rejected=133915 last=keep reason=rewritten
+[llm clean] completed=1482600 submitted=1482671 kept=3814481 rejected=133915 last=keep reason=rewritten
+[llm clean] completed=1482700 submitted=1482771 kept=3814581 rejected=133915 last=keep reason=rewritten
+[llm clean] completed=1482800 submitted=1482871 kept=3814679 rejected=133917 last=keep reason=rewritten
+[llm clean] completed=1482900 submitted=1482971 kept=3814776 rejected=133920 last=keep reason=rewritten
+[llm clean] completed=1483000 submitted=1483071 kept=3814860 rejected=133936 last=keep reason=rewritten
+[llm clean] completed=1483100 submitted=1483171 kept=3814955 rejected=133941 last=keep reason=rewritten
+[llm clean] completed=1483200 submitted=1483271 kept=3815054 rejected=133942 last=keep reason=rewritten
+[llm clean] completed=1483300 submitted=1483371 kept=3815151 rejected=133945 last=keep reason=rewritten
+[llm clean] completed=1483400 submitted=1483471 kept=3815250 rejected=133946 last=keep reason=rewritten
+[llm clean] completed=1483500 submitted=1483571 kept=3815349 rejected=133947 last=keep reason=rewritten
+[llm clean] completed=1483600 submitted=1483671 kept=3815447 rejected=133949 last=keep reason=rewritten
+[llm clean] completed=1483700 submitted=1483771 kept=3815546 rejected=133950 last=keep reason=rewritten
+[llm clean] completed=1483800 submitted=1483871 kept=3815628 rejected=133968 last=keep reason=rewritten
+[llm clean] completed=1483900 submitted=1483971 kept=3815723 rejected=133973 last=reject reason=The text is a coherent but highly conspiratorial and pseudoscientific passage about CERN, pole shifts, and extraterrestr
+[llm clean] completed=1484000 submitted=1484070 kept=3815820 rejected=133976 last=keep reason=rewritten
+[llm clean] completed=1484100 submitted=1484171 kept=3815919 rejected=133977 last=keep reason=rewritten
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+[llm clean] completed=1486200 submitted=1486271 kept=3817965 rejected=134031 last=keep reason=rewritten
+[llm clean] completed=1486300 submitted=1486371 kept=3818064 rejected=134032 last=keep reason=rewritten
+[llm clean] completed=1486400 submitted=1486471 kept=3818158 rejected=134038 last=keep reason=rewritten
+[llm clean] completed=1486500 submitted=1486571 kept=3818258 rejected=134038 last=keep reason=rewritten
+[llm clean] completed=1486600 submitted=1486671 kept=3818355 rejected=134041 last=keep reason=rewritten
+[llm clean] completed=1486700 submitted=1486771 kept=3818452 rejected=134044 last=keep reason=rewritten
+[llm clean] completed=1486800 submitted=1486871 kept=3818550 rejected=134046 last=keep reason=rewritten
+[llm clean] completed=1486900 submitted=1486971 kept=3818644 rejected=134052 last=keep reason=rewritten
+[llm clean] completed=1487000 submitted=1487071 kept=3818741 rejected=134055 last=keep reason=rewritten
+[llm clean] completed=1487100 submitted=1487171 kept=3818832 rejected=134064 last=keep reason=rewritten
+[llm clean] completed=1487200 submitted=1487271 kept=3818930 rejected=134066 last=keep reason=rewritten
+[llm clean] completed=1487300 submitted=1487371 kept=3819030 rejected=134066 last=keep reason=rewritten
+[llm clean] completed=1487400 submitted=1487471 kept=3819119 rejected=134077 last=reject reason=The text is a disjointed collection of unrelated forum post titles and snippets (e.g., credit card advice, quantum numbe
+[llm clean] completed=1487500 submitted=1487571 kept=3819213 rejected=134083 last=keep reason=rewritten
+[llm clean] completed=1487600 submitted=1487671 kept=3819311 rejected=134085 last=keep reason=rewritten
+[llm clean] completed=1487700 submitted=1487771 kept=3819411 rejected=134085 last=keep reason=rewritten
+[llm clean] completed=1487800 submitted=1487871 kept=3819509 rejected=134087 last=keep reason=rewritten
+[llm clean] completed=1487900 submitted=1487971 kept=3819609 rejected=134087 last=keep reason=rewritten
+[llm clean] completed=1488000 submitted=1488071 kept=3819707 rejected=134089 last=keep reason=rewritten
+[llm clean] completed=1488100 submitted=1488171 kept=3819807 rejected=134089 last=keep reason=rewritten
+[llm clean] completed=1488200 submitted=1488271 kept=3819903 rejected=134093 last=keep reason=rewritten
+[llm clean] completed=1488300 submitted=1488371 kept=3819992 rejected=134104 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1488400 submitted=1488471 kept=3820083 rejected=134113 last=keep reason=rewritten
+[llm clean] completed=1488500 submitted=1488571 kept=3820179 rejected=134117 last=keep reason=rewritten
+[llm clean] completed=1488600 submitted=1488671 kept=3820276 rejected=134120 last=keep reason=rewritten
+[llm clean] completed=1488700 submitted=1488771 kept=3820363 rejected=134133 last=keep reason=rewritten
+[llm clean] completed=1488800 submitted=1488871 kept=3820463 rejected=134133 last=keep reason=rewritten
+[llm clean] completed=1488900 submitted=1488971 kept=3820560 rejected=134136 last=keep reason=rewritten
+[llm clean] completed=1489000 submitted=1489071 kept=3820659 rejected=134137 last=keep reason=rewritten
+[llm clean] completed=1489100 submitted=1489171 kept=3820754 rejected=134142 last=keep reason=rewritten
+[llm clean] completed=1489200 submitted=1489271 kept=3820848 rejected=134148 last=keep reason=rewritten
+[llm clean] completed=1489300 submitted=1489371 kept=3820945 rejected=134151 last=reject reason=The text is primarily a Python script with comments, which falls under the category of code and low-context fragments th
+[llm clean] completed=1489400 submitted=1489471 kept=3821044 rejected=134152 last=keep reason=rewritten
+[llm clean] completed=1489500 submitted=1489571 kept=3821143 rejected=134153 last=keep reason=rewritten
+[llm clean] completed=1489600 submitted=1489671 kept=3821241 rejected=134155 last=keep reason=rewritten
+[llm clean] completed=1489700 submitted=1489771 kept=3821339 rejected=134157 last=keep reason=rewritten
+[llm clean] completed=1489800 submitted=1489871 kept=3821436 rejected=134160 last=keep reason=rewritten
+[llm clean] completed=1489900 submitted=1489971 kept=3821535 rejected=134161 last=keep reason=rewritten
+[llm clean] completed=1490000 submitted=1490071 kept=3821634 rejected=134162 last=keep reason=rewritten
+[llm clean] completed=1490100 submitted=1490171 kept=3821730 rejected=134166 last=keep reason=rewritten
+[llm clean] completed=1490200 submitted=1490271 kept=3821826 rejected=134170 last=reject reason=The text is heavily biased, contains hate speech and conspiracy theories (e.g., 'shut down the rights of Whites', 'terro
+[llm clean] completed=1490300 submitted=1490371 kept=3821921 rejected=134175 last=keep reason=rewritten
+[llm clean] completed=1490400 submitted=1490471 kept=3822019 rejected=134177 last=keep reason=rewritten
+[llm clean] completed=1490500 submitted=1490571 kept=3822118 rejected=134178 last=keep reason=rewritten
+[llm clean] completed=1490600 submitted=1490671 kept=3822218 rejected=134178 last=keep reason=rewritten
+[llm clean] completed=1490700 submitted=1490771 kept=3822318 rejected=134178 last=keep reason=rewritten
+[llm clean] completed=1490800 submitted=1490871 kept=3822417 rejected=134179 last=keep reason=rewritten
+[llm clean] completed=1490900 submitted=1490971 kept=3822516 rejected=134180 last=keep reason=rewritten
+[llm clean] completed=1491000 submitted=1491071 kept=3822614 rejected=134182 last=keep reason=rewritten
+[llm clean] completed=1491100 submitted=1491171 kept=3822713 rejected=134183 last=keep reason=rewritten
+[llm clean] completed=1491200 submitted=1491271 kept=3822796 rejected=134200 last=reject reason=The text contains explicit sexual content and depicts non-consensual sexual activity (sexual assault/rape). This violate
+[llm clean] completed=1491300 submitted=1491371 kept=3822888 rejected=134208 last=keep reason=rewritten
+[llm clean] completed=1491400 submitted=1491471 kept=3822984 rejected=134212 last=keep reason=rewritten
+[llm clean] completed=1491500 submitted=1491571 kept=3823081 rejected=134215 last=keep reason=rewritten
+[llm clean] completed=1491600 submitted=1491671 kept=3823181 rejected=134215 last=keep reason=rewritten
+[llm clean] completed=1491700 submitted=1491771 kept=3823280 rejected=134216 last=reject reason=The text is a collection of disjointed social media posts, hashtags, and metadata without coherent narrative structure o
+[llm clean] completed=1491800 submitted=1491871 kept=3823380 rejected=134216 last=keep reason=rewritten
+[llm clean] completed=1491900 submitted=1491971 kept=3823478 rejected=134218 last=keep reason=rewritten
+[llm clean] completed=1492000 submitted=1492071 kept=3823575 rejected=134221 last=keep reason=rewritten
+[llm clean] completed=1492100 submitted=1492171 kept=3823673 rejected=134223 last=keep reason=rewritten
+[llm clean] completed=1492200 submitted=1492271 kept=3823773 rejected=134223 last=keep reason=rewritten
+[llm clean] completed=1492300 submitted=1492371 kept=3823871 rejected=134225 last=keep reason=rewritten
+[llm clean] completed=1492400 submitted=1492471 kept=3823970 rejected=134226 last=reject reason=The text is primarily a fragmented list of manufacturer names, websites, and table-like data (MOQ, ratings, pros/cons) w
+[llm clean] completed=1492500 submitted=1492571 kept=3824067 rejected=134229 last=keep reason=rewritten
+[llm clean] completed=1492600 submitted=1492671 kept=3824165 rejected=134231 last=keep reason=rewritten
+[llm clean] completed=1492700 submitted=1492771 kept=3824264 rejected=134232 last=keep reason=rewritten
+[llm clean] completed=1492800 submitted=1492871 kept=3824361 rejected=134235 last=keep reason=rewritten
+[llm clean] completed=1492900 submitted=1492971 kept=3824460 rejected=134236 last=keep reason=rewritten
+[llm clean] completed=1493000 submitted=1493071 kept=3824557 rejected=134239 last=keep reason=rewritten
+[llm clean] completed=1493100 submitted=1493171 kept=3824656 rejected=134240 last=keep reason=rewritten
+[llm clean] completed=1493200 submitted=1493271 kept=3824751 rejected=134245 last=keep reason=rewritten
+[llm clean] completed=1493300 submitted=1493371 kept=3824850 rejected=134246 last=keep reason=rewritten
+[llm clean] completed=1493400 submitted=1493471 kept=3824947 rejected=134249 last=keep reason=rewritten
+[llm clean] completed=1493500 submitted=1493571 kept=3825044 rejected=134252 last=keep reason=rewritten
+[llm clean] completed=1493600 submitted=1493671 kept=3825143 rejected=134253 last=keep reason=rewritten
+[llm clean] completed=1493700 submitted=1493771 kept=3825242 rejected=134254 last=keep reason=rewritten
+[llm clean] completed=1493800 submitted=1493871 kept=3825342 rejected=134254 last=keep reason=rewritten
+[llm clean] completed=1493900 submitted=1493971 kept=3825441 rejected=134255 last=keep reason=rewritten
+[llm clean] completed=1494000 submitted=1494071 kept=3825538 rejected=134258 last=keep reason=rewritten
+[llm clean] completed=1494100 submitted=1494171 kept=3825635 rejected=134261 last=keep reason=rewritten
+[llm clean] completed=1494200 submitted=1494271 kept=3825734 rejected=134262 last=keep reason=rewritten
+[llm clean] completed=1494300 submitted=1494371 kept=3825830 rejected=134266 last=keep reason=rewritten
+[llm clean] completed=1494400 submitted=1494471 kept=3825928 rejected=134268 last=keep reason=rewritten
+[llm clean] completed=1494500 submitted=1494571 kept=3826024 rejected=134272 last=keep reason=rewritten
+[llm clean] completed=1494600 submitted=1494671 kept=3826124 rejected=134272 last=keep reason=rewritten
+[llm clean] completed=1494700 submitted=1494771 kept=3826220 rejected=134276 last=keep reason=rewritten
+[llm clean] completed=1494800 submitted=1494871 kept=3826318 rejected=134278 last=keep reason=rewritten
+[llm clean] completed=1494900 submitted=1494971 kept=3826411 rejected=134285 last=keep reason=rewritten
+[llm clean] completed=1495000 submitted=1495071 kept=3826507 rejected=134289 last=keep reason=rewritten
+[llm clean] completed=1495100 submitted=1495171 kept=3826604 rejected=134292 last=keep reason=rewritten
+[llm clean] completed=1495200 submitted=1495271 kept=3826696 rejected=134300 last=keep reason=rewritten
+[llm clean] completed=1495300 submitted=1495371 kept=3826791 rejected=134305 last=keep reason=rewritten
+[llm clean] completed=1495400 submitted=1495471 kept=3826889 rejected=134307 last=keep reason=rewritten
+[llm clean] completed=1495500 submitted=1495571 kept=3826989 rejected=134307 last=keep reason=rewritten
+[llm clean] completed=1495600 submitted=1495671 kept=3827081 rejected=134315 last=keep reason=rewritten
+[llm clean] completed=1495700 submitted=1495771 kept=3827180 rejected=134316 last=keep reason=rewritten
+[llm clean] completed=1495800 submitted=1495871 kept=3827277 rejected=134319 last=keep reason=rewritten
+[llm clean] completed=1495900 submitted=1495971 kept=3827375 rejected=134321 last=keep reason=rewritten
+[llm clean] completed=1496000 submitted=1496071 kept=3827471 rejected=134325 last=keep reason=rewritten
+[llm clean] completed=1496100 submitted=1496171 kept=3827567 rejected=134329 last=keep reason=rewritten
+[llm clean] completed=1496200 submitted=1496271 kept=3827666 rejected=134330 last=keep reason=rewritten
+[llm clean] completed=1496300 submitted=1496371 kept=3827732 rejected=134364 last=keep reason=rewritten
+[llm clean] completed=1496400 submitted=1496471 kept=3827827 rejected=134369 last=keep reason=rewritten
+[llm clean] completed=1496500 submitted=1496571 kept=3827923 rejected=134373 last=keep reason=rewritten
+[llm clean] completed=1496600 submitted=1496671 kept=3828022 rejected=134374 last=keep reason=rewritten
+[llm clean] completed=1496700 submitted=1496771 kept=3828121 rejected=134375 last=keep reason=rewritten
+[llm clean] completed=1496800 submitted=1496871 kept=3828219 rejected=134377 last=keep reason=rewritten
+[llm clean] completed=1496900 submitted=1496971 kept=3828317 rejected=134379 last=keep reason=rewritten
+[llm clean] completed=1497000 submitted=1497071 kept=3828415 rejected=134381 last=keep reason=rewritten
+[llm clean] completed=1497100 submitted=1497171 kept=3828512 rejected=134384 last=keep reason=clean_no_rewrite
+[llm clean] completed=1497200 submitted=1497271 kept=3828609 rejected=134387 last=keep reason=rewritten
+[llm clean] completed=1497300 submitted=1497371 kept=3828708 rejected=134388 last=keep reason=rewritten
+[llm clean] completed=1497400 submitted=1497471 kept=3828805 rejected=134391 last=keep reason=rewritten
+[llm clean] completed=1497500 submitted=1497571 kept=3828899 rejected=134397 last=keep reason=rewritten
+[llm clean] completed=1497600 submitted=1497671 kept=3828997 rejected=134399 last=keep reason=rewritten
+[llm clean] completed=1497700 submitted=1497771 kept=3829096 rejected=134400 last=keep reason=rewritten
+[llm clean] completed=1497800 submitted=1497871 kept=3829194 rejected=134402 last=keep reason=rewritten
+[llm clean] completed=1497900 submitted=1497971 kept=3829288 rejected=134408 last=keep reason=rewritten
+[llm clean] completed=1498000 submitted=1498071 kept=3829387 rejected=134409 last=keep reason=rewritten
+[llm clean] completed=1498100 submitted=1498171 kept=3829482 rejected=134414 last=keep reason=rewritten
+[llm clean] completed=1498200 submitted=1498271 kept=3829582 rejected=134414 last=keep reason=rewritten
+[llm clean] completed=1498300 submitted=1498370 kept=3829680 rejected=134416 last=keep reason=rewritten
+[llm clean] completed=1498400 submitted=1498471 kept=3829775 rejected=134421 last=keep reason=rewritten
+[llm clean] completed=1498500 submitted=1498571 kept=3829875 rejected=134421 last=keep reason=rewritten
+[llm clean] completed=1498600 submitted=1498671 kept=3829972 rejected=134424 last=keep reason=rewritten
+[llm clean] completed=1498700 submitted=1498771 kept=3830071 rejected=134425 last=keep reason=rewritten
+[llm clean] completed=1498800 submitted=1498871 kept=3830162 rejected=134434 last=keep reason=rewritten
+[llm clean] completed=1498900 submitted=1498971 kept=3830261 rejected=134435 last=keep reason=rewritten
+[llm clean] completed=1499000 submitted=1499071 kept=3830357 rejected=134439 last=keep reason=rewritten
+[llm clean] completed=1499100 submitted=1499171 kept=3830457 rejected=134439 last=keep reason=rewritten
+[llm clean] completed=1499200 submitted=1499271 kept=3830555 rejected=134441 last=keep reason=rewritten
+[llm clean] completed=1499300 submitted=1499371 kept=3830654 rejected=134442 last=keep reason=rewritten
+[llm clean] completed=1499400 submitted=1499471 kept=3830751 rejected=134445 last=keep reason=rewritten
+[llm clean] completed=1499500 submitted=1499571 kept=3830850 rejected=134446 last=keep reason=rewritten
+[llm clean] completed=1499600 submitted=1499671 kept=3830949 rejected=134447 last=keep reason=rewritten
+[llm clean] completed=1499700 submitted=1499771 kept=3831045 rejected=134451 last=keep reason=rewritten
+[llm clean] completed=1499800 submitted=1499871 kept=3831144 rejected=134452 last=keep reason=rewritten
+[llm clean] completed=1499900 submitted=1499971 kept=3831242 rejected=134454 last=keep reason=rewritten
+[llm clean] completed=1500000 submitted=1500071 kept=3831340 rejected=134456 last=keep reason=rewritten
+[llm clean] completed=1500100 submitted=1500170 kept=3831440 rejected=134456 last=keep reason=rewritten
+[llm clean] completed=1500200 submitted=1500271 kept=3831539 rejected=134457 last=keep reason=rewritten
+[llm clean] completed=1500300 submitted=1500371 kept=3831635 rejected=134461 last=keep reason=rewritten
+[llm clean] completed=1500400 submitted=1500471 kept=3831732 rejected=134464 last=keep reason=rewritten
+[llm clean] completed=1500500 submitted=1500571 kept=3831828 rejected=134468 last=keep reason=rewritten
+[llm clean] completed=1500600 submitted=1500671 kept=3831919 rejected=134477 last=keep reason=rewritten
+[llm clean] completed=1500700 submitted=1500771 kept=3832018 rejected=134478 last=keep reason=rewritten
+[llm clean] completed=1500800 submitted=1500871 kept=3832113 rejected=134483 last=keep reason=rewritten
+[llm clean] completed=1500900 submitted=1500971 kept=3832203 rejected=134493 last=keep reason=rewritten
+[llm clean] completed=1501000 submitted=1501071 kept=3832301 rejected=134495 last=keep reason=rewritten
+[llm clean] completed=1501100 submitted=1501171 kept=3832399 rejected=134497 last=keep reason=rewritten
+[llm clean] completed=1501200 submitted=1501271 kept=3832498 rejected=134498 last=keep reason=rewritten
+[llm clean] completed=1501300 submitted=1501371 kept=3832594 rejected=134502 last=keep reason=rewritten
+[llm clean] completed=1501400 submitted=1501471 kept=3832666 rejected=134530 last=keep reason=rewritten
+[llm clean] completed=1501500 submitted=1501571 kept=3832758 rejected=134538 last=keep reason=rewritten
+[llm clean] completed=1501600 submitted=1501671 kept=3832855 rejected=134541 last=keep reason=rewritten
+[llm clean] completed=1501700 submitted=1501771 kept=3832955 rejected=134541 last=keep reason=rewritten
+[llm clean] completed=1501800 submitted=1501871 kept=3833053 rejected=134543 last=keep reason=rewritten
+[llm clean] completed=1501900 submitted=1501971 kept=3833150 rejected=134546 last=keep reason=rewritten
+[llm clean] completed=1502000 submitted=1502071 kept=3833249 rejected=134547 last=keep reason=rewritten
+[llm clean] completed=1502100 submitted=1502171 kept=3833349 rejected=134547 last=keep reason=rewritten
+[llm clean] completed=1502200 submitted=1502271 kept=3833446 rejected=134550 last=keep reason=rewritten
+[llm clean] completed=1502300 submitted=1502371 kept=3833545 rejected=134551 last=keep reason=rewritten
+[llm clean] completed=1502400 submitted=1502471 kept=3833643 rejected=134553 last=keep reason=rewritten
+[llm clean] completed=1502500 submitted=1502571 kept=3833742 rejected=134554 last=keep reason=rewritten
+[llm clean] completed=1502600 submitted=1502671 kept=3833830 rejected=134566 last=keep reason=rewritten
+[llm clean] completed=1502700 submitted=1502771 kept=3833919 rejected=134577 last=keep reason=rewritten
+[llm clean] completed=1502800 submitted=1502871 kept=3834019 rejected=134577 last=keep reason=rewritten
+[llm clean] completed=1502900 submitted=1502971 kept=3834118 rejected=134578 last=keep reason=rewritten
+[llm clean] completed=1503000 submitted=1503071 kept=3834217 rejected=134579 last=keep reason=rewritten
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+[llm clean] completed=1504700 submitted=1504771 kept=3835845 rejected=134651 last=reject reason=The text is primarily a list of features, specifications, and disclaimers for a software tweak, lacking coherent article
+[llm clean] completed=1504800 submitted=1504871 kept=3835938 rejected=134658 last=keep reason=rewritten
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+[llm clean] completed=1506700 submitted=1506771 kept=3837786 rejected=134710 last=keep reason=rewritten
+[llm clean] completed=1506800 submitted=1506871 kept=3837882 rejected=134714 last=reject reason=The text consists of three completely unrelated fragments: a tax advice snippet, a book description for mobile forensics
+[llm clean] completed=1506900 submitted=1506971 kept=3837976 rejected=134720 last=keep reason=rewritten
+[llm clean] completed=1507000 submitted=1507071 kept=3838072 rejected=134724 last=keep reason=rewritten
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+[llm clean] completed=1507500 submitted=1507571 kept=3838552 rejected=134744 last=keep reason=rewritten
+[llm clean] completed=1507600 submitted=1507671 kept=3838641 rejected=134755 last=reject reason=The text is a list of academic references and citations, not a coherent article passage.
+[llm clean] completed=1507700 submitted=1507771 kept=3838735 rejected=134761 last=keep reason=rewritten
+[llm clean] completed=1507800 submitted=1507871 kept=3838834 rejected=134762 last=keep reason=rewritten
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+[llm clean] completed=1508300 submitted=1508371 kept=3839312 rejected=134784 last=reject reason=The text is a fragmented list of programming language keywords and syntax definitions, lacking coherent prose structure 
+[llm clean] completed=1508400 submitted=1508471 kept=3839385 rejected=134811 last=keep reason=rewritten
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+[llm clean] completed=1515900 submitted=1515971 kept=3846682 rejected=135014 last=keep reason=rewritten
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+[llm clean] completed=1516500 submitted=1516571 kept=3847268 rejected=135028 last=reject reason=The text is a fragment of fanfiction or roleplay dialogue followed by meta-commentary ('CAN YOU FEEL THE SHIPPING?!', 'L
+[llm clean] completed=1516600 submitted=1516671 kept=3847367 rejected=135029 last=keep reason=rewritten
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+[llm clean] completed=1525800 submitted=1525871 kept=3856265 rejected=135331 last=keep reason=rewritten
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+[llm clean] completed=1526900 submitted=1526971 kept=3857305 rejected=135391 last=keep reason=rewritten
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+[llm clean] completed=1528200 submitted=1528271 kept=3858553 rejected=135443 last=reject reason=The text consists entirely of boilerplate, navigation links, and metadata (photo credits) with no substantive article co
+[llm clean] completed=1528300 submitted=1528371 kept=3858644 rejected=135452 last=keep reason=rewritten
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+[llm clean] completed=1531100 submitted=1531171 kept=3861377 rejected=135519 last=keep reason=rewritten
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+[llm clean] completed=1534700 submitted=1534771 kept=3864870 rejected=135626 last=keep reason=rewritten
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+[llm clean] completed=1535400 submitted=1535471 kept=3865539 rejected=135657 last=keep reason=rewritten
+[llm clean] completed=1535500 submitted=1535571 kept=3865638 rejected=135658 last=reject reason=The text promotes ethno-nationalist and racist ideologies, advocating for a mono-ethnic society and using inflammatory l
+[llm clean] completed=1535600 submitted=1535671 kept=3865737 rejected=135659 last=keep reason=rewritten
+[llm clean] completed=1535700 submitted=1535771 kept=3865831 rejected=135665 last=keep reason=rewritten
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+[llm clean] completed=1536800 submitted=1536871 kept=3866840 rejected=135756 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1539400 submitted=1539471 kept=3869339 rejected=135857 last=reject reason=The text is primarily a file download page, metadata, navigation boilerplate, and a table of contents for a user manual.
+[llm clean] completed=1539500 submitted=1539571 kept=3869438 rejected=135858 last=keep reason=rewritten
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+[llm clean] completed=1543000 submitted=1543071 kept=3872767 rejected=136029 last=reject reason=The input is a raw, unstructured list of tags, keywords, and titles (e.g., movie names, composers, franchises) without a
+[llm clean] completed=1543100 submitted=1543171 kept=3872862 rejected=136034 last=keep reason=rewritten
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+[llm clean] completed=1546200 submitted=1546271 kept=3875837 rejected=136159 last=reject reason=The input is a raw JSON data structure containing configuration objects, category lists, and URL links. It lacks coheren
+[llm clean] completed=1546300 submitted=1546371 kept=3875920 rejected=136176 last=keep reason=rewritten
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+[llm clean] completed=1552500 submitted=1552571 kept=3881898 rejected=136398 last=reject reason=The text is a collection of photo captions, metadata, and image labels without coherent narrative or article-style prose
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+[llm clean] completed=1557000 submitted=1557071 kept=3886270 rejected=136526 last=keep reason=rewritten
+[llm clean] completed=1557100 submitted=1557171 kept=3886362 rejected=136534 last=reject reason=The text is a product listing with boilerplate, shipping policies, and metadata, lacking coherent article-style prose.
+[llm clean] completed=1557200 submitted=1557271 kept=3886446 rejected=136550 last=keep reason=rewritten
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+[llm clean] completed=1557600 submitted=1557671 kept=3886835 rejected=136561 last=reject reason=The text consists entirely of legal disclaimers, boilerplate, and metadata regarding product specifications and export c
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+[llm clean] completed=1567300 submitted=1567371 kept=3896144 rejected=136952 last=reject reason=The text is a fragmented list of book titles, authors, and dates with extraction artifacts, navigation labels, and metad
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+[llm clean] completed=1570800 submitted=1570871 kept=3899523 rejected=137073 last=reject reason=The text is a collection of disjointed, low-context blog comments and forum posts discussing election fraud, exit polls,
+[llm clean] completed=1570900 submitted=1570971 kept=3899621 rejected=137075 last=keep reason=rewritten
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+[llm clean] completed=1580600 submitted=1580671 kept=3909061 rejected=137335 last=keep reason=rewritten
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+[llm clean] completed=1580800 submitted=1580871 kept=3909255 rejected=137341 last=keep reason=rewritten
+[llm clean] completed=1580900 submitted=1580970 kept=3909355 rejected=137341 last=keep reason=rewritten
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+[llm clean] completed=1581100 submitted=1581171 kept=3909549 rejected=137347 last=keep reason=rewritten
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+[llm clean] completed=1581300 submitted=1581371 kept=3909744 rejected=137352 last=keep reason=rewritten
+[llm clean] completed=1581400 submitted=1581471 kept=3909838 rejected=137358 last=reject reason=The input is a list of words and short phrases with associated numbers, likely representing word frequencies or a bag-of
+[llm clean] completed=1581500 submitted=1581571 kept=3909915 rejected=137381 last=keep reason=rewritten
+[llm clean] completed=1581600 submitted=1581671 kept=3910005 rejected=137391 last=keep reason=rewritten
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+[llm clean] completed=1584300 submitted=1584371 kept=3912630 rejected=137466 last=keep reason=rewritten
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+[llm clean] completed=1589800 submitted=1589871 kept=3917921 rejected=137675 last=reject reason=The text is a fragmented, low-context roster of League of Legends champion opinions with heavy slang, broken grammar, an
+[llm clean] completed=1589900 submitted=1589971 kept=3918021 rejected=137675 last=keep reason=rewritten
+[llm clean] completed=1590000 submitted=1590071 kept=3918119 rejected=137677 last=keep reason=rewritten
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+[llm clean] completed=1590500 submitted=1590571 kept=3918606 rejected=137690 last=keep reason=rewritten
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+[llm clean] completed=1590900 submitted=1590971 kept=3918998 rejected=137698 last=keep reason=rewritten
+[llm clean] completed=1591000 submitted=1591071 kept=3919093 rejected=137703 last=keep reason=rewritten
+[llm clean] completed=1591100 submitted=1591171 kept=3919187 rejected=137709 last=keep reason=rewritten
+[llm clean] completed=1591200 submitted=1591271 kept=3919286 rejected=137710 last=keep reason=rewritten
+[llm clean] completed=1591300 submitted=1591371 kept=3919383 rejected=137713 last=keep reason=rewritten
+[llm clean] completed=1591400 submitted=1591471 kept=3919483 rejected=137713 last=keep reason=rewritten
+[llm clean] completed=1591500 submitted=1591571 kept=3919580 rejected=137716 last=keep reason=rewritten
+[llm clean] completed=1591600 submitted=1591671 kept=3919679 rejected=137717 last=keep reason=rewritten
+[llm clean] completed=1591700 submitted=1591771 kept=3919777 rejected=137719 last=keep reason=rewritten
+[llm clean] completed=1591800 submitted=1591871 kept=3919875 rejected=137721 last=keep reason=rewritten
+[llm clean] completed=1591900 submitted=1591971 kept=3919975 rejected=137721 last=keep reason=rewritten
+[llm clean] completed=1592000 submitted=1592071 kept=3920071 rejected=137725 last=keep reason=rewritten
+[llm clean] completed=1592100 submitted=1592171 kept=3920166 rejected=137730 last=reject reason=The text is a raw roster list of baseball players with metadata (league, status, position, etc.) and lacks coherent pros
+[llm clean] completed=1592200 submitted=1592271 kept=3920253 rejected=137743 last=keep reason=rewritten
+[llm clean] completed=1592300 submitted=1592371 kept=3920351 rejected=137745 last=keep reason=rewritten
+[llm clean] completed=1592400 submitted=1592471 kept=3920450 rejected=137746 last=keep reason=rewritten
+[llm clean] completed=1592500 submitted=1592571 kept=3920547 rejected=137749 last=keep reason=rewritten
+[llm clean] completed=1592600 submitted=1592671 kept=3920643 rejected=137753 last=keep reason=rewritten
+[llm clean] completed=1592700 submitted=1592771 kept=3920740 rejected=137756 last=keep reason=rewritten
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+[llm clean] completed=1592900 submitted=1592971 kept=3920935 rejected=137761 last=keep reason=rewritten
+[llm clean] completed=1593000 submitted=1593071 kept=3921018 rejected=137778 last=reject reason=The text contains historically false claims and Holocaust denial tropes (e.g., claiming the Holocaust was a 'propaganda 
+[llm clean] completed=1593100 submitted=1593171 kept=3921110 rejected=137786 last=keep reason=rewritten
+[llm clean] completed=1593200 submitted=1593271 kept=3921207 rejected=137789 last=keep reason=rewritten
+[llm clean] completed=1593300 submitted=1593371 kept=3921305 rejected=137791 last=keep reason=rewritten
+[llm clean] completed=1593400 submitted=1593471 kept=3921402 rejected=137794 last=keep reason=rewritten
+[llm clean] completed=1593500 submitted=1593571 kept=3921502 rejected=137794 last=keep reason=rewritten
+[llm clean] completed=1593600 submitted=1593671 kept=3921599 rejected=137797 last=keep reason=rewritten
+[llm clean] completed=1593700 submitted=1593771 kept=3921667 rejected=137829 last=keep reason=rewritten
+[llm clean] completed=1593800 submitted=1593871 kept=3921764 rejected=137832 last=keep reason=rewritten
+[llm clean] completed=1593900 submitted=1593971 kept=3921860 rejected=137836 last=keep reason=rewritten
+[llm clean] completed=1594000 submitted=1594071 kept=3921960 rejected=137836 last=keep reason=rewritten
+[llm clean] completed=1594100 submitted=1594171 kept=3922056 rejected=137840 last=keep reason=rewritten
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+[llm clean] completed=1594300 submitted=1594371 kept=3922249 rejected=137847 last=keep reason=rewritten
+[llm clean] completed=1594400 submitted=1594471 kept=3922349 rejected=137847 last=keep reason=rewritten
+[llm clean] completed=1594500 submitted=1594571 kept=3922449 rejected=137847 last=keep reason=rewritten
+[llm clean] completed=1594600 submitted=1594671 kept=3922548 rejected=137848 last=keep reason=rewritten
+[llm clean] completed=1594700 submitted=1594771 kept=3922645 rejected=137851 last=keep reason=rewritten
+[llm clean] completed=1594800 submitted=1594871 kept=3922743 rejected=137853 last=keep reason=rewritten
+[llm clean] completed=1594900 submitted=1594971 kept=3922840 rejected=137856 last=keep reason=rewritten
+[llm clean] completed=1595000 submitted=1595071 kept=3922938 rejected=137858 last=keep reason=rewritten
+[llm clean] completed=1595100 submitted=1595171 kept=3923036 rejected=137860 last=keep reason=rewritten
+[llm clean] completed=1595200 submitted=1595271 kept=3923135 rejected=137861 last=keep reason=rewritten
+[llm clean] completed=1595300 submitted=1595371 kept=3923234 rejected=137862 last=keep reason=rewritten
+[llm clean] completed=1595400 submitted=1595471 kept=3923331 rejected=137865 last=keep reason=rewritten
+[llm clean] completed=1595500 submitted=1595571 kept=3923430 rejected=137866 last=keep reason=rewritten
+[llm clean] completed=1595600 submitted=1595671 kept=3923499 rejected=137897 last=reject reason=The text is a disjointed collection of blog posts, rumors, and metadata from 2006 regarding unreleased camera models. It
+[llm clean] completed=1595700 submitted=1595771 kept=3923597 rejected=137899 last=keep reason=rewritten
+[llm clean] completed=1595800 submitted=1595871 kept=3923697 rejected=137899 last=keep reason=rewritten
+[llm clean] completed=1595900 submitted=1595971 kept=3923786 rejected=137910 last=keep reason=rewritten
+[llm clean] completed=1596000 submitted=1596071 kept=3923885 rejected=137911 last=keep reason=rewritten
+[llm clean] completed=1596100 submitted=1596171 kept=3923983 rejected=137913 last=keep reason=rewritten
+[llm clean] completed=1596200 submitted=1596271 kept=3924082 rejected=137914 last=keep reason=rewritten
+[llm clean] completed=1596300 submitted=1596371 kept=3924182 rejected=137914 last=keep reason=rewritten
+[llm clean] completed=1596400 submitted=1596471 kept=3924279 rejected=137917 last=keep reason=rewritten
+[llm clean] completed=1596500 submitted=1596571 kept=3924374 rejected=137922 last=keep reason=rewritten
+[llm clean] completed=1596600 submitted=1596671 kept=3924473 rejected=137923 last=keep reason=rewritten
+[llm clean] completed=1596700 submitted=1596771 kept=3924570 rejected=137926 last=keep reason=rewritten
+[llm clean] completed=1596800 submitted=1596871 kept=3924670 rejected=137926 last=keep reason=rewritten
+[llm clean] completed=1596900 submitted=1596971 kept=3924768 rejected=137928 last=keep reason=rewritten
+[llm clean] completed=1597000 submitted=1597071 kept=3924867 rejected=137929 last=keep reason=rewritten
+[llm clean] completed=1597100 submitted=1597171 kept=3924964 rejected=137932 last=keep reason=rewritten
+[llm clean] completed=1597200 submitted=1597271 kept=3925064 rejected=137932 last=keep reason=rewritten
+[llm clean] completed=1597300 submitted=1597371 kept=3925161 rejected=137935 last=keep reason=rewritten
+[llm clean] completed=1597400 submitted=1597471 kept=3925261 rejected=137935 last=keep reason=rewritten
+[llm clean] completed=1597500 submitted=1597571 kept=3925356 rejected=137940 last=keep reason=rewritten
+[llm clean] completed=1597600 submitted=1597671 kept=3925454 rejected=137942 last=keep reason=rewritten
+[llm clean] completed=1597700 submitted=1597771 kept=3925552 rejected=137944 last=keep reason=rewritten
+[llm clean] completed=1597800 submitted=1597871 kept=3925649 rejected=137947 last=keep reason=rewritten
+[llm clean] completed=1597900 submitted=1597971 kept=3925746 rejected=137950 last=keep reason=rewritten
+[llm clean] completed=1598000 submitted=1598071 kept=3925844 rejected=137952 last=keep reason=rewritten
+[llm clean] completed=1598100 submitted=1598171 kept=3925942 rejected=137954 last=keep reason=rewritten
+[llm clean] completed=1598200 submitted=1598271 kept=3926042 rejected=137954 last=keep reason=rewritten
+[llm clean] completed=1598300 submitted=1598371 kept=3926142 rejected=137954 last=keep reason=rewritten
+[llm clean] completed=1598400 submitted=1598471 kept=3926236 rejected=137960 last=reject reason=The text is a creationist polemic that is heavily biased, contains factual inaccuracies regarding scientific consensus, 
+[llm clean] completed=1598500 submitted=1598571 kept=3926323 rejected=137973 last=keep reason=rewritten
+[llm clean] completed=1598600 submitted=1598671 kept=3926421 rejected=137975 last=keep reason=rewritten
+[llm clean] completed=1598700 submitted=1598771 kept=3926497 rejected=137999 last=keep reason=rewritten
+[llm clean] completed=1598800 submitted=1598871 kept=3926593 rejected=138003 last=keep reason=rewritten
+[llm clean] completed=1598900 submitted=1598971 kept=3926692 rejected=138004 last=keep reason=rewritten
+[llm clean] completed=1599000 submitted=1599071 kept=3926787 rejected=138009 last=keep reason=rewritten
+[llm clean] completed=1599100 submitted=1599171 kept=3926886 rejected=138010 last=keep reason=rewritten
+[llm clean] completed=1599200 submitted=1599271 kept=3926979 rejected=138017 last=keep reason=rewritten
+[llm clean] completed=1599300 submitted=1599371 kept=3927078 rejected=138018 last=keep reason=rewritten
+[llm clean] completed=1599400 submitted=1599471 kept=3927177 rejected=138019 last=keep reason=rewritten
+[llm clean] completed=1599500 submitted=1599571 kept=3927260 rejected=138036 last=keep reason=rewritten
+[llm clean] completed=1599600 submitted=1599671 kept=3927356 rejected=138040 last=keep reason=rewritten
+[llm clean] completed=1599700 submitted=1599771 kept=3927453 rejected=138043 last=keep reason=rewritten
+[llm clean] completed=1599800 submitted=1599871 kept=3927551 rejected=138045 last=keep reason=rewritten
+[llm clean] completed=1599900 submitted=1599971 kept=3927646 rejected=138050 last=keep reason=rewritten
+[llm clean] completed=1600000 submitted=1600071 kept=3927726 rejected=138070 last=keep reason=rewritten
+[llm clean] completed=1600100 submitted=1600171 kept=3927825 rejected=138071 last=keep reason=rewritten
+[llm clean] completed=1600200 submitted=1600271 kept=3927922 rejected=138074 last=keep reason=rewritten
+[llm clean] completed=1600300 submitted=1600371 kept=3928019 rejected=138077 last=keep reason=rewritten
+[llm clean] completed=1600400 submitted=1600471 kept=3928117 rejected=138079 last=keep reason=rewritten
+[llm clean] completed=1600500 submitted=1600571 kept=3928212 rejected=138084 last=keep reason=rewritten
+[llm clean] completed=1600600 submitted=1600671 kept=3928309 rejected=138087 last=keep reason=rewritten
+[llm clean] completed=1600700 submitted=1600771 kept=3928408 rejected=138088 last=keep reason=rewritten
+[llm clean] completed=1600800 submitted=1600871 kept=3928503 rejected=138093 last=keep reason=rewritten
+[llm clean] completed=1600900 submitted=1600971 kept=3928598 rejected=138098 last=keep reason=rewritten
+[llm clean] completed=1601000 submitted=1601071 kept=3928694 rejected=138102 last=keep reason=rewritten
+[llm clean] completed=1601100 submitted=1601171 kept=3928786 rejected=138110 last=keep reason=rewritten
+[llm clean] completed=1601200 submitted=1601271 kept=3928885 rejected=138111 last=keep reason=rewritten
+[llm clean] completed=1601300 submitted=1601371 kept=3928984 rejected=138112 last=keep reason=rewritten
+[llm clean] completed=1601400 submitted=1601471 kept=3929060 rejected=138136 last=keep reason=rewritten
+[llm clean] completed=1601500 submitted=1601571 kept=3929150 rejected=138146 last=keep reason=rewritten
+[llm clean] completed=1601600 submitted=1601671 kept=3929245 rejected=138151 last=keep reason=rewritten
+[llm clean] completed=1601700 submitted=1601771 kept=3929343 rejected=138153 last=keep reason=rewritten
+[llm clean] completed=1601800 submitted=1601871 kept=3929441 rejected=138155 last=keep reason=rewritten
+[llm clean] completed=1601900 submitted=1601971 kept=3929539 rejected=138157 last=keep reason=rewritten
+[llm clean] completed=1602000 submitted=1602071 kept=3929639 rejected=138157 last=keep reason=rewritten
+[llm clean] completed=1602100 submitted=1602171 kept=3929736 rejected=138160 last=reject reason=The text is a list of prize money for various categories of a pow wow, lacking coherent article-style prose structure.
+[llm clean] completed=1602200 submitted=1602271 kept=3929834 rejected=138162 last=keep reason=rewritten
+[llm clean] completed=1602300 submitted=1602371 kept=3929931 rejected=138165 last=keep reason=rewritten
+[llm clean] completed=1602400 submitted=1602471 kept=3930026 rejected=138170 last=keep reason=rewritten
+[llm clean] completed=1602500 submitted=1602571 kept=3930125 rejected=138171 last=keep reason=rewritten
+[llm clean] completed=1602600 submitted=1602671 kept=3930225 rejected=138171 last=keep reason=rewritten
+[llm clean] completed=1602700 submitted=1602771 kept=3930325 rejected=138171 last=keep reason=rewritten
+[llm clean] completed=1602800 submitted=1602871 kept=3930424 rejected=138172 last=keep reason=rewritten
+[llm clean] completed=1602900 submitted=1602971 kept=3930520 rejected=138176 last=keep reason=rewritten
+[llm clean] completed=1603000 submitted=1603071 kept=3930619 rejected=138177 last=keep reason=rewritten
+[llm clean] completed=1603100 submitted=1603171 kept=3930717 rejected=138179 last=keep reason=rewritten
+[llm clean] completed=1603200 submitted=1603271 kept=3930814 rejected=138182 last=keep reason=rewritten
+[llm clean] completed=1603300 submitted=1603371 kept=3930907 rejected=138189 last=keep reason=rewritten
+[llm clean] completed=1603400 submitted=1603471 kept=3931005 rejected=138191 last=keep reason=rewritten
+[llm clean] completed=1603500 submitted=1603571 kept=3931103 rejected=138193 last=keep reason=rewritten
+[llm clean] completed=1603600 submitted=1603671 kept=3931200 rejected=138196 last=keep reason=rewritten
+[llm clean] completed=1603700 submitted=1603771 kept=3931299 rejected=138197 last=keep reason=rewritten
+[llm clean] completed=1603800 submitted=1603871 kept=3931398 rejected=138198 last=keep reason=rewritten
+[llm clean] completed=1603900 submitted=1603971 kept=3931494 rejected=138202 last=keep reason=rewritten
+[llm clean] completed=1604000 submitted=1604071 kept=3931591 rejected=138205 last=keep reason=rewritten
+[llm clean] completed=1604100 submitted=1604171 kept=3931691 rejected=138205 last=keep reason=rewritten
+[llm clean] completed=1604200 submitted=1604271 kept=3931783 rejected=138213 last=keep reason=rewritten
+[llm clean] completed=1604300 submitted=1604371 kept=3931881 rejected=138215 last=keep reason=rewritten
+[llm clean] completed=1604400 submitted=1604471 kept=3931981 rejected=138215 last=keep reason=rewritten
+[llm clean] completed=1604500 submitted=1604571 kept=3932080 rejected=138216 last=keep reason=rewritten
+[llm clean] completed=1604600 submitted=1604671 kept=3932180 rejected=138216 last=keep reason=rewritten
+[llm clean] completed=1604700 submitted=1604771 kept=3932278 rejected=138218 last=keep reason=rewritten
+[llm clean] completed=1604800 submitted=1604871 kept=3932376 rejected=138220 last=keep reason=rewritten
+[llm clean] completed=1604900 submitted=1604971 kept=3932474 rejected=138222 last=keep reason=rewritten
+[llm clean] completed=1605000 submitted=1605071 kept=3932571 rejected=138225 last=reject reason=The text is a raw roster of names, likely from a conference attendee list or author index, with no coherent narrative or
+[llm clean] completed=1605100 submitted=1605171 kept=3932654 rejected=138242 last=keep reason=rewritten
+[llm clean] completed=1605200 submitted=1605271 kept=3932748 rejected=138248 last=keep reason=rewritten
+[llm clean] completed=1605300 submitted=1605371 kept=3932844 rejected=138252 last=keep reason=rewritten
+[llm clean] completed=1605400 submitted=1605471 kept=3932941 rejected=138255 last=keep reason=rewritten
+[llm clean] completed=1605500 submitted=1605571 kept=3933036 rejected=138260 last=keep reason=rewritten
+[llm clean] completed=1605600 submitted=1605671 kept=3933132 rejected=138264 last=keep reason=rewritten
+[llm clean] completed=1605700 submitted=1605771 kept=3933232 rejected=138264 last=keep reason=rewritten
+[llm clean] completed=1605800 submitted=1605871 kept=3933329 rejected=138267 last=keep reason=rewritten
+[llm clean] completed=1605900 submitted=1605971 kept=3933426 rejected=138270 last=keep reason=rewritten
+[llm clean] completed=1606000 submitted=1606071 kept=3933518 rejected=138278 last=keep reason=rewritten
+[llm clean] completed=1606100 submitted=1606171 kept=3933615 rejected=138281 last=keep reason=rewritten
+[llm clean] completed=1606200 submitted=1606271 kept=3933710 rejected=138286 last=keep reason=rewritten
+[llm clean] completed=1606300 submitted=1606371 kept=3933805 rejected=138291 last=keep reason=rewritten
+[llm clean] completed=1606400 submitted=1606471 kept=3933902 rejected=138294 last=keep reason=rewritten
+[llm clean] completed=1606500 submitted=1606571 kept=3934000 rejected=138296 last=keep reason=rewritten
+[llm clean] completed=1606600 submitted=1606671 kept=3934093 rejected=138303 last=keep reason=rewritten
+[llm clean] completed=1606700 submitted=1606771 kept=3934189 rejected=138307 last=keep reason=rewritten
+[llm clean] completed=1606800 submitted=1606871 kept=3934287 rejected=138309 last=keep reason=rewritten
+[llm clean] completed=1606900 submitted=1606971 kept=3934387 rejected=138309 last=keep reason=rewritten
+[llm clean] completed=1607000 submitted=1607071 kept=3934483 rejected=138313 last=keep reason=rewritten
+[llm clean] completed=1607100 submitted=1607171 kept=3934574 rejected=138322 last=keep reason=rewritten
+[llm clean] completed=1607200 submitted=1607271 kept=3934672 rejected=138324 last=keep reason=rewritten
+[llm clean] completed=1607300 submitted=1607371 kept=3934768 rejected=138328 last=keep reason=rewritten
+[llm clean] completed=1607400 submitted=1607471 kept=3934862 rejected=138334 last=keep reason=rewritten
+[llm clean] completed=1607500 submitted=1607571 kept=3934962 rejected=138334 last=keep reason=rewritten
+[llm clean] completed=1607600 submitted=1607671 kept=3935061 rejected=138335 last=keep reason=rewritten
+[llm clean] completed=1607700 submitted=1607771 kept=3935158 rejected=138338 last=keep reason=rewritten
+[llm clean] completed=1607800 submitted=1607871 kept=3935254 rejected=138342 last=keep reason=rewritten
+[llm clean] completed=1607900 submitted=1607971 kept=3935353 rejected=138343 last=keep reason=rewritten
+[llm clean] completed=1608000 submitted=1608071 kept=3935450 rejected=138346 last=keep reason=rewritten
+[llm clean] completed=1608100 submitted=1608171 kept=3935545 rejected=138351 last=keep reason=rewritten
+[llm clean] completed=1608200 submitted=1608271 kept=3935645 rejected=138351 last=keep reason=rewritten
+[llm clean] completed=1608300 submitted=1608371 kept=3935745 rejected=138351 last=keep reason=rewritten
+[llm clean] completed=1608400 submitted=1608471 kept=3935844 rejected=138352 last=keep reason=rewritten
+[llm clean] completed=1608500 submitted=1608571 kept=3935941 rejected=138355 last=keep reason=rewritten
+[llm clean] completed=1608600 submitted=1608671 kept=3936039 rejected=138357 last=keep reason=rewritten
+[llm clean] completed=1608700 submitted=1608771 kept=3936138 rejected=138358 last=keep reason=rewritten
+[llm clean] completed=1608800 submitted=1608871 kept=3936237 rejected=138359 last=keep reason=rewritten
+[llm clean] completed=1608900 submitted=1608971 kept=3936335 rejected=138361 last=keep reason=rewritten
+[llm clean] completed=1609000 submitted=1609071 kept=3936434 rejected=138362 last=keep reason=rewritten
+[llm clean] completed=1609100 submitted=1609171 kept=3936533 rejected=138363 last=keep reason=rewritten
+[llm clean] completed=1609200 submitted=1609271 kept=3936631 rejected=138365 last=keep reason=rewritten
+[llm clean] completed=1609300 submitted=1609371 kept=3936727 rejected=138369 last=reject reason=The text is a raw dump of forum comments, user metadata, and navigation artifacts without coherent article-style prose s
+[llm clean] completed=1609400 submitted=1609471 kept=3936821 rejected=138375 last=keep reason=rewritten
+[llm clean] completed=1609500 submitted=1609571 kept=3936920 rejected=138376 last=keep reason=rewritten
+[llm clean] completed=1609600 submitted=1609671 kept=3937019 rejected=138377 last=keep reason=rewritten
+[llm clean] completed=1609700 submitted=1609771 kept=3937114 rejected=138382 last=keep reason=rewritten
+[llm clean] completed=1609800 submitted=1609871 kept=3937212 rejected=138384 last=keep reason=rewritten
+[llm clean] completed=1609900 submitted=1609971 kept=3937309 rejected=138387 last=keep reason=rewritten
+[llm clean] completed=1610000 submitted=1610071 kept=3937409 rejected=138387 last=keep reason=rewritten
+[llm clean] completed=1610100 submitted=1610171 kept=3937504 rejected=138392 last=keep reason=rewritten
+[llm clean] completed=1610200 submitted=1610271 kept=3937602 rejected=138394 last=keep reason=rewritten
+[llm clean] completed=1610300 submitted=1610371 kept=3937702 rejected=138394 last=keep reason=rewritten
+[llm clean] completed=1610400 submitted=1610471 kept=3937799 rejected=138397 last=keep reason=rewritten
+[llm clean] completed=1610500 submitted=1610571 kept=3937894 rejected=138402 last=keep reason=rewritten
+[llm clean] completed=1610600 submitted=1610671 kept=3937989 rejected=138407 last=keep reason=rewritten
+[llm clean] completed=1610700 submitted=1610771 kept=3938087 rejected=138409 last=keep reason=rewritten
+[llm clean] completed=1610800 submitted=1610871 kept=3938172 rejected=138424 last=reject reason=The text is a disjointed collection of campaign fundraising data, contact information, links, and fragmented political c
+[llm clean] completed=1610900 submitted=1610971 kept=3938269 rejected=138427 last=keep reason=rewritten
+[llm clean] completed=1611000 submitted=1611071 kept=3938368 rejected=138428 last=keep reason=rewritten
+[llm clean] completed=1611100 submitted=1611171 kept=3938463 rejected=138433 last=keep reason=rewritten
+[llm clean] completed=1611200 submitted=1611271 kept=3938562 rejected=138434 last=keep reason=rewritten
+[llm clean] completed=1611300 submitted=1611371 kept=3938660 rejected=138436 last=keep reason=rewritten
+[llm clean] completed=1611400 submitted=1611471 kept=3938759 rejected=138437 last=keep reason=rewritten
+[llm clean] completed=1611500 submitted=1611571 kept=3938855 rejected=138441 last=keep reason=rewritten
+[llm clean] completed=1611600 submitted=1611671 kept=3938953 rejected=138443 last=reject reason=The text is a collection of noisy web comments, metadata, and navigation artifacts without coherent article-style prose.
+[llm clean] completed=1611700 submitted=1611771 kept=3939047 rejected=138449 last=keep reason=rewritten
+[llm clean] completed=1611800 submitted=1611871 kept=3939142 rejected=138454 last=keep reason=rewritten
+[llm clean] completed=1611900 submitted=1611971 kept=3939241 rejected=138455 last=keep reason=rewritten
+[llm clean] completed=1612000 submitted=1612071 kept=3939340 rejected=138456 last=keep reason=rewritten
+[llm clean] completed=1612100 submitted=1612171 kept=3939438 rejected=138458 last=keep reason=rewritten
+[llm clean] completed=1612200 submitted=1612271 kept=3939535 rejected=138461 last=keep reason=rewritten
+[llm clean] completed=1612300 submitted=1612371 kept=3939630 rejected=138466 last=keep reason=rewritten
+[llm clean] completed=1612400 submitted=1612471 kept=3939726 rejected=138470 last=keep reason=rewritten
+[llm clean] completed=1612500 submitted=1612571 kept=3939825 rejected=138471 last=keep reason=rewritten
+[llm clean] completed=1612600 submitted=1612671 kept=3939924 rejected=138472 last=keep reason=rewritten
+[llm clean] completed=1612700 submitted=1612771 kept=3940023 rejected=138473 last=keep reason=rewritten
+[llm clean] completed=1612800 submitted=1612871 kept=3940123 rejected=138473 last=keep reason=rewritten
+[llm clean] completed=1612900 submitted=1612971 kept=3940219 rejected=138477 last=keep reason=rewritten
+[llm clean] completed=1613000 submitted=1613071 kept=3940319 rejected=138477 last=keep reason=rewritten
+[llm clean] completed=1613100 submitted=1613171 kept=3940417 rejected=138479 last=keep reason=rewritten
+[llm clean] completed=1613200 submitted=1613271 kept=3940516 rejected=138480 last=keep reason=rewritten
+[llm clean] completed=1613300 submitted=1613371 kept=3940613 rejected=138483 last=keep reason=rewritten
+[llm clean] completed=1613400 submitted=1613471 kept=3940711 rejected=138485 last=keep reason=rewritten
+[llm clean] completed=1613500 submitted=1613571 kept=3940802 rejected=138494 last=keep reason=rewritten
+[llm clean] completed=1613600 submitted=1613671 kept=3940900 rejected=138496 last=reject reason=The text is primarily a product specification sheet, checklist, and promotional boilerplate for a card game insert set. 
+[llm clean] completed=1613700 submitted=1613771 kept=3940997 rejected=138499 last=keep reason=rewritten
+[llm clean] completed=1613800 submitted=1613871 kept=3941096 rejected=138500 last=keep reason=rewritten
+[llm clean] completed=1613900 submitted=1613971 kept=3941196 rejected=138500 last=keep reason=rewritten
+[llm clean] completed=1614000 submitted=1614071 kept=3941294 rejected=138502 last=keep reason=rewritten
+[llm clean] completed=1614100 submitted=1614171 kept=3941393 rejected=138503 last=keep reason=rewritten
+[llm clean] completed=1614200 submitted=1614271 kept=3941489 rejected=138507 last=keep reason=rewritten
+[llm clean] completed=1614300 submitted=1614371 kept=3941589 rejected=138507 last=keep reason=rewritten
+[llm clean] completed=1614400 submitted=1614471 kept=3941687 rejected=138509 last=keep reason=rewritten
+[llm clean] completed=1614500 submitted=1614571 kept=3941785 rejected=138511 last=keep reason=rewritten
+[llm clean] completed=1614600 submitted=1614671 kept=3941880 rejected=138516 last=keep reason=rewritten
+[llm clean] completed=1614700 submitted=1614771 kept=3941979 rejected=138517 last=keep reason=rewritten
+[llm clean] completed=1614800 submitted=1614871 kept=3942063 rejected=138533 last=keep reason=rewritten
+[llm clean] completed=1614900 submitted=1614971 kept=3942163 rejected=138533 last=keep reason=rewritten
+[llm clean] completed=1615000 submitted=1615071 kept=3942258 rejected=138538 last=keep reason=rewritten
+[llm clean] completed=1615100 submitted=1615171 kept=3942357 rejected=138539 last=keep reason=rewritten
+[llm clean] completed=1615200 submitted=1615271 kept=3942457 rejected=138539 last=keep reason=rewritten
+[llm clean] completed=1615300 submitted=1615371 kept=3942557 rejected=138539 last=keep reason=rewritten
+[llm clean] completed=1615400 submitted=1615471 kept=3942651 rejected=138545 last=keep reason=rewritten
+[llm clean] completed=1615500 submitted=1615571 kept=3942751 rejected=138545 last=keep reason=rewritten
+[llm clean] completed=1615600 submitted=1615671 kept=3942851 rejected=138545 last=keep reason=rewritten
+[llm clean] completed=1615700 submitted=1615771 kept=3942951 rejected=138545 last=keep reason=rewritten
+[llm clean] completed=1615800 submitted=1615871 kept=3943048 rejected=138548 last=keep reason=rewritten
+[llm clean] completed=1615900 submitted=1615971 kept=3943145 rejected=138551 last=keep reason=rewritten
+[llm clean] completed=1616000 submitted=1616071 kept=3943218 rejected=138578 last=keep reason=rewritten
+[llm clean] completed=1616100 submitted=1616171 kept=3943317 rejected=138579 last=reject reason=The text is primarily a repetitive list of image captions and metadata from a photo gallery, followed by a subscription 
+[llm clean] completed=1616200 submitted=1616271 kept=3943416 rejected=138580 last=keep reason=rewritten
+[llm clean] completed=1616300 submitted=1616371 kept=3943514 rejected=138582 last=keep reason=rewritten
+[llm clean] completed=1616400 submitted=1616471 kept=3943613 rejected=138583 last=keep reason=rewritten
+[llm clean] completed=1616500 submitted=1616571 kept=3943712 rejected=138584 last=keep reason=rewritten
+[llm clean] completed=1616600 submitted=1616671 kept=3943805 rejected=138591 last=keep reason=rewritten
+[llm clean] completed=1616700 submitted=1616771 kept=3943900 rejected=138596 last=keep reason=rewritten
+[llm clean] completed=1616800 submitted=1616871 kept=3943999 rejected=138597 last=keep reason=rewritten
+[llm clean] completed=1616900 submitted=1616971 kept=3944097 rejected=138599 last=keep reason=rewritten
+[llm clean] completed=1617000 submitted=1617071 kept=3944190 rejected=138606 last=keep reason=rewritten
+[llm clean] completed=1617100 submitted=1617171 kept=3944285 rejected=138611 last=keep reason=rewritten
+[llm clean] completed=1617200 submitted=1617271 kept=3944381 rejected=138615 last=keep reason=rewritten
+[llm clean] completed=1617300 submitted=1617371 kept=3944477 rejected=138619 last=keep reason=rewritten
+[llm clean] completed=1617400 submitted=1617471 kept=3944574 rejected=138622 last=keep reason=rewritten
+[llm clean] completed=1617500 submitted=1617571 kept=3944672 rejected=138624 last=keep reason=rewritten
+[llm clean] completed=1617600 submitted=1617671 kept=3944766 rejected=138630 last=keep reason=rewritten
+[llm clean] completed=1617700 submitted=1617771 kept=3944863 rejected=138633 last=keep reason=rewritten
+[llm clean] completed=1617800 submitted=1617871 kept=3944962 rejected=138634 last=keep reason=rewritten
+[llm clean] completed=1617900 submitted=1617971 kept=3945062 rejected=138634 last=keep reason=rewritten
+[llm clean] completed=1618000 submitted=1618071 kept=3945161 rejected=138635 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1618100 submitted=1618171 kept=3945259 rejected=138637 last=keep reason=rewritten
+[llm clean] completed=1618200 submitted=1618271 kept=3945355 rejected=138641 last=keep reason=rewritten
+[llm clean] completed=1618300 submitted=1618371 kept=3945454 rejected=138642 last=keep reason=rewritten
+[llm clean] completed=1618400 submitted=1618471 kept=3945554 rejected=138642 last=keep reason=rewritten
+[llm clean] completed=1618500 submitted=1618571 kept=3945653 rejected=138643 last=keep reason=rewritten
+[llm clean] completed=1618600 submitted=1618671 kept=3945752 rejected=138644 last=keep reason=rewritten
+[llm clean] completed=1618700 submitted=1618771 kept=3945852 rejected=138644 last=keep reason=rewritten
+[llm clean] completed=1618800 submitted=1618871 kept=3945952 rejected=138644 last=keep reason=rewritten
+[llm clean] completed=1618900 submitted=1618971 kept=3946042 rejected=138654 last=keep reason=rewritten
+[llm clean] completed=1619000 submitted=1619071 kept=3946141 rejected=138655 last=keep reason=rewritten
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+[llm clean] completed=1619200 submitted=1619271 kept=3946321 rejected=138675 last=keep reason=rewritten
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+[llm clean] completed=1619700 submitted=1619771 kept=3946789 rejected=138707 last=keep reason=rewritten
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+[llm clean] completed=1619900 submitted=1619971 kept=3946986 rejected=138710 last=keep reason=rewritten
+[llm clean] completed=1620000 submitted=1620071 kept=3947083 rejected=138713 last=keep reason=rewritten
+[llm clean] completed=1620100 submitted=1620171 kept=3947182 rejected=138714 last=keep reason=rewritten
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+[llm clean] completed=1620600 submitted=1620671 kept=3947677 rejected=138719 last=keep reason=rewritten
+[llm clean] completed=1620700 submitted=1620771 kept=3947776 rejected=138720 last=keep reason=rewritten
+[llm clean] completed=1620800 submitted=1620871 kept=3947867 rejected=138729 last=keep reason=rewritten
+[llm clean] completed=1620900 submitted=1620971 kept=3947965 rejected=138731 last=keep reason=rewritten
+[llm clean] completed=1621000 submitted=1621071 kept=3948063 rejected=138733 last=keep reason=rewritten
+[llm clean] completed=1621100 submitted=1621171 kept=3948156 rejected=138740 last=keep reason=rewritten
+[llm clean] completed=1621200 submitted=1621271 kept=3948248 rejected=138748 last=keep reason=rewritten
+[llm clean] completed=1621300 submitted=1621371 kept=3948336 rejected=138760 last=keep reason=rewritten
+[llm clean] completed=1621400 submitted=1621471 kept=3948433 rejected=138763 last=keep reason=rewritten
+[llm clean] completed=1621500 submitted=1621571 kept=3948532 rejected=138764 last=keep reason=rewritten
+[llm clean] completed=1621600 submitted=1621671 kept=3948632 rejected=138764 last=keep reason=rewritten
+[llm clean] completed=1621700 submitted=1621771 kept=3948728 rejected=138768 last=keep reason=rewritten
+[llm clean] completed=1621800 submitted=1621871 kept=3948825 rejected=138771 last=keep reason=rewritten
+[llm clean] completed=1621900 submitted=1621971 kept=3948919 rejected=138777 last=keep reason=rewritten
+[llm clean] completed=1622000 submitted=1622071 kept=3949016 rejected=138780 last=keep reason=rewritten
+[llm clean] completed=1622100 submitted=1622171 kept=3949113 rejected=138783 last=keep reason=rewritten
+[llm clean] completed=1622200 submitted=1622271 kept=3949211 rejected=138785 last=keep reason=rewritten
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+[llm clean] completed=1622400 submitted=1622471 kept=3949393 rejected=138803 last=keep reason=rewritten
+[llm clean] completed=1622500 submitted=1622571 kept=3949490 rejected=138806 last=keep reason=rewritten
+[llm clean] completed=1622600 submitted=1622671 kept=3949586 rejected=138810 last=keep reason=rewritten
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+[llm clean] completed=1622800 submitted=1622871 kept=3949780 rejected=138816 last=keep reason=rewritten
+[llm clean] completed=1622900 submitted=1622971 kept=3949876 rejected=138820 last=keep reason=rewritten
+[llm clean] completed=1623000 submitted=1623071 kept=3949976 rejected=138820 last=keep reason=rewritten
+[llm clean] completed=1623100 submitted=1623171 kept=3950075 rejected=138821 last=keep reason=rewritten
+[llm clean] completed=1623200 submitted=1623271 kept=3950174 rejected=138822 last=keep reason=rewritten
+[llm clean] completed=1623300 submitted=1623371 kept=3950274 rejected=138822 last=keep reason=rewritten
+[llm clean] completed=1623400 submitted=1623471 kept=3950372 rejected=138824 last=keep reason=rewritten
+[llm clean] completed=1623500 submitted=1623571 kept=3950471 rejected=138825 last=keep reason=rewritten
+[llm clean] completed=1623600 submitted=1623671 kept=3950571 rejected=138825 last=keep reason=rewritten
+[llm clean] completed=1623700 submitted=1623771 kept=3950667 rejected=138829 last=keep reason=rewritten
+[llm clean] completed=1623800 submitted=1623871 kept=3950761 rejected=138835 last=keep reason=rewritten
+[llm clean] completed=1623900 submitted=1623971 kept=3950856 rejected=138840 last=keep reason=rewritten
+[llm clean] completed=1624000 submitted=1624071 kept=3950953 rejected=138843 last=keep reason=rewritten
+[llm clean] completed=1624100 submitted=1624171 kept=3951049 rejected=138847 last=keep reason=rewritten
+[llm clean] completed=1624200 submitted=1624271 kept=3951149 rejected=138847 last=keep reason=rewritten
+[llm clean] completed=1624300 submitted=1624371 kept=3951247 rejected=138849 last=keep reason=rewritten
+[llm clean] completed=1624400 submitted=1624471 kept=3951336 rejected=138860 last=keep reason=rewritten
+[llm clean] completed=1624500 submitted=1624571 kept=3951414 rejected=138882 last=keep reason=rewritten
+[llm clean] completed=1624600 submitted=1624671 kept=3951507 rejected=138889 last=keep reason=rewritten
+[llm clean] completed=1624700 submitted=1624771 kept=3951602 rejected=138894 last=keep reason=rewritten
+[llm clean] completed=1624800 submitted=1624871 kept=3951702 rejected=138894 last=keep reason=rewritten
+[llm clean] completed=1624900 submitted=1624971 kept=3951798 rejected=138898 last=keep reason=rewritten
+[llm clean] completed=1625000 submitted=1625071 kept=3951894 rejected=138902 last=keep reason=rewritten
+[llm clean] completed=1625100 submitted=1625171 kept=3951992 rejected=138904 last=keep reason=rewritten
+[llm clean] completed=1625200 submitted=1625271 kept=3952090 rejected=138906 last=keep reason=rewritten
+[llm clean] completed=1625300 submitted=1625371 kept=3952185 rejected=138911 last=keep reason=rewritten
+[llm clean] completed=1625400 submitted=1625471 kept=3952284 rejected=138912 last=keep reason=rewritten
+[llm clean] completed=1625500 submitted=1625571 kept=3952381 rejected=138915 last=keep reason=rewritten
+[llm clean] completed=1625600 submitted=1625671 kept=3952476 rejected=138920 last=keep reason=rewritten
+[llm clean] completed=1625700 submitted=1625771 kept=3952574 rejected=138922 last=keep reason=rewritten
+[llm clean] completed=1625800 submitted=1625871 kept=3952673 rejected=138923 last=keep reason=rewritten
+[llm clean] completed=1625900 submitted=1625971 kept=3952772 rejected=138924 last=keep reason=rewritten
+[llm clean] completed=1626000 submitted=1626071 kept=3952867 rejected=138929 last=keep reason=rewritten
+[llm clean] completed=1626100 submitted=1626171 kept=3952962 rejected=138934 last=keep reason=rewritten
+[llm clean] completed=1626200 submitted=1626271 kept=3953061 rejected=138935 last=keep reason=rewritten
+[llm clean] completed=1626300 submitted=1626371 kept=3953149 rejected=138947 last=keep reason=rewritten
+[llm clean] completed=1626400 submitted=1626471 kept=3953246 rejected=138950 last=keep reason=rewritten
+[llm clean] completed=1626500 submitted=1626571 kept=3953345 rejected=138951 last=keep reason=rewritten
+[llm clean] completed=1626600 submitted=1626671 kept=3953445 rejected=138951 last=keep reason=rewritten
+[llm clean] completed=1626700 submitted=1626771 kept=3953541 rejected=138955 last=keep reason=rewritten
+[llm clean] completed=1626800 submitted=1626871 kept=3953638 rejected=138958 last=keep reason=rewritten
+[llm clean] completed=1626900 submitted=1626971 kept=3953737 rejected=138959 last=keep reason=rewritten
+[llm clean] completed=1627000 submitted=1627071 kept=3953835 rejected=138961 last=keep reason=rewritten
+[llm clean] completed=1627100 submitted=1627171 kept=3953921 rejected=138975 last=keep reason=rewritten
+[llm clean] completed=1627200 submitted=1627271 kept=3954017 rejected=138979 last=keep reason=rewritten
+[llm clean] completed=1627300 submitted=1627371 kept=3954114 rejected=138982 last=keep reason=rewritten
+[llm clean] completed=1627400 submitted=1627471 kept=3954207 rejected=138989 last=keep reason=rewritten
+[llm clean] completed=1627500 submitted=1627571 kept=3954304 rejected=138992 last=keep reason=rewritten
+[llm clean] completed=1627600 submitted=1627671 kept=3954397 rejected=138999 last=keep reason=rewritten
+[llm clean] completed=1627700 submitted=1627771 kept=3954494 rejected=139002 last=keep reason=rewritten
+[llm clean] completed=1627800 submitted=1627871 kept=3954589 rejected=139007 last=keep reason=rewritten
+[llm clean] completed=1627900 submitted=1627971 kept=3954685 rejected=139011 last=keep reason=rewritten
+[llm clean] completed=1628000 submitted=1628071 kept=3954782 rejected=139014 last=keep reason=rewritten
+[llm clean] completed=1628100 submitted=1628171 kept=3954878 rejected=139018 last=keep reason=rewritten
+[llm clean] completed=1628200 submitted=1628271 kept=3954972 rejected=139024 last=keep reason=rewritten
+[llm clean] completed=1628300 submitted=1628371 kept=3955071 rejected=139025 last=keep reason=rewritten
+[llm clean] completed=1628400 submitted=1628471 kept=3955168 rejected=139028 last=keep reason=rewritten
+[llm clean] completed=1628500 submitted=1628571 kept=3955266 rejected=139030 last=keep reason=rewritten
+[llm clean] completed=1628600 submitted=1628671 kept=3955366 rejected=139030 last=keep reason=rewritten
+[llm clean] completed=1628700 submitted=1628771 kept=3955462 rejected=139034 last=keep reason=rewritten
+[llm clean] completed=1628800 submitted=1628871 kept=3955559 rejected=139037 last=keep reason=rewritten
+[llm clean] completed=1628900 submitted=1628971 kept=3955648 rejected=139048 last=keep reason=rewritten
+[llm clean] completed=1629000 submitted=1629071 kept=3955748 rejected=139048 last=keep reason=rewritten
+[llm clean] completed=1629100 submitted=1629171 kept=3955836 rejected=139060 last=keep reason=rewritten
+[llm clean] completed=1629200 submitted=1629271 kept=3955932 rejected=139064 last=keep reason=rewritten
+[llm clean] completed=1629300 submitted=1629371 kept=3956031 rejected=139065 last=keep reason=rewritten
+[llm clean] completed=1629400 submitted=1629471 kept=3956130 rejected=139066 last=keep reason=rewritten
+[llm clean] completed=1629500 submitted=1629571 kept=3956230 rejected=139066 last=keep reason=rewritten
+[llm clean] completed=1629600 submitted=1629671 kept=3956324 rejected=139072 last=keep reason=rewritten
+[llm clean] completed=1629700 submitted=1629771 kept=3956421 rejected=139075 last=keep reason=rewritten
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+[llm clean] completed=1629900 submitted=1629971 kept=3956618 rejected=139078 last=keep reason=rewritten
+[llm clean] completed=1630000 submitted=1630071 kept=3956716 rejected=139080 last=keep reason=rewritten
+[llm clean] completed=1630100 submitted=1630171 kept=3956815 rejected=139081 last=keep reason=rewritten
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+[llm clean] completed=1630500 submitted=1630571 kept=3957211 rejected=139085 last=keep reason=rewritten
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+[llm clean] completed=1630700 submitted=1630771 kept=3957410 rejected=139086 last=keep reason=rewritten
+[llm clean] completed=1630800 submitted=1630871 kept=3957507 rejected=139089 last=keep reason=rewritten
+[llm clean] completed=1630900 submitted=1630971 kept=3957607 rejected=139089 last=keep reason=rewritten
+[llm clean] completed=1631000 submitted=1631071 kept=3957707 rejected=139089 last=keep reason=rewritten
+[llm clean] completed=1631100 submitted=1631171 kept=3957803 rejected=139093 last=keep reason=rewritten
+[llm clean] completed=1631200 submitted=1631271 kept=3957900 rejected=139096 last=keep reason=rewritten
+[llm clean] completed=1631300 submitted=1631371 kept=3957990 rejected=139106 last=keep reason=rewritten
+[llm clean] completed=1631400 submitted=1631471 kept=3958090 rejected=139106 last=keep reason=rewritten
+[llm clean] completed=1631500 submitted=1631571 kept=3958186 rejected=139110 last=keep reason=rewritten
+[llm clean] completed=1631600 submitted=1631671 kept=3958284 rejected=139112 last=keep reason=rewritten
+[llm clean] completed=1631700 submitted=1631771 kept=3958383 rejected=139113 last=keep reason=rewritten
+[llm clean] completed=1631800 submitted=1631871 kept=3958482 rejected=139114 last=keep reason=rewritten
+[llm clean] completed=1631900 submitted=1631971 kept=3958580 rejected=139116 last=keep reason=rewritten
+[llm clean] completed=1632000 submitted=1632071 kept=3958678 rejected=139118 last=keep reason=rewritten
+[llm clean] completed=1632100 submitted=1632170 kept=3958773 rejected=139123 last=keep reason=rewritten
+[llm clean] completed=1632200 submitted=1632271 kept=3958867 rejected=139129 last=keep reason=rewritten
+[llm clean] completed=1632300 submitted=1632371 kept=3958967 rejected=139129 last=keep reason=rewritten
+[llm clean] completed=1632400 submitted=1632471 kept=3959064 rejected=139132 last=keep reason=rewritten
+[llm clean] completed=1632500 submitted=1632571 kept=3959160 rejected=139136 last=keep reason=rewritten
+[llm clean] completed=1632600 submitted=1632671 kept=3959255 rejected=139141 last=keep reason=rewritten
+[llm clean] completed=1632700 submitted=1632771 kept=3959354 rejected=139142 last=keep reason=rewritten
+[llm clean] completed=1632800 submitted=1632871 kept=3959437 rejected=139159 last=keep reason=rewritten
+[llm clean] completed=1632900 submitted=1632971 kept=3959531 rejected=139165 last=keep reason=rewritten
+[llm clean] completed=1633000 submitted=1633071 kept=3959629 rejected=139167 last=keep reason=rewritten
+[llm clean] completed=1633100 submitted=1633171 kept=3959726 rejected=139170 last=keep reason=rewritten
+[llm clean] completed=1633200 submitted=1633271 kept=3959823 rejected=139173 last=keep reason=rewritten
+[llm clean] completed=1633300 submitted=1633371 kept=3959911 rejected=139185 last=reject reason=The text is a list of comic book solicitations, metadata, and promotional blurbs rather than a coherent article or narra
+[llm clean] completed=1633400 submitted=1633471 kept=3960006 rejected=139190 last=keep reason=rewritten
+[llm clean] completed=1633500 submitted=1633571 kept=3960106 rejected=139190 last=keep reason=rewritten
+[llm clean] completed=1633600 submitted=1633671 kept=3960200 rejected=139196 last=keep reason=rewritten
+[llm clean] completed=1633700 submitted=1633771 kept=3960298 rejected=139198 last=keep reason=rewritten
+[llm clean] completed=1633800 submitted=1633871 kept=3960395 rejected=139201 last=keep reason=rewritten
+[llm clean] completed=1633900 submitted=1633971 kept=3960493 rejected=139203 last=keep reason=rewritten
+[llm clean] completed=1634000 submitted=1634071 kept=3960590 rejected=139206 last=keep reason=rewritten
+[llm clean] completed=1634100 submitted=1634171 kept=3960689 rejected=139207 last=keep reason=rewritten
+[llm clean] completed=1634200 submitted=1634271 kept=3960788 rejected=139208 last=keep reason=rewritten
+[llm clean] completed=1634300 submitted=1634371 kept=3960883 rejected=139213 last=keep reason=rewritten
+[llm clean] completed=1634400 submitted=1634471 kept=3960981 rejected=139215 last=keep reason=rewritten
+[llm clean] completed=1634500 submitted=1634571 kept=3961071 rejected=139225 last=keep reason=rewritten
+[llm clean] completed=1634600 submitted=1634671 kept=3961167 rejected=139229 last=keep reason=rewritten
+[llm clean] completed=1634700 submitted=1634771 kept=3961267 rejected=139229 last=keep reason=rewritten
+[llm clean] completed=1634800 submitted=1634871 kept=3961367 rejected=139229 last=keep reason=rewritten
+[llm clean] completed=1634900 submitted=1634971 kept=3961459 rejected=139237 last=keep reason=rewritten
+[llm clean] completed=1635000 submitted=1635071 kept=3961558 rejected=139238 last=keep reason=rewritten
+[llm clean] completed=1635100 submitted=1635171 kept=3961652 rejected=139244 last=keep reason=rewritten
+[llm clean] completed=1635200 submitted=1635271 kept=3961752 rejected=139244 last=keep reason=rewritten
+[llm clean] completed=1635300 submitted=1635371 kept=3961850 rejected=139246 last=keep reason=rewritten
+[llm clean] completed=1635400 submitted=1635471 kept=3961949 rejected=139247 last=keep reason=rewritten
+[llm clean] completed=1635500 submitted=1635571 kept=3962046 rejected=139250 last=keep reason=rewritten
+[llm clean] completed=1635600 submitted=1635671 kept=3962141 rejected=139255 last=keep reason=rewritten
+[llm clean] completed=1635700 submitted=1635771 kept=3962237 rejected=139259 last=keep reason=rewritten
+[llm clean] completed=1635800 submitted=1635871 kept=3962334 rejected=139262 last=keep reason=rewritten
+[llm clean] completed=1635900 submitted=1635971 kept=3962431 rejected=139265 last=keep reason=rewritten
+[llm clean] completed=1636000 submitted=1636071 kept=3962530 rejected=139266 last=keep reason=rewritten
+[llm clean] completed=1636100 submitted=1636171 kept=3962626 rejected=139270 last=keep reason=rewritten
+[llm clean] completed=1636200 submitted=1636271 kept=3962725 rejected=139271 last=keep reason=rewritten
+[llm clean] completed=1636300 submitted=1636371 kept=3962822 rejected=139274 last=reject reason=The text is a metadata dump, file list, and user reviews for a game rip, lacking coherent article-style prose.
+[llm clean] completed=1636400 submitted=1636471 kept=3962919 rejected=139277 last=keep reason=rewritten
+[llm clean] completed=1636500 submitted=1636571 kept=3963019 rejected=139277 last=keep reason=rewritten
+[llm clean] completed=1636600 submitted=1636671 kept=3963113 rejected=139283 last=keep reason=rewritten
+[llm clean] completed=1636700 submitted=1636771 kept=3963212 rejected=139284 last=keep reason=rewritten
+[llm clean] completed=1636800 submitted=1636871 kept=3963309 rejected=139287 last=keep reason=rewritten
+[llm clean] completed=1636900 submitted=1636971 kept=3963408 rejected=139288 last=keep reason=rewritten
+[llm clean] completed=1637000 submitted=1637071 kept=3963497 rejected=139299 last=keep reason=rewritten
+[llm clean] completed=1637100 submitted=1637171 kept=3963597 rejected=139299 last=keep reason=rewritten
+[llm clean] completed=1637200 submitted=1637271 kept=3963694 rejected=139302 last=keep reason=rewritten
+[llm clean] completed=1637300 submitted=1637371 kept=3963791 rejected=139305 last=keep reason=rewritten
+[llm clean] completed=1637400 submitted=1637471 kept=3963889 rejected=139307 last=keep reason=rewritten
+[llm clean] completed=1637500 submitted=1637571 kept=3963986 rejected=139310 last=keep reason=rewritten
+[llm clean] completed=1637600 submitted=1637671 kept=3964082 rejected=139314 last=keep reason=rewritten
+[llm clean] completed=1637700 submitted=1637771 kept=3964177 rejected=139319 last=keep reason=rewritten
+[llm clean] completed=1637800 submitted=1637871 kept=3964276 rejected=139320 last=keep reason=rewritten
+[llm clean] completed=1637900 submitted=1637971 kept=3964375 rejected=139321 last=keep reason=rewritten
+[llm clean] completed=1638000 submitted=1638071 kept=3964472 rejected=139324 last=keep reason=rewritten
+[llm clean] completed=1638100 submitted=1638171 kept=3964569 rejected=139327 last=keep reason=rewritten
+[llm clean] completed=1638200 submitted=1638271 kept=3964667 rejected=139329 last=keep reason=rewritten
+[llm clean] completed=1638300 submitted=1638371 kept=3964763 rejected=139333 last=keep reason=rewritten
+[llm clean] completed=1638400 submitted=1638471 kept=3964859 rejected=139337 last=keep reason=rewritten
+[llm clean] completed=1638500 submitted=1638571 kept=3964957 rejected=139339 last=keep reason=rewritten
+[llm clean] completed=1638600 submitted=1638671 kept=3965057 rejected=139339 last=keep reason=rewritten
+[llm clean] completed=1638700 submitted=1638771 kept=3965157 rejected=139339 last=keep reason=rewritten
+[llm clean] completed=1638800 submitted=1638871 kept=3965252 rejected=139344 last=keep reason=rewritten
+[llm clean] completed=1638900 submitted=1638971 kept=3965351 rejected=139345 last=keep reason=rewritten
+[llm clean] completed=1639000 submitted=1639071 kept=3965448 rejected=139348 last=keep reason=rewritten
+[llm clean] completed=1639100 submitted=1639171 kept=3965546 rejected=139350 last=keep reason=rewritten
+[llm clean] completed=1639200 submitted=1639271 kept=3965644 rejected=139352 last=keep reason=rewritten
+[llm clean] completed=1639300 submitted=1639371 kept=3965743 rejected=139353 last=keep reason=rewritten
+[llm clean] completed=1639400 submitted=1639471 kept=3965841 rejected=139355 last=keep reason=rewritten
+[llm clean] completed=1639500 submitted=1639571 kept=3965941 rejected=139355 last=keep reason=rewritten
+[llm clean] completed=1639600 submitted=1639671 kept=3966041 rejected=139355 last=keep reason=rewritten
+[llm clean] completed=1639700 submitted=1639771 kept=3966139 rejected=139357 last=keep reason=rewritten
+[llm clean] completed=1639800 submitted=1639871 kept=3966238 rejected=139358 last=keep reason=rewritten
+[llm clean] completed=1639900 submitted=1639971 kept=3966338 rejected=139358 last=keep reason=rewritten
+[llm clean] completed=1640000 submitted=1640071 kept=3966438 rejected=139358 last=keep reason=rewritten
+[llm clean] completed=1640100 submitted=1640171 kept=3966536 rejected=139360 last=keep reason=rewritten
+[llm clean] completed=1640200 submitted=1640271 kept=3966624 rejected=139372 last=reject reason=The text is mostly boilerplate, navigation instructions, and metadata (e.g., 'click to zoom in', 'Show your support', 'N
+[llm clean] completed=1640300 submitted=1640371 kept=3966719 rejected=139377 last=keep reason=rewritten
+[llm clean] completed=1640400 submitted=1640470 kept=3966819 rejected=139377 last=keep reason=rewritten
+[llm clean] completed=1640500 submitted=1640571 kept=3966912 rejected=139384 last=keep reason=rewritten
+[llm clean] completed=1640600 submitted=1640671 kept=3966999 rejected=139397 last=keep reason=rewritten
+[llm clean] completed=1640700 submitted=1640771 kept=3967089 rejected=139407 last=keep reason=rewritten
+[llm clean] completed=1640800 submitted=1640871 kept=3967187 rejected=139409 last=keep reason=rewritten
+[llm clean] completed=1640900 submitted=1640971 kept=3967282 rejected=139414 last=keep reason=rewritten
+[llm clean] completed=1641000 submitted=1641071 kept=3967380 rejected=139416 last=keep reason=rewritten
+[llm clean] completed=1641100 submitted=1641171 kept=3967478 rejected=139418 last=keep reason=rewritten
+[llm clean] completed=1641200 submitted=1641271 kept=3967574 rejected=139422 last=keep reason=rewritten
+[llm clean] completed=1641300 submitted=1641371 kept=3967670 rejected=139426 last=keep reason=rewritten
+[llm clean] completed=1641400 submitted=1641471 kept=3967764 rejected=139432 last=keep reason=rewritten
+[llm clean] completed=1641500 submitted=1641571 kept=3967862 rejected=139434 last=keep reason=rewritten
+[llm clean] completed=1641600 submitted=1641671 kept=3967962 rejected=139434 last=keep reason=rewritten
+[llm clean] completed=1641700 submitted=1641771 kept=3968058 rejected=139438 last=keep reason=rewritten
+[llm clean] completed=1641800 submitted=1641871 kept=3968156 rejected=139440 last=keep reason=rewritten
+[llm clean] completed=1641900 submitted=1641971 kept=3968256 rejected=139440 last=keep reason=rewritten
+[llm clean] completed=1642000 submitted=1642071 kept=3968354 rejected=139442 last=keep reason=rewritten
+[llm clean] completed=1642100 submitted=1642171 kept=3968452 rejected=139444 last=keep reason=rewritten
+[llm clean] completed=1642200 submitted=1642271 kept=3968549 rejected=139447 last=keep reason=rewritten
+[llm clean] completed=1642300 submitted=1642371 kept=3968645 rejected=139451 last=keep reason=rewritten
+[llm clean] completed=1642400 submitted=1642471 kept=3968738 rejected=139458 last=keep reason=rewritten
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+[llm clean] completed=1649000 submitted=1649071 kept=3975170 rejected=139626 last=reject reason=The text contains severe hate speech, racial slurs, and extremist ideology (National Socialism, anti-Semitism, white sup
+[llm clean] completed=1649100 submitted=1649171 kept=3975268 rejected=139628 last=keep reason=rewritten
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+[llm clean] completed=1653200 submitted=1653271 kept=3979243 rejected=139753 last=keep reason=rewritten
+[llm clean] completed=1653300 submitted=1653371 kept=3979338 rejected=139758 last=reject reason=The text is a nonsensical, sexually explicit fan-fiction mashup containing incoherent narrative, inappropriate sexual co
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+[llm clean] completed=1657400 submitted=1657471 kept=3983285 rejected=139911 last=reject reason=The text is a mix of a short opinion piece on biometric identification and extensive author biography, contact informati
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+[llm clean] completed=1660000 submitted=1660071 kept=3985815 rejected=139981 last=reject reason=The text is primarily a list of legal entities, names, and titles with minimal context or narrative structure, making it
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+[llm clean] completed=1662500 submitted=1662571 kept=3988234 rejected=140062 last=reject reason=The text is mostly a list of countries, navigation labels, metadata, and fragmented game review data without coherent pr
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+[llm clean] completed=1666500 submitted=1666571 kept=3992112 rejected=140184 last=reject reason=The text is primarily a repetitive list of image captions from a photo gallery, followed by a few unrelated quotes. It l
+[llm clean] completed=1666600 submitted=1666671 kept=3992210 rejected=140186 last=keep reason=rewritten
+[llm clean] completed=1666700 submitted=1666771 kept=3992305 rejected=140191 last=reject reason=The text is a highly biased, racially charged opinion piece containing hate speech, stereotypes, and inflammatory langua
+[llm clean] completed=1666800 submitted=1666871 kept=3992402 rejected=140194 last=keep reason=rewritten
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+[llm clean] completed=1668100 submitted=1668171 kept=3993662 rejected=140234 last=keep reason=rewritten
+[llm clean] completed=1668200 submitted=1668271 kept=3993761 rejected=140235 last=reject reason=The text is a fragmented list of dates, titles, and navigation/editing artifacts (e.g., 'Honours [ edit ]', 'References 
+[llm clean] completed=1668300 submitted=1668371 kept=3993856 rejected=140240 last=reject reason=The text is a raw roster of names, teams, and times from a cycling race results list, lacking coherent prose structure o
+[llm clean] completed=1668400 submitted=1668471 kept=3993954 rejected=140242 last=keep reason=rewritten
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+[llm clean] completed=1669300 submitted=1669371 kept=3994831 rejected=140265 last=reject reason=The input consists entirely of JSON-formatted media/image metadata artifacts with no meaningful prose content.
+[llm clean] completed=1669400 submitted=1669471 kept=3994925 rejected=140271 last=keep reason=rewritten
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+[llm clean] completed=1670300 submitted=1670371 kept=3995801 rejected=140295 last=keep reason=rewritten
+[llm clean] completed=1670400 submitted=1670471 kept=3995899 rejected=140297 last=reject reason=The text is a list of photo captions and metadata from a gallery, lacking coherent article-style prose structure.
+[llm clean] completed=1670500 submitted=1670571 kept=3995998 rejected=140298 last=keep reason=rewritten
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+[llm clean] completed=1671300 submitted=1671371 kept=3996762 rejected=140334 last=reject reason=The text is a forum post or comment containing broken sentences, informal language, and specific URLs that do not form a
+[llm clean] completed=1671400 submitted=1671471 kept=3996861 rejected=140335 last=keep reason=rewritten
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+[llm clean] completed=1672100 submitted=1672171 kept=3997547 rejected=140349 last=keep reason=rewritten
+[llm clean] completed=1672200 submitted=1672271 kept=3997608 rejected=140388 last=reject reason=The input consists entirely of CSS selectors and formatting artifacts, lacking any coherent prose or meaningful content 
+[llm clean] completed=1672300 submitted=1672371 kept=3997702 rejected=140394 last=keep reason=rewritten
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+[llm clean] completed=1675300 submitted=1675371 kept=4000564 rejected=140532 last=keep reason=rewritten
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+[llm clean] completed=1675500 submitted=1675570 kept=4000755 rejected=140541 last=keep reason=rewritten
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+[llm clean] completed=1675700 submitted=1675771 kept=4000949 rejected=140547 last=keep reason=rewritten
+[llm clean] completed=1675800 submitted=1675871 kept=4001044 rejected=140552 last=reject reason=The text is a highly biased, conspiratorial, and factually inaccurate piece of hate speech promoting Islamophobia. It pr
+[llm clean] completed=1675900 submitted=1675971 kept=4001143 rejected=140553 last=keep reason=rewritten
+[llm clean] completed=1676000 submitted=1676071 kept=4001243 rejected=140553 last=keep reason=rewritten
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+[llm clean] completed=1683100 submitted=1683171 kept=4008104 rejected=140792 last=keep reason=rewritten
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+[llm clean] completed=1683800 submitted=1683871 kept=4008784 rejected=140812 last=keep reason=rewritten
+[llm clean] completed=1683900 submitted=1683971 kept=4008881 rejected=140815 last=reject reason=The text consists almost entirely of legal citations, endnotes, and boilerplate 'Save' buttons. It lacks coherent narrat
+[llm clean] completed=1684000 submitted=1684071 kept=4008979 rejected=140817 last=keep reason=rewritten
+[llm clean] completed=1684100 submitted=1684171 kept=4009078 rejected=140818 last=keep reason=rewritten
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+[llm clean] completed=1685700 submitted=1685771 kept=4010629 rejected=140867 last=keep reason=rewritten
+[llm clean] completed=1685800 submitted=1685871 kept=4010726 rejected=140870 last=reject reason=The text is a disjointed collection of email headers, metadata, boilerplate calendar invites, and fragmented corresponde
+[llm clean] completed=1685900 submitted=1685971 kept=4010822 rejected=140874 last=keep reason=rewritten
+[llm clean] completed=1686000 submitted=1686071 kept=4010922 rejected=140874 last=keep reason=rewritten
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+[llm clean] completed=1687700 submitted=1687771 kept=4012565 rejected=140931 last=keep reason=rewritten
+[llm clean] completed=1687800 submitted=1687871 kept=4012659 rejected=140937 last=keep reason=rewritten
+[llm clean] completed=1687900 submitted=1687971 kept=4012752 rejected=140944 last=keep reason=rewritten
+[llm clean] completed=1688000 submitted=1688071 kept=4012848 rejected=140948 last=reject reason=The text consists entirely of legislative 'WHEREAS' clauses and statutory references, lacking coherent article-style pro
+[llm clean] completed=1688100 submitted=1688171 kept=4012944 rejected=140952 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1689500 submitted=1689571 kept=4014285 rejected=141011 last=keep reason=rewritten
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+[llm clean] completed=1689700 submitted=1689771 kept=4014482 rejected=141014 last=keep reason=rewritten
+[llm clean] completed=1689800 submitted=1689871 kept=4014582 rejected=141014 last=keep reason=rewritten
+[llm clean] completed=1689900 submitted=1689971 kept=4014682 rejected=141014 last=keep reason=rewritten
+[llm clean] completed=1690000 submitted=1690071 kept=4014775 rejected=141021 last=reject reason=The text is a disjointed list of beer names, brewery names, and regional headers without coherent narrative or article-s
+[llm clean] completed=1690100 submitted=1690171 kept=4014862 rejected=141034 last=keep reason=rewritten
+[llm clean] completed=1690200 submitted=1690271 kept=4014961 rejected=141035 last=keep reason=rewritten
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+[llm clean] completed=1690800 submitted=1690871 kept=4015550 rejected=141046 last=keep reason=rewritten
+[llm clean] completed=1690900 submitted=1690971 kept=4015649 rejected=141047 last=reject reason=The text is a fragmented forum post containing boilerplate metadata, a PGP key, a Spanish literary quote unrelated to th
+[llm clean] completed=1691000 submitted=1691071 kept=4015748 rejected=141048 last=keep reason=rewritten
+[llm clean] completed=1691100 submitted=1691171 kept=4015847 rejected=141049 last=keep reason=rewritten
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+[llm clean] completed=1692100 submitted=1692171 kept=4016827 rejected=141069 last=keep reason=rewritten
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+[llm clean] completed=1693000 submitted=1693071 kept=4017699 rejected=141097 last=keep reason=rewritten
+[llm clean] completed=1693100 submitted=1693171 kept=4017799 rejected=141097 last=keep reason=rewritten
+[llm clean] completed=1693200 submitted=1693271 kept=4017894 rejected=141102 last=keep reason=rewritten
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+[llm clean] completed=1693700 submitted=1693771 kept=4018354 rejected=141142 last=reject reason=The text is a fragmented list of board game podcast/blog contacts, metadata, and links without coherent prose structure.
+[llm clean] completed=1693800 submitted=1693871 kept=4018446 rejected=141150 last=keep reason=rewritten
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+[llm clean] completed=1696700 submitted=1696771 kept=4021248 rejected=141248 last=keep reason=rewritten
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+[llm clean] completed=1697100 submitted=1697171 kept=4021636 rejected=141260 last=keep reason=rewritten
+[llm clean] completed=1697200 submitted=1697271 kept=4021734 rejected=141262 last=keep reason=rewritten
+[llm clean] completed=1697300 submitted=1697371 kept=4021832 rejected=141264 last=keep reason=rewritten
+[llm clean] completed=1697400 submitted=1697471 kept=4021932 rejected=141264 last=keep reason=rewritten
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+[llm clean] completed=1697600 submitted=1697671 kept=4022132 rejected=141264 last=keep reason=rewritten
+[llm clean] completed=1697700 submitted=1697771 kept=4022231 rejected=141265 last=reject reason=The text consists entirely of boilerplate, disclaimers, and comment rules with no substantive article content to rewrite
+[llm clean] completed=1697800 submitted=1697871 kept=4022323 rejected=141273 last=keep reason=rewritten
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+[llm clean] completed=1702700 submitted=1702771 kept=4027022 rejected=141474 last=reject reason=The input is a fragmented list of C# API definitions, namespaces, and class members from a technical documentation dump.
+[llm clean] completed=1702800 submitted=1702871 kept=4027118 rejected=141478 last=keep reason=clean_no_rewrite
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+[llm clean] completed=1710900 submitted=1710971 kept=4034988 rejected=141708 last=keep reason=rewritten
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+[llm clean] completed=1711200 submitted=1711271 kept=4035275 rejected=141721 last=keep reason=rewritten
+[llm clean] completed=1711300 submitted=1711371 kept=4035372 rejected=141724 last=keep reason=rewritten
+[llm clean] completed=1711400 submitted=1711471 kept=4035469 rejected=141727 last=keep reason=rewritten
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+[llm clean] completed=1711900 submitted=1711971 kept=4035951 rejected=141745 last=keep reason=rewritten
+[llm clean] completed=1712000 submitted=1712071 kept=4036049 rejected=141747 last=keep reason=rewritten
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+[llm clean] completed=1712300 submitted=1712371 kept=4036346 rejected=141750 last=keep reason=rewritten
+[llm clean] completed=1712400 submitted=1712471 kept=4036443 rejected=141753 last=keep reason=rewritten
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+[llm clean] completed=1713100 submitted=1713171 kept=4037125 rejected=141771 last=keep reason=rewritten
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+[llm clean] completed=1714500 submitted=1714571 kept=4038498 rejected=141798 last=keep reason=rewritten
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+[llm clean] completed=1714700 submitted=1714771 kept=4038692 rejected=141804 last=keep reason=rewritten
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+[llm clean] completed=1714900 submitted=1714971 kept=4038883 rejected=141813 last=keep reason=rewritten
+[llm clean] completed=1715000 submitted=1715071 kept=4038983 rejected=141813 last=keep reason=rewritten
+[llm clean] completed=1715100 submitted=1715171 kept=4039078 rejected=141818 last=keep reason=rewritten
+[llm clean] completed=1715200 submitted=1715271 kept=4039161 rejected=141835 last=keep reason=rewritten
+[llm clean] completed=1715300 submitted=1715371 kept=4039257 rejected=141839 last=keep reason=rewritten
+[llm clean] completed=1715400 submitted=1715471 kept=4039355 rejected=141841 last=keep reason=rewritten
+[llm clean] completed=1715500 submitted=1715571 kept=4039455 rejected=141841 last=keep reason=rewritten
+[llm clean] completed=1715600 submitted=1715671 kept=4039552 rejected=141844 last=keep reason=rewritten
+[llm clean] completed=1715700 submitted=1715771 kept=4039651 rejected=141845 last=keep reason=rewritten
+[llm clean] completed=1715800 submitted=1715871 kept=4039751 rejected=141845 last=keep reason=rewritten
+[llm clean] completed=1715900 submitted=1715971 kept=4039847 rejected=141849 last=keep reason=rewritten
+[llm clean] completed=1716000 submitted=1716071 kept=4039942 rejected=141854 last=reject reason=The text contains highly offensive racial slurs and derogatory language (e.g., 'negerby', 'svartingar', 'färgad taxichau
+[llm clean] completed=1716100 submitted=1716171 kept=4040035 rejected=141861 last=reject reason=The text consists entirely of image captions, credits, and metadata without any coherent article-style prose or meaningf
+[llm clean] completed=1716200 submitted=1716271 kept=4040133 rejected=141863 last=keep reason=rewritten
+[llm clean] completed=1716300 submitted=1716371 kept=4040225 rejected=141871 last=keep reason=rewritten
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+[llm clean] completed=1716600 submitted=1716671 kept=4040515 rejected=141881 last=keep reason=rewritten
+[llm clean] completed=1716700 submitted=1716771 kept=4040607 rejected=141889 last=reject reason=The input is a fragmented list of technical specifications and operand types (likely from an x86 instruction set referen
+[llm clean] completed=1716800 submitted=1716871 kept=4040698 rejected=141898 last=reject reason=The text is a bibliography or reference list, which falls under the category of rosters of names/titles and low-context 
+[llm clean] completed=1716900 submitted=1716971 kept=4040792 rejected=141904 last=keep reason=rewritten
+[llm clean] completed=1717000 submitted=1717071 kept=4040888 rejected=141908 last=keep reason=rewritten
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+[llm clean] completed=1717900 submitted=1717971 kept=4041771 rejected=141925 last=keep reason=rewritten
+[llm clean] completed=1718000 submitted=1718071 kept=4041870 rejected=141926 last=keep reason=rewritten
+[llm clean] completed=1718100 submitted=1718171 kept=4041970 rejected=141926 last=keep reason=rewritten
+[llm clean] completed=1718200 submitted=1718271 kept=4042067 rejected=141929 last=keep reason=rewritten
+[llm clean] completed=1718300 submitted=1718371 kept=4042165 rejected=141931 last=keep reason=rewritten
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+[llm clean] completed=1718500 submitted=1718571 kept=4042360 rejected=141936 last=keep reason=rewritten
+[llm clean] completed=1718600 submitted=1718671 kept=4042457 rejected=141939 last=keep reason=rewritten
+[llm clean] completed=1718700 submitted=1718771 kept=4042554 rejected=141942 last=keep reason=rewritten
+[llm clean] completed=1718800 submitted=1718871 kept=4042651 rejected=141945 last=keep reason=rewritten
+[llm clean] completed=1718900 submitted=1718971 kept=4042749 rejected=141947 last=keep reason=rewritten
+[llm clean] completed=1719000 submitted=1719071 kept=4042845 rejected=141951 last=keep reason=rewritten
+[llm clean] completed=1719100 submitted=1719171 kept=4042944 rejected=141952 last=keep reason=rewritten
+[llm clean] completed=1719200 submitted=1719271 kept=4043041 rejected=141955 last=keep reason=rewritten
+[llm clean] completed=1719300 submitted=1719371 kept=4043137 rejected=141959 last=keep reason=rewritten
+[llm clean] completed=1719400 submitted=1719471 kept=4043217 rejected=141979 last=keep reason=rewritten
+[llm clean] completed=1719500 submitted=1719571 kept=4043299 rejected=141997 last=keep reason=rewritten
+[llm clean] completed=1719600 submitted=1719671 kept=4043397 rejected=141999 last=keep reason=rewritten
+[llm clean] completed=1719700 submitted=1719771 kept=4043493 rejected=142003 last=keep reason=rewritten
+[llm clean] completed=1719800 submitted=1719871 kept=4043585 rejected=142011 last=keep reason=rewritten
+[llm clean] completed=1719900 submitted=1719971 kept=4043683 rejected=142013 last=reject reason=The text is a raw changelog or list of technical modifications (ROM updates, kernel tweaks, bug fixes) without coherent 
+[llm clean] completed=1720000 submitted=1720071 kept=4043775 rejected=142021 last=keep reason=rewritten
+[llm clean] completed=1720100 submitted=1720171 kept=4043874 rejected=142022 last=keep reason=rewritten
+[llm clean] completed=1720200 submitted=1720271 kept=4043974 rejected=142022 last=keep reason=rewritten
+[llm clean] completed=1720300 submitted=1720371 kept=4044067 rejected=142029 last=keep reason=rewritten
+[llm clean] completed=1720400 submitted=1720471 kept=4044163 rejected=142033 last=keep reason=rewritten
+[llm clean] completed=1720500 submitted=1720571 kept=4044259 rejected=142037 last=keep reason=rewritten
+[llm clean] completed=1720600 submitted=1720671 kept=4044339 rejected=142057 last=keep reason=rewritten
+[llm clean] completed=1720700 submitted=1720771 kept=4044438 rejected=142058 last=keep reason=rewritten
+[llm clean] completed=1720800 submitted=1720871 kept=4044537 rejected=142059 last=keep reason=rewritten
+[llm clean] completed=1720900 submitted=1720971 kept=4044635 rejected=142061 last=keep reason=rewritten
+[llm clean] completed=1721000 submitted=1721071 kept=4044732 rejected=142064 last=reject reason=The text is a collection of forum comments, user metadata, and repetitive artifacts rather than a coherent article or me
+[llm clean] completed=1721100 submitted=1721171 kept=4044826 rejected=142070 last=keep reason=rewritten
+[llm clean] completed=1721200 submitted=1721271 kept=4044923 rejected=142073 last=keep reason=rewritten
+[llm clean] completed=1721300 submitted=1721371 kept=4045018 rejected=142078 last=keep reason=rewritten
+[llm clean] completed=1721400 submitted=1721471 kept=4045116 rejected=142080 last=keep reason=rewritten
+[llm clean] completed=1721500 submitted=1721571 kept=4045211 rejected=142085 last=keep reason=rewritten
+[llm clean] completed=1721600 submitted=1721671 kept=4045310 rejected=142086 last=keep reason=rewritten
+[llm clean] completed=1721700 submitted=1721771 kept=4045403 rejected=142093 last=keep reason=rewritten
+[llm clean] completed=1721800 submitted=1721871 kept=4045500 rejected=142096 last=keep reason=rewritten
+[llm clean] completed=1721900 submitted=1721971 kept=4045599 rejected=142097 last=keep reason=rewritten
+[llm clean] completed=1722000 submitted=1722071 kept=4045685 rejected=142111 last=keep reason=rewritten
+[llm clean] completed=1722100 submitted=1722171 kept=4045781 rejected=142115 last=keep reason=rewritten
+[llm clean] completed=1722200 submitted=1722271 kept=4045879 rejected=142117 last=keep reason=rewritten
+[llm clean] completed=1722300 submitted=1722371 kept=4045975 rejected=142121 last=keep reason=rewritten
+[llm clean] completed=1722400 submitted=1722471 kept=4046071 rejected=142125 last=keep reason=rewritten
+[llm clean] completed=1722500 submitted=1722571 kept=4046169 rejected=142127 last=keep reason=rewritten
+[llm clean] completed=1722600 submitted=1722671 kept=4046268 rejected=142128 last=keep reason=rewritten
+[llm clean] completed=1722700 submitted=1722771 kept=4046363 rejected=142133 last=keep reason=rewritten
+[llm clean] completed=1722800 submitted=1722871 kept=4046461 rejected=142135 last=keep reason=rewritten
+[llm clean] completed=1722900 submitted=1722971 kept=4046556 rejected=142140 last=keep reason=rewritten
+[llm clean] completed=1723000 submitted=1723071 kept=4046652 rejected=142144 last=keep reason=rewritten
+[llm clean] completed=1723100 submitted=1723171 kept=4046750 rejected=142146 last=keep reason=rewritten
+[llm clean] completed=1723200 submitted=1723271 kept=4046850 rejected=142146 last=keep reason=rewritten
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+[llm clean] completed=1723400 submitted=1723471 kept=4047045 rejected=142151 last=keep reason=rewritten
+[llm clean] completed=1723500 submitted=1723571 kept=4047132 rejected=142164 last=keep reason=rewritten
+[llm clean] completed=1723600 submitted=1723671 kept=4047229 rejected=142167 last=keep reason=rewritten
+[llm clean] completed=1723700 submitted=1723771 kept=4047328 rejected=142168 last=keep reason=rewritten
+[llm clean] completed=1723800 submitted=1723871 kept=4047428 rejected=142168 last=keep reason=rewritten
+[llm clean] completed=1723900 submitted=1723971 kept=4047522 rejected=142174 last=keep reason=rewritten
+[llm clean] completed=1724000 submitted=1724071 kept=4047617 rejected=142179 last=keep reason=rewritten
+[llm clean] completed=1724100 submitted=1724171 kept=4047712 rejected=142184 last=keep reason=rewritten
+[llm clean] completed=1724200 submitted=1724271 kept=4047811 rejected=142185 last=keep reason=rewritten
+[llm clean] completed=1724300 submitted=1724371 kept=4047910 rejected=142186 last=keep reason=rewritten
+[llm clean] completed=1724400 submitted=1724471 kept=4048009 rejected=142187 last=keep reason=rewritten
+[llm clean] completed=1724500 submitted=1724571 kept=4048107 rejected=142189 last=keep reason=rewritten
+[llm clean] completed=1724600 submitted=1724670 kept=4048205 rejected=142191 last=keep reason=rewritten
+[llm clean] completed=1724700 submitted=1724771 kept=4048271 rejected=142225 last=keep reason=rewritten
+[llm clean] completed=1724800 submitted=1724871 kept=4048364 rejected=142232 last=keep reason=rewritten
+[llm clean] completed=1724900 submitted=1724971 kept=4048463 rejected=142233 last=keep reason=rewritten
+[llm clean] completed=1725000 submitted=1725071 kept=4048560 rejected=142236 last=keep reason=rewritten
+[llm clean] completed=1725100 submitted=1725171 kept=4048655 rejected=142241 last=keep reason=rewritten
+[llm clean] completed=1725200 submitted=1725271 kept=4048754 rejected=142242 last=keep reason=rewritten
+[llm clean] completed=1725300 submitted=1725371 kept=4048849 rejected=142247 last=keep reason=rewritten
+[llm clean] completed=1725400 submitted=1725470 kept=4048948 rejected=142248 last=keep reason=rewritten
+[llm clean] completed=1725500 submitted=1725571 kept=4049026 rejected=142270 last=keep reason=rewritten
+[llm clean] completed=1725600 submitted=1725671 kept=4049124 rejected=142272 last=keep reason=rewritten
+[llm clean] completed=1725700 submitted=1725771 kept=4049220 rejected=142276 last=keep reason=rewritten
+[llm clean] completed=1725800 submitted=1725871 kept=4049318 rejected=142278 last=keep reason=rewritten
+[llm clean] completed=1725900 submitted=1725971 kept=4049418 rejected=142278 last=keep reason=rewritten
+[llm clean] completed=1726000 submitted=1726071 kept=4049516 rejected=142280 last=keep reason=rewritten
+[llm clean] completed=1726100 submitted=1726171 kept=4049614 rejected=142282 last=keep reason=rewritten
+[llm clean] completed=1726200 submitted=1726271 kept=4049714 rejected=142282 last=keep reason=rewritten
+[llm clean] completed=1726300 submitted=1726371 kept=4049810 rejected=142286 last=keep reason=rewritten
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+[llm clean] completed=1726800 submitted=1726871 kept=4050279 rejected=142317 last=keep reason=rewritten
+[llm clean] completed=1726900 submitted=1726971 kept=4050377 rejected=142319 last=keep reason=rewritten
+[llm clean] completed=1727000 submitted=1727071 kept=4050476 rejected=142320 last=keep reason=rewritten
+[llm clean] completed=1727100 submitted=1727171 kept=4050574 rejected=142322 last=keep reason=rewritten
+[llm clean] completed=1727200 submitted=1727271 kept=4050674 rejected=142322 last=keep reason=rewritten
+[llm clean] completed=1727300 submitted=1727371 kept=4050765 rejected=142331 last=keep reason=rewritten
+[llm clean] completed=1727400 submitted=1727471 kept=4050862 rejected=142334 last=keep reason=rewritten
+[llm clean] completed=1727500 submitted=1727571 kept=4050957 rejected=142339 last=keep reason=rewritten
+[llm clean] completed=1727600 submitted=1727671 kept=4051055 rejected=142341 last=keep reason=rewritten
+[llm clean] completed=1727700 submitted=1727771 kept=4051154 rejected=142342 last=keep reason=rewritten
+[llm clean] completed=1727800 submitted=1727871 kept=4051250 rejected=142346 last=keep reason=rewritten
+[llm clean] completed=1727900 submitted=1727971 kept=4051350 rejected=142346 last=keep reason=rewritten
+[llm clean] completed=1728000 submitted=1728071 kept=4051450 rejected=142346 last=keep reason=rewritten
+[llm clean] completed=1728100 submitted=1728171 kept=4051548 rejected=142348 last=keep reason=rewritten
+[llm clean] completed=1728200 submitted=1728271 kept=4051646 rejected=142350 last=keep reason=rewritten
+[llm clean] completed=1728300 submitted=1728371 kept=4051735 rejected=142361 last=reject reason=clean_chars<300
+[llm clean] completed=1728400 submitted=1728471 kept=4051829 rejected=142367 last=keep reason=rewritten
+[llm clean] completed=1728500 submitted=1728571 kept=4051921 rejected=142375 last=keep reason=rewritten
+[llm clean] completed=1728600 submitted=1728671 kept=4052015 rejected=142381 last=keep reason=rewritten
+[llm clean] completed=1728700 submitted=1728771 kept=4052108 rejected=142388 last=keep reason=rewritten
+[llm clean] completed=1728800 submitted=1728871 kept=4052206 rejected=142390 last=keep reason=rewritten
+[llm clean] completed=1728900 submitted=1728971 kept=4052304 rejected=142392 last=keep reason=rewritten
+[llm clean] completed=1729000 submitted=1729071 kept=4052399 rejected=142397 last=keep reason=rewritten
+[llm clean] completed=1729100 submitted=1729171 kept=4052498 rejected=142398 last=keep reason=rewritten
+[llm clean] completed=1729200 submitted=1729271 kept=4052598 rejected=142398 last=keep reason=rewritten
+[llm clean] completed=1729300 submitted=1729371 kept=4052696 rejected=142400 last=keep reason=rewritten
+[llm clean] completed=1729400 submitted=1729471 kept=4052794 rejected=142402 last=keep reason=rewritten
+[llm clean] completed=1729500 submitted=1729571 kept=4052894 rejected=142402 last=keep reason=rewritten
+[llm clean] completed=1729600 submitted=1729671 kept=4052992 rejected=142404 last=keep reason=rewritten
+[llm clean] completed=1729700 submitted=1729771 kept=4053091 rejected=142405 last=keep reason=rewritten
+[llm clean] completed=1729800 submitted=1729871 kept=4053190 rejected=142406 last=keep reason=rewritten
+[llm clean] completed=1729900 submitted=1729971 kept=4053289 rejected=142407 last=keep reason=rewritten
+[llm clean] completed=1730000 submitted=1730071 kept=4053387 rejected=142409 last=keep reason=rewritten
+[llm clean] completed=1730100 submitted=1730171 kept=4053482 rejected=142414 last=keep reason=rewritten
+[llm clean] completed=1730200 submitted=1730271 kept=4053580 rejected=142416 last=keep reason=rewritten
+[llm clean] completed=1730300 submitted=1730371 kept=4053677 rejected=142419 last=keep reason=rewritten
+[llm clean] completed=1730400 submitted=1730471 kept=4053773 rejected=142423 last=keep reason=rewritten
+[llm clean] completed=1730500 submitted=1730571 kept=4053867 rejected=142429 last=keep reason=rewritten
+[llm clean] completed=1730600 submitted=1730671 kept=4053964 rejected=142432 last=keep reason=rewritten
+[llm clean] completed=1730700 submitted=1730771 kept=4054062 rejected=142434 last=keep reason=rewritten
+[llm clean] completed=1730800 submitted=1730871 kept=4054162 rejected=142434 last=keep reason=rewritten
+[llm clean] completed=1730900 submitted=1730971 kept=4054251 rejected=142445 last=keep reason=rewritten
+[llm clean] completed=1731000 submitted=1731071 kept=4054347 rejected=142449 last=keep reason=rewritten
+[llm clean] completed=1731100 submitted=1731171 kept=4054441 rejected=142455 last=keep reason=rewritten
+[llm clean] completed=1731200 submitted=1731271 kept=4054539 rejected=142457 last=keep reason=rewritten
+[llm clean] completed=1731300 submitted=1731371 kept=4054637 rejected=142459 last=keep reason=rewritten
+[llm clean] completed=1731400 submitted=1731471 kept=4054736 rejected=142460 last=keep reason=rewritten
+[llm clean] completed=1731500 submitted=1731571 kept=4054834 rejected=142462 last=keep reason=rewritten
+[llm clean] completed=1731600 submitted=1731671 kept=4054932 rejected=142464 last=keep reason=rewritten
+[llm clean] completed=1731700 submitted=1731771 kept=4055029 rejected=142467 last=keep reason=rewritten
+[llm clean] completed=1731800 submitted=1731871 kept=4055128 rejected=142468 last=keep reason=rewritten
+[llm clean] completed=1731900 submitted=1731971 kept=4055223 rejected=142473 last=keep reason=rewritten
+[llm clean] completed=1732000 submitted=1732071 kept=4055323 rejected=142473 last=keep reason=rewritten
+[llm clean] completed=1732100 submitted=1732171 kept=4055423 rejected=142473 last=keep reason=rewritten
+[llm clean] completed=1732200 submitted=1732271 kept=4055523 rejected=142473 last=keep reason=rewritten
+[llm clean] completed=1732300 submitted=1732371 kept=4055622 rejected=142474 last=keep reason=rewritten
+[llm clean] completed=1732400 submitted=1732471 kept=4055720 rejected=142476 last=keep reason=rewritten
+[llm clean] completed=1732500 submitted=1732571 kept=4055819 rejected=142477 last=keep reason=rewritten
+[llm clean] completed=1732600 submitted=1732671 kept=4055918 rejected=142478 last=keep reason=rewritten
+[llm clean] completed=1732700 submitted=1732771 kept=4056018 rejected=142478 last=keep reason=rewritten
+[llm clean] completed=1732800 submitted=1732871 kept=4056115 rejected=142481 last=keep reason=rewritten
+[llm clean] completed=1732900 submitted=1732971 kept=4056209 rejected=142487 last=keep reason=rewritten
+[llm clean] completed=1733000 submitted=1733071 kept=4056275 rejected=142521 last=keep reason=rewritten
+[llm clean] completed=1733100 submitted=1733171 kept=4056369 rejected=142527 last=reject reason=The text is a list of unrelated article headlines and brief metadata snippets without coherent narrative or context.
+[llm clean] completed=1733200 submitted=1733271 kept=4056467 rejected=142529 last=keep reason=rewritten
+[llm clean] completed=1733300 submitted=1733371 kept=4056565 rejected=142531 last=keep reason=rewritten
+[llm clean] completed=1733400 submitted=1733471 kept=4056665 rejected=142531 last=keep reason=rewritten
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+[llm clean] completed=1733600 submitted=1733671 kept=4056860 rejected=142536 last=keep reason=rewritten
+[llm clean] completed=1733700 submitted=1733771 kept=4056959 rejected=142537 last=keep reason=rewritten
+[llm clean] completed=1733800 submitted=1733871 kept=4057054 rejected=142542 last=keep reason=rewritten
+[llm clean] completed=1733900 submitted=1733971 kept=4057153 rejected=142543 last=keep reason=rewritten
+[llm clean] completed=1734000 submitted=1734071 kept=4057251 rejected=142545 last=keep reason=rewritten
+[llm clean] completed=1734100 submitted=1734171 kept=4057348 rejected=142548 last=keep reason=rewritten
+[llm clean] completed=1734200 submitted=1734271 kept=4057445 rejected=142551 last=keep reason=rewritten
+[llm clean] completed=1734300 submitted=1734371 kept=4057542 rejected=142554 last=keep reason=rewritten
+[llm clean] completed=1734400 submitted=1734471 kept=4057639 rejected=142557 last=keep reason=rewritten
+[llm clean] completed=1734500 submitted=1734571 kept=4057738 rejected=142558 last=keep reason=rewritten
+[llm clean] completed=1734600 submitted=1734671 kept=4057837 rejected=142559 last=keep reason=rewritten
+[llm clean] completed=1734700 submitted=1734771 kept=4057927 rejected=142569 last=keep reason=rewritten
+[llm clean] completed=1734800 submitted=1734871 kept=4058026 rejected=142570 last=keep reason=rewritten
+[llm clean] completed=1734900 submitted=1734971 kept=4058124 rejected=142572 last=keep reason=rewritten
+[llm clean] completed=1735000 submitted=1735071 kept=4058218 rejected=142578 last=keep reason=rewritten
+[llm clean] completed=1735100 submitted=1735171 kept=4058314 rejected=142582 last=keep reason=rewritten
+[llm clean] completed=1735200 submitted=1735271 kept=4058411 rejected=142585 last=keep reason=rewritten
+[llm clean] completed=1735300 submitted=1735371 kept=4058496 rejected=142600 last=keep reason=rewritten
+[llm clean] completed=1735400 submitted=1735471 kept=4058594 rejected=142602 last=keep reason=rewritten
+[llm clean] completed=1735500 submitted=1735571 kept=4058667 rejected=142629 last=keep reason=rewritten
+[llm clean] completed=1735600 submitted=1735671 kept=4058767 rejected=142629 last=keep reason=rewritten
+[llm clean] completed=1735700 submitted=1735771 kept=4058859 rejected=142637 last=reject reason=The text is a meaningless list of usernames and passwords, lacking coherent prose structure or meaningful content.
+[llm clean] completed=1735800 submitted=1735871 kept=4058939 rejected=142657 last=keep reason=rewritten
+[llm clean] completed=1735900 submitted=1735971 kept=4059035 rejected=142661 last=keep reason=rewritten
+[llm clean] completed=1736000 submitted=1736071 kept=4059133 rejected=142663 last=keep reason=rewritten
+[llm clean] completed=1736100 submitted=1736171 kept=4059232 rejected=142664 last=keep reason=rewritten
+[llm clean] completed=1736200 submitted=1736271 kept=4059328 rejected=142668 last=keep reason=rewritten
+[llm clean] completed=1736300 submitted=1736371 kept=4059425 rejected=142671 last=keep reason=rewritten
+[llm clean] completed=1736400 submitted=1736471 kept=4059524 rejected=142672 last=keep reason=rewritten
+[llm clean] completed=1736500 submitted=1736571 kept=4059619 rejected=142677 last=keep reason=rewritten
+[llm clean] completed=1736600 submitted=1736670 kept=4059702 rejected=142694 last=reject reason=The text is a list of names, titles, and metadata without coherent prose structure.
+[llm clean] completed=1736700 submitted=1736771 kept=4059791 rejected=142705 last=reject reason=The text is a raw, unstructured list of credits, song titles, and metadata from a database (likely IMDb or similar), lac
+[llm clean] completed=1736800 submitted=1736871 kept=4059887 rejected=142709 last=keep reason=rewritten
+[llm clean] completed=1736900 submitted=1736971 kept=4059986 rejected=142710 last=keep reason=rewritten
+[llm clean] completed=1737000 submitted=1737071 kept=4060085 rejected=142711 last=keep reason=rewritten
+[llm clean] completed=1737100 submitted=1737171 kept=4060184 rejected=142712 last=keep reason=rewritten
+[llm clean] completed=1737200 submitted=1737271 kept=4060283 rejected=142713 last=keep reason=rewritten
+[llm clean] completed=1737300 submitted=1737371 kept=4060382 rejected=142714 last=keep reason=rewritten
+[llm clean] completed=1737400 submitted=1737471 kept=4060479 rejected=142717 last=keep reason=rewritten
+[llm clean] completed=1737500 submitted=1737571 kept=4060577 rejected=142719 last=keep reason=rewritten
+[llm clean] completed=1737600 submitted=1737671 kept=4060676 rejected=142720 last=keep reason=rewritten
+[llm clean] completed=1737700 submitted=1737771 kept=4060766 rejected=142730 last=keep reason=rewritten
+[llm clean] completed=1737800 submitted=1737871 kept=4060859 rejected=142737 last=keep reason=rewritten
+[llm clean] completed=1737900 submitted=1737971 kept=4060957 rejected=142739 last=keep reason=rewritten
+[llm clean] completed=1738000 submitted=1738071 kept=4061057 rejected=142739 last=keep reason=rewritten
+[llm clean] completed=1738100 submitted=1738171 kept=4061157 rejected=142739 last=keep reason=rewritten
+[llm clean] completed=1738200 submitted=1738271 kept=4061254 rejected=142742 last=keep reason=rewritten
+[llm clean] completed=1738300 submitted=1738371 kept=4061350 rejected=142746 last=keep reason=rewritten
+[llm clean] completed=1738400 submitted=1738471 kept=4061447 rejected=142749 last=keep reason=rewritten
+[llm clean] completed=1738500 submitted=1738571 kept=4061543 rejected=142753 last=keep reason=rewritten
+[llm clean] completed=1738600 submitted=1738671 kept=4061638 rejected=142758 last=keep reason=rewritten
+[llm clean] completed=1738700 submitted=1738771 kept=4061736 rejected=142760 last=keep reason=rewritten
+[llm clean] completed=1738800 submitted=1738871 kept=4061835 rejected=142761 last=reject reason=The text is a hate speech quote containing antisemitic conspiracy theories and violent imagery. It is not coherent artic
+[llm clean] completed=1738900 submitted=1738971 kept=4061932 rejected=142764 last=keep reason=rewritten
+[llm clean] completed=1739000 submitted=1739071 kept=4062029 rejected=142767 last=keep reason=rewritten
+[llm clean] completed=1739100 submitted=1739171 kept=4062128 rejected=142768 last=keep reason=rewritten
+[llm clean] completed=1739200 submitted=1739271 kept=4062227 rejected=142769 last=keep reason=rewritten
+[llm clean] completed=1739300 submitted=1739371 kept=4062323 rejected=142773 last=keep reason=rewritten
+[llm clean] completed=1739400 submitted=1739471 kept=4062421 rejected=142775 last=keep reason=rewritten
+[llm clean] completed=1739500 submitted=1739571 kept=4062520 rejected=142776 last=keep reason=rewritten
+[llm clean] completed=1739600 submitted=1739671 kept=4062611 rejected=142785 last=keep reason=rewritten
+[llm clean] completed=1739700 submitted=1739771 kept=4062710 rejected=142786 last=keep reason=rewritten
+[llm clean] completed=1739800 submitted=1739871 kept=4062808 rejected=142788 last=keep reason=rewritten
+[llm clean] completed=1739900 submitted=1739971 kept=4062907 rejected=142789 last=keep reason=rewritten
+[llm clean] completed=1740000 submitted=1740071 kept=4063002 rejected=142794 last=keep reason=rewritten
+[llm clean] completed=1740100 submitted=1740171 kept=4063099 rejected=142797 last=keep reason=rewritten
+[llm clean] completed=1740200 submitted=1740271 kept=4063173 rejected=142823 last=reject reason=The text is a raw data dump of game item statistics and attributes, lacking coherent prose structure or meaningful narra
+[llm clean] completed=1740300 submitted=1740371 kept=4063255 rejected=142841 last=keep reason=rewritten
+[llm clean] completed=1740400 submitted=1740471 kept=4063352 rejected=142844 last=keep reason=rewritten
+[llm clean] completed=1740500 submitted=1740571 kept=4063452 rejected=142844 last=keep reason=rewritten
+[llm clean] completed=1740600 submitted=1740671 kept=4063551 rejected=142845 last=keep reason=rewritten
+[llm clean] completed=1740700 submitted=1740771 kept=4063645 rejected=142851 last=keep reason=rewritten
+[llm clean] completed=1740800 submitted=1740871 kept=4063745 rejected=142851 last=keep reason=rewritten
+[llm clean] completed=1740900 submitted=1740971 kept=4063843 rejected=142853 last=keep reason=rewritten
+[llm clean] completed=1741000 submitted=1741071 kept=4063928 rejected=142868 last=reject reason=The text is a list of academic references (bibliography) and does not constitute coherent article-style prose.
+[llm clean] completed=1741100 submitted=1741171 kept=4064020 rejected=142876 last=keep reason=rewritten
+[llm clean] completed=1741200 submitted=1741271 kept=4064100 rejected=142896 last=keep reason=rewritten
+[llm clean] completed=1741300 submitted=1741371 kept=4064199 rejected=142897 last=keep reason=rewritten
+[llm clean] completed=1741400 submitted=1741471 kept=4064296 rejected=142900 last=keep reason=rewritten
+[llm clean] completed=1741500 submitted=1741571 kept=4064392 rejected=142904 last=reject reason=The text is a list of links, titles, and dates without coherent prose or meaningful context to rewrite into an article.
+[llm clean] completed=1741600 submitted=1741671 kept=4064492 rejected=142904 last=keep reason=rewritten
+[llm clean] completed=1741700 submitted=1741771 kept=4064566 rejected=142930 last=keep reason=rewritten
+[llm clean] completed=1741800 submitted=1741871 kept=4064660 rejected=142936 last=keep reason=rewritten
+[llm clean] completed=1741900 submitted=1741971 kept=4064758 rejected=142938 last=keep reason=rewritten
+[llm clean] completed=1742000 submitted=1742071 kept=4064858 rejected=142938 last=keep reason=rewritten
+[llm clean] completed=1742100 submitted=1742171 kept=4064955 rejected=142941 last=keep reason=rewritten
+[llm clean] completed=1742200 submitted=1742271 kept=4065052 rejected=142944 last=keep reason=rewritten
+[llm clean] completed=1742300 submitted=1742371 kept=4065150 rejected=142946 last=keep reason=rewritten
+[llm clean] completed=1742400 submitted=1742471 kept=4065241 rejected=142955 last=keep reason=rewritten
+[llm clean] completed=1742500 submitted=1742571 kept=4065338 rejected=142958 last=keep reason=rewritten
+[llm clean] completed=1742600 submitted=1742671 kept=4065435 rejected=142961 last=keep reason=rewritten
+[llm clean] completed=1742700 submitted=1742771 kept=4065534 rejected=142962 last=keep reason=rewritten
+[llm clean] completed=1742800 submitted=1742871 kept=4065633 rejected=142963 last=keep reason=rewritten
+[llm clean] completed=1742900 submitted=1742971 kept=4065726 rejected=142970 last=keep reason=rewritten
+[llm clean] completed=1743000 submitted=1743071 kept=4065820 rejected=142976 last=keep reason=rewritten
+[llm clean] completed=1743100 submitted=1743171 kept=4065917 rejected=142979 last=keep reason=rewritten
+[llm clean] completed=1743200 submitted=1743271 kept=4066013 rejected=142983 last=keep reason=rewritten
+[llm clean] completed=1743300 submitted=1743371 kept=4066110 rejected=142986 last=keep reason=rewritten
+[llm clean] completed=1743400 submitted=1743471 kept=4066209 rejected=142987 last=keep reason=rewritten
+[llm clean] completed=1743500 submitted=1743571 kept=4066303 rejected=142993 last=keep reason=rewritten
+[llm clean] completed=1743600 submitted=1743671 kept=4066402 rejected=142994 last=keep reason=rewritten
+[llm clean] completed=1743700 submitted=1743771 kept=4066500 rejected=142996 last=keep reason=rewritten
+[llm clean] completed=1743800 submitted=1743871 kept=4066599 rejected=142997 last=keep reason=rewritten
+[llm clean] completed=1743900 submitted=1743971 kept=4066696 rejected=143000 last=reject reason=The text is primarily a list of image credits, a donation call-to-action, and a comment policy boilerplate. It lacks coh
+[llm clean] completed=1744000 submitted=1744071 kept=4066795 rejected=143001 last=keep reason=rewritten
+[llm clean] completed=1744100 submitted=1744171 kept=4066886 rejected=143010 last=keep reason=rewritten
+[llm clean] completed=1744200 submitted=1744271 kept=4066983 rejected=143013 last=keep reason=rewritten
+[llm clean] completed=1744300 submitted=1744371 kept=4067080 rejected=143016 last=reject reason=The text is a collection of character profiles, stats, and metadata from a video game (Fire Emblem Fates), not a coheren
+[llm clean] completed=1744400 submitted=1744471 kept=4067170 rejected=143026 last=keep reason=rewritten
+[llm clean] completed=1744500 submitted=1744571 kept=4067267 rejected=143029 last=keep reason=rewritten
+[llm clean] completed=1744600 submitted=1744671 kept=4067367 rejected=143029 last=keep reason=rewritten
+[llm clean] completed=1744700 submitted=1744771 kept=4067465 rejected=143031 last=keep reason=rewritten
+[llm clean] completed=1744800 submitted=1744871 kept=4067564 rejected=143032 last=keep reason=rewritten
+[llm clean] completed=1744900 submitted=1744971 kept=4067659 rejected=143037 last=keep reason=rewritten
+[llm clean] completed=1745000 submitted=1745071 kept=4067757 rejected=143039 last=keep reason=rewritten
+[llm clean] completed=1745100 submitted=1745171 kept=4067853 rejected=143043 last=keep reason=rewritten
+[llm clean] completed=1745200 submitted=1745271 kept=4067952 rejected=143044 last=keep reason=rewritten
+[llm clean] completed=1745300 submitted=1745371 kept=4068035 rejected=143061 last=keep reason=rewritten
+[llm clean] completed=1745400 submitted=1745471 kept=4068128 rejected=143068 last=keep reason=rewritten
+[llm clean] completed=1745500 submitted=1745571 kept=4068221 rejected=143075 last=reject reason=The text is a collection of conspiracy theories, antisemitic tropes, and historical fabrications (e.g., Hitler's Gnostic
+[llm clean] completed=1745600 submitted=1745671 kept=4068317 rejected=143079 last=keep reason=rewritten
+[llm clean] completed=1745700 submitted=1745771 kept=4068415 rejected=143081 last=keep reason=rewritten
+[llm clean] completed=1745800 submitted=1745871 kept=4068509 rejected=143087 last=keep reason=rewritten
+[llm clean] completed=1745900 submitted=1745971 kept=4068607 rejected=143089 last=keep reason=rewritten
+[llm clean] completed=1746000 submitted=1746071 kept=4068703 rejected=143093 last=keep reason=rewritten
+[llm clean] completed=1746100 submitted=1746171 kept=4068787 rejected=143109 last=keep reason=rewritten
+[llm clean] completed=1746200 submitted=1746271 kept=4068876 rejected=143120 last=keep reason=rewritten
+[llm clean] completed=1746300 submitted=1746371 kept=4068974 rejected=143122 last=keep reason=rewritten
+[llm clean] completed=1746400 submitted=1746470 kept=4069070 rejected=143126 last=keep reason=rewritten
+[llm clean] completed=1746500 submitted=1746571 kept=4069169 rejected=143127 last=keep reason=rewritten
+[llm clean] completed=1746600 submitted=1746671 kept=4069267 rejected=143129 last=keep reason=rewritten
+[llm clean] completed=1746700 submitted=1746771 kept=4069364 rejected=143132 last=keep reason=rewritten
+[llm clean] completed=1746800 submitted=1746871 kept=4069462 rejected=143134 last=keep reason=rewritten
+[llm clean] completed=1746900 submitted=1746971 kept=4069562 rejected=143134 last=keep reason=rewritten
+[llm clean] completed=1747000 submitted=1747071 kept=4069660 rejected=143136 last=keep reason=rewritten
+[llm clean] completed=1747100 submitted=1747171 kept=4069759 rejected=143137 last=keep reason=rewritten
+[llm clean] completed=1747200 submitted=1747271 kept=4069857 rejected=143139 last=keep reason=rewritten
+[llm clean] completed=1747300 submitted=1747371 kept=4069952 rejected=143144 last=keep reason=rewritten
+[llm clean] completed=1747400 submitted=1747471 kept=4070051 rejected=143145 last=keep reason=rewritten
+[llm clean] completed=1747500 submitted=1747571 kept=4070149 rejected=143147 last=keep reason=rewritten
+[llm clean] completed=1747600 submitted=1747671 kept=4070244 rejected=143152 last=keep reason=rewritten
+[llm clean] completed=1747700 submitted=1747771 kept=4070342 rejected=143154 last=keep reason=rewritten
+[llm clean] completed=1747800 submitted=1747871 kept=4070436 rejected=143160 last=keep reason=rewritten
+[llm clean] completed=1747900 submitted=1747971 kept=4070536 rejected=143160 last=keep reason=rewritten
+[llm clean] completed=1748000 submitted=1748071 kept=4070634 rejected=143162 last=keep reason=rewritten
+[llm clean] completed=1748100 submitted=1748171 kept=4070733 rejected=143163 last=keep reason=rewritten
+[llm clean] completed=1748200 submitted=1748271 kept=4070831 rejected=143165 last=keep reason=rewritten
+[llm clean] completed=1748300 submitted=1748371 kept=4070928 rejected=143168 last=keep reason=rewritten
+[llm clean] completed=1748400 submitted=1748471 kept=4071016 rejected=143180 last=reject reason=The text is a list of article titles, authors, dates, and links with minimal context, functioning as a newsletter or blo
+[llm clean] completed=1748500 submitted=1748571 kept=4071105 rejected=143191 last=keep reason=rewritten
+[llm clean] completed=1748600 submitted=1748671 kept=4071204 rejected=143192 last=keep reason=rewritten
+[llm clean] completed=1748700 submitted=1748771 kept=4071302 rejected=143194 last=keep reason=rewritten
+[llm clean] completed=1748800 submitted=1748871 kept=4071402 rejected=143194 last=keep reason=rewritten
+[llm clean] completed=1748900 submitted=1748971 kept=4071498 rejected=143198 last=keep reason=rewritten
+[llm clean] completed=1749000 submitted=1749071 kept=4071595 rejected=143201 last=keep reason=rewritten
+[llm clean] completed=1749100 submitted=1749171 kept=4071689 rejected=143207 last=keep reason=rewritten
+[llm clean] completed=1749200 submitted=1749271 kept=4071787 rejected=143209 last=keep reason=rewritten
+[llm clean] completed=1749300 submitted=1749371 kept=4071886 rejected=143210 last=keep reason=rewritten
+[llm clean] completed=1749400 submitted=1749471 kept=4071980 rejected=143216 last=keep reason=rewritten
+[llm clean] completed=1749500 submitted=1749571 kept=4072078 rejected=143218 last=keep reason=rewritten
+[llm clean] completed=1749600 submitted=1749671 kept=4072175 rejected=143221 last=keep reason=rewritten
+[llm clean] completed=1749700 submitted=1749771 kept=4072271 rejected=143225 last=keep reason=rewritten
+[llm clean] completed=1749800 submitted=1749871 kept=4072367 rejected=143229 last=keep reason=rewritten
+[llm clean] completed=1749900 submitted=1749971 kept=4072465 rejected=143231 last=keep reason=rewritten
+[llm clean] completed=1750000 submitted=1750071 kept=4072564 rejected=143232 last=keep reason=rewritten
+[llm clean] completed=1750100 submitted=1750171 kept=4072661 rejected=143235 last=keep reason=rewritten
+[llm clean] completed=1750200 submitted=1750271 kept=4072758 rejected=143238 last=keep reason=rewritten
+[llm clean] completed=1750300 submitted=1750371 kept=4072853 rejected=143243 last=keep reason=rewritten
+[llm clean] completed=1750400 submitted=1750471 kept=4072952 rejected=143244 last=keep reason=rewritten
+[llm clean] completed=1750500 submitted=1750571 kept=4073052 rejected=143244 last=keep reason=rewritten
+[llm clean] completed=1750600 submitted=1750671 kept=4073145 rejected=143251 last=keep reason=rewritten
+[llm clean] completed=1750700 submitted=1750771 kept=4073239 rejected=143257 last=keep reason=rewritten
+[llm clean] completed=1750800 submitted=1750871 kept=4073337 rejected=143259 last=keep reason=rewritten
+[llm clean] completed=1750900 submitted=1750971 kept=4073435 rejected=143261 last=keep reason=rewritten
+[llm clean] completed=1751000 submitted=1751071 kept=4073534 rejected=143262 last=keep reason=rewritten
+[llm clean] completed=1751100 submitted=1751171 kept=4073634 rejected=143262 last=keep reason=rewritten
+[llm clean] completed=1751200 submitted=1751271 kept=4073733 rejected=143263 last=keep reason=rewritten
+[llm clean] completed=1751300 submitted=1751371 kept=4073832 rejected=143264 last=keep reason=rewritten
+[llm clean] completed=1751400 submitted=1751471 kept=4073930 rejected=143266 last=keep reason=rewritten
+[llm clean] completed=1751500 submitted=1751571 kept=4074020 rejected=143276 last=keep reason=rewritten
+[llm clean] completed=1751600 submitted=1751671 kept=4074115 rejected=143281 last=keep reason=rewritten
+[llm clean] completed=1751700 submitted=1751771 kept=4074215 rejected=143281 last=keep reason=rewritten
+[llm clean] completed=1751800 submitted=1751871 kept=4074294 rejected=143302 last=reject reason=The input is a fragmented list of tags, categories, and geographical locations wrapped in XML-like utterance tags, lacki
+[llm clean] completed=1751900 submitted=1751971 kept=4074388 rejected=143308 last=keep reason=rewritten
+[llm clean] completed=1752000 submitted=1752071 kept=4074486 rejected=143310 last=keep reason=rewritten
+[llm clean] completed=1752100 submitted=1752171 kept=4074582 rejected=143314 last=keep reason=rewritten
+[llm clean] completed=1752200 submitted=1752271 kept=4074681 rejected=143315 last=keep reason=rewritten
+[llm clean] completed=1752300 submitted=1752371 kept=4074780 rejected=143316 last=keep reason=rewritten
+[llm clean] completed=1752400 submitted=1752471 kept=4074876 rejected=143320 last=keep reason=rewritten
+[llm clean] completed=1752500 submitted=1752571 kept=4074966 rejected=143330 last=keep reason=rewritten
+[llm clean] completed=1752600 submitted=1752671 kept=4075063 rejected=143333 last=keep reason=rewritten
+[llm clean] completed=1752700 submitted=1752771 kept=4075160 rejected=143336 last=keep reason=rewritten
+[llm clean] completed=1752800 submitted=1752871 kept=4075258 rejected=143338 last=keep reason=rewritten
+[llm clean] completed=1752900 submitted=1752971 kept=4075357 rejected=143339 last=keep reason=rewritten
+[llm clean] completed=1753000 submitted=1753071 kept=4075446 rejected=143350 last=keep reason=rewritten
+[llm clean] completed=1753100 submitted=1753171 kept=4075543 rejected=143353 last=keep reason=rewritten
+[llm clean] completed=1753200 submitted=1753271 kept=4075638 rejected=143358 last=keep reason=rewritten
+[llm clean] completed=1753300 submitted=1753371 kept=4075727 rejected=143369 last=keep reason=rewritten
+[llm clean] completed=1753400 submitted=1753471 kept=4075822 rejected=143374 last=keep reason=rewritten
+[llm clean] completed=1753500 submitted=1753571 kept=4075917 rejected=143379 last=keep reason=rewritten
+[llm clean] completed=1753600 submitted=1753671 kept=4076015 rejected=143381 last=reject reason=The text is a list of event listings, addresses, phone numbers, and website links, followed by navigation links and soci
+[llm clean] completed=1753700 submitted=1753771 kept=4076097 rejected=143399 last=keep reason=rewritten
+[llm clean] completed=1753800 submitted=1753871 kept=4076194 rejected=143402 last=keep reason=rewritten
+[llm clean] completed=1753900 submitted=1753971 kept=4076288 rejected=143408 last=reject reason=The text is mostly metadata, editorial history, licensing information, and a survey question with response counts, lacki
+[llm clean] completed=1754000 submitted=1754071 kept=4076387 rejected=143409 last=keep reason=rewritten
+[llm clean] completed=1754100 submitted=1754171 kept=4076486 rejected=143410 last=keep reason=rewritten
+[llm clean] completed=1754200 submitted=1754271 kept=4076584 rejected=143412 last=keep reason=rewritten
+[llm clean] completed=1754300 submitted=1754371 kept=4076682 rejected=143414 last=keep reason=rewritten
+[llm clean] completed=1754400 submitted=1754471 kept=4076766 rejected=143430 last=keep reason=rewritten
+[llm clean] completed=1754500 submitted=1754571 kept=4076864 rejected=143432 last=keep reason=rewritten
+[llm clean] completed=1754600 submitted=1754671 kept=4076958 rejected=143438 last=keep reason=rewritten
+[llm clean] completed=1754700 submitted=1754771 kept=4077049 rejected=143447 last=keep reason=rewritten
+[llm clean] completed=1754800 submitted=1754871 kept=4077147 rejected=143449 last=keep reason=rewritten
+[llm clean] completed=1754900 submitted=1754971 kept=4077242 rejected=143454 last=keep reason=rewritten
+[llm clean] completed=1755000 submitted=1755071 kept=4077337 rejected=143459 last=keep reason=rewritten
+[llm clean] completed=1755100 submitted=1755171 kept=4077434 rejected=143462 last=keep reason=rewritten
+[llm clean] completed=1755200 submitted=1755271 kept=4077522 rejected=143474 last=keep reason=rewritten
+[llm clean] completed=1755300 submitted=1755371 kept=4077621 rejected=143475 last=reject reason=The text is a fragmented sentence followed by a list of unrelated URLs and metadata, lacking coherent article-style pros
+[llm clean] completed=1755400 submitted=1755471 kept=4077720 rejected=143476 last=keep reason=rewritten
+[llm clean] completed=1755500 submitted=1755571 kept=4077813 rejected=143483 last=keep reason=rewritten
+[llm clean] completed=1755600 submitted=1755671 kept=4077913 rejected=143483 last=keep reason=rewritten
+[llm clean] completed=1755700 submitted=1755771 kept=4078013 rejected=143483 last=keep reason=rewritten
+[llm clean] completed=1755800 submitted=1755871 kept=4078111 rejected=143485 last=keep reason=rewritten
+[llm clean] completed=1755900 submitted=1755971 kept=4078211 rejected=143485 last=keep reason=rewritten
+[llm clean] completed=1756000 submitted=1756071 kept=4078299 rejected=143497 last=keep reason=rewritten
+[llm clean] completed=1756100 submitted=1756171 kept=4078398 rejected=143498 last=keep reason=rewritten
+[llm clean] completed=1756200 submitted=1756271 kept=4078496 rejected=143500 last=keep reason=rewritten
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+[llm clean] completed=1758900 submitted=1758971 kept=4081127 rejected=143569 last=reject reason=The text is a list of product catalog entries for adult video clips, consisting of metadata, prices, and brief descripti
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+[llm clean] completed=1760700 submitted=1760771 kept=4082880 rejected=143616 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1764200 submitted=1764271 kept=4086304 rejected=143692 last=reject reason=The text is a highly opinionated, conspiratorial political rant containing false claims, ad hominem attacks, and non-fac
+[llm clean] completed=1764300 submitted=1764371 kept=4086399 rejected=143697 last=keep reason=rewritten
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+[llm clean] completed=1767400 submitted=1767471 kept=4089412 rejected=143784 last=keep reason=rewritten
+[llm clean] completed=1767500 submitted=1767571 kept=4089508 rejected=143788 last=reject reason=The input is a raw table of technical specifications for camera flashes, consisting of headers and rows of data without 
+[llm clean] completed=1767600 submitted=1767671 kept=4089605 rejected=143791 last=keep reason=rewritten
+[llm clean] completed=1767700 submitted=1767771 kept=4089702 rejected=143794 last=keep reason=rewritten
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+[llm clean] completed=1768500 submitted=1768571 kept=4090486 rejected=143810 last=reject reason=The text is a collection of unrelated fragments, including a quote, a poll, comment metadata, trending headlines, and a 
+[llm clean] completed=1768600 submitted=1768671 kept=4090585 rejected=143811 last=keep reason=rewritten
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+[llm clean] completed=1773600 submitted=1773671 kept=4095422 rejected=143974 last=keep reason=rewritten
+[llm clean] completed=1773700 submitted=1773771 kept=4095518 rejected=143978 last=reject reason=The text is a collection of disjointed user reviews, metadata, and navigation artifacts from a recipe website. It lacks 
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+[llm clean] completed=1779900 submitted=1779971 kept=4101543 rejected=144153 last=reject reason=The text is a list of gallery exhibition titles and artists without meaningful context or prose structure, resembling a 
+[llm clean] completed=1780000 submitted=1780071 kept=4101641 rejected=144155 last=keep reason=rewritten
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+[llm clean] completed=1780700 submitted=1780771 kept=4102318 rejected=144178 last=keep reason=rewritten
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+[llm clean] completed=1781000 submitted=1781071 kept=4102607 rejected=144189 last=keep reason=rewritten
+[llm clean] completed=1781100 submitted=1781171 kept=4102704 rejected=144192 last=keep reason=rewritten
+[llm clean] completed=1781200 submitted=1781271 kept=4102800 rejected=144196 last=keep reason=rewritten
+[llm clean] completed=1781300 submitted=1781371 kept=4102894 rejected=144202 last=keep reason=rewritten
+[llm clean] completed=1781400 submitted=1781471 kept=4102992 rejected=144204 last=keep reason=rewritten
+[llm clean] completed=1781500 submitted=1781571 kept=4103089 rejected=144207 last=keep reason=rewritten
+[llm clean] completed=1781600 submitted=1781671 kept=4103187 rejected=144209 last=keep reason=rewritten
+[llm clean] completed=1781700 submitted=1781771 kept=4103286 rejected=144210 last=keep reason=rewritten
+[llm clean] completed=1781800 submitted=1781871 kept=4103384 rejected=144212 last=keep reason=rewritten
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+[llm clean] completed=1782000 submitted=1782071 kept=4103578 rejected=144218 last=keep reason=rewritten
+[llm clean] completed=1782100 submitted=1782171 kept=4103672 rejected=144224 last=reject reason=The text is a list of movie metadata entries with user ratings, keywords, and boilerplate UI elements, lacking coherent 
+[llm clean] completed=1782200 submitted=1782271 kept=4103738 rejected=144258 last=keep reason=rewritten
+[llm clean] completed=1782300 submitted=1782371 kept=4103834 rejected=144262 last=keep reason=rewritten
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+[llm clean] completed=1782900 submitted=1782971 kept=4104398 rejected=144298 last=keep reason=rewritten
+[llm clean] completed=1783000 submitted=1783071 kept=4104498 rejected=144298 last=keep reason=rewritten
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+[llm clean] completed=1783700 submitted=1783771 kept=4105184 rejected=144312 last=keep reason=rewritten
+[llm clean] completed=1783800 submitted=1783871 kept=4105279 rejected=144317 last=keep reason=rewritten
+[llm clean] completed=1783900 submitted=1783971 kept=4105375 rejected=144321 last=keep reason=rewritten
+[llm clean] completed=1784000 submitted=1784071 kept=4105475 rejected=144321 last=keep reason=rewritten
+[llm clean] completed=1784100 submitted=1784171 kept=4105566 rejected=144330 last=keep reason=clean_no_rewrite
+[llm clean] completed=1784200 submitted=1784271 kept=4105664 rejected=144332 last=keep reason=rewritten
+[llm clean] completed=1784300 submitted=1784371 kept=4105759 rejected=144337 last=keep reason=rewritten
+[llm clean] completed=1784400 submitted=1784471 kept=4105858 rejected=144338 last=keep reason=rewritten
+[llm clean] completed=1784500 submitted=1784571 kept=4105955 rejected=144341 last=keep reason=rewritten
+[llm clean] completed=1784600 submitted=1784671 kept=4106053 rejected=144343 last=keep reason=rewritten
+[llm clean] completed=1784700 submitted=1784771 kept=4106151 rejected=144345 last=keep reason=rewritten
+[llm clean] completed=1784800 submitted=1784871 kept=4106250 rejected=144346 last=keep reason=rewritten
+[llm clean] completed=1784900 submitted=1784971 kept=4106346 rejected=144350 last=keep reason=rewritten
+[llm clean] completed=1785000 submitted=1785071 kept=4106443 rejected=144353 last=keep reason=rewritten
+[llm clean] completed=1785100 submitted=1785171 kept=4106543 rejected=144353 last=keep reason=rewritten
+[llm clean] completed=1785200 submitted=1785271 kept=4106638 rejected=144358 last=keep reason=rewritten
+[llm clean] completed=1785300 submitted=1785371 kept=4106731 rejected=144365 last=keep reason=rewritten
+[llm clean] completed=1785400 submitted=1785471 kept=4106829 rejected=144367 last=keep reason=rewritten
+[llm clean] completed=1785500 submitted=1785571 kept=4106928 rejected=144368 last=keep reason=rewritten
+[llm clean] completed=1785600 submitted=1785671 kept=4107025 rejected=144371 last=keep reason=rewritten
+[llm clean] completed=1785700 submitted=1785771 kept=4107118 rejected=144378 last=keep reason=rewritten
+[llm clean] completed=1785800 submitted=1785871 kept=4107215 rejected=144381 last=keep reason=rewritten
+[llm clean] completed=1785900 submitted=1785971 kept=4107312 rejected=144384 last=keep reason=rewritten
+[llm clean] completed=1786000 submitted=1786071 kept=4107412 rejected=144384 last=keep reason=rewritten
+[llm clean] completed=1786100 submitted=1786170 kept=4107500 rejected=144396 last=reject reason=The text is a roster of names, titles, and affiliations without meaningful prose content.
+[llm clean] completed=1786200 submitted=1786271 kept=4107591 rejected=144405 last=keep reason=rewritten
+[llm clean] completed=1786300 submitted=1786371 kept=4107690 rejected=144406 last=keep reason=rewritten
+[llm clean] completed=1786400 submitted=1786471 kept=4107787 rejected=144409 last=keep reason=rewritten
+[llm clean] completed=1786500 submitted=1786571 kept=4107883 rejected=144413 last=keep reason=rewritten
+[llm clean] completed=1786600 submitted=1786671 kept=4107961 rejected=144435 last=keep reason=rewritten
+[llm clean] completed=1786700 submitted=1786771 kept=4108059 rejected=144437 last=keep reason=rewritten
+[llm clean] completed=1786800 submitted=1786871 kept=4108158 rejected=144438 last=keep reason=rewritten
+[llm clean] completed=1786900 submitted=1786971 kept=4108257 rejected=144439 last=keep reason=rewritten
+[llm clean] completed=1787000 submitted=1787071 kept=4108357 rejected=144439 last=keep reason=rewritten
+[llm clean] completed=1787100 submitted=1787171 kept=4108455 rejected=144441 last=keep reason=rewritten
+[llm clean] completed=1787200 submitted=1787271 kept=4108552 rejected=144444 last=keep reason=rewritten
+[llm clean] completed=1787300 submitted=1787371 kept=4108650 rejected=144446 last=keep reason=rewritten
+[llm clean] completed=1787400 submitted=1787471 kept=4108744 rejected=144452 last=keep reason=rewritten
+[llm clean] completed=1787500 submitted=1787571 kept=4108844 rejected=144452 last=keep reason=rewritten
+[llm clean] completed=1787600 submitted=1787671 kept=4108944 rejected=144452 last=keep reason=rewritten
+[llm clean] completed=1787700 submitted=1787771 kept=4109037 rejected=144459 last=keep reason=rewritten
+[llm clean] completed=1787800 submitted=1787871 kept=4109137 rejected=144459 last=keep reason=rewritten
+[llm clean] completed=1787900 submitted=1787971 kept=4109235 rejected=144461 last=keep reason=rewritten
+[llm clean] completed=1788000 submitted=1788071 kept=4109334 rejected=144462 last=keep reason=rewritten
+[llm clean] completed=1788100 submitted=1788171 kept=4109429 rejected=144467 last=keep reason=rewritten
+[llm clean] completed=1788200 submitted=1788271 kept=4109528 rejected=144468 last=keep reason=rewritten
+[llm clean] completed=1788300 submitted=1788371 kept=4109625 rejected=144471 last=keep reason=rewritten
+[llm clean] completed=1788400 submitted=1788471 kept=4109716 rejected=144480 last=keep reason=rewritten
+[llm clean] completed=1788500 submitted=1788571 kept=4109815 rejected=144481 last=keep reason=rewritten
+[llm clean] completed=1788600 submitted=1788671 kept=4109907 rejected=144489 last=keep reason=rewritten
+[llm clean] completed=1788700 submitted=1788771 kept=4110007 rejected=144489 last=keep reason=rewritten
+[llm clean] completed=1788800 submitted=1788871 kept=4110100 rejected=144496 last=keep reason=rewritten
+[llm clean] completed=1788900 submitted=1788971 kept=4110200 rejected=144496 last=keep reason=rewritten
+[llm clean] completed=1789000 submitted=1789071 kept=4110298 rejected=144498 last=keep reason=rewritten
+[llm clean] completed=1789100 submitted=1789171 kept=4110397 rejected=144499 last=keep reason=rewritten
+[llm clean] completed=1789200 submitted=1789271 kept=4110487 rejected=144509 last=keep reason=rewritten
+[llm clean] completed=1789300 submitted=1789371 kept=4110587 rejected=144509 last=keep reason=rewritten
+[llm clean] completed=1789400 submitted=1789471 kept=4110683 rejected=144513 last=keep reason=rewritten
+[llm clean] completed=1789500 submitted=1789571 kept=4110783 rejected=144513 last=keep reason=rewritten
+[llm clean] completed=1789600 submitted=1789671 kept=4110880 rejected=144516 last=keep reason=rewritten
+[llm clean] completed=1789700 submitted=1789771 kept=4110980 rejected=144516 last=keep reason=rewritten
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+[llm clean] completed=1790400 submitted=1790471 kept=4111657 rejected=144539 last=keep reason=rewritten
+[llm clean] completed=1790500 submitted=1790571 kept=4111754 rejected=144542 last=keep reason=rewritten
+[llm clean] completed=1790600 submitted=1790671 kept=4111849 rejected=144547 last=keep reason=rewritten
+[llm clean] completed=1790700 submitted=1790771 kept=4111946 rejected=144550 last=keep reason=rewritten
+[llm clean] completed=1790800 submitted=1790871 kept=4112044 rejected=144552 last=keep reason=rewritten
+[llm clean] completed=1790900 submitted=1790971 kept=4112138 rejected=144558 last=keep reason=rewritten
+[llm clean] completed=1791000 submitted=1791071 kept=4112234 rejected=144562 last=keep reason=rewritten
+[llm clean] completed=1791100 submitted=1791171 kept=4112330 rejected=144566 last=keep reason=rewritten
+[llm clean] completed=1791200 submitted=1791271 kept=4112426 rejected=144570 last=keep reason=rewritten
+[llm clean] completed=1791300 submitted=1791371 kept=4112526 rejected=144570 last=keep reason=rewritten
+[llm clean] completed=1791400 submitted=1791471 kept=4112626 rejected=144570 last=keep reason=rewritten
+[llm clean] completed=1791500 submitted=1791571 kept=4112724 rejected=144572 last=keep reason=rewritten
+[llm clean] completed=1791600 submitted=1791671 kept=4112821 rejected=144575 last=keep reason=rewritten
+[llm clean] completed=1791700 submitted=1791771 kept=4112921 rejected=144575 last=keep reason=rewritten
+[llm clean] completed=1791800 submitted=1791871 kept=4113020 rejected=144576 last=keep reason=rewritten
+[llm clean] completed=1791900 submitted=1791971 kept=4113115 rejected=144581 last=keep reason=rewritten
+[llm clean] completed=1792000 submitted=1792071 kept=4113196 rejected=144600 last=keep reason=rewritten
+[llm clean] completed=1792100 submitted=1792171 kept=4113296 rejected=144600 last=keep reason=rewritten
+[llm clean] completed=1792200 submitted=1792271 kept=4113379 rejected=144617 last=keep reason=rewritten
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+[llm clean] completed=1794000 submitted=1794071 kept=4115119 rejected=144677 last=keep reason=rewritten
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+[llm clean] completed=1794500 submitted=1794571 kept=4115605 rejected=144691 last=keep reason=rewritten
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+[llm clean] completed=1794700 submitted=1794771 kept=4115796 rejected=144700 last=keep reason=rewritten
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+[llm clean] completed=1795700 submitted=1795771 kept=4116789 rejected=144707 last=keep reason=rewritten
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+[llm clean] completed=1796300 submitted=1796371 kept=4117373 rejected=144723 last=keep reason=rewritten
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+[llm clean] completed=1796500 submitted=1796571 kept=4117559 rejected=144737 last=keep reason=rewritten
+[llm clean] completed=1796600 submitted=1796671 kept=4117655 rejected=144741 last=reject reason=The input is a raw data dump of game item statistics, JSON-like arrays, and metadata (e.g., item IDs, stats, cooldowns) 
+[llm clean] completed=1796700 submitted=1796771 kept=4117729 rejected=144767 last=keep reason=rewritten
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+[llm clean] completed=1797900 submitted=1797971 kept=4118906 rejected=144790 last=keep reason=rewritten
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+[llm clean] completed=1798600 submitted=1798671 kept=4119596 rejected=144800 last=keep reason=rewritten
+[llm clean] completed=1798700 submitted=1798771 kept=4119695 rejected=144801 last=keep reason=rewritten
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+[llm clean] completed=1799000 submitted=1799071 kept=4119986 rejected=144810 last=keep reason=rewritten
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+[llm clean] completed=1799400 submitted=1799471 kept=4120377 rejected=144819 last=keep reason=rewritten
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+[llm clean] completed=1799700 submitted=1799771 kept=4120666 rejected=144830 last=keep reason=rewritten
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+[llm clean] completed=1799900 submitted=1799971 kept=4120854 rejected=144842 last=keep reason=rewritten
+[llm clean] completed=1800000 submitted=1800071 kept=4120952 rejected=144844 last=keep reason=rewritten
+[llm clean] completed=1800100 submitted=1800171 kept=4121051 rejected=144845 last=keep reason=rewritten
+[llm clean] completed=1800200 submitted=1800271 kept=4121149 rejected=144847 last=keep reason=rewritten
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+[llm clean] completed=1800400 submitted=1800471 kept=4121346 rejected=144850 last=keep reason=rewritten
+[llm clean] completed=1800500 submitted=1800571 kept=4121434 rejected=144862 last=keep reason=rewritten
+[llm clean] completed=1800600 submitted=1800671 kept=4121528 rejected=144868 last=keep reason=rewritten
+[llm clean] completed=1800700 submitted=1800771 kept=4121626 rejected=144870 last=keep reason=rewritten
+[llm clean] completed=1800800 submitted=1800871 kept=4121722 rejected=144874 last=keep reason=rewritten
+[llm clean] completed=1800900 submitted=1800971 kept=4121820 rejected=144876 last=keep reason=rewritten
+[llm clean] completed=1801000 submitted=1801071 kept=4121919 rejected=144877 last=keep reason=rewritten
+[llm clean] completed=1801100 submitted=1801171 kept=4122014 rejected=144882 last=keep reason=rewritten
+[llm clean] completed=1801200 submitted=1801271 kept=4122105 rejected=144891 last=keep reason=rewritten
+[llm clean] completed=1801300 submitted=1801371 kept=4122202 rejected=144894 last=keep reason=rewritten
+[llm clean] completed=1801400 submitted=1801471 kept=4122302 rejected=144894 last=keep reason=rewritten
+[llm clean] completed=1801500 submitted=1801571 kept=4122401 rejected=144895 last=keep reason=rewritten
+[llm clean] completed=1801600 submitted=1801671 kept=4122499 rejected=144897 last=keep reason=rewritten
+[llm clean] completed=1801700 submitted=1801771 kept=4122595 rejected=144901 last=keep reason=rewritten
+[llm clean] completed=1801800 submitted=1801871 kept=4122690 rejected=144906 last=keep reason=rewritten
+[llm clean] completed=1801900 submitted=1801971 kept=4122787 rejected=144909 last=keep reason=rewritten
+[llm clean] completed=1802000 submitted=1802071 kept=4122887 rejected=144909 last=keep reason=rewritten
+[llm clean] completed=1802100 submitted=1802171 kept=4122987 rejected=144909 last=keep reason=rewritten
+[llm clean] completed=1802200 submitted=1802271 kept=4123085 rejected=144911 last=keep reason=rewritten
+[llm clean] completed=1802300 submitted=1802371 kept=4123178 rejected=144918 last=keep reason=rewritten
+[llm clean] completed=1802400 submitted=1802471 kept=4123277 rejected=144919 last=keep reason=rewritten
+[llm clean] completed=1802500 submitted=1802571 kept=4123376 rejected=144920 last=keep reason=rewritten
+[llm clean] completed=1802600 submitted=1802671 kept=4123474 rejected=144922 last=keep reason=rewritten
+[llm clean] completed=1802700 submitted=1802771 kept=4123574 rejected=144922 last=keep reason=rewritten
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+[llm clean] completed=1803200 submitted=1803271 kept=4124052 rejected=144944 last=keep reason=rewritten
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+[llm clean] completed=1803600 submitted=1803671 kept=4124418 rejected=144978 last=keep reason=rewritten
+[llm clean] completed=1803700 submitted=1803771 kept=4124517 rejected=144979 last=keep reason=rewritten
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+[llm clean] completed=1804200 submitted=1804271 kept=4125008 rejected=144988 last=keep reason=rewritten
+[llm clean] completed=1804300 submitted=1804371 kept=4125103 rejected=144993 last=keep reason=rewritten
+[llm clean] completed=1804400 submitted=1804471 kept=4125200 rejected=144996 last=keep reason=rewritten
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+[llm clean] completed=1804900 submitted=1804971 kept=4125690 rejected=145006 last=keep reason=rewritten
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+[llm clean] completed=1805200 submitted=1805271 kept=4125983 rejected=145013 last=keep reason=rewritten
+[llm clean] completed=1805300 submitted=1805371 kept=4126081 rejected=145015 last=keep reason=rewritten
+[llm clean] completed=1805400 submitted=1805471 kept=4126181 rejected=145015 last=keep reason=rewritten
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+[llm clean] completed=1805600 submitted=1805671 kept=4126376 rejected=145020 last=keep reason=rewritten
+[llm clean] completed=1805700 submitted=1805771 kept=4126476 rejected=145020 last=keep reason=rewritten
+[llm clean] completed=1805800 submitted=1805871 kept=4126563 rejected=145033 last=keep reason=rewritten
+[llm clean] completed=1805900 submitted=1805971 kept=4126663 rejected=145033 last=keep reason=rewritten
+[llm clean] completed=1806000 submitted=1806071 kept=4126760 rejected=145036 last=keep reason=rewritten
+[llm clean] completed=1806100 submitted=1806171 kept=4126855 rejected=145041 last=keep reason=rewritten
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+[llm clean] completed=1806300 submitted=1806371 kept=4127053 rejected=145043 last=keep reason=rewritten
+[llm clean] completed=1806400 submitted=1806471 kept=4127144 rejected=145052 last=reject reason=The text is a heavily stylized, slang-filled rap script translation of an anime episode with excessive formatting artifa
+[llm clean] completed=1806500 submitted=1806571 kept=4127230 rejected=145066 last=keep reason=rewritten
+[llm clean] completed=1806600 submitted=1806671 kept=4127326 rejected=145070 last=keep reason=rewritten
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+[llm clean] completed=1807900 submitted=1807971 kept=4128589 rejected=145107 last=keep reason=rewritten
+[llm clean] completed=1808000 submitted=1808071 kept=4128685 rejected=145111 last=keep reason=rewritten
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+[llm clean] completed=1808300 submitted=1808371 kept=4128968 rejected=145128 last=keep reason=rewritten
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+[llm clean] completed=1808500 submitted=1808571 kept=4129167 rejected=145129 last=keep reason=rewritten
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+[llm clean] completed=1808700 submitted=1808771 kept=4129362 rejected=145134 last=keep reason=rewritten
+[llm clean] completed=1808800 submitted=1808871 kept=4129460 rejected=145136 last=keep reason=rewritten
+[llm clean] completed=1808900 submitted=1808971 kept=4129558 rejected=145138 last=keep reason=rewritten
+[llm clean] completed=1809000 submitted=1809071 kept=4129657 rejected=145139 last=keep reason=rewritten
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+[llm clean] completed=1810900 submitted=1810971 kept=4131476 rejected=145220 last=keep reason=rewritten
+[llm clean] completed=1811000 submitted=1811071 kept=4131576 rejected=145220 last=keep reason=rewritten
+[llm clean] completed=1811100 submitted=1811171 kept=4131675 rejected=145221 last=keep reason=rewritten
+[llm clean] completed=1811200 submitted=1811271 kept=4131773 rejected=145223 last=keep reason=rewritten
+[llm clean] completed=1811300 submitted=1811371 kept=4131873 rejected=145223 last=keep reason=rewritten
+[llm clean] completed=1811400 submitted=1811471 kept=4131971 rejected=145225 last=reject reason=The text is a fragmented collection of unrelated URLs, navigation links, and a disjointed author bio that lacks a cohere
+[llm clean] completed=1811500 submitted=1811571 kept=4132070 rejected=145226 last=keep reason=rewritten
+[llm clean] completed=1811600 submitted=1811671 kept=4132167 rejected=145229 last=keep reason=rewritten
+[llm clean] completed=1811700 submitted=1811771 kept=4132266 rejected=145230 last=keep reason=rewritten
+[llm clean] completed=1811800 submitted=1811871 kept=4132363 rejected=145233 last=keep reason=rewritten
+[llm clean] completed=1811900 submitted=1811971 kept=4132451 rejected=145245 last=keep reason=rewritten
+[llm clean] completed=1812000 submitted=1812071 kept=4132551 rejected=145245 last=keep reason=rewritten
+[llm clean] completed=1812100 submitted=1812171 kept=4132649 rejected=145247 last=keep reason=rewritten
+[llm clean] completed=1812200 submitted=1812271 kept=4132749 rejected=145247 last=keep reason=rewritten
+[llm clean] completed=1812300 submitted=1812371 kept=4132848 rejected=145248 last=keep reason=rewritten
+[llm clean] completed=1812400 submitted=1812471 kept=4132947 rejected=145249 last=keep reason=rewritten
+[llm clean] completed=1812500 submitted=1812571 kept=4133045 rejected=145251 last=keep reason=rewritten
+[llm clean] completed=1812600 submitted=1812671 kept=4133130 rejected=145266 last=keep reason=rewritten
+[llm clean] completed=1812700 submitted=1812771 kept=4133226 rejected=145270 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1812800 submitted=1812871 kept=4133317 rejected=145279 last=reject reason=The text is mostly boilerplate, navigation links, and a short, repetitive blog post fragment that lacks sufficient conte
+[llm clean] completed=1812900 submitted=1812971 kept=4133412 rejected=145284 last=keep reason=rewritten
+[llm clean] completed=1813000 submitted=1813071 kept=4133505 rejected=145291 last=keep reason=rewritten
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+[llm clean] completed=1813200 submitted=1813271 kept=4133698 rejected=145298 last=keep reason=rewritten
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+[llm clean] completed=1813500 submitted=1813571 kept=4133994 rejected=145302 last=keep reason=rewritten
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+[llm clean] completed=1813700 submitted=1813771 kept=4134188 rejected=145308 last=keep reason=rewritten
+[llm clean] completed=1813800 submitted=1813871 kept=4134286 rejected=145310 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1813900 submitted=1813971 kept=4134384 rejected=145312 last=keep reason=rewritten
+[llm clean] completed=1814000 submitted=1814071 kept=4134483 rejected=145313 last=keep reason=rewritten
+[llm clean] completed=1814100 submitted=1814171 kept=4134581 rejected=145315 last=keep reason=rewritten
+[llm clean] completed=1814200 submitted=1814271 kept=4134674 rejected=145322 last=keep reason=rewritten
+[llm clean] completed=1814300 submitted=1814371 kept=4134772 rejected=145324 last=keep reason=rewritten
+[llm clean] completed=1814400 submitted=1814471 kept=4134872 rejected=145324 last=keep reason=rewritten
+[llm clean] completed=1814500 submitted=1814571 kept=4134969 rejected=145327 last=keep reason=rewritten
+[llm clean] completed=1814600 submitted=1814671 kept=4135056 rejected=145340 last=keep reason=rewritten
+[llm clean] completed=1814700 submitted=1814771 kept=4135153 rejected=145343 last=keep reason=rewritten
+[llm clean] completed=1814800 submitted=1814871 kept=4135248 rejected=145348 last=keep reason=rewritten
+[llm clean] completed=1814900 submitted=1814971 kept=4135346 rejected=145350 last=keep reason=rewritten
+[llm clean] completed=1815000 submitted=1815071 kept=4135444 rejected=145352 last=keep reason=rewritten
+[llm clean] completed=1815100 submitted=1815171 kept=4135542 rejected=145354 last=keep reason=rewritten
+[llm clean] completed=1815200 submitted=1815271 kept=4135635 rejected=145361 last=keep reason=rewritten
+[llm clean] completed=1815300 submitted=1815371 kept=4135728 rejected=145368 last=keep reason=rewritten
+[llm clean] completed=1815400 submitted=1815471 kept=4135824 rejected=145372 last=keep reason=rewritten
+[llm clean] completed=1815500 submitted=1815571 kept=4135924 rejected=145372 last=keep reason=rewritten
+[llm clean] completed=1815600 submitted=1815671 kept=4136018 rejected=145378 last=keep reason=rewritten
+[llm clean] completed=1815700 submitted=1815771 kept=4136111 rejected=145385 last=reject reason=The text is a mix of a Ruby segmentation fault crash log, fragmented user comments, developer responses, and unrelated f
+[llm clean] completed=1815800 submitted=1815871 kept=4136209 rejected=145387 last=keep reason=rewritten
+[llm clean] completed=1815900 submitted=1815971 kept=4136306 rejected=145390 last=keep reason=rewritten
+[llm clean] completed=1816000 submitted=1816071 kept=4136402 rejected=145394 last=keep reason=rewritten
+[llm clean] completed=1816100 submitted=1816171 kept=4136501 rejected=145395 last=keep reason=rewritten
+[llm clean] completed=1816200 submitted=1816271 kept=4136598 rejected=145398 last=reject reason=The text is a collection of disjointed military incident reports, tracking numbers, and metadata fragments without a coh
+[llm clean] completed=1816300 submitted=1816371 kept=4136694 rejected=145402 last=keep reason=rewritten
+[llm clean] completed=1816400 submitted=1816471 kept=4136788 rejected=145408 last=keep reason=rewritten
+[llm clean] completed=1816500 submitted=1816571 kept=4136887 rejected=145409 last=keep reason=rewritten
+[llm clean] completed=1816600 submitted=1816671 kept=4136986 rejected=145410 last=keep reason=rewritten
+[llm clean] completed=1816700 submitted=1816771 kept=4137083 rejected=145413 last=reject reason=The text is a list of usernames, statistics, and rankings without coherent prose structure or meaningful context.
+[llm clean] completed=1816800 submitted=1816871 kept=4137181 rejected=145415 last=keep reason=rewritten
+[llm clean] completed=1816900 submitted=1816971 kept=4137278 rejected=145418 last=keep reason=rewritten
+[llm clean] completed=1817000 submitted=1817071 kept=4137376 rejected=145420 last=keep reason=rewritten
+[llm clean] completed=1817100 submitted=1817171 kept=4137475 rejected=145421 last=keep reason=rewritten
+[llm clean] completed=1817200 submitted=1817271 kept=4137573 rejected=145423 last=reject reason=The text is primarily code snippets, function definitions, and technical implementation details (C code, LoadRunner scri
+[llm clean] completed=1817300 submitted=1817371 kept=4137671 rejected=145425 last=keep reason=rewritten
+[llm clean] completed=1817400 submitted=1817471 kept=4137767 rejected=145429 last=keep reason=rewritten
+[llm clean] completed=1817500 submitted=1817571 kept=4137865 rejected=145431 last=keep reason=rewritten
+[llm clean] completed=1817600 submitted=1817671 kept=4137964 rejected=145432 last=keep reason=rewritten
+[llm clean] completed=1817700 submitted=1817771 kept=4138061 rejected=145435 last=keep reason=rewritten
+[llm clean] completed=1817800 submitted=1817871 kept=4138160 rejected=145436 last=keep reason=rewritten
+[llm clean] completed=1817900 submitted=1817971 kept=4138258 rejected=145438 last=keep reason=rewritten
+[llm clean] completed=1818000 submitted=1818071 kept=4138354 rejected=145442 last=keep reason=rewritten
+[llm clean] completed=1818100 submitted=1818171 kept=4138454 rejected=145442 last=keep reason=rewritten
+[llm clean] completed=1818200 submitted=1818271 kept=4138554 rejected=145442 last=keep reason=rewritten
+[llm clean] completed=1818300 submitted=1818371 kept=4138653 rejected=145443 last=keep reason=rewritten
+[llm clean] completed=1818400 submitted=1818471 kept=4138751 rejected=145445 last=keep reason=rewritten
+[llm clean] completed=1818500 submitted=1818571 kept=4138850 rejected=145446 last=keep reason=rewritten
+[llm clean] completed=1818600 submitted=1818671 kept=4138944 rejected=145452 last=keep reason=rewritten
+[llm clean] completed=1818700 submitted=1818771 kept=4139040 rejected=145456 last=keep reason=rewritten
+[llm clean] completed=1818800 submitted=1818871 kept=4139138 rejected=145458 last=keep reason=rewritten
+[llm clean] completed=1818900 submitted=1818971 kept=4139237 rejected=145459 last=keep reason=rewritten
+[llm clean] completed=1819000 submitted=1819071 kept=4139334 rejected=145462 last=keep reason=rewritten
+[llm clean] completed=1819100 submitted=1819171 kept=4139432 rejected=145464 last=keep reason=rewritten
+[llm clean] completed=1819200 submitted=1819271 kept=4139529 rejected=145467 last=keep reason=rewritten
+[llm clean] completed=1819300 submitted=1819371 kept=4139626 rejected=145470 last=keep reason=rewritten
+[llm clean] completed=1819400 submitted=1819471 kept=4139726 rejected=145470 last=keep reason=rewritten
+[llm clean] completed=1819500 submitted=1819571 kept=4139824 rejected=145472 last=keep reason=rewritten
+[llm clean] completed=1819600 submitted=1819671 kept=4139924 rejected=145472 last=keep reason=rewritten
+[llm clean] completed=1819700 submitted=1819771 kept=4140019 rejected=145477 last=keep reason=rewritten
+[llm clean] completed=1819800 submitted=1819871 kept=4140118 rejected=145478 last=keep reason=rewritten
+[llm clean] completed=1819900 submitted=1819971 kept=4140218 rejected=145478 last=keep reason=rewritten
+[llm clean] completed=1820000 submitted=1820071 kept=4140314 rejected=145482 last=keep reason=rewritten
+[llm clean] completed=1820100 submitted=1820171 kept=4140412 rejected=145484 last=keep reason=rewritten
+[llm clean] completed=1820200 submitted=1820271 kept=4140511 rejected=145485 last=keep reason=rewritten
+[llm clean] completed=1820300 submitted=1820371 kept=4140610 rejected=145486 last=keep reason=rewritten
+[llm clean] completed=1820400 submitted=1820471 kept=4140710 rejected=145486 last=keep reason=rewritten
+[llm clean] completed=1820500 submitted=1820571 kept=4140808 rejected=145488 last=keep reason=rewritten
+[llm clean] completed=1820600 submitted=1820671 kept=4140902 rejected=145494 last=keep reason=rewritten
+[llm clean] completed=1820700 submitted=1820771 kept=4141001 rejected=145495 last=keep reason=rewritten
+[llm clean] completed=1820800 submitted=1820871 kept=4141096 rejected=145500 last=keep reason=rewritten
+[llm clean] completed=1820900 submitted=1820971 kept=4141194 rejected=145502 last=reject reason=The text is a list of short descriptions for various media titles (likely a streaming service catalog or TV guide). It l
+[llm clean] completed=1821000 submitted=1821071 kept=4141292 rejected=145504 last=keep reason=rewritten
+[llm clean] completed=1821100 submitted=1821171 kept=4141392 rejected=145504 last=keep reason=rewritten
+[llm clean] completed=1821200 submitted=1821271 kept=4141490 rejected=145506 last=keep reason=rewritten
+[llm clean] completed=1821300 submitted=1821371 kept=4141589 rejected=145507 last=keep reason=rewritten
+[llm clean] completed=1821400 submitted=1821471 kept=4141674 rejected=145522 last=keep reason=rewritten
+[llm clean] completed=1821500 submitted=1821571 kept=4141773 rejected=145523 last=keep reason=rewritten
+[llm clean] completed=1821600 submitted=1821671 kept=4141869 rejected=145527 last=keep reason=rewritten
+[llm clean] completed=1821700 submitted=1821771 kept=4141968 rejected=145528 last=keep reason=rewritten
+[llm clean] completed=1821800 submitted=1821871 kept=4142067 rejected=145529 last=keep reason=rewritten
+[llm clean] completed=1821900 submitted=1821971 kept=4142163 rejected=145533 last=keep reason=rewritten
+[llm clean] completed=1822000 submitted=1822071 kept=4142261 rejected=145535 last=keep reason=rewritten
+[llm clean] completed=1822100 submitted=1822171 kept=4142360 rejected=145536 last=keep reason=rewritten
+[llm clean] completed=1822200 submitted=1822271 kept=4142458 rejected=145538 last=keep reason=rewritten
+[llm clean] completed=1822300 submitted=1822371 kept=4142557 rejected=145539 last=keep reason=rewritten
+[llm clean] completed=1822400 submitted=1822471 kept=4142650 rejected=145546 last=keep reason=rewritten
+[llm clean] completed=1822500 submitted=1822571 kept=4142749 rejected=145547 last=keep reason=rewritten
+[llm clean] completed=1822600 submitted=1822671 kept=4142842 rejected=145554 last=keep reason=rewritten
+[llm clean] completed=1822700 submitted=1822771 kept=4142938 rejected=145558 last=keep reason=rewritten
+[llm clean] completed=1822800 submitted=1822871 kept=4143036 rejected=145560 last=keep reason=rewritten
+[llm clean] completed=1822900 submitted=1822971 kept=4143131 rejected=145565 last=keep reason=rewritten
+[llm clean] completed=1823000 submitted=1823071 kept=4143227 rejected=145569 last=keep reason=rewritten
+[llm clean] completed=1823100 submitted=1823171 kept=4143326 rejected=145570 last=keep reason=rewritten
+[llm clean] completed=1823200 submitted=1823271 kept=4143422 rejected=145574 last=keep reason=rewritten
+[llm clean] completed=1823300 submitted=1823371 kept=4143518 rejected=145578 last=keep reason=rewritten
+[llm clean] completed=1823400 submitted=1823471 kept=4143613 rejected=145583 last=keep reason=rewritten
+[llm clean] completed=1823500 submitted=1823571 kept=4143700 rejected=145596 last=reject reason=The text is a highly partisan, conspiratorial political rant containing demonstrably false claims, unverified allegation
+[llm clean] completed=1823600 submitted=1823671 kept=4143798 rejected=145598 last=keep reason=rewritten
+[llm clean] completed=1823700 submitted=1823771 kept=4143894 rejected=145602 last=keep reason=rewritten
+[llm clean] completed=1823800 submitted=1823871 kept=4143991 rejected=145605 last=keep reason=rewritten
+[llm clean] completed=1823900 submitted=1823971 kept=4144091 rejected=145605 last=keep reason=rewritten
+[llm clean] completed=1824000 submitted=1824071 kept=4144190 rejected=145606 last=keep reason=rewritten
+[llm clean] completed=1824100 submitted=1824171 kept=4144281 rejected=145615 last=keep reason=rewritten
+[llm clean] completed=1824200 submitted=1824271 kept=4144376 rejected=145620 last=keep reason=rewritten
+[llm clean] completed=1824300 submitted=1824371 kept=4144474 rejected=145622 last=keep reason=rewritten
+[llm clean] completed=1824400 submitted=1824471 kept=4144572 rejected=145624 last=keep reason=rewritten
+[llm clean] completed=1824500 submitted=1824571 kept=4144672 rejected=145624 last=keep reason=rewritten
+[llm clean] completed=1824600 submitted=1824671 kept=4144767 rejected=145629 last=keep reason=rewritten
+[llm clean] completed=1824700 submitted=1824771 kept=4144865 rejected=145631 last=keep reason=rewritten
+[llm clean] completed=1824800 submitted=1824871 kept=4144965 rejected=145631 last=keep reason=rewritten
+[llm clean] completed=1824900 submitted=1824971 kept=4145059 rejected=145637 last=keep reason=rewritten
+[llm clean] completed=1825000 submitted=1825071 kept=4145159 rejected=145637 last=keep reason=rewritten
+[llm clean] completed=1825100 submitted=1825171 kept=4145257 rejected=145639 last=keep reason=rewritten
+[llm clean] completed=1825200 submitted=1825271 kept=4145356 rejected=145640 last=keep reason=rewritten
+[llm clean] completed=1825300 submitted=1825371 kept=4145455 rejected=145641 last=keep reason=rewritten
+[llm clean] completed=1825400 submitted=1825471 kept=4145554 rejected=145642 last=keep reason=rewritten
+[llm clean] completed=1825500 submitted=1825571 kept=4145652 rejected=145644 last=keep reason=rewritten
+[llm clean] completed=1825600 submitted=1825671 kept=4145748 rejected=145648 last=keep reason=rewritten
+[llm clean] completed=1825700 submitted=1825771 kept=4145847 rejected=145649 last=keep reason=rewritten
+[llm clean] completed=1825800 submitted=1825871 kept=4145946 rejected=145650 last=keep reason=rewritten
+[llm clean] completed=1825900 submitted=1825971 kept=4146041 rejected=145655 last=keep reason=rewritten
+[llm clean] completed=1826000 submitted=1826071 kept=4146130 rejected=145666 last=keep reason=rewritten
+[llm clean] completed=1826100 submitted=1826171 kept=4146218 rejected=145678 last=reject reason=The text is a bibliography/reference list containing fragmented citations, broken links, and metadata rather than cohere
+[llm clean] completed=1826200 submitted=1826271 kept=4146314 rejected=145682 last=keep reason=rewritten
+[llm clean] completed=1826300 submitted=1826371 kept=4146414 rejected=145682 last=keep reason=rewritten
+[llm clean] completed=1826400 submitted=1826471 kept=4146511 rejected=145685 last=keep reason=rewritten
+[llm clean] completed=1826500 submitted=1826571 kept=4146608 rejected=145688 last=keep reason=rewritten
+[llm clean] completed=1826600 submitted=1826671 kept=4146707 rejected=145689 last=keep reason=rewritten
+[llm clean] completed=1826700 submitted=1826771 kept=4146807 rejected=145689 last=keep reason=rewritten
+[llm clean] completed=1826800 submitted=1826871 kept=4146896 rejected=145700 last=reject reason=The text is a chaotic, repetitive, and incoherent collection of forum comments and user metadata. It lacks a coherent na
+[llm clean] completed=1826900 submitted=1826971 kept=4146990 rejected=145706 last=keep reason=rewritten
+[llm clean] completed=1827000 submitted=1827071 kept=4147089 rejected=145707 last=keep reason=rewritten
+[llm clean] completed=1827100 submitted=1827171 kept=4147189 rejected=145707 last=keep reason=rewritten
+[llm clean] completed=1827200 submitted=1827271 kept=4147281 rejected=145715 last=reject reason=The text is a list of links, partner names, and navigation labels with minimal coherent prose. It lacks a central narrat
+[llm clean] completed=1827300 submitted=1827371 kept=4147380 rejected=145716 last=keep reason=rewritten
+[llm clean] completed=1827400 submitted=1827471 kept=4147474 rejected=145722 last=keep reason=rewritten
+[llm clean] completed=1827500 submitted=1827571 kept=4147574 rejected=145722 last=keep reason=rewritten
+[llm clean] completed=1827600 submitted=1827671 kept=4147673 rejected=145723 last=keep reason=rewritten
+[llm clean] completed=1827700 submitted=1827771 kept=4147772 rejected=145724 last=keep reason=rewritten
+[llm clean] completed=1827800 submitted=1827871 kept=4147871 rejected=145725 last=keep reason=rewritten
+[llm clean] completed=1827900 submitted=1827971 kept=4147966 rejected=145730 last=keep reason=rewritten
+[llm clean] completed=1828000 submitted=1828071 kept=4148064 rejected=145732 last=keep reason=rewritten
+[llm clean] completed=1828100 submitted=1828171 kept=4148163 rejected=145733 last=keep reason=rewritten
+[llm clean] completed=1828200 submitted=1828271 kept=4148261 rejected=145735 last=keep reason=rewritten
+[llm clean] completed=1828300 submitted=1828371 kept=4148359 rejected=145737 last=keep reason=rewritten
+[llm clean] completed=1828400 submitted=1828471 kept=4148456 rejected=145740 last=keep reason=rewritten
+[llm clean] completed=1828500 submitted=1828571 kept=4148552 rejected=145744 last=keep reason=rewritten
+[llm clean] completed=1828600 submitted=1828671 kept=4148650 rejected=145746 last=keep reason=rewritten
+[llm clean] completed=1828700 submitted=1828771 kept=4148746 rejected=145750 last=keep reason=rewritten
+[llm clean] completed=1828800 submitted=1828871 kept=4148845 rejected=145751 last=keep reason=rewritten
+[llm clean] completed=1828900 submitted=1828971 kept=4148939 rejected=145757 last=keep reason=rewritten
+[llm clean] completed=1829000 submitted=1829071 kept=4149031 rejected=145765 last=keep reason=rewritten
+[llm clean] completed=1829100 submitted=1829171 kept=4149130 rejected=145766 last=keep reason=rewritten
+[llm clean] completed=1829200 submitted=1829271 kept=4149226 rejected=145770 last=keep reason=rewritten
+[llm clean] completed=1829300 submitted=1829371 kept=4149325 rejected=145771 last=keep reason=rewritten
+[llm clean] completed=1829400 submitted=1829471 kept=4149422 rejected=145774 last=keep reason=rewritten
+[llm clean] completed=1829500 submitted=1829571 kept=4149520 rejected=145776 last=keep reason=rewritten
+[llm clean] completed=1829600 submitted=1829671 kept=4149615 rejected=145781 last=reject reason=The text is a table of contents, headers, and fragmented metadata from an RFC document, lacking coherent prose or meanin
+[llm clean] completed=1829700 submitted=1829771 kept=4149709 rejected=145787 last=keep reason=rewritten
+[llm clean] completed=1829800 submitted=1829871 kept=4149801 rejected=145795 last=keep reason=rewritten
+[llm clean] completed=1829900 submitted=1829971 kept=4149900 rejected=145796 last=keep reason=rewritten
+[llm clean] completed=1830000 submitted=1830071 kept=4149995 rejected=145801 last=keep reason=rewritten
+[llm clean] completed=1830100 submitted=1830171 kept=4150095 rejected=145801 last=keep reason=rewritten
+[llm clean] completed=1830200 submitted=1830271 kept=4150188 rejected=145808 last=keep reason=rewritten
+[llm clean] completed=1830300 submitted=1830371 kept=4150288 rejected=145808 last=keep reason=rewritten
+[llm clean] completed=1830400 submitted=1830471 kept=4150388 rejected=145808 last=keep reason=rewritten
+[llm clean] completed=1830500 submitted=1830571 kept=4150487 rejected=145809 last=keep reason=rewritten
+[llm clean] completed=1830600 submitted=1830671 kept=4150584 rejected=145812 last=keep reason=rewritten
+[llm clean] completed=1830700 submitted=1830771 kept=4150682 rejected=145814 last=keep reason=rewritten
+[llm clean] completed=1830800 submitted=1830871 kept=4150781 rejected=145815 last=keep reason=rewritten
+[llm clean] completed=1830900 submitted=1830971 kept=4150878 rejected=145818 last=keep reason=rewritten
+[llm clean] completed=1831000 submitted=1831071 kept=4150977 rejected=145819 last=keep reason=rewritten
+[llm clean] completed=1831100 submitted=1831171 kept=4151073 rejected=145823 last=keep reason=rewritten
+[llm clean] completed=1831200 submitted=1831271 kept=4151169 rejected=145827 last=keep reason=rewritten
+[llm clean] completed=1831300 submitted=1831371 kept=4151266 rejected=145830 last=keep reason=rewritten
+[llm clean] completed=1831400 submitted=1831471 kept=4151366 rejected=145830 last=keep reason=rewritten
+[llm clean] completed=1831500 submitted=1831571 kept=4151464 rejected=145832 last=keep reason=rewritten
+[llm clean] completed=1831600 submitted=1831671 kept=4151562 rejected=145834 last=keep reason=rewritten
+[llm clean] completed=1831700 submitted=1831771 kept=4151659 rejected=145837 last=keep reason=rewritten
+[llm clean] completed=1831800 submitted=1831871 kept=4151759 rejected=145837 last=keep reason=rewritten
+[llm clean] completed=1831900 submitted=1831971 kept=4151859 rejected=145837 last=keep reason=rewritten
+[llm clean] completed=1832000 submitted=1832071 kept=4151958 rejected=145838 last=keep reason=rewritten
+[llm clean] completed=1832100 submitted=1832171 kept=4152055 rejected=145841 last=keep reason=rewritten
+[llm clean] completed=1832200 submitted=1832271 kept=4152154 rejected=145842 last=keep reason=rewritten
+[llm clean] completed=1832300 submitted=1832371 kept=4152250 rejected=145846 last=keep reason=rewritten
+[llm clean] completed=1832400 submitted=1832471 kept=4152341 rejected=145855 last=keep reason=rewritten
+[llm clean] completed=1832500 submitted=1832571 kept=4152440 rejected=145856 last=keep reason=rewritten
+[llm clean] completed=1832600 submitted=1832671 kept=4152535 rejected=145861 last=keep reason=rewritten
+[llm clean] completed=1832700 submitted=1832771 kept=4152634 rejected=145862 last=keep reason=rewritten
+[llm clean] completed=1832800 submitted=1832871 kept=4152731 rejected=145865 last=keep reason=rewritten
+[llm clean] completed=1832900 submitted=1832971 kept=4152826 rejected=145870 last=keep reason=rewritten
+[llm clean] completed=1833000 submitted=1833071 kept=4152918 rejected=145878 last=keep reason=rewritten
+[llm clean] completed=1833100 submitted=1833171 kept=4153014 rejected=145882 last=keep reason=rewritten
+[llm clean] completed=1833200 submitted=1833271 kept=4153092 rejected=145904 last=keep reason=rewritten
+[llm clean] completed=1833300 submitted=1833371 kept=4153188 rejected=145908 last=keep reason=rewritten
+[llm clean] completed=1833400 submitted=1833471 kept=4153287 rejected=145909 last=keep reason=rewritten
+[llm clean] completed=1833500 submitted=1833571 kept=4153386 rejected=145910 last=keep reason=rewritten
+[llm clean] completed=1833600 submitted=1833671 kept=4153485 rejected=145911 last=keep reason=rewritten
+[llm clean] completed=1833700 submitted=1833771 kept=4153579 rejected=145917 last=keep reason=rewritten
+[llm clean] completed=1833800 submitted=1833871 kept=4153671 rejected=145925 last=keep reason=rewritten
+[llm clean] completed=1833900 submitted=1833971 kept=4153770 rejected=145926 last=keep reason=rewritten
+[llm clean] completed=1834000 submitted=1834071 kept=4153870 rejected=145926 last=keep reason=rewritten
+[llm clean] completed=1834100 submitted=1834171 kept=4153965 rejected=145931 last=keep reason=rewritten
+[llm clean] completed=1834200 submitted=1834271 kept=4154064 rejected=145932 last=keep reason=rewritten
+[llm clean] completed=1834300 submitted=1834371 kept=4154162 rejected=145934 last=keep reason=rewritten
+[llm clean] completed=1834400 submitted=1834471 kept=4154257 rejected=145939 last=keep reason=rewritten
+[llm clean] completed=1834500 submitted=1834571 kept=4154357 rejected=145939 last=keep reason=rewritten
+[llm clean] completed=1834600 submitted=1834671 kept=4154442 rejected=145954 last=keep reason=rewritten
+[llm clean] completed=1834700 submitted=1834771 kept=4154538 rejected=145958 last=keep reason=rewritten
+[llm clean] completed=1834800 submitted=1834871 kept=4154638 rejected=145958 last=keep reason=rewritten
+[llm clean] completed=1834900 submitted=1834971 kept=4154730 rejected=145966 last=keep reason=rewritten
+[llm clean] completed=1835000 submitted=1835071 kept=4154828 rejected=145968 last=keep reason=rewritten
+[llm clean] completed=1835100 submitted=1835171 kept=4154926 rejected=145970 last=reject reason=The text consists entirely of image captions, credits, and metadata fragments without coherent prose or narrative conten
+[llm clean] completed=1835200 submitted=1835271 kept=4155024 rejected=145972 last=keep reason=rewritten
+[llm clean] completed=1835300 submitted=1835371 kept=4155121 rejected=145975 last=keep reason=rewritten
+[llm clean] completed=1835400 submitted=1835471 kept=4155216 rejected=145980 last=keep reason=rewritten
+[llm clean] completed=1835500 submitted=1835571 kept=4155298 rejected=145998 last=keep reason=rewritten
+[llm clean] completed=1835600 submitted=1835671 kept=4155394 rejected=146002 last=keep reason=rewritten
+[llm clean] completed=1835700 submitted=1835771 kept=4155488 rejected=146008 last=keep reason=rewritten
+[llm clean] completed=1835800 submitted=1835871 kept=4155588 rejected=146008 last=keep reason=rewritten
+[llm clean] completed=1835900 submitted=1835971 kept=4155688 rejected=146008 last=keep reason=rewritten
+[llm clean] completed=1836000 submitted=1836071 kept=4155784 rejected=146012 last=keep reason=rewritten
+[llm clean] completed=1836100 submitted=1836171 kept=4155879 rejected=146017 last=reject reason=The text is mostly a list of titles, dates, and isolated metadata fragments rather than coherent prose.
+[llm clean] completed=1836200 submitted=1836271 kept=4155975 rejected=146021 last=keep reason=rewritten
+[llm clean] completed=1836300 submitted=1836371 kept=4156071 rejected=146025 last=keep reason=rewritten
+[llm clean] completed=1836400 submitted=1836471 kept=4156170 rejected=146026 last=keep reason=rewritten
+[llm clean] completed=1836500 submitted=1836571 kept=4156266 rejected=146030 last=keep reason=rewritten
+[llm clean] completed=1836600 submitted=1836671 kept=4156361 rejected=146035 last=reject reason=The text is a metadata block and boilerplate for a deleted video, consisting mostly of links, tags, and isolated facts w
+[llm clean] completed=1836700 submitted=1836771 kept=4156460 rejected=146036 last=keep reason=rewritten
+[llm clean] completed=1836800 submitted=1836871 kept=4156559 rejected=146037 last=keep reason=rewritten
+[llm clean] completed=1836900 submitted=1836971 kept=4156658 rejected=146038 last=keep reason=rewritten
+[llm clean] completed=1837000 submitted=1837071 kept=4156757 rejected=146039 last=keep reason=rewritten
+[llm clean] completed=1837100 submitted=1837171 kept=4156855 rejected=146041 last=keep reason=rewritten
+[llm clean] completed=1837200 submitted=1837271 kept=4156932 rejected=146064 last=keep reason=rewritten
+[llm clean] completed=1837300 submitted=1837371 kept=4157023 rejected=146073 last=keep reason=rewritten
+[llm clean] completed=1837400 submitted=1837471 kept=4157122 rejected=146074 last=keep reason=rewritten
+[llm clean] completed=1837500 submitted=1837571 kept=4157217 rejected=146079 last=keep reason=rewritten
+[llm clean] completed=1837600 submitted=1837671 kept=4157314 rejected=146082 last=keep reason=rewritten
+[llm clean] completed=1837700 submitted=1837770 kept=4157411 rejected=146085 last=keep reason=rewritten
+[llm clean] completed=1837800 submitted=1837871 kept=4157511 rejected=146085 last=keep reason=rewritten
+[llm clean] completed=1837900 submitted=1837971 kept=4157607 rejected=146089 last=keep reason=rewritten
+[llm clean] completed=1838000 submitted=1838071 kept=4157694 rejected=146102 last=keep reason=rewritten
+[llm clean] completed=1838100 submitted=1838171 kept=4157793 rejected=146103 last=keep reason=rewritten
+[llm clean] completed=1838200 submitted=1838271 kept=4157892 rejected=146104 last=keep reason=rewritten
+[llm clean] completed=1838300 submitted=1838371 kept=4157991 rejected=146105 last=keep reason=rewritten
+[llm clean] completed=1838400 submitted=1838471 kept=4158087 rejected=146109 last=keep reason=rewritten
+[llm clean] completed=1838500 submitted=1838571 kept=4158185 rejected=146111 last=keep reason=rewritten
+[llm clean] completed=1838600 submitted=1838671 kept=4158284 rejected=146112 last=keep reason=rewritten
+[llm clean] completed=1838700 submitted=1838771 kept=4158380 rejected=146116 last=keep reason=rewritten
+[llm clean] completed=1838800 submitted=1838871 kept=4158480 rejected=146116 last=keep reason=rewritten
+[llm clean] completed=1838900 submitted=1838971 kept=4158576 rejected=146120 last=keep reason=rewritten
+[llm clean] completed=1839000 submitted=1839071 kept=4158674 rejected=146122 last=keep reason=rewritten
+[llm clean] completed=1839100 submitted=1839171 kept=4158772 rejected=146124 last=keep reason=rewritten
+[llm clean] completed=1839200 submitted=1839271 kept=4158870 rejected=146126 last=keep reason=rewritten
+[llm clean] completed=1839300 submitted=1839371 kept=4158969 rejected=146127 last=keep reason=rewritten
+[llm clean] completed=1839400 submitted=1839471 kept=4159063 rejected=146133 last=keep reason=rewritten
+[llm clean] completed=1839500 submitted=1839571 kept=4159157 rejected=146139 last=keep reason=rewritten
+[llm clean] completed=1839600 submitted=1839671 kept=4159250 rejected=146146 last=keep reason=rewritten
+[llm clean] completed=1839700 submitted=1839771 kept=4159349 rejected=146147 last=keep reason=rewritten
+[llm clean] completed=1839800 submitted=1839871 kept=4159445 rejected=146151 last=keep reason=rewritten
+[llm clean] completed=1839900 submitted=1839971 kept=4159540 rejected=146156 last=keep reason=rewritten
+[llm clean] completed=1840000 submitted=1840071 kept=4159638 rejected=146158 last=keep reason=rewritten
+[llm clean] completed=1840100 submitted=1840171 kept=4159736 rejected=146160 last=keep reason=rewritten
+[llm clean] completed=1840200 submitted=1840271 kept=4159833 rejected=146163 last=keep reason=rewritten
+[llm clean] completed=1840300 submitted=1840371 kept=4159933 rejected=146163 last=keep reason=rewritten
+[llm clean] completed=1840400 submitted=1840471 kept=4160030 rejected=146166 last=keep reason=rewritten
+[llm clean] completed=1840500 submitted=1840571 kept=4160129 rejected=146167 last=keep reason=rewritten
+[llm clean] completed=1840600 submitted=1840671 kept=4160224 rejected=146172 last=keep reason=rewritten
+[llm clean] completed=1840700 submitted=1840771 kept=4160324 rejected=146172 last=keep reason=rewritten
+[llm clean] completed=1840800 submitted=1840871 kept=4160418 rejected=146178 last=keep reason=rewritten
+[llm clean] completed=1840900 submitted=1840971 kept=4160509 rejected=146187 last=keep reason=rewritten
+[llm clean] completed=1841000 submitted=1841071 kept=4160604 rejected=146192 last=keep reason=rewritten
+[llm clean] completed=1841100 submitted=1841171 kept=4160702 rejected=146194 last=keep reason=rewritten
+[llm clean] completed=1841200 submitted=1841271 kept=4160802 rejected=146194 last=keep reason=rewritten
+[llm clean] completed=1841300 submitted=1841371 kept=4160901 rejected=146195 last=keep reason=rewritten
+[llm clean] completed=1841400 submitted=1841471 kept=4160998 rejected=146198 last=keep reason=rewritten
+[llm clean] completed=1841500 submitted=1841571 kept=4161093 rejected=146203 last=keep reason=rewritten
+[llm clean] completed=1841600 submitted=1841671 kept=4161185 rejected=146211 last=keep reason=rewritten
+[llm clean] completed=1841700 submitted=1841771 kept=4161283 rejected=146213 last=keep reason=rewritten
+[llm clean] completed=1841800 submitted=1841871 kept=4161380 rejected=146216 last=keep reason=rewritten
+[llm clean] completed=1841900 submitted=1841971 kept=4161479 rejected=146217 last=keep reason=rewritten
+[llm clean] completed=1842000 submitted=1842071 kept=4161577 rejected=146219 last=keep reason=rewritten
+[llm clean] completed=1842100 submitted=1842171 kept=4161671 rejected=146225 last=keep reason=rewritten
+[llm clean] completed=1842200 submitted=1842271 kept=4161770 rejected=146226 last=keep reason=rewritten
+[llm clean] completed=1842300 submitted=1842371 kept=4161869 rejected=146227 last=keep reason=rewritten
+[llm clean] completed=1842400 submitted=1842471 kept=4161965 rejected=146231 last=keep reason=rewritten
+[llm clean] completed=1842500 submitted=1842571 kept=4162064 rejected=146232 last=keep reason=rewritten
+[llm clean] completed=1842600 submitted=1842671 kept=4162160 rejected=146236 last=keep reason=rewritten
+[llm clean] completed=1842700 submitted=1842771 kept=4162257 rejected=146239 last=keep reason=rewritten
+[llm clean] completed=1842800 submitted=1842871 kept=4162353 rejected=146243 last=keep reason=rewritten
+[llm clean] completed=1842900 submitted=1842971 kept=4162424 rejected=146272 last=keep reason=rewritten
+[llm clean] completed=1843000 submitted=1843071 kept=4162521 rejected=146275 last=keep reason=rewritten
+[llm clean] completed=1843100 submitted=1843171 kept=4162620 rejected=146276 last=keep reason=rewritten
+[llm clean] completed=1843200 submitted=1843271 kept=4162717 rejected=146279 last=keep reason=rewritten
+[llm clean] completed=1843300 submitted=1843371 kept=4162814 rejected=146282 last=keep reason=rewritten
+[llm clean] completed=1843400 submitted=1843471 kept=4162905 rejected=146291 last=reject reason=The text contains multiple unrelated fragments, including a biography of Maurice Strong, a transcript of an interview wi
+[llm clean] completed=1843500 submitted=1843571 kept=4163002 rejected=146294 last=keep reason=rewritten
+[llm clean] completed=1843600 submitted=1843671 kept=4163099 rejected=146297 last=keep reason=rewritten
+[llm clean] completed=1843700 submitted=1843771 kept=4163198 rejected=146298 last=keep reason=rewritten
+[llm clean] completed=1843800 submitted=1843871 kept=4163296 rejected=146300 last=keep reason=rewritten
+[llm clean] completed=1843900 submitted=1843971 kept=4163392 rejected=146304 last=reject reason=The text is mostly a list of names and numbers (voting results) with minimal context, making it impossible to rewrite in
+[llm clean] completed=1844000 submitted=1844071 kept=4163489 rejected=146307 last=keep reason=rewritten
+[llm clean] completed=1844100 submitted=1844171 kept=4163587 rejected=146309 last=keep reason=rewritten
+[llm clean] completed=1844200 submitted=1844271 kept=4163687 rejected=146309 last=keep reason=rewritten
+[llm clean] completed=1844300 submitted=1844371 kept=4163786 rejected=146310 last=keep reason=rewritten
+[llm clean] completed=1844400 submitted=1844471 kept=4163882 rejected=146314 last=keep reason=rewritten
+[llm clean] completed=1844500 submitted=1844571 kept=4163981 rejected=146315 last=keep reason=rewritten
+[llm clean] completed=1844600 submitted=1844671 kept=4164078 rejected=146318 last=keep reason=rewritten
+[llm clean] completed=1844700 submitted=1844771 kept=4164178 rejected=146318 last=keep reason=rewritten
+[llm clean] completed=1844800 submitted=1844871 kept=4164273 rejected=146323 last=keep reason=rewritten
+[llm clean] completed=1844900 submitted=1844971 kept=4164369 rejected=146327 last=keep reason=rewritten
+[llm clean] completed=1845000 submitted=1845071 kept=4164468 rejected=146328 last=keep reason=rewritten
+[llm clean] completed=1845100 submitted=1845171 kept=4164566 rejected=146330 last=keep reason=rewritten
+[llm clean] completed=1845200 submitted=1845271 kept=4164663 rejected=146333 last=keep reason=rewritten
+[llm clean] completed=1845300 submitted=1845371 kept=4164760 rejected=146336 last=keep reason=rewritten
+[llm clean] completed=1845400 submitted=1845471 kept=4164850 rejected=146346 last=reject reason=The text is a disjointed list of historical events (a timeline) followed by unrelated metadata and a short news blurb ab
+[llm clean] completed=1845500 submitted=1845571 kept=4164949 rejected=146347 last=keep reason=rewritten
+[llm clean] completed=1845600 submitted=1845671 kept=4165048 rejected=146348 last=keep reason=rewritten
+[llm clean] completed=1845700 submitted=1845771 kept=4165146 rejected=146350 last=keep reason=rewritten
+[llm clean] completed=1845800 submitted=1845871 kept=4165244 rejected=146352 last=keep reason=rewritten
+[llm clean] completed=1845900 submitted=1845971 kept=4165343 rejected=146353 last=keep reason=rewritten
+[llm clean] completed=1846000 submitted=1846071 kept=4165440 rejected=146356 last=keep reason=rewritten
+[llm clean] completed=1846100 submitted=1846171 kept=4165537 rejected=146359 last=keep reason=rewritten
+[llm clean] completed=1846200 submitted=1846271 kept=4165637 rejected=146359 last=keep reason=rewritten
+[llm clean] completed=1846300 submitted=1846371 kept=4165716 rejected=146380 last=keep reason=rewritten
+[llm clean] completed=1846400 submitted=1846471 kept=4165807 rejected=146389 last=keep reason=rewritten
+[llm clean] completed=1846500 submitted=1846571 kept=4165907 rejected=146389 last=keep reason=rewritten
+[llm clean] completed=1846600 submitted=1846671 kept=4166003 rejected=146393 last=keep reason=rewritten
+[llm clean] completed=1846700 submitted=1846771 kept=4166102 rejected=146394 last=keep reason=rewritten
+[llm clean] completed=1846800 submitted=1846871 kept=4166200 rejected=146396 last=keep reason=rewritten
+[llm clean] completed=1846900 submitted=1846971 kept=4166300 rejected=146396 last=keep reason=rewritten
+[llm clean] completed=1847000 submitted=1847071 kept=4166399 rejected=146397 last=keep reason=rewritten
+[llm clean] completed=1847100 submitted=1847171 kept=4166495 rejected=146401 last=keep reason=rewritten
+[llm clean] completed=1847200 submitted=1847271 kept=4166591 rejected=146405 last=keep reason=rewritten
+[llm clean] completed=1847300 submitted=1847371 kept=4166689 rejected=146407 last=keep reason=rewritten
+[llm clean] completed=1847400 submitted=1847471 kept=4166788 rejected=146408 last=keep reason=rewritten
+[llm clean] completed=1847500 submitted=1847571 kept=4166886 rejected=146410 last=keep reason=rewritten
+[llm clean] completed=1847600 submitted=1847671 kept=4166981 rejected=146415 last=keep reason=rewritten
+[llm clean] completed=1847700 submitted=1847771 kept=4167060 rejected=146436 last=keep reason=rewritten
+[llm clean] completed=1847800 submitted=1847871 kept=4167159 rejected=146437 last=keep reason=rewritten
+[llm clean] completed=1847900 submitted=1847971 kept=4167257 rejected=146439 last=keep reason=rewritten
+[llm clean] completed=1848000 submitted=1848071 kept=4167355 rejected=146441 last=keep reason=rewritten
+[llm clean] completed=1848100 submitted=1848171 kept=4167452 rejected=146444 last=keep reason=rewritten
+[llm clean] completed=1848200 submitted=1848271 kept=4167548 rejected=146448 last=reject reason=The text consists almost entirely of a bibliography/reference list, followed by boilerplate website footer information, 
+[llm clean] completed=1848300 submitted=1848371 kept=4167648 rejected=146448 last=keep reason=rewritten
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+[llm clean] completed=1866600 submitted=1866671 kept=4185323 rejected=147073 last=reject reason=The text is primarily boilerplate, contact information, and promotional metadata for a YouTube channel and journalist, l
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+[llm clean] completed=1886300 submitted=1886371 kept=4204331 rejected=147765 last=reject reason=The text is a list of names, schools, and locations without meaningful context or narrative structure.
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+[llm clean] completed=1888500 submitted=1888571 kept=4206432 rejected=147864 last=reject reason=The input consists entirely of file paths, event IDs, and technical metadata strings (likely from a game's asset or even
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+[llm clean] completed=1890900 submitted=1890971 kept=4208760 rejected=147936 last=keep reason=rewritten
+[llm clean] completed=1891000 submitted=1891071 kept=4208859 rejected=147937 last=keep reason=rewritten
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+[llm clean] completed=1891300 submitted=1891371 kept=4209149 rejected=147947 last=keep reason=rewritten
+[llm clean] completed=1891400 submitted=1891471 kept=4209244 rejected=147952 last=reject reason=The text is a list of footnotes and citations, lacking coherent article-style prose structure.
+[llm clean] completed=1891500 submitted=1891571 kept=4209342 rejected=147954 last=keep reason=rewritten
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+[llm clean] completed=1892500 submitted=1892571 kept=4210287 rejected=148009 last=keep reason=rewritten
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+[llm clean] completed=1893100 submitted=1893171 kept=4210869 rejected=148027 last=keep reason=rewritten
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+[llm clean] completed=1893400 submitted=1893471 kept=4211164 rejected=148032 last=keep reason=rewritten
+[llm clean] completed=1893500 submitted=1893571 kept=4211258 rejected=148038 last=keep reason=rewritten
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+[llm clean] completed=1893900 submitted=1893971 kept=4211650 rejected=148046 last=keep reason=rewritten
+[llm clean] completed=1894000 submitted=1894071 kept=4211747 rejected=148049 last=keep reason=rewritten
+[llm clean] completed=1894100 submitted=1894171 kept=4211843 rejected=148053 last=keep reason=rewritten
+[llm clean] completed=1894200 submitted=1894271 kept=4211939 rejected=148057 last=keep reason=rewritten
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+[llm clean] completed=1894500 submitted=1894571 kept=4212235 rejected=148061 last=keep reason=rewritten
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+[llm clean] completed=1898200 submitted=1898271 kept=4215796 rejected=148200 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=1899900 submitted=1899971 kept=4217454 rejected=148242 last=keep reason=rewritten
+[llm clean] completed=1900000 submitted=1900071 kept=4217552 rejected=148244 last=keep reason=rewritten
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+[llm clean] completed=1900400 submitted=1900471 kept=4217936 rejected=148260 last=keep reason=rewritten
+[llm clean] completed=1900500 submitted=1900571 kept=4218034 rejected=148262 last=keep reason=rewritten
+[llm clean] completed=1900600 submitted=1900671 kept=4218125 rejected=148271 last=reject reason=The text is a list of article titles, authors, dates, URLs, and isolated comments (SEPP comments) without coherent narra
+[llm clean] completed=1900700 submitted=1900771 kept=4218217 rejected=148279 last=keep reason=rewritten
+[llm clean] completed=1900800 submitted=1900871 kept=4218316 rejected=148280 last=keep reason=rewritten
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+[llm clean] completed=1901700 submitted=1901771 kept=4219186 rejected=148310 last=keep reason=rewritten
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+[llm clean] completed=1901900 submitted=1901971 kept=4219386 rejected=148310 last=keep reason=rewritten
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+[llm clean] completed=1902100 submitted=1902171 kept=4219583 rejected=148313 last=keep reason=rewritten
+[llm clean] completed=1902200 submitted=1902271 kept=4219681 rejected=148315 last=reject reason=The text is primarily in Greek. The prompt requires rewriting into fluent English article-style prose. While the content
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+[llm clean] completed=1902400 submitted=1902471 kept=4219878 rejected=148318 last=keep reason=rewritten
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+[llm clean] completed=1906700 submitted=1906771 kept=4224046 rejected=148450 last=keep reason=rewritten
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+[llm clean] completed=1907900 submitted=1907971 kept=4225227 rejected=148469 last=keep reason=rewritten
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+[llm clean] completed=1909600 submitted=1909671 kept=4226873 rejected=148523 last=keep reason=rewritten
+[llm clean] completed=1909700 submitted=1909771 kept=4226972 rejected=148524 last=keep reason=rewritten
+[llm clean] completed=1909800 submitted=1909871 kept=4227068 rejected=148528 last=keep reason=rewritten
+[llm clean] completed=1909900 submitted=1909971 kept=4227158 rejected=148538 last=keep reason=rewritten
+[llm clean] completed=1910000 submitted=1910071 kept=4227258 rejected=148538 last=keep reason=rewritten
+[llm clean] completed=1910100 submitted=1910171 kept=4227352 rejected=148544 last=keep reason=rewritten
+[llm clean] completed=1910200 submitted=1910271 kept=4227450 rejected=148546 last=keep reason=rewritten
+[llm clean] completed=1910300 submitted=1910371 kept=4227545 rejected=148551 last=keep reason=rewritten
+[llm clean] completed=1910400 submitted=1910471 kept=4227645 rejected=148551 last=keep reason=rewritten
+[llm clean] completed=1910500 submitted=1910571 kept=4227742 rejected=148554 last=reject reason=The text is a disjointed collection of social media quotes, snarky commentary, and unrelated headlines. It lacks a coher
+[llm clean] completed=1910600 submitted=1910671 kept=4227841 rejected=148555 last=keep reason=rewritten
+[llm clean] completed=1910700 submitted=1910771 kept=4227933 rejected=148563 last=keep reason=rewritten
+[llm clean] completed=1910800 submitted=1910871 kept=4228029 rejected=148567 last=keep reason=rewritten
+[llm clean] completed=1910900 submitted=1910971 kept=4228126 rejected=148570 last=keep reason=rewritten
+[llm clean] completed=1911000 submitted=1911071 kept=4228207 rejected=148589 last=keep reason=rewritten
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+[llm clean] completed=1911300 submitted=1911371 kept=4228483 rejected=148613 last=keep reason=rewritten
+[llm clean] completed=1911400 submitted=1911471 kept=4228554 rejected=148642 last=reject reason=The input consists entirely of repeated dots and formatting artifacts, containing no meaningful text or coherent content
+[llm clean] completed=1911500 submitted=1911571 kept=4228649 rejected=148647 last=keep reason=rewritten
+[llm clean] completed=1911600 submitted=1911671 kept=4228749 rejected=148647 last=keep reason=rewritten
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+[llm clean] completed=1912000 submitted=1912071 kept=4229145 rejected=148651 last=keep reason=rewritten
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+[llm clean] completed=1912300 submitted=1912371 kept=4229431 rejected=148665 last=keep reason=rewritten
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+[llm clean] completed=1912500 submitted=1912571 kept=4229625 rejected=148671 last=keep reason=rewritten
+[llm clean] completed=1912600 submitted=1912671 kept=4229723 rejected=148673 last=keep reason=rewritten
+[llm clean] completed=1912700 submitted=1912771 kept=4229821 rejected=148675 last=keep reason=rewritten
+[llm clean] completed=1912800 submitted=1912871 kept=4229916 rejected=148680 last=keep reason=rewritten
+[llm clean] completed=1912900 submitted=1912971 kept=4230014 rejected=148682 last=keep reason=rewritten
+[llm clean] completed=1913000 submitted=1913071 kept=4230114 rejected=148682 last=keep reason=rewritten
+[llm clean] completed=1913100 submitted=1913171 kept=4230209 rejected=148687 last=keep reason=rewritten
+[llm clean] completed=1913200 submitted=1913271 kept=4230307 rejected=148689 last=keep reason=rewritten
+[llm clean] completed=1913300 submitted=1913371 kept=4230407 rejected=148689 last=keep reason=rewritten
+[llm clean] completed=1913400 submitted=1913471 kept=4230498 rejected=148698 last=keep reason=rewritten
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+[llm clean] completed=1914800 submitted=1914871 kept=4231849 rejected=148747 last=keep reason=rewritten
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+[llm clean] completed=1916300 submitted=1916371 kept=4233255 rejected=148841 last=keep reason=rewritten
+[llm clean] completed=1916400 submitted=1916471 kept=4233352 rejected=148844 last=keep reason=rewritten
+[llm clean] completed=1916500 submitted=1916571 kept=4233447 rejected=148849 last=keep reason=rewritten
+[llm clean] completed=1916600 submitted=1916671 kept=4233546 rejected=148850 last=keep reason=rewritten
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+[llm clean] completed=1917800 submitted=1917871 kept=4234680 rejected=148916 last=keep reason=rewritten
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+[llm clean] completed=1919100 submitted=1919171 kept=4235925 rejected=148971 last=reject reason=The text consists entirely of contact information, copyright notices, and subscription links for a specific column (Eart
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+[llm clean] completed=1921200 submitted=1921271 kept=4237973 rejected=149023 last=keep reason=rewritten
+[llm clean] completed=1921300 submitted=1921371 kept=4238069 rejected=149027 last=reject reason=The text is a fragmented collection of imageboard comments with significant repetition, metadata artifacts, and low-cont
+[llm clean] completed=1921400 submitted=1921471 kept=4238168 rejected=149028 last=keep reason=rewritten
+[llm clean] completed=1921500 submitted=1921571 kept=4238266 rejected=149030 last=keep reason=rewritten
+[llm clean] completed=1921600 submitted=1921671 kept=4238363 rejected=149033 last=keep reason=rewritten
+[llm clean] completed=1921700 submitted=1921771 kept=4238461 rejected=149035 last=reject reason=The text is primarily R code, data loading instructions, and dashboard configuration metadata rather than coherent artic
+[llm clean] completed=1921800 submitted=1921871 kept=4238556 rejected=149040 last=keep reason=rewritten
+[llm clean] completed=1921900 submitted=1921971 kept=4238650 rejected=149046 last=keep reason=rewritten
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+[llm clean] completed=1922300 submitted=1922371 kept=4239032 rejected=149064 last=keep reason=rewritten
+[llm clean] completed=1922400 submitted=1922471 kept=4239130 rejected=149066 last=reject reason=The text consists entirely of boilerplate, promotional links, and website UI elements (comments section, spam warnings, 
+[llm clean] completed=1922500 submitted=1922571 kept=4239230 rejected=149066 last=keep reason=rewritten
+[llm clean] completed=1922600 submitted=1922671 kept=4239328 rejected=149068 last=keep reason=rewritten
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+[llm clean] completed=1923600 submitted=1923671 kept=4240301 rejected=149095 last=keep reason=rewritten
+[llm clean] completed=1923700 submitted=1923771 kept=4240399 rejected=149097 last=keep reason=rewritten
+[llm clean] completed=1923800 submitted=1923871 kept=4240493 rejected=149103 last=keep reason=rewritten
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+[llm clean] completed=1924000 submitted=1924071 kept=4240693 rejected=149103 last=keep reason=rewritten
+[llm clean] completed=1924100 submitted=1924171 kept=4240793 rejected=149103 last=keep reason=rewritten
+[llm clean] completed=1924200 submitted=1924271 kept=4240888 rejected=149108 last=keep reason=rewritten
+[llm clean] completed=1924300 submitted=1924371 kept=4240983 rejected=149113 last=keep reason=rewritten
+[llm clean] completed=1924400 submitted=1924471 kept=4241083 rejected=149113 last=keep reason=rewritten
+[llm clean] completed=1924500 submitted=1924571 kept=4241181 rejected=149115 last=keep reason=rewritten
+[llm clean] completed=1924600 submitted=1924671 kept=4241276 rejected=149120 last=keep reason=rewritten
+[llm clean] completed=1924700 submitted=1924771 kept=4241360 rejected=149136 last=keep reason=rewritten
+[llm clean] completed=1924800 submitted=1924871 kept=4241457 rejected=149139 last=keep reason=rewritten
+[llm clean] completed=1924900 submitted=1924971 kept=4241551 rejected=149145 last=keep reason=rewritten
+[llm clean] completed=1925000 submitted=1925071 kept=4241651 rejected=149145 last=keep reason=rewritten
+[llm clean] completed=1925100 submitted=1925171 kept=4241749 rejected=149147 last=keep reason=rewritten
+[llm clean] completed=1925200 submitted=1925271 kept=4241848 rejected=149148 last=keep reason=rewritten
+[llm clean] completed=1925300 submitted=1925371 kept=4241945 rejected=149151 last=reject reason=The text is a short opinion piece or blog post excerpt heavily reliant on specific political commentary, includes a dona
+[llm clean] completed=1925400 submitted=1925471 kept=4242042 rejected=149154 last=keep reason=rewritten
+[llm clean] completed=1925500 submitted=1925571 kept=4242137 rejected=149159 last=reject reason=The text is a disjointed collection of political commentary, tweets, and unrelated anecdotes that lacks a coherent narra
+[llm clean] completed=1925600 submitted=1925671 kept=4242233 rejected=149163 last=reject reason=The text is a list of campaign ad titles and view counts without any surrounding context or narrative, making it impossi
+[llm clean] completed=1925700 submitted=1925771 kept=4242326 rejected=149170 last=keep reason=rewritten
+[llm clean] completed=1925800 submitted=1925871 kept=4242425 rejected=149171 last=keep reason=rewritten
+[llm clean] completed=1925900 submitted=1925971 kept=4242520 rejected=149176 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=1926000 submitted=1926071 kept=4242620 rejected=149176 last=keep reason=rewritten
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+[llm clean] completed=1926300 submitted=1926371 kept=4242895 rejected=149201 last=keep reason=rewritten
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+[llm clean] completed=1926500 submitted=1926571 kept=4243088 rejected=149208 last=keep reason=rewritten
+[llm clean] completed=1926600 submitted=1926671 kept=4243187 rejected=149209 last=keep reason=rewritten
+[llm clean] completed=1926700 submitted=1926771 kept=4243266 rejected=149230 last=keep reason=rewritten
+[llm clean] completed=1926800 submitted=1926871 kept=4243350 rejected=149246 last=reject reason=The text is a raw forum post dump containing repetitive user comments, metadata, navigation artifacts, and incoherent fr
+[llm clean] completed=1926900 submitted=1926971 kept=4243448 rejected=149248 last=keep reason=rewritten
+[llm clean] completed=1927000 submitted=1927071 kept=4243545 rejected=149251 last=keep reason=rewritten
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+[llm clean] completed=1933900 submitted=1933971 kept=4250274 rejected=149422 last=keep reason=rewritten
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+[llm clean] completed=1934400 submitted=1934471 kept=4250766 rejected=149430 last=keep reason=rewritten
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+[llm clean] completed=1934700 submitted=1934771 kept=4251060 rejected=149436 last=keep reason=rewritten
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+[llm clean] completed=1934900 submitted=1934971 kept=4251255 rejected=149441 last=keep reason=rewritten
+[llm clean] completed=1935000 submitted=1935071 kept=4251350 rejected=149446 last=keep reason=rewritten
+[llm clean] completed=1935100 submitted=1935171 kept=4251450 rejected=149446 last=keep reason=rewritten
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+[llm clean] completed=1935300 submitted=1935371 kept=4251648 rejected=149448 last=keep reason=rewritten
+[llm clean] completed=1935400 submitted=1935471 kept=4251748 rejected=149448 last=keep reason=rewritten
+[llm clean] completed=1935500 submitted=1935571 kept=4251844 rejected=149452 last=keep reason=rewritten
+[llm clean] completed=1935600 submitted=1935671 kept=4251942 rejected=149454 last=keep reason=rewritten
+[llm clean] completed=1935700 submitted=1935771 kept=4252038 rejected=149458 last=keep reason=rewritten
+[llm clean] completed=1935800 submitted=1935871 kept=4252137 rejected=149459 last=keep reason=rewritten
+[llm clean] completed=1935900 submitted=1935971 kept=4252236 rejected=149460 last=keep reason=rewritten
+[llm clean] completed=1936000 submitted=1936071 kept=4252332 rejected=149464 last=keep reason=rewritten
+[llm clean] completed=1936100 submitted=1936171 kept=4252430 rejected=149466 last=keep reason=rewritten
+[llm clean] completed=1936200 submitted=1936271 kept=4252525 rejected=149471 last=reject reason=The text is a series of highly misogynistic, hateful, and incoherent ranting points that do not form a coherent, meaning
+[llm clean] completed=1936300 submitted=1936371 kept=4252612 rejected=149484 last=keep reason=rewritten
+[llm clean] completed=1936400 submitted=1936471 kept=4252710 rejected=149486 last=keep reason=rewritten
+[llm clean] completed=1936500 submitted=1936571 kept=4252807 rejected=149489 last=keep reason=rewritten
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+[llm clean] completed=1936700 submitted=1936771 kept=4253001 rejected=149495 last=keep reason=rewritten
+[llm clean] completed=1936800 submitted=1936871 kept=4253096 rejected=149500 last=keep reason=rewritten
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+[llm clean] completed=1937600 submitted=1937671 kept=4253873 rejected=149523 last=keep reason=rewritten
+[llm clean] completed=1937700 submitted=1937771 kept=4253973 rejected=149523 last=keep reason=rewritten
+[llm clean] completed=1937800 submitted=1937871 kept=4254068 rejected=149528 last=keep reason=rewritten
+[llm clean] completed=1937900 submitted=1937971 kept=4254164 rejected=149532 last=keep reason=rewritten
+[llm clean] completed=1938000 submitted=1938071 kept=4254262 rejected=149534 last=keep reason=rewritten
+[llm clean] completed=1938100 submitted=1938171 kept=4254355 rejected=149541 last=keep reason=rewritten
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+[llm clean] completed=1938300 submitted=1938371 kept=4254547 rejected=149549 last=keep reason=rewritten
+[llm clean] completed=1938400 submitted=1938471 kept=4254645 rejected=149551 last=keep reason=rewritten
+[llm clean] completed=1938500 submitted=1938571 kept=4254744 rejected=149552 last=keep reason=rewritten
+[llm clean] completed=1938600 submitted=1938671 kept=4254842 rejected=149554 last=keep reason=rewritten
+[llm clean] completed=1938700 submitted=1938771 kept=4254941 rejected=149555 last=keep reason=rewritten
+[llm clean] completed=1938800 submitted=1938871 kept=4255040 rejected=149556 last=keep reason=rewritten
+[llm clean] completed=1938900 submitted=1938971 kept=4255138 rejected=149558 last=keep reason=rewritten
+[llm clean] completed=1939000 submitted=1939071 kept=4255238 rejected=149558 last=keep reason=rewritten
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+[llm clean] completed=1939200 submitted=1939271 kept=4255431 rejected=149565 last=keep reason=rewritten
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+[llm clean] completed=1939600 submitted=1939671 kept=4255825 rejected=149571 last=keep reason=rewritten
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+[llm clean] completed=1939800 submitted=1939871 kept=4256021 rejected=149575 last=keep reason=rewritten
+[llm clean] completed=1939900 submitted=1939971 kept=4256120 rejected=149576 last=keep reason=rewritten
+[llm clean] completed=1940000 submitted=1940071 kept=4256218 rejected=149578 last=keep reason=rewritten
+[llm clean] completed=1940100 submitted=1940171 kept=4256316 rejected=149580 last=keep reason=rewritten
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+[llm clean] completed=1940400 submitted=1940471 kept=4256604 rejected=149592 last=keep reason=rewritten
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+[llm clean] completed=1940600 submitted=1940671 kept=4256786 rejected=149610 last=keep reason=rewritten
+[llm clean] completed=1940700 submitted=1940771 kept=4256885 rejected=149611 last=keep reason=rewritten
+[llm clean] completed=1940800 submitted=1940871 kept=4256984 rejected=149612 last=keep reason=rewritten
+[llm clean] completed=1940900 submitted=1940971 kept=4257082 rejected=149614 last=keep reason=rewritten
+[llm clean] completed=1941000 submitted=1941071 kept=4257180 rejected=149616 last=keep reason=rewritten
+[llm clean] completed=1941100 submitted=1941171 kept=4257279 rejected=149617 last=keep reason=rewritten
+[llm clean] completed=1941200 submitted=1941271 kept=4257375 rejected=149621 last=keep reason=rewritten
+[llm clean] completed=1941300 submitted=1941371 kept=4257474 rejected=149622 last=keep reason=rewritten
+[llm clean] completed=1941400 submitted=1941471 kept=4257572 rejected=149624 last=keep reason=rewritten
+[llm clean] completed=1941500 submitted=1941571 kept=4257668 rejected=149628 last=reject reason=The text is a list of bibliographic citations and references, not coherent article-style prose.
+[llm clean] completed=1941600 submitted=1941671 kept=4257767 rejected=149629 last=keep reason=rewritten
+[llm clean] completed=1941700 submitted=1941771 kept=4257865 rejected=149631 last=keep reason=rewritten
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+[llm clean] completed=1942200 submitted=1942271 kept=4258343 rejected=149653 last=keep reason=rewritten
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+[llm clean] completed=1942500 submitted=1942571 kept=4258640 rejected=149656 last=keep reason=rewritten
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+[llm clean] completed=1942900 submitted=1942971 kept=4259015 rejected=149681 last=keep reason=rewritten
+[llm clean] completed=1943000 submitted=1943071 kept=4259112 rejected=149684 last=keep reason=rewritten
+[llm clean] completed=1943100 submitted=1943171 kept=4259208 rejected=149688 last=keep reason=rewritten
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+[llm clean] completed=1943300 submitted=1943371 kept=4259406 rejected=149690 last=keep reason=rewritten
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+[llm clean] completed=1943500 submitted=1943571 kept=4259588 rejected=149708 last=keep reason=rewritten
+[llm clean] completed=1943600 submitted=1943671 kept=4259684 rejected=149712 last=keep reason=rewritten
+[llm clean] completed=1943700 submitted=1943771 kept=4259782 rejected=149714 last=keep reason=rewritten
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+[llm clean] completed=1944000 submitted=1944071 kept=4260075 rejected=149721 last=keep reason=rewritten
+[llm clean] completed=1944100 submitted=1944171 kept=4260172 rejected=149724 last=keep reason=rewritten
+[llm clean] completed=1944200 submitted=1944271 kept=4260271 rejected=149725 last=keep reason=rewritten
+[llm clean] completed=1944300 submitted=1944371 kept=4260365 rejected=149731 last=keep reason=rewritten
+[llm clean] completed=1944400 submitted=1944471 kept=4260460 rejected=149736 last=keep reason=rewritten
+[llm clean] completed=1944500 submitted=1944571 kept=4260558 rejected=149738 last=keep reason=rewritten
+[llm clean] completed=1944600 submitted=1944671 kept=4260658 rejected=149738 last=keep reason=rewritten
+[llm clean] completed=1944700 submitted=1944771 kept=4260757 rejected=149739 last=keep reason=rewritten
+[llm clean] completed=1944800 submitted=1944871 kept=4260852 rejected=149744 last=keep reason=rewritten
+[llm clean] completed=1944900 submitted=1944971 kept=4260949 rejected=149747 last=keep reason=rewritten
+[llm clean] completed=1945000 submitted=1945071 kept=4261047 rejected=149749 last=keep reason=rewritten
+[llm clean] completed=1945100 submitted=1945171 kept=4261146 rejected=149750 last=keep reason=rewritten
+[llm clean] completed=1945200 submitted=1945271 kept=4261228 rejected=149768 last=keep reason=rewritten
+[llm clean] completed=1945300 submitted=1945371 kept=4261327 rejected=149769 last=keep reason=rewritten
+[llm clean] completed=1945400 submitted=1945471 kept=4261424 rejected=149772 last=keep reason=rewritten
+[llm clean] completed=1945500 submitted=1945571 kept=4261509 rejected=149787 last=reject reason=The text is primarily email headers, mailing list metadata, and a patch diff, which lacks coherent article-style prose s
+[llm clean] completed=1945600 submitted=1945671 kept=4261603 rejected=149793 last=reject reason=The input is a list of article titles and authors, which falls under the category of rosters/lists of names/titles that 
+[llm clean] completed=1945700 submitted=1945771 kept=4261701 rejected=149795 last=keep reason=rewritten
+[llm clean] completed=1945800 submitted=1945871 kept=4261798 rejected=149798 last=keep reason=rewritten
+[llm clean] completed=1945900 submitted=1945971 kept=4261893 rejected=149803 last=keep reason=rewritten
+[llm clean] completed=1946000 submitted=1946071 kept=4261991 rejected=149805 last=keep reason=rewritten
+[llm clean] completed=1946100 submitted=1946171 kept=4262090 rejected=149806 last=keep reason=rewritten
+[llm clean] completed=1946200 submitted=1946271 kept=4262188 rejected=149808 last=keep reason=rewritten
+[llm clean] completed=1946300 submitted=1946371 kept=4262284 rejected=149812 last=keep reason=rewritten
+[llm clean] completed=1946400 submitted=1946471 kept=4262380 rejected=149816 last=keep reason=rewritten
+[llm clean] completed=1946500 submitted=1946571 kept=4262477 rejected=149819 last=keep reason=rewritten
+[llm clean] completed=1946600 submitted=1946671 kept=4262562 rejected=149834 last=keep reason=rewritten
+[llm clean] completed=1946700 submitted=1946771 kept=4262662 rejected=149834 last=keep reason=rewritten
+[llm clean] completed=1946800 submitted=1946871 kept=4262762 rejected=149834 last=keep reason=rewritten
+[llm clean] completed=1946900 submitted=1946971 kept=4262861 rejected=149835 last=keep reason=rewritten
+[llm clean] completed=1947000 submitted=1947071 kept=4262961 rejected=149835 last=keep reason=rewritten
+[llm clean] completed=1947100 submitted=1947171 kept=4263058 rejected=149838 last=keep reason=rewritten
+[llm clean] completed=1947200 submitted=1947271 kept=4263156 rejected=149840 last=keep reason=rewritten
+[llm clean] completed=1947300 submitted=1947371 kept=4263256 rejected=149840 last=keep reason=rewritten
+[llm clean] completed=1947400 submitted=1947471 kept=4263339 rejected=149857 last=reject reason=The text is a collection of quotes, links, and metadata from a blog post rather than a coherent article. It lacks a narr
+[llm clean] completed=1947500 submitted=1947571 kept=4263436 rejected=149860 last=keep reason=rewritten
+[llm clean] completed=1947600 submitted=1947671 kept=4263525 rejected=149871 last=keep reason=rewritten
+[llm clean] completed=1947700 submitted=1947771 kept=4263624 rejected=149872 last=keep reason=rewritten
+[llm clean] completed=1947800 submitted=1947871 kept=4263720 rejected=149876 last=keep reason=rewritten
+[llm clean] completed=1947900 submitted=1947971 kept=4263819 rejected=149877 last=keep reason=rewritten
+[llm clean] completed=1948000 submitted=1948071 kept=4263915 rejected=149881 last=keep reason=rewritten
+[llm clean] completed=1948100 submitted=1948171 kept=4264006 rejected=149890 last=keep reason=rewritten
+[llm clean] completed=1948200 submitted=1948271 kept=4264105 rejected=149891 last=keep reason=rewritten
+[llm clean] completed=1948300 submitted=1948371 kept=4264202 rejected=149894 last=keep reason=rewritten
+[llm clean] completed=1948400 submitted=1948471 kept=4264301 rejected=149895 last=keep reason=rewritten
+[llm clean] completed=1948500 submitted=1948571 kept=4264394 rejected=149902 last=keep reason=rewritten
+[llm clean] completed=1948600 submitted=1948671 kept=4264489 rejected=149907 last=keep reason=rewritten
+[llm clean] completed=1948700 submitted=1948771 kept=4264588 rejected=149908 last=keep reason=rewritten
+[llm clean] completed=1948800 submitted=1948871 kept=4264687 rejected=149909 last=keep reason=rewritten
+[llm clean] completed=1948900 submitted=1948971 kept=4264771 rejected=149925 last=reject reason=The text is raw, broken PHP code containing database queries, file system operations, and logic for managing inmate reco
+[llm clean] completed=1949000 submitted=1949071 kept=4264864 rejected=149932 last=keep reason=rewritten
+[llm clean] completed=1949100 submitted=1949171 kept=4264959 rejected=149937 last=keep reason=rewritten
+[llm clean] completed=1949200 submitted=1949271 kept=4265055 rejected=149941 last=keep reason=rewritten
+[llm clean] completed=1949300 submitted=1949371 kept=4265155 rejected=149941 last=keep reason=rewritten
+[llm clean] completed=1949400 submitted=1949471 kept=4265249 rejected=149947 last=keep reason=rewritten
+[llm clean] completed=1949500 submitted=1949571 kept=4265348 rejected=149948 last=keep reason=rewritten
+[llm clean] completed=1949600 submitted=1949671 kept=4265448 rejected=149948 last=keep reason=rewritten
+[llm clean] completed=1949700 submitted=1949771 kept=4265548 rejected=149948 last=keep reason=rewritten
+[llm clean] completed=1949800 submitted=1949871 kept=4265643 rejected=149953 last=keep reason=rewritten
+[llm clean] completed=1949900 submitted=1949971 kept=4265737 rejected=149959 last=keep reason=rewritten
+[llm clean] completed=1950000 submitted=1950071 kept=4265835 rejected=149961 last=keep reason=rewritten
+[llm clean] completed=1950100 submitted=1950171 kept=4265917 rejected=149979 last=keep reason=rewritten
+[llm clean] completed=1950200 submitted=1950271 kept=4266013 rejected=149983 last=keep reason=rewritten
+[llm clean] completed=1950300 submitted=1950371 kept=4266111 rejected=149985 last=keep reason=rewritten
+[llm clean] completed=1950400 submitted=1950471 kept=4266206 rejected=149990 last=keep reason=rewritten
+[llm clean] completed=1950500 submitted=1950571 kept=4266304 rejected=149992 last=keep reason=rewritten
+[llm clean] completed=1950600 submitted=1950671 kept=4266400 rejected=149996 last=keep reason=rewritten
+[llm clean] completed=1950700 submitted=1950771 kept=4266499 rejected=149997 last=keep reason=rewritten
+[llm clean] completed=1950800 submitted=1950871 kept=4266593 rejected=150003 last=keep reason=rewritten
+[llm clean] completed=1950900 submitted=1950971 kept=4266691 rejected=150005 last=keep reason=rewritten
+[llm clean] completed=1951000 submitted=1951071 kept=4266790 rejected=150006 last=keep reason=rewritten
+[llm clean] completed=1951100 submitted=1951171 kept=4266890 rejected=150006 last=keep reason=rewritten
+[llm clean] completed=1951200 submitted=1951271 kept=4266990 rejected=150006 last=keep reason=rewritten
+[llm clean] completed=1951300 submitted=1951371 kept=4267089 rejected=150007 last=keep reason=rewritten
+[llm clean] completed=1951400 submitted=1951471 kept=4267183 rejected=150013 last=keep reason=rewritten
+[llm clean] completed=1951500 submitted=1951571 kept=4267279 rejected=150017 last=reject reason=The text consists of fragmented captions, navigation labels, and a single sentence about a mission concept, lacking cohe
+[llm clean] completed=1951600 submitted=1951671 kept=4267377 rejected=150019 last=keep reason=rewritten
+[llm clean] completed=1951700 submitted=1951771 kept=4267463 rejected=150033 last=keep reason=rewritten
+[llm clean] completed=1951800 submitted=1951871 kept=4267554 rejected=150042 last=keep reason=rewritten
+[llm clean] completed=1951900 submitted=1951971 kept=4267650 rejected=150046 last=reject reason=The text is a highly biased, conspiratorial, and inflammatory polemic containing hate speech tropes, antisemitic rhetori
+[llm clean] completed=1952000 submitted=1952071 kept=4267743 rejected=150053 last=keep reason=rewritten
+[llm clean] completed=1952100 submitted=1952171 kept=4267834 rejected=150062 last=keep reason=rewritten
+[llm clean] completed=1952200 submitted=1952271 kept=4267933 rejected=150063 last=keep reason=rewritten
+[llm clean] completed=1952300 submitted=1952371 kept=4268030 rejected=150066 last=keep reason=rewritten
+[llm clean] completed=1952400 submitted=1952471 kept=4268121 rejected=150075 last=keep reason=rewritten
+[llm clean] completed=1952500 submitted=1952571 kept=4268218 rejected=150078 last=keep reason=rewritten
+[llm clean] completed=1952600 submitted=1952671 kept=4268316 rejected=150080 last=reject reason=The text is a collection of disjointed tweets, social media fragments, and unrelated commentary without a coherent narra
+[llm clean] completed=1952700 submitted=1952771 kept=4268415 rejected=150081 last=keep reason=rewritten
+[llm clean] completed=1952800 submitted=1952871 kept=4268515 rejected=150081 last=keep reason=rewritten
+[llm clean] completed=1952900 submitted=1952971 kept=4268611 rejected=150085 last=keep reason=rewritten
+[llm clean] completed=1953000 submitted=1953071 kept=4268707 rejected=150089 last=keep reason=rewritten
+[llm clean] completed=1953100 submitted=1953171 kept=4268805 rejected=150091 last=keep reason=rewritten
+[llm clean] completed=1953200 submitted=1953271 kept=4268904 rejected=150092 last=keep reason=rewritten
+[llm clean] completed=1953300 submitted=1953371 kept=4269000 rejected=150096 last=keep reason=rewritten
+[llm clean] completed=1953400 submitted=1953471 kept=4269098 rejected=150098 last=keep reason=rewritten
+[llm clean] completed=1953500 submitted=1953571 kept=4269196 rejected=150100 last=keep reason=rewritten
+[llm clean] completed=1953600 submitted=1953671 kept=4269294 rejected=150102 last=keep reason=rewritten
+[llm clean] completed=1953700 submitted=1953771 kept=4269393 rejected=150103 last=keep reason=rewritten
+[llm clean] completed=1953800 submitted=1953871 kept=4269490 rejected=150106 last=keep reason=rewritten
+[llm clean] completed=1953900 submitted=1953971 kept=4269587 rejected=150109 last=keep reason=rewritten
+[llm clean] completed=1954000 submitted=1954071 kept=4269681 rejected=150115 last=keep reason=rewritten
+[llm clean] completed=1954100 submitted=1954171 kept=4269778 rejected=150118 last=keep reason=rewritten
+[llm clean] completed=1954200 submitted=1954271 kept=4269876 rejected=150120 last=keep reason=rewritten
+[llm clean] completed=1954300 submitted=1954371 kept=4269974 rejected=150122 last=keep reason=rewritten
+[llm clean] completed=1954400 submitted=1954471 kept=4270072 rejected=150124 last=keep reason=rewritten
+[llm clean] completed=1954500 submitted=1954571 kept=4270171 rejected=150125 last=keep reason=rewritten
+[llm clean] completed=1954600 submitted=1954671 kept=4270268 rejected=150128 last=keep reason=rewritten
+[llm clean] completed=1954700 submitted=1954771 kept=4270368 rejected=150128 last=keep reason=rewritten
+[llm clean] completed=1954800 submitted=1954871 kept=4270465 rejected=150131 last=keep reason=rewritten
+[llm clean] completed=1954900 submitted=1954971 kept=4270564 rejected=150132 last=keep reason=rewritten
+[llm clean] completed=1955000 submitted=1955071 kept=4270661 rejected=150135 last=keep reason=rewritten
+[llm clean] completed=1955100 submitted=1955171 kept=4270759 rejected=150137 last=keep reason=rewritten
+[llm clean] completed=1955200 submitted=1955271 kept=4270859 rejected=150137 last=keep reason=rewritten
+[llm clean] completed=1955300 submitted=1955371 kept=4270954 rejected=150142 last=keep reason=rewritten
+[llm clean] completed=1955400 submitted=1955471 kept=4271051 rejected=150145 last=keep reason=rewritten
+[llm clean] completed=1955500 submitted=1955571 kept=4271150 rejected=150146 last=keep reason=rewritten
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+[llm clean] completed=1955700 submitted=1955771 kept=4271345 rejected=150151 last=keep reason=rewritten
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+[llm clean] completed=1955900 submitted=1955971 kept=4271543 rejected=150153 last=keep reason=rewritten
+[llm clean] completed=1956000 submitted=1956071 kept=4271642 rejected=150154 last=keep reason=rewritten
+[llm clean] completed=1956100 submitted=1956171 kept=4271737 rejected=150159 last=keep reason=rewritten
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+[llm clean] completed=1956400 submitted=1956471 kept=4272026 rejected=150170 last=keep reason=rewritten
+[llm clean] completed=1956500 submitted=1956571 kept=4272125 rejected=150171 last=keep reason=rewritten
+[llm clean] completed=1956600 submitted=1956671 kept=4272223 rejected=150173 last=keep reason=rewritten
+[llm clean] completed=1956700 submitted=1956771 kept=4272321 rejected=150175 last=keep reason=rewritten
+[llm clean] completed=1956800 submitted=1956871 kept=4272420 rejected=150176 last=keep reason=rewritten
+[llm clean] completed=1956900 submitted=1956971 kept=4272512 rejected=150184 last=keep reason=rewritten
+[llm clean] completed=1957000 submitted=1957071 kept=4272610 rejected=150186 last=keep reason=rewritten
+[llm clean] completed=1957100 submitted=1957171 kept=4272702 rejected=150194 last=keep reason=rewritten
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+[llm clean] completed=1957300 submitted=1957371 kept=4272889 rejected=150207 last=keep reason=rewritten
+[llm clean] completed=1957400 submitted=1957471 kept=4272989 rejected=150207 last=keep reason=rewritten
+[llm clean] completed=1957500 submitted=1957571 kept=4273086 rejected=150210 last=keep reason=rewritten
+[llm clean] completed=1957600 submitted=1957671 kept=4273185 rejected=150211 last=keep reason=rewritten
+[llm clean] completed=1957700 submitted=1957771 kept=4273281 rejected=150215 last=keep reason=rewritten
+[llm clean] completed=1957800 submitted=1957871 kept=4273381 rejected=150215 last=keep reason=rewritten
+[llm clean] completed=1957900 submitted=1957971 kept=4273479 rejected=150217 last=keep reason=rewritten
+[llm clean] completed=1958000 submitted=1958070 kept=4273578 rejected=150218 last=keep reason=rewritten
+[llm clean] completed=1958100 submitted=1958171 kept=4273676 rejected=150220 last=keep reason=rewritten
+[llm clean] completed=1958200 submitted=1958271 kept=4273775 rejected=150221 last=keep reason=rewritten
+[llm clean] completed=1958300 submitted=1958371 kept=4273870 rejected=150226 last=keep reason=rewritten
+[llm clean] completed=1958400 submitted=1958471 kept=4273970 rejected=150226 last=keep reason=rewritten
+[llm clean] completed=1958500 submitted=1958571 kept=4274069 rejected=150227 last=keep reason=rewritten
+[llm clean] completed=1958600 submitted=1958671 kept=4274169 rejected=150227 last=keep reason=rewritten
+[llm clean] completed=1958700 submitted=1958771 kept=4274269 rejected=150227 last=keep reason=rewritten
+[llm clean] completed=1958800 submitted=1958870 kept=4274369 rejected=150227 last=keep reason=rewritten
+[llm clean] completed=1958900 submitted=1958971 kept=4274469 rejected=150227 last=keep reason=rewritten
+[llm clean] completed=1959000 submitted=1959071 kept=4274562 rejected=150234 last=keep reason=rewritten
+[llm clean] completed=1959100 submitted=1959171 kept=4274661 rejected=150235 last=keep reason=rewritten
+[llm clean] completed=1959200 submitted=1959271 kept=4274759 rejected=150237 last=keep reason=rewritten
+[llm clean] completed=1959300 submitted=1959371 kept=4274854 rejected=150242 last=keep reason=rewritten
+[llm clean] completed=1959400 submitted=1959471 kept=4274952 rejected=150244 last=reject reason=The text is primarily R code snippets, technical instructions, and metadata related to a programming tutorial or blog po
+[llm clean] completed=1959500 submitted=1959571 kept=4275051 rejected=150245 last=keep reason=rewritten
+[llm clean] completed=1959600 submitted=1959671 kept=4275148 rejected=150248 last=keep reason=rewritten
+[llm clean] completed=1959700 submitted=1959771 kept=4275241 rejected=150255 last=keep reason=rewritten
+[llm clean] completed=1959800 submitted=1959871 kept=4275338 rejected=150258 last=keep reason=rewritten
+[llm clean] completed=1959900 submitted=1959971 kept=4275437 rejected=150259 last=keep reason=rewritten
+[llm clean] completed=1960000 submitted=1960071 kept=4275536 rejected=150260 last=keep reason=rewritten
+[llm clean] completed=1960100 submitted=1960171 kept=4275636 rejected=150260 last=keep reason=rewritten
+[llm clean] completed=1960200 submitted=1960271 kept=4275735 rejected=150261 last=keep reason=rewritten
+[llm clean] completed=1960300 submitted=1960371 kept=4275835 rejected=150261 last=keep reason=rewritten
+[llm clean] completed=1960400 submitted=1960471 kept=4275932 rejected=150264 last=keep reason=rewritten
+[llm clean] completed=1960500 submitted=1960571 kept=4276031 rejected=150265 last=keep reason=rewritten
+[llm clean] completed=1960600 submitted=1960671 kept=4276131 rejected=150265 last=keep reason=rewritten
+[llm clean] completed=1960700 submitted=1960771 kept=4276231 rejected=150265 last=keep reason=rewritten
+[llm clean] completed=1960800 submitted=1960871 kept=4276329 rejected=150267 last=keep reason=rewritten
+[llm clean] completed=1960900 submitted=1960971 kept=4276428 rejected=150268 last=keep reason=rewritten
+[llm clean] completed=1961000 submitted=1961071 kept=4276524 rejected=150272 last=keep reason=rewritten
+[llm clean] completed=1961100 submitted=1961171 kept=4276620 rejected=150276 last=keep reason=rewritten
+[llm clean] completed=1961200 submitted=1961271 kept=4276720 rejected=150276 last=keep reason=rewritten
+[llm clean] completed=1961300 submitted=1961371 kept=4276819 rejected=150277 last=keep reason=rewritten
+[llm clean] completed=1961400 submitted=1961471 kept=4276916 rejected=150280 last=keep reason=rewritten
+[llm clean] completed=1961500 submitted=1961571 kept=4277012 rejected=150284 last=keep reason=rewritten
+[llm clean] completed=1961600 submitted=1961671 kept=4277112 rejected=150284 last=keep reason=rewritten
+[llm clean] completed=1961700 submitted=1961771 kept=4277212 rejected=150284 last=keep reason=rewritten
+[llm clean] completed=1961800 submitted=1961871 kept=4277301 rejected=150295 last=keep reason=rewritten
+[llm clean] completed=1961900 submitted=1961971 kept=4277397 rejected=150299 last=keep reason=rewritten
+[llm clean] completed=1962000 submitted=1962071 kept=4277493 rejected=150303 last=keep reason=rewritten
+[llm clean] completed=1962100 submitted=1962171 kept=4277591 rejected=150305 last=keep reason=rewritten
+[llm clean] completed=1962200 submitted=1962271 kept=4277677 rejected=150319 last=keep reason=rewritten
+[llm clean] completed=1962300 submitted=1962371 kept=4277769 rejected=150327 last=keep reason=rewritten
+[llm clean] completed=1962400 submitted=1962471 kept=4277868 rejected=150328 last=keep reason=rewritten
+[llm clean] completed=1962500 submitted=1962571 kept=4277965 rejected=150331 last=keep reason=rewritten
+[llm clean] completed=1962600 submitted=1962671 kept=4278054 rejected=150342 last=keep reason=rewritten
+[llm clean] completed=1962700 submitted=1962771 kept=4278150 rejected=150346 last=keep reason=rewritten
+[llm clean] completed=1962800 submitted=1962871 kept=4278245 rejected=150351 last=keep reason=rewritten
+[llm clean] completed=1962900 submitted=1962970 kept=4278345 rejected=150351 last=keep reason=rewritten
+[llm clean] completed=1963000 submitted=1963071 kept=4278439 rejected=150357 last=keep reason=rewritten
+[llm clean] completed=1963100 submitted=1963171 kept=4278537 rejected=150359 last=keep reason=rewritten
+[llm clean] completed=1963200 submitted=1963271 kept=4278628 rejected=150368 last=keep reason=rewritten
+[llm clean] completed=1963300 submitted=1963371 kept=4278728 rejected=150368 last=keep reason=rewritten
+[llm clean] completed=1963400 submitted=1963471 kept=4278823 rejected=150373 last=keep reason=rewritten
+[llm clean] completed=1963500 submitted=1963571 kept=4278921 rejected=150375 last=keep reason=rewritten
+[llm clean] completed=1963600 submitted=1963671 kept=4279021 rejected=150375 last=keep reason=rewritten
+[llm clean] completed=1963700 submitted=1963771 kept=4279119 rejected=150377 last=keep reason=rewritten
+[llm clean] completed=1963800 submitted=1963871 kept=4279218 rejected=150378 last=keep reason=rewritten
+[llm clean] completed=1963900 submitted=1963971 kept=4279316 rejected=150380 last=keep reason=rewritten
+[llm clean] completed=1964000 submitted=1964070 kept=4279414 rejected=150382 last=keep reason=rewritten
+[llm clean] completed=1964100 submitted=1964171 kept=4279509 rejected=150387 last=keep reason=rewritten
+[llm clean] completed=1964200 submitted=1964271 kept=4279602 rejected=150394 last=reject reason=The text is a fragmented list of medical guidelines, criteria, and references without coherent prose structure, making i
+[llm clean] completed=1964300 submitted=1964371 kept=4279699 rejected=150397 last=keep reason=rewritten
+[llm clean] completed=1964400 submitted=1964471 kept=4279796 rejected=150400 last=keep reason=rewritten
+[llm clean] completed=1964500 submitted=1964571 kept=4279893 rejected=150403 last=reject reason=The text is primarily a collection of user comments, metadata, and navigation artifacts from a review site, rather than 
+[llm clean] completed=1964600 submitted=1964671 kept=4279990 rejected=150406 last=keep reason=rewritten
+[llm clean] completed=1964700 submitted=1964771 kept=4280087 rejected=150409 last=keep reason=rewritten
+[llm clean] completed=1964800 submitted=1964871 kept=4280186 rejected=150410 last=keep reason=rewritten
+[llm clean] completed=1964900 submitted=1964971 kept=4280285 rejected=150411 last=keep reason=rewritten
+[llm clean] completed=1965000 submitted=1965071 kept=4280381 rejected=150415 last=keep reason=rewritten
+[llm clean] completed=1965100 submitted=1965171 kept=4280476 rejected=150420 last=keep reason=rewritten
+[llm clean] completed=1965200 submitted=1965271 kept=4280571 rejected=150425 last=keep reason=rewritten
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+[llm clean] completed=1965700 submitted=1965771 kept=4281053 rejected=150443 last=reject reason=The text is a raw, unstructured dump of forum comments with significant repetition, user profile metadata, and low-conte
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+[llm clean] completed=1969900 submitted=1969971 kept=4285140 rejected=150556 last=reject reason=The text is a fragmented list of file descriptions and technical notes without coherent prose structure, resembling a di
+[llm clean] completed=1970000 submitted=1970071 kept=4285237 rejected=150559 last=keep reason=rewritten
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+[llm clean] completed=1971700 submitted=1971771 kept=4286863 rejected=150633 last=keep reason=rewritten
+[llm clean] completed=1971800 submitted=1971871 kept=4286953 rejected=150643 last=reject reason=The text is a list of credits, names, and roles for a game modification (Europa Barbarorum II). It consists mostly of na
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+[llm clean] completed=1973400 submitted=1973471 kept=4288502 rejected=150694 last=reject reason=The text consists of song lyrics with chord markers (C, G, F) and repetitive structures, which does not constitute coher
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+[llm clean] completed=1975800 submitted=1975871 kept=4290832 rejected=150764 last=reject reason=clean_chars<300
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+[llm clean] completed=1976100 submitted=1976171 kept=4291130 rejected=150766 last=keep reason=rewritten
+[llm clean] completed=1976200 submitted=1976271 kept=4291227 rejected=150769 last=reject reason=The text is a fragmented collection of forum comments, user metadata, navigation links, and repetitive phrases that lack
+[llm clean] completed=1976300 submitted=1976371 kept=4291323 rejected=150773 last=keep reason=rewritten
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+[llm clean] completed=1977100 submitted=1977171 kept=4292100 rejected=150796 last=reject reason=The text is a list of links and descriptions for web design resources, lacking coherent article-style prose structure.
+[llm clean] completed=1977200 submitted=1977271 kept=4292197 rejected=150799 last=keep reason=rewritten
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+[llm clean] completed=1979800 submitted=1979871 kept=4294718 rejected=150878 last=keep reason=rewritten
+[llm clean] completed=1979900 submitted=1979971 kept=4294817 rejected=150879 last=reject reason=The text is a disjointed collection of forum comments, user metadata, repetitive spam, and unrelated links. It lacks a c
+[llm clean] completed=1980000 submitted=1980071 kept=4294898 rejected=150898 last=keep reason=rewritten
+[llm clean] completed=1980100 submitted=1980171 kept=4294997 rejected=150899 last=keep reason=rewritten
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+[llm clean] completed=1980300 submitted=1980371 kept=4295189 rejected=150907 last=keep reason=rewritten
+[llm clean] completed=1980400 submitted=1980471 kept=4295280 rejected=150916 last=reject reason=The text is a list of comic book product descriptions, credits, and metadata (titles, authors, artists, release dates, p
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+[llm clean] completed=1988300 submitted=1988371 kept=4302923 rejected=151173 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=2015500 submitted=2015571 kept=4329004 rejected=152292 last=reject reason=The text is a satirical or fictional piece using absurd pseudo-scientific terminology ('kafirometers', 'kafirology', 'ku
+[llm clean] completed=2015600 submitted=2015671 kept=4329103 rejected=152293 last=keep reason=rewritten
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+[llm clean] completed=2018000 submitted=2018071 kept=4331390 rejected=152406 last=keep reason=rewritten
+[llm clean] completed=2018100 submitted=2018171 kept=4331488 rejected=152408 last=reject reason=The text is a fragmented email signature, mailing list footer, and unrelated configuration snippets with no coherent art
+[llm clean] completed=2018200 submitted=2018271 kept=4331579 rejected=152417 last=keep reason=rewritten
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+[llm clean] completed=2023800 submitted=2023871 kept=4337018 rejected=152578 last=keep reason=rewritten
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+[llm clean] completed=2024700 submitted=2024771 kept=4337890 rejected=152606 last=keep reason=rewritten
+[llm clean] completed=2024800 submitted=2024871 kept=4337988 rejected=152608 last=keep reason=rewritten
+[llm clean] completed=2024900 submitted=2024971 kept=4338086 rejected=152610 last=keep reason=rewritten
+[llm clean] completed=2025000 submitted=2025071 kept=4338169 rejected=152627 last=keep reason=rewritten
+[llm clean] completed=2025100 submitted=2025171 kept=4338266 rejected=152630 last=keep reason=rewritten
+[llm clean] completed=2025200 submitted=2025271 kept=4338363 rejected=152633 last=keep reason=rewritten
+[llm clean] completed=2025300 submitted=2025371 kept=4338441 rejected=152655 last=keep reason=rewritten
+[llm clean] completed=2025400 submitted=2025471 kept=4338537 rejected=152659 last=keep reason=rewritten
+[llm clean] completed=2025500 submitted=2025571 kept=4338637 rejected=152659 last=keep reason=rewritten
+[llm clean] completed=2025600 submitted=2025671 kept=4338737 rejected=152659 last=keep reason=rewritten
+[llm clean] completed=2025700 submitted=2025771 kept=4338834 rejected=152662 last=reject reason=The text is a mix of a conspiracy theory anecdote, a VPN advertisement, and a long list of unrelated, often disturbing o
+[llm clean] completed=2025800 submitted=2025871 kept=4338934 rejected=152662 last=keep reason=rewritten
+[llm clean] completed=2025900 submitted=2025971 kept=4339028 rejected=152668 last=keep reason=rewritten
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+[llm clean] completed=2026300 submitted=2026371 kept=4339423 rejected=152673 last=keep reason=rewritten
+[llm clean] completed=2026400 submitted=2026471 kept=4339517 rejected=152679 last=reject reason=The text is a fragmented list of academic citations and references with extraction artifacts, not coherent prose.
+[llm clean] completed=2026500 submitted=2026571 kept=4339614 rejected=152682 last=keep reason=rewritten
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+[llm clean] completed=2030800 submitted=2030871 kept=4343816 rejected=152780 last=keep reason=rewritten
+[llm clean] completed=2030900 submitted=2030971 kept=4343910 rejected=152786 last=keep reason=rewritten
+[llm clean] completed=2031000 submitted=2031071 kept=4344007 rejected=152789 last=keep reason=rewritten
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+[llm clean] completed=2031300 submitted=2031371 kept=4344303 rejected=152793 last=keep reason=rewritten
+[llm clean] completed=2031400 submitted=2031471 kept=4344399 rejected=152797 last=keep reason=rewritten
+[llm clean] completed=2031500 submitted=2031571 kept=4344498 rejected=152798 last=keep reason=rewritten
+[llm clean] completed=2031600 submitted=2031671 kept=4344592 rejected=152804 last=keep reason=rewritten
+[llm clean] completed=2031700 submitted=2031771 kept=4344690 rejected=152806 last=keep reason=rewritten
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+[llm clean] completed=2031900 submitted=2031971 kept=4344887 rejected=152809 last=keep reason=rewritten
+[llm clean] completed=2032000 submitted=2032071 kept=4344985 rejected=152811 last=keep reason=rewritten
+[llm clean] completed=2032100 submitted=2032170 kept=4345080 rejected=152816 last=keep reason=rewritten
+[llm clean] completed=2032200 submitted=2032271 kept=4345180 rejected=152816 last=keep reason=rewritten
+[llm clean] completed=2032300 submitted=2032371 kept=4345280 rejected=152816 last=keep reason=rewritten
+[llm clean] completed=2032400 submitted=2032471 kept=4345379 rejected=152817 last=keep reason=rewritten
+[llm clean] completed=2032500 submitted=2032571 kept=4345477 rejected=152819 last=keep reason=rewritten
+[llm clean] completed=2032600 submitted=2032671 kept=4345577 rejected=152819 last=keep reason=rewritten
+[llm clean] completed=2032700 submitted=2032770 kept=4345663 rejected=152833 last=reject reason=The text is a list of comic book and graphic novel solicitations, product descriptions, and metadata (credits, prices, r
+[llm clean] completed=2032800 submitted=2032871 kept=4345761 rejected=152835 last=keep reason=rewritten
+[llm clean] completed=2032900 submitted=2032971 kept=4345859 rejected=152837 last=keep reason=rewritten
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+[llm clean] completed=2033200 submitted=2033271 kept=4346155 rejected=152841 last=keep reason=rewritten
+[llm clean] completed=2033300 submitted=2033371 kept=4346247 rejected=152849 last=keep reason=rewritten
+[llm clean] completed=2033400 submitted=2033471 kept=4346346 rejected=152850 last=keep reason=rewritten
+[llm clean] completed=2033500 submitted=2033571 kept=4346444 rejected=152852 last=reject reason=The text is primarily a collection of user comments, navigation artifacts, and metadata from a web forum, with only a br
+[llm clean] completed=2033600 submitted=2033671 kept=4346537 rejected=152859 last=keep reason=rewritten
+[llm clean] completed=2033700 submitted=2033771 kept=4346632 rejected=152864 last=keep reason=rewritten
+[llm clean] completed=2033800 submitted=2033871 kept=4346724 rejected=152872 last=keep reason=rewritten
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+[llm clean] completed=2034000 submitted=2034071 kept=4346920 rejected=152876 last=keep reason=rewritten
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+[llm clean] completed=2034300 submitted=2034371 kept=4347212 rejected=152884 last=keep reason=rewritten
+[llm clean] completed=2034400 submitted=2034471 kept=4347310 rejected=152886 last=keep reason=rewritten
+[llm clean] completed=2034500 submitted=2034571 kept=4347405 rejected=152891 last=keep reason=rewritten
+[llm clean] completed=2034600 submitted=2034671 kept=4347505 rejected=152891 last=keep reason=rewritten
+[llm clean] completed=2034700 submitted=2034771 kept=4347602 rejected=152894 last=keep reason=rewritten
+[llm clean] completed=2034800 submitted=2034871 kept=4347695 rejected=152901 last=keep reason=rewritten
+[llm clean] completed=2034900 submitted=2034971 kept=4347794 rejected=152902 last=keep reason=rewritten
+[llm clean] completed=2035000 submitted=2035071 kept=4347893 rejected=152903 last=keep reason=rewritten
+[llm clean] completed=2035100 submitted=2035171 kept=4347984 rejected=152912 last=keep reason=rewritten
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+[llm clean] completed=2047100 submitted=2047171 kept=4359632 rejected=153264 last=reject reason=The text is a disjointed collection of forum comments, chat logs, and isolated reactions to various sports games (Texas,
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+[llm clean] completed=2088900 submitted=2088971 kept=4400021 rejected=154675 last=reject reason=The text is a fragmented list of technical specifications, abbreviations, and examples for a music notation or search sy
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+[llm clean] completed=2097400 submitted=2097471 kept=4408232 rejected=154964 last=keep reason=rewritten
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+[llm clean] completed=2097900 submitted=2097971 kept=4408714 rejected=154982 last=reject reason=The text is a list of comic book solicitations, metadata, and promotional blurbs with no coherent narrative or article-s
+[llm clean] completed=2098000 submitted=2098071 kept=4408802 rejected=154994 last=keep reason=rewritten
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+[llm clean] completed=2100300 submitted=2100371 kept=4411022 rejected=155074 last=keep reason=rewritten
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+[llm clean] completed=2100600 submitted=2100671 kept=4411313 rejected=155083 last=keep reason=rewritten
+[llm clean] completed=2100700 submitted=2100771 kept=4411412 rejected=155084 last=keep reason=rewritten
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+[llm clean] completed=2101200 submitted=2101271 kept=4411884 rejected=155112 last=keep reason=rewritten
+[llm clean] completed=2101300 submitted=2101371 kept=4411978 rejected=155118 last=reject reason=The text is a list of academic citations with brief annotations/abstracts. It lacks a coherent narrative structure and r
+[llm clean] completed=2101400 submitted=2101471 kept=4412054 rejected=155142 last=keep reason=rewritten
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+[llm clean] completed=2101700 submitted=2101771 kept=4412334 rejected=155162 last=keep reason=rewritten
+[llm clean] completed=2101800 submitted=2101871 kept=4412430 rejected=155166 last=reject reason=The text consists almost entirely of boilerplate corporate information, legal disclaimers, press release metadata, and f
+[llm clean] completed=2101900 submitted=2101971 kept=4412530 rejected=155166 last=keep reason=rewritten
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+[llm clean] completed=2108900 submitted=2108971 kept=4419335 rejected=155361 last=reject reason=The input is a list of dictionary definitions and glossary entries, not a coherent article or prose passage.
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+[llm clean] completed=2114600 submitted=2114671 kept=4424839 rejected=155557 last=reject reason=The input is a list of API endpoint URLs with no meaningful prose, context, or narrative structure.
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+[llm clean] completed=2118300 submitted=2118371 kept=4428420 rejected=155676 last=reject reason=The text is a fragmented, incoherent rant about alleged censorship on YouTube and Voat, lacking coherent narrative struc
+[llm clean] completed=2118400 submitted=2118471 kept=4428514 rejected=155682 last=keep reason=rewritten
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+[llm clean] completed=2121400 submitted=2121471 kept=4431452 rejected=155744 last=reject reason=The text is mostly boilerplate, navigation labels, and metadata (e.g., 'Read our before commenting', 'Like this: Like Lo
+[llm clean] completed=2121500 submitted=2121571 kept=4431548 rejected=155748 last=keep reason=rewritten
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+[llm clean] completed=2123000 submitted=2123071 kept=4432993 rejected=155803 last=keep reason=rewritten
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+[llm clean] completed=2123400 submitted=2123471 kept=4433370 rejected=155826 last=keep reason=rewritten
+[llm clean] completed=2123500 submitted=2123571 kept=4433468 rejected=155828 last=reject reason=The text is a conspiracy theory rant with no coherent factual basis, structured as a series of repetitive 'Watch as' com
+[llm clean] completed=2123600 submitted=2123671 kept=4433562 rejected=155834 last=keep reason=rewritten
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+[llm clean] completed=2129500 submitted=2129571 kept=4439262 rejected=156034 last=keep reason=rewritten
+[llm clean] completed=2129600 submitted=2129671 kept=4439360 rejected=156036 last=keep reason=rewritten
+[llm clean] completed=2129700 submitted=2129771 kept=4439458 rejected=156038 last=keep reason=rewritten
+[llm clean] completed=2129800 submitted=2129871 kept=4439557 rejected=156039 last=keep reason=rewritten
+[llm clean] completed=2129900 submitted=2129971 kept=4439654 rejected=156042 last=keep reason=rewritten
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+[llm clean] completed=2130100 submitted=2130171 kept=4439853 rejected=156043 last=keep reason=rewritten
+[llm clean] completed=2130200 submitted=2130271 kept=4439945 rejected=156051 last=keep reason=rewritten
+[llm clean] completed=2130300 submitted=2130371 kept=4440039 rejected=156057 last=keep reason=rewritten
+[llm clean] completed=2130400 submitted=2130471 kept=4440135 rejected=156061 last=keep reason=rewritten
+[llm clean] completed=2130500 submitted=2130571 kept=4440235 rejected=156061 last=keep reason=rewritten
+[llm clean] completed=2130600 submitted=2130671 kept=4440330 rejected=156066 last=keep reason=rewritten
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+[llm clean] completed=2130800 submitted=2130871 kept=4440521 rejected=156075 last=keep reason=rewritten
+[llm clean] completed=2130900 submitted=2130971 kept=4440618 rejected=156078 last=keep reason=rewritten
+[llm clean] completed=2131000 submitted=2131071 kept=4440713 rejected=156083 last=keep reason=rewritten
+[llm clean] completed=2131100 submitted=2131171 kept=4440810 rejected=156086 last=keep reason=rewritten
+[llm clean] completed=2131200 submitted=2131271 kept=4440907 rejected=156089 last=keep reason=rewritten
+[llm clean] completed=2131300 submitted=2131371 kept=4441003 rejected=156093 last=reject reason=The text is primarily a list of technical specifications and product features for a vaping device, lacking coherent arti
+[llm clean] completed=2131400 submitted=2131471 kept=4441098 rejected=156098 last=keep reason=rewritten
+[llm clean] completed=2131500 submitted=2131571 kept=4441198 rejected=156098 last=keep reason=rewritten
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+[llm clean] completed=2133000 submitted=2133071 kept=4442610 rejected=156186 last=keep reason=rewritten
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+[llm clean] completed=2133200 submitted=2133271 kept=4442809 rejected=156187 last=keep reason=rewritten
+[llm clean] completed=2133300 submitted=2133371 kept=4442906 rejected=156190 last=keep reason=rewritten
+[llm clean] completed=2133400 submitted=2133471 kept=4443002 rejected=156194 last=keep reason=rewritten
+[llm clean] completed=2133500 submitted=2133571 kept=4443099 rejected=156197 last=keep reason=rewritten
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+[llm clean] completed=2133700 submitted=2133771 kept=4443295 rejected=156201 last=keep reason=rewritten
+[llm clean] completed=2133800 submitted=2133871 kept=4443392 rejected=156204 last=keep reason=rewritten
+[llm clean] completed=2133900 submitted=2133971 kept=4443483 rejected=156213 last=keep reason=rewritten
+[llm clean] completed=2134000 submitted=2134071 kept=4443582 rejected=156214 last=keep reason=rewritten
+[llm clean] completed=2134100 submitted=2134171 kept=4443681 rejected=156215 last=keep reason=rewritten
+[llm clean] completed=2134200 submitted=2134271 kept=4443780 rejected=156216 last=keep reason=rewritten
+[llm clean] completed=2134300 submitted=2134371 kept=4443877 rejected=156219 last=keep reason=rewritten
+[llm clean] completed=2134400 submitted=2134471 kept=4443977 rejected=156219 last=keep reason=rewritten
+[llm clean] completed=2134500 submitted=2134571 kept=4444054 rejected=156242 last=keep reason=rewritten
+[llm clean] completed=2134600 submitted=2134671 kept=4444150 rejected=156246 last=keep reason=rewritten
+[llm clean] completed=2134700 submitted=2134771 kept=4444249 rejected=156247 last=keep reason=rewritten
+[llm clean] completed=2134800 submitted=2134871 kept=4444345 rejected=156251 last=keep reason=rewritten
+[llm clean] completed=2134900 submitted=2134971 kept=4444443 rejected=156253 last=keep reason=rewritten
+[llm clean] completed=2135000 submitted=2135071 kept=4444533 rejected=156263 last=keep reason=rewritten
+[llm clean] completed=2135100 submitted=2135171 kept=4444632 rejected=156264 last=keep reason=rewritten
+[llm clean] completed=2135200 submitted=2135271 kept=4444730 rejected=156266 last=keep reason=rewritten
+[llm clean] completed=2135300 submitted=2135371 kept=4444830 rejected=156266 last=keep reason=rewritten
+[llm clean] completed=2135400 submitted=2135471 kept=4444930 rejected=156266 last=keep reason=rewritten
+[llm clean] completed=2135500 submitted=2135571 kept=4445022 rejected=156274 last=keep reason=rewritten
+[llm clean] completed=2135600 submitted=2135671 kept=4445120 rejected=156276 last=keep reason=rewritten
+[llm clean] completed=2135700 submitted=2135771 kept=4445219 rejected=156277 last=keep reason=rewritten
+[llm clean] completed=2135800 submitted=2135871 kept=4445315 rejected=156281 last=keep reason=rewritten
+[llm clean] completed=2135900 submitted=2135971 kept=4445408 rejected=156288 last=reject reason=The text is primarily a legal statute excerpt (10 U.S.C. § 311) accompanied by boilerplate disclaimers and metadata from
+[llm clean] completed=2136000 submitted=2136071 kept=4445502 rejected=156294 last=keep reason=rewritten
+[llm clean] completed=2136100 submitted=2136171 kept=4445601 rejected=156295 last=keep reason=rewritten
+[llm clean] completed=2136200 submitted=2136271 kept=4445700 rejected=156296 last=keep reason=rewritten
+[llm clean] completed=2136300 submitted=2136371 kept=4445794 rejected=156302 last=keep reason=rewritten
+[llm clean] completed=2136400 submitted=2136471 kept=4445892 rejected=156304 last=keep reason=rewritten
+[llm clean] completed=2136500 submitted=2136571 kept=4445990 rejected=156306 last=keep reason=rewritten
+[llm clean] completed=2136600 submitted=2136671 kept=4446084 rejected=156312 last=keep reason=rewritten
+[llm clean] completed=2136700 submitted=2136771 kept=4446181 rejected=156315 last=keep reason=rewritten
+[llm clean] completed=2136800 submitted=2136871 kept=4446279 rejected=156317 last=keep reason=rewritten
+[llm clean] completed=2136900 submitted=2136971 kept=4446374 rejected=156322 last=keep reason=rewritten
+[llm clean] completed=2137000 submitted=2137071 kept=4446469 rejected=156327 last=keep reason=rewritten
+[llm clean] completed=2137100 submitted=2137171 kept=4446555 rejected=156341 last=keep reason=rewritten
+[llm clean] completed=2137200 submitted=2137271 kept=4446650 rejected=156346 last=keep reason=rewritten
+[llm clean] completed=2137300 submitted=2137371 kept=4446749 rejected=156347 last=keep reason=rewritten
+[llm clean] completed=2137400 submitted=2137471 kept=4446845 rejected=156351 last=keep reason=rewritten
+[llm clean] completed=2137500 submitted=2137571 kept=4446942 rejected=156354 last=keep reason=rewritten
+[llm clean] completed=2137600 submitted=2137671 kept=4447040 rejected=156356 last=reject reason=The text is a raw dump of forum comments, user metadata, and navigation artifacts without coherent article-style prose s
+[llm clean] completed=2137700 submitted=2137771 kept=4447131 rejected=156365 last=keep reason=rewritten
+[llm clean] completed=2137800 submitted=2137871 kept=4447229 rejected=156367 last=keep reason=rewritten
+[llm clean] completed=2137900 submitted=2137971 kept=4447327 rejected=156369 last=keep reason=rewritten
+[llm clean] completed=2138000 submitted=2138071 kept=4447423 rejected=156373 last=keep reason=rewritten
+[llm clean] completed=2138100 submitted=2138171 kept=4447520 rejected=156376 last=keep reason=rewritten
+[llm clean] completed=2138200 submitted=2138271 kept=4447619 rejected=156377 last=keep reason=rewritten
+[llm clean] completed=2138300 submitted=2138371 kept=4447718 rejected=156378 last=reject reason=The text consists entirely of boilerplate, navigation links, contact information, and metadata with no coherent article-
+[llm clean] completed=2138400 submitted=2138471 kept=4447817 rejected=156379 last=keep reason=rewritten
+[llm clean] completed=2138500 submitted=2138571 kept=4447915 rejected=156381 last=keep reason=rewritten
+[llm clean] completed=2138600 submitted=2138671 kept=4448014 rejected=156382 last=keep reason=rewritten
+[llm clean] completed=2138700 submitted=2138771 kept=4448110 rejected=156386 last=keep reason=rewritten
+[llm clean] completed=2138800 submitted=2138871 kept=4448207 rejected=156389 last=keep reason=rewritten
+[llm clean] completed=2138900 submitted=2138971 kept=4448305 rejected=156391 last=keep reason=rewritten
+[llm clean] completed=2139000 submitted=2139071 kept=4448400 rejected=156396 last=keep reason=rewritten
+[llm clean] completed=2139100 submitted=2139171 kept=4448497 rejected=156399 last=keep reason=rewritten
+[llm clean] completed=2139200 submitted=2139271 kept=4448593 rejected=156403 last=keep reason=rewritten
+[llm clean] completed=2139300 submitted=2139371 kept=4448691 rejected=156405 last=keep reason=rewritten
+[llm clean] completed=2139400 submitted=2139471 kept=4448790 rejected=156406 last=keep reason=rewritten
+[llm clean] completed=2139500 submitted=2139571 kept=4448886 rejected=156410 last=keep reason=rewritten
+[llm clean] completed=2139600 submitted=2139671 kept=4448982 rejected=156414 last=keep reason=rewritten
+[llm clean] completed=2139700 submitted=2139771 kept=4449081 rejected=156415 last=keep reason=rewritten
+[llm clean] completed=2139800 submitted=2139871 kept=4449178 rejected=156418 last=keep reason=rewritten
+[llm clean] completed=2139900 submitted=2139971 kept=4449278 rejected=156418 last=keep reason=rewritten
+[llm clean] completed=2140000 submitted=2140071 kept=4449378 rejected=156418 last=keep reason=rewritten
+[llm clean] completed=2140100 submitted=2140171 kept=4449475 rejected=156421 last=keep reason=rewritten
+[llm clean] completed=2140200 submitted=2140271 kept=4449572 rejected=156424 last=keep reason=rewritten
+[llm clean] completed=2140300 submitted=2140371 kept=4449670 rejected=156426 last=keep reason=rewritten
+[llm clean] completed=2140400 submitted=2140471 kept=4449768 rejected=156428 last=keep reason=rewritten
+[llm clean] completed=2140500 submitted=2140571 kept=4449868 rejected=156428 last=keep reason=rewritten
+[llm clean] completed=2140600 submitted=2140671 kept=4449962 rejected=156434 last=keep reason=rewritten
+[llm clean] completed=2140700 submitted=2140771 kept=4450059 rejected=156437 last=keep reason=rewritten
+[llm clean] completed=2140800 submitted=2140871 kept=4450157 rejected=156439 last=keep reason=rewritten
+[llm clean] completed=2140900 submitted=2140971 kept=4450256 rejected=156440 last=keep reason=rewritten
+[llm clean] completed=2141000 submitted=2141071 kept=4450352 rejected=156444 last=keep reason=rewritten
+[llm clean] completed=2141100 submitted=2141171 kept=4450447 rejected=156449 last=keep reason=rewritten
+[llm clean] completed=2141200 submitted=2141271 kept=4450538 rejected=156458 last=keep reason=rewritten
+[llm clean] completed=2141300 submitted=2141371 kept=4450636 rejected=156460 last=keep reason=rewritten
+[llm clean] completed=2141400 submitted=2141471 kept=4450734 rejected=156462 last=keep reason=rewritten
+[llm clean] completed=2141500 submitted=2141571 kept=4450834 rejected=156462 last=keep reason=rewritten
+[llm clean] completed=2141600 submitted=2141671 kept=4450929 rejected=156467 last=keep reason=rewritten
+[llm clean] completed=2141700 submitted=2141771 kept=4451028 rejected=156468 last=keep reason=rewritten
+[llm clean] completed=2141800 submitted=2141871 kept=4451127 rejected=156469 last=keep reason=rewritten
+[llm clean] completed=2141900 submitted=2141971 kept=4451226 rejected=156470 last=keep reason=rewritten
+[llm clean] completed=2142000 submitted=2142071 kept=4451325 rejected=156471 last=keep reason=rewritten
+[llm clean] completed=2142100 submitted=2142171 kept=4451423 rejected=156473 last=keep reason=rewritten
+[llm clean] completed=2142200 submitted=2142271 kept=4451522 rejected=156474 last=keep reason=rewritten
+[llm clean] completed=2142300 submitted=2142371 kept=4451620 rejected=156476 last=keep reason=rewritten
+[llm clean] completed=2142400 submitted=2142471 kept=4451719 rejected=156477 last=keep reason=rewritten
+[llm clean] completed=2142500 submitted=2142571 kept=4451816 rejected=156480 last=keep reason=rewritten
+[llm clean] completed=2142600 submitted=2142671 kept=4451915 rejected=156481 last=keep reason=rewritten
+[llm clean] completed=2142700 submitted=2142771 kept=4452012 rejected=156484 last=keep reason=rewritten
+[llm clean] completed=2142800 submitted=2142871 kept=4452111 rejected=156485 last=keep reason=rewritten
+[llm clean] completed=2142900 submitted=2142971 kept=4452208 rejected=156488 last=keep reason=rewritten
+[llm clean] completed=2143000 submitted=2143071 kept=4452306 rejected=156490 last=keep reason=rewritten
+[llm clean] completed=2143100 submitted=2143171 kept=4452403 rejected=156493 last=keep reason=rewritten
+[llm clean] completed=2143200 submitted=2143271 kept=4452495 rejected=156501 last=keep reason=rewritten
+[llm clean] completed=2143300 submitted=2143371 kept=4452593 rejected=156503 last=keep reason=rewritten
+[llm clean] completed=2143400 submitted=2143471 kept=4452690 rejected=156506 last=keep reason=rewritten
+[llm clean] completed=2143500 submitted=2143571 kept=4452786 rejected=156510 last=keep reason=rewritten
+[llm clean] completed=2143600 submitted=2143671 kept=4452883 rejected=156513 last=keep reason=rewritten
+[llm clean] completed=2143700 submitted=2143771 kept=4452980 rejected=156516 last=keep reason=rewritten
+[llm clean] completed=2143800 submitted=2143871 kept=4453077 rejected=156519 last=keep reason=rewritten
+[llm clean] completed=2143900 submitted=2143971 kept=4453176 rejected=156520 last=keep reason=rewritten
+[llm clean] completed=2144000 submitted=2144071 kept=4453274 rejected=156522 last=keep reason=rewritten
+[llm clean] completed=2144100 submitted=2144171 kept=4453372 rejected=156524 last=keep reason=rewritten
+[llm clean] completed=2144200 submitted=2144271 kept=4453452 rejected=156544 last=keep reason=rewritten
+[llm clean] completed=2144300 submitted=2144371 kept=4453550 rejected=156546 last=keep reason=rewritten
+[llm clean] completed=2144400 submitted=2144471 kept=4453649 rejected=156547 last=keep reason=rewritten
+[llm clean] completed=2144500 submitted=2144571 kept=4453749 rejected=156547 last=keep reason=rewritten
+[llm clean] completed=2144600 submitted=2144670 kept=4453845 rejected=156551 last=keep reason=rewritten
+[llm clean] completed=2144700 submitted=2144771 kept=4453944 rejected=156552 last=keep reason=rewritten
+[llm clean] completed=2144800 submitted=2144871 kept=4454039 rejected=156557 last=keep reason=rewritten
+[llm clean] completed=2144900 submitted=2144971 kept=4454125 rejected=156571 last=reject reason=The text is a list of book titles, authors, and publication years (a bibliography or catalog entry) without any surround
+[llm clean] completed=2145000 submitted=2145071 kept=4454202 rejected=156594 last=keep reason=rewritten
+[llm clean] completed=2145100 submitted=2145171 kept=4454301 rejected=156595 last=keep reason=rewritten
+[llm clean] completed=2145200 submitted=2145271 kept=4454398 rejected=156598 last=keep reason=rewritten
+[llm clean] completed=2145300 submitted=2145371 kept=4454493 rejected=156603 last=keep reason=rewritten
+[llm clean] completed=2145400 submitted=2145471 kept=4454591 rejected=156605 last=keep reason=rewritten
+[llm clean] completed=2145500 submitted=2145571 kept=4454689 rejected=156607 last=keep reason=rewritten
+[llm clean] completed=2145600 submitted=2145671 kept=4454787 rejected=156609 last=keep reason=rewritten
+[llm clean] completed=2145700 submitted=2145771 kept=4454885 rejected=156611 last=keep reason=rewritten
+[llm clean] completed=2145800 submitted=2145871 kept=4454981 rejected=156615 last=keep reason=rewritten
+[llm clean] completed=2145900 submitted=2145971 kept=4455076 rejected=156620 last=keep reason=rewritten
+[llm clean] completed=2146000 submitted=2146071 kept=4455176 rejected=156620 last=keep reason=rewritten
+[llm clean] completed=2146100 submitted=2146171 kept=4455275 rejected=156621 last=keep reason=rewritten
+[llm clean] completed=2146200 submitted=2146271 kept=4455373 rejected=156623 last=keep reason=rewritten
+[llm clean] completed=2146300 submitted=2146371 kept=4455471 rejected=156625 last=keep reason=rewritten
+[llm clean] completed=2146400 submitted=2146471 kept=4455565 rejected=156631 last=keep reason=rewritten
+[llm clean] completed=2146500 submitted=2146571 kept=4455662 rejected=156634 last=keep reason=rewritten
+[llm clean] completed=2146600 submitted=2146671 kept=4455758 rejected=156638 last=keep reason=rewritten
+[llm clean] completed=2146700 submitted=2146771 kept=4455851 rejected=156645 last=keep reason=rewritten
+[llm clean] completed=2146800 submitted=2146871 kept=4455951 rejected=156645 last=keep reason=rewritten
+[llm clean] completed=2146900 submitted=2146971 kept=4456047 rejected=156649 last=keep reason=rewritten
+[llm clean] completed=2147000 submitted=2147071 kept=4456143 rejected=156653 last=keep reason=rewritten
+[llm clean] completed=2147100 submitted=2147171 kept=4456242 rejected=156654 last=keep reason=rewritten
+[llm clean] completed=2147200 submitted=2147271 kept=4456340 rejected=156656 last=keep reason=rewritten
+[llm clean] completed=2147300 submitted=2147371 kept=4456437 rejected=156659 last=keep reason=rewritten
+[llm clean] completed=2147400 submitted=2147471 kept=4456534 rejected=156662 last=keep reason=rewritten
+[llm clean] completed=2147500 submitted=2147571 kept=4456633 rejected=156663 last=keep reason=rewritten
+[llm clean] completed=2147600 submitted=2147671 kept=4456730 rejected=156666 last=keep reason=rewritten
+[llm clean] completed=2147700 submitted=2147771 kept=4456828 rejected=156668 last=keep reason=rewritten
+[llm clean] completed=2147800 submitted=2147871 kept=4456917 rejected=156679 last=keep reason=rewritten
+[llm clean] completed=2147900 submitted=2147971 kept=4457017 rejected=156679 last=keep reason=rewritten
+[llm clean] completed=2148000 submitted=2148071 kept=4457117 rejected=156679 last=keep reason=rewritten
+[llm clean] completed=2148100 submitted=2148171 kept=4457213 rejected=156683 last=keep reason=rewritten
+[llm clean] completed=2148200 submitted=2148271 kept=4457310 rejected=156686 last=keep reason=rewritten
+[llm clean] completed=2148300 submitted=2148371 kept=4457410 rejected=156686 last=keep reason=rewritten
+[llm clean] completed=2148400 submitted=2148471 kept=4457509 rejected=156687 last=keep reason=rewritten
+[llm clean] completed=2148500 submitted=2148571 kept=4457608 rejected=156688 last=keep reason=rewritten
+[llm clean] completed=2148600 submitted=2148671 kept=4457708 rejected=156688 last=keep reason=rewritten
+[llm clean] completed=2148700 submitted=2148771 kept=4457805 rejected=156691 last=keep reason=rewritten
+[llm clean] completed=2148800 submitted=2148871 kept=4457904 rejected=156692 last=keep reason=rewritten
+[llm clean] completed=2148900 submitted=2148971 kept=4458003 rejected=156693 last=keep reason=rewritten
+[llm clean] completed=2149000 submitted=2149071 kept=4458103 rejected=156693 last=keep reason=rewritten
+[llm clean] completed=2149100 submitted=2149171 kept=4458198 rejected=156698 last=reject reason=The text is primarily a list of names, ages, and circumstances of death (a roster), followed by a short, highly opiniona
+[llm clean] completed=2149200 submitted=2149271 kept=4458296 rejected=156700 last=keep reason=rewritten
+[llm clean] completed=2149300 submitted=2149371 kept=4458393 rejected=156703 last=keep reason=rewritten
+[llm clean] completed=2149400 submitted=2149471 kept=4458492 rejected=156704 last=keep reason=rewritten
+[llm clean] completed=2149500 submitted=2149571 kept=4458589 rejected=156707 last=keep reason=rewritten
+[llm clean] completed=2149600 submitted=2149671 kept=4458688 rejected=156708 last=keep reason=rewritten
+[llm clean] completed=2149700 submitted=2149771 kept=4458786 rejected=156710 last=keep reason=rewritten
+[llm clean] completed=2149800 submitted=2149871 kept=4458881 rejected=156715 last=keep reason=rewritten
+[llm clean] completed=2149900 submitted=2149971 kept=4458978 rejected=156718 last=keep reason=rewritten
+[llm clean] completed=2150000 submitted=2150070 kept=4459076 rejected=156720 last=keep reason=rewritten
+[llm clean] completed=2150100 submitted=2150171 kept=4459176 rejected=156720 last=keep reason=rewritten
+[llm clean] completed=2150200 submitted=2150271 kept=4459272 rejected=156724 last=keep reason=rewritten
+[llm clean] completed=2150300 submitted=2150371 kept=4459369 rejected=156727 last=keep reason=rewritten
+[llm clean] completed=2150400 submitted=2150471 kept=4459468 rejected=156728 last=keep reason=rewritten
+[llm clean] completed=2150500 submitted=2150571 kept=4459563 rejected=156733 last=keep reason=rewritten
+[llm clean] completed=2150600 submitted=2150671 kept=4459658 rejected=156738 last=keep reason=rewritten
+[llm clean] completed=2150700 submitted=2150771 kept=4459738 rejected=156758 last=keep reason=rewritten
+[llm clean] completed=2150800 submitted=2150871 kept=4459833 rejected=156763 last=keep reason=rewritten
+[llm clean] completed=2150900 submitted=2150971 kept=4459932 rejected=156764 last=keep reason=rewritten
+[llm clean] completed=2151000 submitted=2151071 kept=4460031 rejected=156765 last=keep reason=rewritten
+[llm clean] completed=2151100 submitted=2151171 kept=4460125 rejected=156771 last=keep reason=rewritten
+[llm clean] completed=2151200 submitted=2151271 kept=4460224 rejected=156772 last=keep reason=rewritten
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+[llm clean] completed=2151600 submitted=2151671 kept=4460616 rejected=156780 last=reject reason=The text is a mix of a short philosophical excerpt, book pricing/discount instructions, donation acknowledgments, a test
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+[llm clean] completed=2160900 submitted=2160971 kept=4469538 rejected=157158 last=reject reason=The text is a raw, unstructured list of survey options, time intervals, and form fields without coherent prose or meanin
+[llm clean] completed=2161000 submitted=2161071 kept=4469630 rejected=157166 last=keep reason=rewritten
+[llm clean] completed=2161100 submitted=2161171 kept=4469728 rejected=157168 last=keep reason=rewritten
+[llm clean] completed=2161200 submitted=2161271 kept=4469827 rejected=157169 last=reject reason=The text is a list of road closures, parking restrictions, and bus detours with no narrative context or article-style pr
+[llm clean] completed=2161300 submitted=2161371 kept=4469924 rejected=157172 last=keep reason=rewritten
+[llm clean] completed=2161400 submitted=2161471 kept=4470022 rejected=157174 last=keep reason=rewritten
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+[llm clean] completed=2161800 submitted=2161871 kept=4470407 rejected=157189 last=keep reason=rewritten
+[llm clean] completed=2161900 submitted=2161971 kept=4470500 rejected=157196 last=reject reason=The text is a highly incoherent, fragmented transcript with severe speech-to-text errors, broken sentences, and unrelate
+[llm clean] completed=2162000 submitted=2162071 kept=4470599 rejected=157197 last=keep reason=rewritten
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+[llm clean] completed=2164000 submitted=2164071 kept=4472535 rejected=157261 last=keep reason=rewritten
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+[llm clean] completed=2164500 submitted=2164571 kept=4473022 rejected=157274 last=keep reason=rewritten
+[llm clean] completed=2164600 submitted=2164671 kept=4473106 rejected=157290 last=reject reason=The input is a JSON fragment containing structured data (category groups, brand names, URLs, and metadata) rather than c
+[llm clean] completed=2164700 submitted=2164771 kept=4473202 rejected=157294 last=keep reason=rewritten
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+[llm clean] completed=2166500 submitted=2166571 kept=4474954 rejected=157342 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=2172800 submitted=2172871 kept=4481091 rejected=157505 last=reject reason=The text is heavily biased, opinionated commentary with a clear political agenda, containing inflammatory language and n
+[llm clean] completed=2172900 submitted=2172971 kept=4481183 rejected=157513 last=keep reason=rewritten
+[llm clean] completed=2173000 submitted=2173071 kept=4481279 rejected=157517 last=keep reason=rewritten
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+[llm clean] completed=2174600 submitted=2174671 kept=4482835 rejected=157561 last=keep reason=rewritten
+[llm clean] completed=2174700 submitted=2174771 kept=4482932 rejected=157564 last=keep reason=rewritten
+[llm clean] completed=2174800 submitted=2174871 kept=4483030 rejected=157566 last=keep reason=rewritten
+[llm clean] completed=2174900 submitted=2174971 kept=4483128 rejected=157568 last=keep reason=rewritten
+[llm clean] completed=2175000 submitted=2175071 kept=4483227 rejected=157569 last=keep reason=rewritten
+[llm clean] completed=2175100 submitted=2175171 kept=4483321 rejected=157575 last=keep reason=rewritten
+[llm clean] completed=2175200 submitted=2175271 kept=4483419 rejected=157577 last=keep reason=rewritten
+[llm clean] completed=2175300 submitted=2175371 kept=4483516 rejected=157580 last=keep reason=rewritten
+[llm clean] completed=2175400 submitted=2175471 kept=4483612 rejected=157584 last=keep reason=rewritten
+[llm clean] completed=2175500 submitted=2175571 kept=4483709 rejected=157587 last=keep reason=rewritten
+[llm clean] completed=2175600 submitted=2175671 kept=4483804 rejected=157592 last=keep reason=rewritten
+[llm clean] completed=2175700 submitted=2175771 kept=4483900 rejected=157596 last=keep reason=rewritten
+[llm clean] completed=2175800 submitted=2175871 kept=4483995 rejected=157601 last=keep reason=rewritten
+[llm clean] completed=2175900 submitted=2175971 kept=4484089 rejected=157607 last=keep reason=rewritten
+[llm clean] completed=2176000 submitted=2176071 kept=4484188 rejected=157608 last=keep reason=rewritten
+[llm clean] completed=2176100 submitted=2176171 kept=4484284 rejected=157612 last=reject reason=The text is a list of app deals, navigation links, and unrelated promotional content (e.g., 'I love Starbucks...'). It l
+[llm clean] completed=2176200 submitted=2176271 kept=4484380 rejected=157616 last=reject reason=The text is a disjointed mix of unrelated topics (Mars rover mission and Ray Bradbury's biography) combined with boilerp
+[llm clean] completed=2176300 submitted=2176371 kept=4484474 rejected=157622 last=reject reason=The text is a series of photo captions, credits, and metadata without a coherent narrative or article-style prose struct
+[llm clean] completed=2176400 submitted=2176471 kept=4484569 rejected=157627 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2176500 submitted=2176571 kept=4484661 rejected=157635 last=keep reason=rewritten
+[llm clean] completed=2176600 submitted=2176671 kept=4484758 rejected=157638 last=keep reason=rewritten
+[llm clean] completed=2176700 submitted=2176771 kept=4484858 rejected=157638 last=keep reason=rewritten
+[llm clean] completed=2176800 submitted=2176871 kept=4484954 rejected=157642 last=keep reason=rewritten
+[llm clean] completed=2176900 submitted=2176971 kept=4485053 rejected=157643 last=keep reason=rewritten
+[llm clean] completed=2177000 submitted=2177071 kept=4485151 rejected=157645 last=keep reason=rewritten
+[llm clean] completed=2177100 submitted=2177171 kept=4485249 rejected=157647 last=keep reason=rewritten
+[llm clean] completed=2177200 submitted=2177271 kept=4485347 rejected=157649 last=keep reason=rewritten
+[llm clean] completed=2177300 submitted=2177371 kept=4485444 rejected=157652 last=keep reason=rewritten
+[llm clean] completed=2177400 submitted=2177471 kept=4485542 rejected=157654 last=keep reason=rewritten
+[llm clean] completed=2177500 submitted=2177571 kept=4485641 rejected=157655 last=keep reason=rewritten
+[llm clean] completed=2177600 submitted=2177671 kept=4485739 rejected=157657 last=keep reason=rewritten
+[llm clean] completed=2177700 submitted=2177771 kept=4485836 rejected=157660 last=keep reason=rewritten
+[llm clean] completed=2177800 submitted=2177871 kept=4485936 rejected=157660 last=keep reason=rewritten
+[llm clean] completed=2177900 submitted=2177971 kept=4486030 rejected=157666 last=keep reason=rewritten
+[llm clean] completed=2178000 submitted=2178071 kept=4486126 rejected=157670 last=keep reason=rewritten
+[llm clean] completed=2178100 submitted=2178171 kept=4486226 rejected=157670 last=keep reason=rewritten
+[llm clean] completed=2178200 submitted=2178271 kept=4486323 rejected=157673 last=reject reason=The text is a mix of a theater review and a highly biased, incoherent, and factually confused internet rant/commentary a
+[llm clean] completed=2178300 submitted=2178371 kept=4486418 rejected=157678 last=keep reason=rewritten
+[llm clean] completed=2178400 submitted=2178471 kept=4486515 rejected=157681 last=keep reason=rewritten
+[llm clean] completed=2178500 submitted=2178571 kept=4486613 rejected=157683 last=keep reason=rewritten
+[llm clean] completed=2178600 submitted=2178671 kept=4486713 rejected=157683 last=keep reason=rewritten
+[llm clean] completed=2178700 submitted=2178771 kept=4486811 rejected=157685 last=keep reason=rewritten
+[llm clean] completed=2178800 submitted=2178871 kept=4486908 rejected=157688 last=keep reason=rewritten
+[llm clean] completed=2178900 submitted=2178971 kept=4487006 rejected=157690 last=keep reason=rewritten
+[llm clean] completed=2179000 submitted=2179071 kept=4487101 rejected=157695 last=keep reason=rewritten
+[llm clean] completed=2179100 submitted=2179171 kept=4487200 rejected=157696 last=keep reason=rewritten
+[llm clean] completed=2179200 submitted=2179271 kept=4487295 rejected=157701 last=keep reason=rewritten
+[llm clean] completed=2179300 submitted=2179371 kept=4487395 rejected=157701 last=keep reason=rewritten
+[llm clean] completed=2179400 submitted=2179471 kept=4487491 rejected=157705 last=keep reason=rewritten
+[llm clean] completed=2179500 submitted=2179571 kept=4487589 rejected=157707 last=reject reason=The text is a job posting with a roster of qualifications and tasks, lacking coherent article-style prose structure.
+[llm clean] completed=2179600 submitted=2179671 kept=4487684 rejected=157712 last=keep reason=rewritten
+[llm clean] completed=2179700 submitted=2179771 kept=4487781 rejected=157715 last=keep reason=rewritten
+[llm clean] completed=2179800 submitted=2179871 kept=4487881 rejected=157715 last=keep reason=rewritten
+[llm clean] completed=2179900 submitted=2179971 kept=4487973 rejected=157723 last=keep reason=rewritten
+[llm clean] completed=2180000 submitted=2180071 kept=4488068 rejected=157728 last=keep reason=rewritten
+[llm clean] completed=2180100 submitted=2180171 kept=4488163 rejected=157733 last=keep reason=rewritten
+[llm clean] completed=2180200 submitted=2180271 kept=4488261 rejected=157735 last=keep reason=rewritten
+[llm clean] completed=2180300 submitted=2180371 kept=4488356 rejected=157740 last=keep reason=rewritten
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+[llm clean] completed=2180600 submitted=2180671 kept=4488650 rejected=157746 last=keep reason=rewritten
+[llm clean] completed=2180700 submitted=2180771 kept=4488749 rejected=157747 last=keep reason=rewritten
+[llm clean] completed=2180800 submitted=2180871 kept=4488848 rejected=157748 last=keep reason=rewritten
+[llm clean] completed=2180900 submitted=2180971 kept=4488947 rejected=157749 last=keep reason=rewritten
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+[llm clean] completed=2181100 submitted=2181171 kept=4489126 rejected=157770 last=keep reason=rewritten
+[llm clean] completed=2181200 submitted=2181271 kept=4489224 rejected=157772 last=keep reason=rewritten
+[llm clean] completed=2181300 submitted=2181371 kept=4489323 rejected=157773 last=keep reason=rewritten
+[llm clean] completed=2181400 submitted=2181471 kept=4489419 rejected=157777 last=keep reason=rewritten
+[llm clean] completed=2181500 submitted=2181571 kept=4489517 rejected=157779 last=keep reason=rewritten
+[llm clean] completed=2181600 submitted=2181671 kept=4489616 rejected=157780 last=keep reason=rewritten
+[llm clean] completed=2181700 submitted=2181771 kept=4489706 rejected=157790 last=keep reason=rewritten
+[llm clean] completed=2181800 submitted=2181871 kept=4489805 rejected=157791 last=keep reason=rewritten
+[llm clean] completed=2181900 submitted=2181971 kept=4489902 rejected=157794 last=keep reason=rewritten
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+[llm clean] completed=2182100 submitted=2182170 kept=4490100 rejected=157796 last=keep reason=rewritten
+[llm clean] completed=2182200 submitted=2182271 kept=4490200 rejected=157796 last=keep reason=rewritten
+[llm clean] completed=2182300 submitted=2182371 kept=4490298 rejected=157798 last=keep reason=rewritten
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+[llm clean] completed=2182500 submitted=2182571 kept=4490492 rejected=157804 last=keep reason=rewritten
+[llm clean] completed=2182600 submitted=2182671 kept=4490591 rejected=157805 last=keep reason=rewritten
+[llm clean] completed=2182700 submitted=2182771 kept=4490689 rejected=157807 last=keep reason=rewritten
+[llm clean] completed=2182800 submitted=2182871 kept=4490787 rejected=157809 last=keep reason=rewritten
+[llm clean] completed=2182900 submitted=2182971 kept=4490880 rejected=157816 last=keep reason=rewritten
+[llm clean] completed=2183000 submitted=2183071 kept=4490979 rejected=157817 last=keep reason=rewritten
+[llm clean] completed=2183100 submitted=2183171 kept=4491076 rejected=157820 last=keep reason=rewritten
+[llm clean] completed=2183200 submitted=2183271 kept=4491161 rejected=157835 last=keep reason=rewritten
+[llm clean] completed=2183300 submitted=2183371 kept=4491242 rejected=157854 last=keep reason=rewritten
+[llm clean] completed=2183400 submitted=2183471 kept=4491342 rejected=157854 last=keep reason=rewritten
+[llm clean] completed=2183500 submitted=2183571 kept=4491438 rejected=157858 last=keep reason=rewritten
+[llm clean] completed=2183600 submitted=2183671 kept=4491537 rejected=157859 last=keep reason=rewritten
+[llm clean] completed=2183700 submitted=2183771 kept=4491636 rejected=157860 last=keep reason=rewritten
+[llm clean] completed=2183800 submitted=2183871 kept=4491733 rejected=157863 last=keep reason=rewritten
+[llm clean] completed=2183900 submitted=2183971 kept=4491831 rejected=157865 last=keep reason=rewritten
+[llm clean] completed=2184000 submitted=2184071 kept=4491928 rejected=157868 last=keep reason=rewritten
+[llm clean] completed=2184100 submitted=2184171 kept=4492018 rejected=157878 last=keep reason=rewritten
+[llm clean] completed=2184200 submitted=2184271 kept=4492111 rejected=157885 last=keep reason=rewritten
+[llm clean] completed=2184300 submitted=2184371 kept=4492203 rejected=157893 last=keep reason=rewritten
+[llm clean] completed=2184400 submitted=2184471 kept=4492297 rejected=157899 last=keep reason=rewritten
+[llm clean] completed=2184500 submitted=2184571 kept=4492391 rejected=157905 last=keep reason=rewritten
+[llm clean] completed=2184600 submitted=2184671 kept=4492489 rejected=157907 last=keep reason=rewritten
+[llm clean] completed=2184700 submitted=2184771 kept=4492587 rejected=157909 last=keep reason=rewritten
+[llm clean] completed=2184800 submitted=2184871 kept=4492686 rejected=157910 last=keep reason=rewritten
+[llm clean] completed=2184900 submitted=2184971 kept=4492782 rejected=157914 last=keep reason=rewritten
+[llm clean] completed=2185000 submitted=2185071 kept=4492880 rejected=157916 last=keep reason=rewritten
+[llm clean] completed=2185100 submitted=2185171 kept=4492977 rejected=157919 last=keep reason=rewritten
+[llm clean] completed=2185200 submitted=2185271 kept=4493056 rejected=157940 last=reject reason=The text consists entirely of image captions, metadata, and photo credits from a photo gallery. It lacks coherent narrat
+[llm clean] completed=2185300 submitted=2185371 kept=4493150 rejected=157946 last=keep reason=rewritten
+[llm clean] completed=2185400 submitted=2185471 kept=4493246 rejected=157950 last=keep reason=rewritten
+[llm clean] completed=2185500 submitted=2185571 kept=4493345 rejected=157951 last=keep reason=rewritten
+[llm clean] completed=2185600 submitted=2185671 kept=4493440 rejected=157956 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2185700 submitted=2185771 kept=4493531 rejected=157965 last=keep reason=rewritten
+[llm clean] completed=2185800 submitted=2185871 kept=4493629 rejected=157967 last=keep reason=rewritten
+[llm clean] completed=2185900 submitted=2185971 kept=4493727 rejected=157969 last=keep reason=rewritten
+[llm clean] completed=2186000 submitted=2186071 kept=4493823 rejected=157973 last=keep reason=rewritten
+[llm clean] completed=2186100 submitted=2186171 kept=4493921 rejected=157975 last=keep reason=rewritten
+[llm clean] completed=2186200 submitted=2186271 kept=4494018 rejected=157978 last=keep reason=rewritten
+[llm clean] completed=2186300 submitted=2186371 kept=4494118 rejected=157978 last=keep reason=rewritten
+[llm clean] completed=2186400 submitted=2186471 kept=4494218 rejected=157978 last=keep reason=rewritten
+[llm clean] completed=2186500 submitted=2186571 kept=4494315 rejected=157981 last=keep reason=rewritten
+[llm clean] completed=2186600 submitted=2186671 kept=4494414 rejected=157982 last=keep reason=rewritten
+[llm clean] completed=2186700 submitted=2186771 kept=4494509 rejected=157987 last=keep reason=rewritten
+[llm clean] completed=2186800 submitted=2186871 kept=4494605 rejected=157991 last=keep reason=rewritten
+[llm clean] completed=2186900 submitted=2186971 kept=4494696 rejected=158000 last=keep reason=rewritten
+[llm clean] completed=2187000 submitted=2187071 kept=4494792 rejected=158004 last=keep reason=rewritten
+[llm clean] completed=2187100 submitted=2187171 kept=4494878 rejected=158018 last=keep reason=rewritten
+[llm clean] completed=2187200 submitted=2187271 kept=4494974 rejected=158022 last=keep reason=rewritten
+[llm clean] completed=2187300 submitted=2187371 kept=4495070 rejected=158026 last=keep reason=rewritten
+[llm clean] completed=2187400 submitted=2187471 kept=4495167 rejected=158029 last=keep reason=rewritten
+[llm clean] completed=2187500 submitted=2187571 kept=4495265 rejected=158031 last=keep reason=rewritten
+[llm clean] completed=2187600 submitted=2187671 kept=4495363 rejected=158033 last=keep reason=rewritten
+[llm clean] completed=2187700 submitted=2187771 kept=4495461 rejected=158035 last=keep reason=rewritten
+[llm clean] completed=2187800 submitted=2187871 kept=4495560 rejected=158036 last=keep reason=rewritten
+[llm clean] completed=2187900 submitted=2187971 kept=4495657 rejected=158039 last=reject reason=The text is a fragmented collection of fan forum posts, metadata, and isolated Q&A snippets without coherent narrative s
+[llm clean] completed=2188000 submitted=2188071 kept=4495755 rejected=158041 last=keep reason=rewritten
+[llm clean] completed=2188100 submitted=2188171 kept=4495852 rejected=158044 last=keep reason=rewritten
+[llm clean] completed=2188200 submitted=2188271 kept=4495950 rejected=158046 last=reject reason=The text is mostly boilerplate, navigation labels, references, and metadata from a Wikipedia article, with only a single
+[llm clean] completed=2188300 submitted=2188371 kept=4496047 rejected=158049 last=keep reason=rewritten
+[llm clean] completed=2188400 submitted=2188471 kept=4496140 rejected=158056 last=reject reason=The text is a raw, unstructured list of game statistics, logs, and metadata without coherent narrative or article-style 
+[llm clean] completed=2188500 submitted=2188571 kept=4496237 rejected=158059 last=keep reason=rewritten
+[llm clean] completed=2188600 submitted=2188671 kept=4496333 rejected=158063 last=keep reason=rewritten
+[llm clean] completed=2188700 submitted=2188771 kept=4496432 rejected=158064 last=keep reason=rewritten
+[llm clean] completed=2188800 submitted=2188871 kept=4496527 rejected=158069 last=keep reason=rewritten
+[llm clean] completed=2188900 submitted=2188971 kept=4496625 rejected=158071 last=keep reason=rewritten
+[llm clean] completed=2189000 submitted=2189071 kept=4496718 rejected=158078 last=keep reason=rewritten
+[llm clean] completed=2189100 submitted=2189171 kept=4496818 rejected=158078 last=keep reason=rewritten
+[llm clean] completed=2189200 submitted=2189271 kept=4496918 rejected=158078 last=keep reason=rewritten
+[llm clean] completed=2189300 submitted=2189371 kept=4497015 rejected=158081 last=keep reason=rewritten
+[llm clean] completed=2189400 submitted=2189471 kept=4497111 rejected=158085 last=keep reason=rewritten
+[llm clean] completed=2189500 submitted=2189571 kept=4497211 rejected=158085 last=keep reason=rewritten
+[llm clean] completed=2189600 submitted=2189671 kept=4497311 rejected=158085 last=keep reason=rewritten
+[llm clean] completed=2189700 submitted=2189770 kept=4497408 rejected=158088 last=keep reason=rewritten
+[llm clean] completed=2189800 submitted=2189871 kept=4497500 rejected=158096 last=keep reason=rewritten
+[llm clean] completed=2189900 submitted=2189971 kept=4497590 rejected=158106 last=keep reason=rewritten
+[llm clean] completed=2190000 submitted=2190071 kept=4497682 rejected=158114 last=keep reason=rewritten
+[llm clean] completed=2190100 submitted=2190171 kept=4497781 rejected=158115 last=keep reason=rewritten
+[llm clean] completed=2190200 submitted=2190271 kept=4497878 rejected=158118 last=keep reason=rewritten
+[llm clean] completed=2190300 submitted=2190371 kept=4497978 rejected=158118 last=keep reason=rewritten
+[llm clean] completed=2190400 submitted=2190471 kept=4498078 rejected=158118 last=keep reason=rewritten
+[llm clean] completed=2190500 submitted=2190571 kept=4498177 rejected=158119 last=keep reason=rewritten
+[llm clean] completed=2190600 submitted=2190671 kept=4498271 rejected=158125 last=reject reason=The text is a collection of disjointed tweets, social media fragments, and unrelated commentary without a coherent narra
+[llm clean] completed=2190700 submitted=2190771 kept=4498370 rejected=158126 last=keep reason=rewritten
+[llm clean] completed=2190800 submitted=2190871 kept=4498442 rejected=158154 last=keep reason=rewritten
+[llm clean] completed=2190900 submitted=2190971 kept=4498542 rejected=158154 last=keep reason=rewritten
+[llm clean] completed=2191000 submitted=2191071 kept=4498639 rejected=158157 last=keep reason=rewritten
+[llm clean] completed=2191100 submitted=2191171 kept=4498737 rejected=158159 last=keep reason=rewritten
+[llm clean] completed=2191200 submitted=2191271 kept=4498834 rejected=158162 last=keep reason=rewritten
+[llm clean] completed=2191300 submitted=2191371 kept=4498927 rejected=158169 last=keep reason=rewritten
+[llm clean] completed=2191400 submitted=2191471 kept=4499027 rejected=158169 last=keep reason=rewritten
+[llm clean] completed=2191500 submitted=2191571 kept=4499126 rejected=158170 last=keep reason=rewritten
+[llm clean] completed=2191600 submitted=2191671 kept=4499221 rejected=158175 last=keep reason=rewritten
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+[llm clean] completed=2191800 submitted=2191871 kept=4499417 rejected=158179 last=keep reason=rewritten
+[llm clean] completed=2191900 submitted=2191971 kept=4499516 rejected=158180 last=keep reason=rewritten
+[llm clean] completed=2192000 submitted=2192071 kept=4499614 rejected=158182 last=keep reason=rewritten
+[llm clean] completed=2192100 submitted=2192171 kept=4499712 rejected=158184 last=keep reason=rewritten
+[llm clean] completed=2192200 submitted=2192271 kept=4499810 rejected=158186 last=keep reason=rewritten
+[llm clean] completed=2192300 submitted=2192371 kept=4499909 rejected=158187 last=keep reason=rewritten
+[llm clean] completed=2192400 submitted=2192471 kept=4500004 rejected=158192 last=keep reason=rewritten
+[llm clean] completed=2192500 submitted=2192571 kept=4500104 rejected=158192 last=keep reason=rewritten
+[llm clean] completed=2192600 submitted=2192671 kept=4500201 rejected=158195 last=keep reason=rewritten
+[llm clean] completed=2192700 submitted=2192771 kept=4500300 rejected=158196 last=keep reason=rewritten
+[llm clean] completed=2192800 submitted=2192871 kept=4500396 rejected=158200 last=keep reason=rewritten
+[llm clean] completed=2192900 submitted=2192971 kept=4500495 rejected=158201 last=keep reason=rewritten
+[llm clean] completed=2193000 submitted=2193071 kept=4500593 rejected=158203 last=keep reason=rewritten
+[llm clean] completed=2193100 submitted=2193171 kept=4500680 rejected=158216 last=keep reason=rewritten
+[llm clean] completed=2193200 submitted=2193271 kept=4500767 rejected=158229 last=keep reason=rewritten
+[llm clean] completed=2193300 submitted=2193371 kept=4500866 rejected=158230 last=keep reason=rewritten
+[llm clean] completed=2193400 submitted=2193471 kept=4500962 rejected=158234 last=keep reason=rewritten
+[llm clean] completed=2193500 submitted=2193571 kept=4501061 rejected=158235 last=keep reason=rewritten
+[llm clean] completed=2193600 submitted=2193671 kept=4501161 rejected=158235 last=keep reason=rewritten
+[llm clean] completed=2193700 submitted=2193771 kept=4501258 rejected=158238 last=keep reason=rewritten
+[llm clean] completed=2193800 submitted=2193871 kept=4501355 rejected=158241 last=keep reason=rewritten
+[llm clean] completed=2193900 submitted=2193971 kept=4501452 rejected=158244 last=keep reason=rewritten
+[llm clean] completed=2194000 submitted=2194071 kept=4501546 rejected=158250 last=keep reason=rewritten
+[llm clean] completed=2194100 submitted=2194171 kept=4501643 rejected=158253 last=keep reason=rewritten
+[llm clean] completed=2194200 submitted=2194271 kept=4501738 rejected=158258 last=keep reason=rewritten
+[llm clean] completed=2194300 submitted=2194371 kept=4501829 rejected=158267 last=keep reason=rewritten
+[llm clean] completed=2194400 submitted=2194471 kept=4501926 rejected=158270 last=keep reason=rewritten
+[llm clean] completed=2194500 submitted=2194571 kept=4502020 rejected=158276 last=keep reason=rewritten
+[llm clean] completed=2194600 submitted=2194671 kept=4502120 rejected=158276 last=keep reason=rewritten
+[llm clean] completed=2194700 submitted=2194771 kept=4502218 rejected=158278 last=keep reason=rewritten
+[llm clean] completed=2194800 submitted=2194871 kept=4502310 rejected=158286 last=keep reason=rewritten
+[llm clean] completed=2194900 submitted=2194971 kept=4502409 rejected=158287 last=keep reason=rewritten
+[llm clean] completed=2195000 submitted=2195071 kept=4502505 rejected=158291 last=keep reason=rewritten
+[llm clean] completed=2195100 submitted=2195171 kept=4502600 rejected=158296 last=keep reason=rewritten
+[llm clean] completed=2195200 submitted=2195271 kept=4502698 rejected=158298 last=keep reason=rewritten
+[llm clean] completed=2195300 submitted=2195371 kept=4502798 rejected=158298 last=keep reason=rewritten
+[llm clean] completed=2195400 submitted=2195471 kept=4502897 rejected=158299 last=keep reason=rewritten
+[llm clean] completed=2195500 submitted=2195571 kept=4502994 rejected=158302 last=keep reason=rewritten
+[llm clean] completed=2195600 submitted=2195671 kept=4503092 rejected=158304 last=keep reason=rewritten
+[llm clean] completed=2195700 submitted=2195771 kept=4503192 rejected=158304 last=keep reason=rewritten
+[llm clean] completed=2195800 submitted=2195871 kept=4503291 rejected=158305 last=keep reason=rewritten
+[llm clean] completed=2195900 submitted=2195971 kept=4503388 rejected=158308 last=keep reason=rewritten
+[llm clean] completed=2196000 submitted=2196071 kept=4503487 rejected=158309 last=keep reason=rewritten
+[llm clean] completed=2196100 submitted=2196171 kept=4503586 rejected=158310 last=keep reason=rewritten
+[llm clean] completed=2196200 submitted=2196271 kept=4503685 rejected=158311 last=keep reason=rewritten
+[llm clean] completed=2196300 submitted=2196371 kept=4503784 rejected=158312 last=keep reason=rewritten
+[llm clean] completed=2196400 submitted=2196471 kept=4503882 rejected=158314 last=keep reason=rewritten
+[llm clean] completed=2196500 submitted=2196571 kept=4503972 rejected=158324 last=keep reason=rewritten
+[llm clean] completed=2196600 submitted=2196671 kept=4504063 rejected=158333 last=keep reason=rewritten
+[llm clean] completed=2196700 submitted=2196771 kept=4504163 rejected=158333 last=keep reason=rewritten
+[llm clean] completed=2196800 submitted=2196871 kept=4504261 rejected=158335 last=keep reason=rewritten
+[llm clean] completed=2196900 submitted=2196971 kept=4504360 rejected=158336 last=keep reason=rewritten
+[llm clean] completed=2197000 submitted=2197071 kept=4504449 rejected=158347 last=keep reason=rewritten
+[llm clean] completed=2197100 submitted=2197171 kept=4504539 rejected=158357 last=keep reason=rewritten
+[llm clean] completed=2197200 submitted=2197271 kept=4504638 rejected=158358 last=keep reason=rewritten
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+[llm clean] completed=2201400 submitted=2201471 kept=4508653 rejected=158543 last=reject reason=The text is a roster entry or player profile fragment containing metadata, stats, and boilerplate rather than coherent a
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+[llm clean] completed=2201600 submitted=2201671 kept=4508849 rejected=158547 last=reject reason=The text contains severe hate speech, antisemitic tropes ('decadent Jewed-out age', 'power Jews like Kushner'), white su
+[llm clean] completed=2201700 submitted=2201771 kept=4508942 rejected=158554 last=keep reason=rewritten
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+[llm clean] completed=2204700 submitted=2204771 kept=4511831 rejected=158665 last=keep reason=rewritten
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+[llm clean] completed=2204900 submitted=2204971 kept=4512030 rejected=158666 last=keep reason=rewritten
+[llm clean] completed=2205000 submitted=2205071 kept=4512126 rejected=158670 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2205100 submitted=2205171 kept=4512219 rejected=158677 last=keep reason=rewritten
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+[llm clean] completed=2205400 submitted=2205471 kept=4512511 rejected=158685 last=keep reason=rewritten
+[llm clean] completed=2205500 submitted=2205571 kept=4512606 rejected=158690 last=reject reason=The text is a raw, unstructured list of game mechanics, skills, and stats without coherent prose structure. It consists 
+[llm clean] completed=2205600 submitted=2205671 kept=4512699 rejected=158697 last=keep reason=rewritten
+[llm clean] completed=2205700 submitted=2205771 kept=4512796 rejected=158700 last=keep reason=rewritten
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+[llm clean] completed=2214800 submitted=2214871 kept=4521634 rejected=158962 last=keep reason=rewritten
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+[llm clean] completed=2215600 submitted=2215671 kept=4522402 rejected=158994 last=keep reason=rewritten
+[llm clean] completed=2215700 submitted=2215771 kept=4522499 rejected=158997 last=keep reason=rewritten
+[llm clean] completed=2215800 submitted=2215871 kept=4522598 rejected=158998 last=keep reason=rewritten
+[llm clean] completed=2215900 submitted=2215971 kept=4522697 rejected=158999 last=keep reason=rewritten
+[llm clean] completed=2216000 submitted=2216071 kept=4522795 rejected=159001 last=keep reason=rewritten
+[llm clean] completed=2216100 submitted=2216171 kept=4522891 rejected=159005 last=keep reason=rewritten
+[llm clean] completed=2216200 submitted=2216271 kept=4522986 rejected=159010 last=keep reason=rewritten
+[llm clean] completed=2216300 submitted=2216371 kept=4523083 rejected=159013 last=reject reason=The text is a disjointed list of image captions and metadata fragments without coherent narrative structure, making it i
+[llm clean] completed=2216400 submitted=2216471 kept=4523182 rejected=159014 last=keep reason=rewritten
+[llm clean] completed=2216500 submitted=2216571 kept=4523277 rejected=159019 last=keep reason=rewritten
+[llm clean] completed=2216600 submitted=2216671 kept=4523376 rejected=159020 last=keep reason=rewritten
+[llm clean] completed=2216700 submitted=2216771 kept=4523474 rejected=159022 last=keep reason=rewritten
+[llm clean] completed=2216800 submitted=2216871 kept=4523570 rejected=159026 last=keep reason=rewritten
+[llm clean] completed=2216900 submitted=2216971 kept=4523669 rejected=159027 last=keep reason=rewritten
+[llm clean] completed=2217000 submitted=2217071 kept=4523769 rejected=159027 last=keep reason=rewritten
+[llm clean] completed=2217100 submitted=2217171 kept=4523868 rejected=159028 last=keep reason=rewritten
+[llm clean] completed=2217200 submitted=2217271 kept=4523968 rejected=159028 last=keep reason=rewritten
+[llm clean] completed=2217300 submitted=2217371 kept=4524064 rejected=159032 last=keep reason=rewritten
+[llm clean] completed=2217400 submitted=2217471 kept=4524161 rejected=159035 last=keep reason=rewritten
+[llm clean] completed=2217500 submitted=2217571 kept=4524258 rejected=159038 last=keep reason=rewritten
+[llm clean] completed=2217600 submitted=2217671 kept=4524353 rejected=159043 last=reject reason=The text is a short list of rules and metadata for a card game banlist, lacking coherent article-style prose structure a
+[llm clean] completed=2217700 submitted=2217771 kept=4524446 rejected=159050 last=keep reason=rewritten
+[llm clean] completed=2217800 submitted=2217871 kept=4524546 rejected=159050 last=keep reason=rewritten
+[llm clean] completed=2217900 submitted=2217971 kept=4524637 rejected=159059 last=keep reason=rewritten
+[llm clean] completed=2218000 submitted=2218071 kept=4524736 rejected=159060 last=keep reason=rewritten
+[llm clean] completed=2218100 submitted=2218171 kept=4524831 rejected=159065 last=keep reason=rewritten
+[llm clean] completed=2218200 submitted=2218271 kept=4524929 rejected=159067 last=keep reason=rewritten
+[llm clean] completed=2218300 submitted=2218371 kept=4525025 rejected=159071 last=keep reason=rewritten
+[llm clean] completed=2218400 submitted=2218471 kept=4525120 rejected=159076 last=keep reason=rewritten
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+[llm clean] completed=2218600 submitted=2218671 kept=4525317 rejected=159079 last=keep reason=rewritten
+[llm clean] completed=2218700 submitted=2218771 kept=4525407 rejected=159089 last=reject reason=The text is a list of academic references and citations, which falls under the category of rosters of names/titles and l
+[llm clean] completed=2218800 submitted=2218871 kept=4525504 rejected=159092 last=keep reason=rewritten
+[llm clean] completed=2218900 submitted=2218971 kept=4525601 rejected=159095 last=keep reason=rewritten
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+[llm clean] completed=2219700 submitted=2219771 kept=4526369 rejected=159127 last=keep reason=rewritten
+[llm clean] completed=2219800 submitted=2219871 kept=4526468 rejected=159128 last=keep reason=rewritten
+[llm clean] completed=2219900 submitted=2219971 kept=4526568 rejected=159128 last=keep reason=rewritten
+[llm clean] completed=2220000 submitted=2220071 kept=4526666 rejected=159130 last=keep reason=rewritten
+[llm clean] completed=2220100 submitted=2220171 kept=4526762 rejected=159134 last=keep reason=rewritten
+[llm clean] completed=2220200 submitted=2220271 kept=4526855 rejected=159141 last=keep reason=rewritten
+[llm clean] completed=2220300 submitted=2220371 kept=4526949 rejected=159147 last=keep reason=rewritten
+[llm clean] completed=2220400 submitted=2220471 kept=4527043 rejected=159153 last=keep reason=rewritten
+[llm clean] completed=2220500 submitted=2220571 kept=4527143 rejected=159153 last=keep reason=rewritten
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+[llm clean] completed=2220700 submitted=2220771 kept=4527340 rejected=159156 last=keep reason=rewritten
+[llm clean] completed=2220800 submitted=2220871 kept=4527436 rejected=159160 last=keep reason=rewritten
+[llm clean] completed=2220900 submitted=2220971 kept=4527535 rejected=159161 last=keep reason=rewritten
+[llm clean] completed=2221000 submitted=2221071 kept=4527635 rejected=159161 last=keep reason=rewritten
+[llm clean] completed=2221100 submitted=2221171 kept=4527733 rejected=159163 last=keep reason=rewritten
+[llm clean] completed=2221200 submitted=2221271 kept=4527832 rejected=159164 last=keep reason=rewritten
+[llm clean] completed=2221300 submitted=2221371 kept=4527927 rejected=159169 last=keep reason=rewritten
+[llm clean] completed=2221400 submitted=2221471 kept=4528027 rejected=159169 last=keep reason=rewritten
+[llm clean] completed=2221500 submitted=2221571 kept=4528125 rejected=159171 last=keep reason=rewritten
+[llm clean] completed=2221600 submitted=2221671 kept=4528220 rejected=159176 last=keep reason=rewritten
+[llm clean] completed=2221700 submitted=2221771 kept=4528319 rejected=159177 last=keep reason=rewritten
+[llm clean] completed=2221800 submitted=2221871 kept=4528415 rejected=159181 last=keep reason=rewritten
+[llm clean] completed=2221900 submitted=2221971 kept=4528512 rejected=159184 last=keep reason=rewritten
+[llm clean] completed=2222000 submitted=2222071 kept=4528609 rejected=159187 last=keep reason=rewritten
+[llm clean] completed=2222100 submitted=2222171 kept=4528706 rejected=159190 last=reject reason=The text is a list of award winners and nominees, primarily consisting of names, titles, and publication names without m
+[llm clean] completed=2222200 submitted=2222271 kept=4528802 rejected=159194 last=keep reason=rewritten
+[llm clean] completed=2222300 submitted=2222371 kept=4528901 rejected=159195 last=keep reason=rewritten
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+[llm clean] completed=2222500 submitted=2222571 kept=4529095 rejected=159201 last=keep reason=rewritten
+[llm clean] completed=2222600 submitted=2222671 kept=4529194 rejected=159202 last=keep reason=rewritten
+[llm clean] completed=2222700 submitted=2222771 kept=4529293 rejected=159203 last=keep reason=rewritten
+[llm clean] completed=2222800 submitted=2222871 kept=4529390 rejected=159206 last=keep reason=rewritten
+[llm clean] completed=2222900 submitted=2222971 kept=4529485 rejected=159211 last=keep reason=rewritten
+[llm clean] completed=2223000 submitted=2223071 kept=4529585 rejected=159211 last=keep reason=rewritten
+[llm clean] completed=2223100 submitted=2223171 kept=4529678 rejected=159218 last=keep reason=rewritten
+[llm clean] completed=2223200 submitted=2223271 kept=4529775 rejected=159221 last=keep reason=rewritten
+[llm clean] completed=2223300 submitted=2223371 kept=4529874 rejected=159222 last=keep reason=rewritten
+[llm clean] completed=2223400 submitted=2223471 kept=4529971 rejected=159225 last=keep reason=rewritten
+[llm clean] completed=2223500 submitted=2223571 kept=4530070 rejected=159226 last=keep reason=rewritten
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+[llm clean] completed=2223800 submitted=2223871 kept=4530360 rejected=159236 last=keep reason=rewritten
+[llm clean] completed=2223900 submitted=2223971 kept=4530459 rejected=159237 last=keep reason=rewritten
+[llm clean] completed=2224000 submitted=2224071 kept=4530558 rejected=159238 last=keep reason=rewritten
+[llm clean] completed=2224100 submitted=2224171 kept=4530658 rejected=159238 last=keep reason=rewritten
+[llm clean] completed=2224200 submitted=2224271 kept=4530754 rejected=159242 last=keep reason=rewritten
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+[llm clean] completed=2224500 submitted=2224571 kept=4531045 rejected=159251 last=keep reason=rewritten
+[llm clean] completed=2224600 submitted=2224671 kept=4531130 rejected=159266 last=keep reason=rewritten
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+[llm clean] completed=2225500 submitted=2225571 kept=4531991 rejected=159305 last=keep reason=rewritten
+[llm clean] completed=2225600 submitted=2225671 kept=4532081 rejected=159315 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2225700 submitted=2225771 kept=4532180 rejected=159316 last=keep reason=rewritten
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+[llm clean] completed=2226400 submitted=2226471 kept=4532849 rejected=159347 last=keep reason=rewritten
+[llm clean] completed=2226500 submitted=2226571 kept=4532948 rejected=159348 last=keep reason=rewritten
+[llm clean] completed=2226600 submitted=2226671 kept=4533047 rejected=159349 last=keep reason=rewritten
+[llm clean] completed=2226700 submitted=2226771 kept=4533144 rejected=159352 last=keep reason=rewritten
+[llm clean] completed=2226800 submitted=2226871 kept=4533243 rejected=159353 last=keep reason=rewritten
+[llm clean] completed=2226900 submitted=2226971 kept=4533340 rejected=159356 last=keep reason=rewritten
+[llm clean] completed=2227000 submitted=2227071 kept=4533436 rejected=159360 last=keep reason=rewritten
+[llm clean] completed=2227100 submitted=2227171 kept=4533531 rejected=159365 last=keep reason=rewritten
+[llm clean] completed=2227200 submitted=2227271 kept=4533628 rejected=159368 last=keep reason=rewritten
+[llm clean] completed=2227300 submitted=2227371 kept=4533728 rejected=159368 last=keep reason=rewritten
+[llm clean] completed=2227400 submitted=2227471 kept=4533828 rejected=159368 last=keep reason=rewritten
+[llm clean] completed=2227500 submitted=2227571 kept=4533925 rejected=159371 last=reject reason=The text is a disjointed collection of photo captions, links, and metadata fragments without coherent narrative structur
+[llm clean] completed=2227600 submitted=2227671 kept=4534018 rejected=159378 last=keep reason=rewritten
+[llm clean] completed=2227700 submitted=2227771 kept=4534108 rejected=159388 last=keep reason=rewritten
+[llm clean] completed=2227800 submitted=2227871 kept=4534204 rejected=159392 last=keep reason=rewritten
+[llm clean] completed=2227900 submitted=2227971 kept=4534302 rejected=159394 last=keep reason=rewritten
+[llm clean] completed=2228000 submitted=2228071 kept=4534398 rejected=159398 last=keep reason=rewritten
+[llm clean] completed=2228100 submitted=2228171 kept=4534492 rejected=159404 last=keep reason=rewritten
+[llm clean] completed=2228200 submitted=2228271 kept=4534588 rejected=159408 last=reject reason=The text is mostly code snippets, configuration settings, and boilerplate HTML/Python code without sufficient coherent p
+[llm clean] completed=2228300 submitted=2228371 kept=4534680 rejected=159416 last=keep reason=rewritten
+[llm clean] completed=2228400 submitted=2228471 kept=4534778 rejected=159418 last=keep reason=rewritten
+[llm clean] completed=2228500 submitted=2228571 kept=4534875 rejected=159421 last=keep reason=rewritten
+[llm clean] completed=2228600 submitted=2228671 kept=4534972 rejected=159424 last=keep reason=rewritten
+[llm clean] completed=2228700 submitted=2228771 kept=4535072 rejected=159424 last=keep reason=rewritten
+[llm clean] completed=2228800 submitted=2228871 kept=4535169 rejected=159427 last=keep reason=rewritten
+[llm clean] completed=2228900 submitted=2228971 kept=4535269 rejected=159427 last=keep reason=rewritten
+[llm clean] completed=2229000 submitted=2229071 kept=4535368 rejected=159428 last=keep reason=rewritten
+[llm clean] completed=2229100 submitted=2229171 kept=4535467 rejected=159429 last=keep reason=rewritten
+[llm clean] completed=2229200 submitted=2229271 kept=4535566 rejected=159430 last=keep reason=rewritten
+[llm clean] completed=2229300 submitted=2229371 kept=4535661 rejected=159435 last=keep reason=rewritten
+[llm clean] completed=2229400 submitted=2229471 kept=4535760 rejected=159436 last=keep reason=rewritten
+[llm clean] completed=2229500 submitted=2229571 kept=4535857 rejected=159439 last=keep reason=rewritten
+[llm clean] completed=2229600 submitted=2229671 kept=4535952 rejected=159444 last=keep reason=rewritten
+[llm clean] completed=2229700 submitted=2229771 kept=4536052 rejected=159444 last=keep reason=rewritten
+[llm clean] completed=2229800 submitted=2229871 kept=4536148 rejected=159448 last=reject reason=The text is a collection of conspiracy theories and personal claims lacking coherent article-style structure, factual gr
+[llm clean] completed=2229900 submitted=2229971 kept=4536237 rejected=159459 last=keep reason=rewritten
+[llm clean] completed=2230000 submitted=2230071 kept=4536334 rejected=159462 last=keep reason=rewritten
+[llm clean] completed=2230100 submitted=2230171 kept=4536434 rejected=159462 last=keep reason=rewritten
+[llm clean] completed=2230200 submitted=2230271 kept=4536532 rejected=159464 last=keep reason=rewritten
+[llm clean] completed=2230300 submitted=2230371 kept=4536619 rejected=159477 last=keep reason=rewritten
+[llm clean] completed=2230400 submitted=2230471 kept=4536717 rejected=159479 last=keep reason=rewritten
+[llm clean] completed=2230500 submitted=2230571 kept=4536816 rejected=159480 last=keep reason=rewritten
+[llm clean] completed=2230600 submitted=2230671 kept=4536909 rejected=159487 last=keep reason=rewritten
+[llm clean] completed=2230700 submitted=2230771 kept=4537003 rejected=159493 last=keep reason=rewritten
+[llm clean] completed=2230800 submitted=2230871 kept=4537086 rejected=159510 last=keep reason=rewritten
+[llm clean] completed=2230900 submitted=2230971 kept=4537182 rejected=159514 last=keep reason=rewritten
+[llm clean] completed=2231000 submitted=2231071 kept=4537281 rejected=159515 last=keep reason=rewritten
+[llm clean] completed=2231100 submitted=2231171 kept=4537376 rejected=159520 last=keep reason=rewritten
+[llm clean] completed=2231200 submitted=2231271 kept=4537473 rejected=159523 last=keep reason=rewritten
+[llm clean] completed=2231300 submitted=2231371 kept=4537571 rejected=159525 last=keep reason=rewritten
+[llm clean] completed=2231400 submitted=2231471 kept=4537665 rejected=159531 last=reject reason=The text is a fragmented list of photo captions and metadata with repetitive boilerplate, lacking coherent article-style
+[llm clean] completed=2231500 submitted=2231571 kept=4537759 rejected=159537 last=keep reason=rewritten
+[llm clean] completed=2231600 submitted=2231671 kept=4537853 rejected=159543 last=keep reason=rewritten
+[llm clean] completed=2231700 submitted=2231771 kept=4537946 rejected=159550 last=keep reason=rewritten
+[llm clean] completed=2231800 submitted=2231871 kept=4538046 rejected=159550 last=keep reason=rewritten
+[llm clean] completed=2231900 submitted=2231971 kept=4538144 rejected=159552 last=keep reason=rewritten
+[llm clean] completed=2232000 submitted=2232071 kept=4538243 rejected=159553 last=keep reason=rewritten
+[llm clean] completed=2232100 submitted=2232171 kept=4538341 rejected=159555 last=keep reason=rewritten
+[llm clean] completed=2232200 submitted=2232271 kept=4538432 rejected=159564 last=keep reason=rewritten
+[llm clean] completed=2232300 submitted=2232371 kept=4538528 rejected=159568 last=keep reason=rewritten
+[llm clean] completed=2232400 submitted=2232471 kept=4538626 rejected=159570 last=reject reason=The input is a list of short descriptions for various TV shows and movies, lacking coherent narrative structure or meani
+[llm clean] completed=2232500 submitted=2232571 kept=4538724 rejected=159572 last=keep reason=rewritten
+[llm clean] completed=2232600 submitted=2232671 kept=4538820 rejected=159576 last=keep reason=rewritten
+[llm clean] completed=2232700 submitted=2232771 kept=4538918 rejected=159578 last=keep reason=rewritten
+[llm clean] completed=2232800 submitted=2232871 kept=4539015 rejected=159581 last=keep reason=rewritten
+[llm clean] completed=2232900 submitted=2232971 kept=4539113 rejected=159583 last=keep reason=rewritten
+[llm clean] completed=2233000 submitted=2233071 kept=4539205 rejected=159591 last=keep reason=rewritten
+[llm clean] completed=2233100 submitted=2233171 kept=4539296 rejected=159600 last=keep reason=rewritten
+[llm clean] completed=2233200 submitted=2233271 kept=4539396 rejected=159600 last=keep reason=rewritten
+[llm clean] completed=2233300 submitted=2233371 kept=4539489 rejected=159607 last=keep reason=rewritten
+[llm clean] completed=2233400 submitted=2233471 kept=4539589 rejected=159607 last=keep reason=rewritten
+[llm clean] completed=2233500 submitted=2233571 kept=4539688 rejected=159608 last=keep reason=rewritten
+[llm clean] completed=2233600 submitted=2233671 kept=4539787 rejected=159609 last=keep reason=rewritten
+[llm clean] completed=2233700 submitted=2233771 kept=4539876 rejected=159620 last=keep reason=rewritten
+[llm clean] completed=2233800 submitted=2233871 kept=4539972 rejected=159624 last=keep reason=rewritten
+[llm clean] completed=2233900 submitted=2233971 kept=4540069 rejected=159627 last=keep reason=rewritten
+[llm clean] completed=2234000 submitted=2234071 kept=4540167 rejected=159629 last=keep reason=rewritten
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+[llm clean] completed=2234200 submitted=2234271 kept=4540362 rejected=159634 last=keep reason=rewritten
+[llm clean] completed=2234300 submitted=2234371 kept=4540458 rejected=159638 last=keep reason=rewritten
+[llm clean] completed=2234400 submitted=2234471 kept=4540556 rejected=159640 last=keep reason=rewritten
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+[llm clean] completed=2235000 submitted=2235071 kept=4541125 rejected=159671 last=keep reason=rewritten
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+[llm clean] completed=2235600 submitted=2235671 kept=4541696 rejected=159700 last=keep reason=rewritten
+[llm clean] completed=2235700 submitted=2235771 kept=4541795 rejected=159701 last=keep reason=rewritten
+[llm clean] completed=2235800 submitted=2235871 kept=4541895 rejected=159701 last=keep reason=rewritten
+[llm clean] completed=2235900 submitted=2235970 kept=4541992 rejected=159704 last=keep reason=rewritten
+[llm clean] completed=2236000 submitted=2236071 kept=4542091 rejected=159705 last=keep reason=rewritten
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+[llm clean] completed=2236300 submitted=2236371 kept=4542382 rejected=159714 last=keep reason=rewritten
+[llm clean] completed=2236400 submitted=2236471 kept=4542480 rejected=159716 last=keep reason=rewritten
+[llm clean] completed=2236500 submitted=2236571 kept=4542578 rejected=159718 last=keep reason=rewritten
+[llm clean] completed=2236600 submitted=2236671 kept=4542673 rejected=159723 last=keep reason=rewritten
+[llm clean] completed=2236700 submitted=2236771 kept=4542772 rejected=159724 last=keep reason=rewritten
+[llm clean] completed=2236800 submitted=2236871 kept=4542868 rejected=159728 last=keep reason=rewritten
+[llm clean] completed=2236900 submitted=2236971 kept=4542960 rejected=159736 last=keep reason=rewritten
+[llm clean] completed=2237000 submitted=2237071 kept=4543060 rejected=159736 last=keep reason=rewritten
+[llm clean] completed=2237100 submitted=2237171 kept=4543157 rejected=159739 last=keep reason=rewritten
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+[llm clean] completed=2237300 submitted=2237371 kept=4543350 rejected=159746 last=keep reason=rewritten
+[llm clean] completed=2237400 submitted=2237471 kept=4543449 rejected=159747 last=keep reason=rewritten
+[llm clean] completed=2237500 submitted=2237571 kept=4543545 rejected=159751 last=keep reason=rewritten
+[llm clean] completed=2237600 submitted=2237671 kept=4543636 rejected=159760 last=keep reason=rewritten
+[llm clean] completed=2237700 submitted=2237771 kept=4543735 rejected=159761 last=keep reason=rewritten
+[llm clean] completed=2237800 submitted=2237871 kept=4543835 rejected=159761 last=keep reason=rewritten
+[llm clean] completed=2237900 submitted=2237971 kept=4543931 rejected=159765 last=keep reason=rewritten
+[llm clean] completed=2238000 submitted=2238071 kept=4544029 rejected=159767 last=keep reason=rewritten
+[llm clean] completed=2238100 submitted=2238171 kept=4544127 rejected=159769 last=keep reason=rewritten
+[llm clean] completed=2238200 submitted=2238271 kept=4544225 rejected=159771 last=keep reason=rewritten
+[llm clean] completed=2238300 submitted=2238371 kept=4544323 rejected=159773 last=keep reason=rewritten
+[llm clean] completed=2238400 submitted=2238471 kept=4544420 rejected=159776 last=keep reason=rewritten
+[llm clean] completed=2238500 submitted=2238571 kept=4544518 rejected=159778 last=keep reason=rewritten
+[llm clean] completed=2238600 submitted=2238671 kept=4544605 rejected=159791 last=keep reason=rewritten
+[llm clean] completed=2238700 submitted=2238771 kept=4544700 rejected=159796 last=keep reason=clean_no_rewrite
+[llm clean] completed=2238800 submitted=2238871 kept=4544799 rejected=159797 last=keep reason=rewritten
+[llm clean] completed=2238900 submitted=2238971 kept=4544898 rejected=159798 last=keep reason=rewritten
+[llm clean] completed=2239000 submitted=2239071 kept=4544994 rejected=159802 last=keep reason=rewritten
+[llm clean] completed=2239100 submitted=2239171 kept=4545092 rejected=159804 last=keep reason=rewritten
+[llm clean] completed=2239200 submitted=2239271 kept=4545189 rejected=159807 last=reject reason=The text is primarily a forum post with user metadata, navigation artifacts, and boilerplate footer information. It lack
+[llm clean] completed=2239300 submitted=2239371 kept=4545287 rejected=159809 last=keep reason=rewritten
+[llm clean] completed=2239400 submitted=2239471 kept=4545387 rejected=159809 last=keep reason=rewritten
+[llm clean] completed=2239500 submitted=2239571 kept=4545483 rejected=159813 last=keep reason=rewritten
+[llm clean] completed=2239600 submitted=2239671 kept=4545580 rejected=159816 last=keep reason=rewritten
+[llm clean] completed=2239700 submitted=2239771 kept=4545679 rejected=159817 last=keep reason=rewritten
+[llm clean] completed=2239800 submitted=2239871 kept=4545779 rejected=159817 last=keep reason=rewritten
+[llm clean] completed=2239900 submitted=2239971 kept=4545873 rejected=159823 last=keep reason=rewritten
+[llm clean] completed=2240000 submitted=2240071 kept=4545967 rejected=159829 last=keep reason=rewritten
+[llm clean] completed=2240100 submitted=2240171 kept=4546061 rejected=159835 last=keep reason=rewritten
+[llm clean] completed=2240200 submitted=2240271 kept=4546160 rejected=159836 last=keep reason=rewritten
+[llm clean] completed=2240300 submitted=2240371 kept=4546258 rejected=159838 last=keep reason=rewritten
+[llm clean] completed=2240400 submitted=2240471 kept=4546357 rejected=159839 last=keep reason=rewritten
+[llm clean] completed=2240500 submitted=2240571 kept=4546456 rejected=159840 last=keep reason=rewritten
+[llm clean] completed=2240600 submitted=2240671 kept=4546554 rejected=159842 last=keep reason=rewritten
+[llm clean] completed=2240700 submitted=2240771 kept=4546652 rejected=159844 last=keep reason=rewritten
+[llm clean] completed=2240800 submitted=2240871 kept=4546750 rejected=159846 last=keep reason=rewritten
+[llm clean] completed=2240900 submitted=2240971 kept=4546843 rejected=159853 last=keep reason=rewritten
+[llm clean] completed=2241000 submitted=2241071 kept=4546940 rejected=159856 last=keep reason=rewritten
+[llm clean] completed=2241100 submitted=2241171 kept=4547040 rejected=159856 last=keep reason=rewritten
+[llm clean] completed=2241200 submitted=2241271 kept=4547138 rejected=159858 last=keep reason=rewritten
+[llm clean] completed=2241300 submitted=2241371 kept=4547238 rejected=159858 last=keep reason=rewritten
+[llm clean] completed=2241400 submitted=2241471 kept=4547334 rejected=159862 last=keep reason=rewritten
+[llm clean] completed=2241500 submitted=2241571 kept=4547432 rejected=159864 last=keep reason=rewritten
+[llm clean] completed=2241600 submitted=2241671 kept=4547529 rejected=159867 last=keep reason=rewritten
+[llm clean] completed=2241700 submitted=2241771 kept=4547624 rejected=159872 last=keep reason=rewritten
+[llm clean] completed=2241800 submitted=2241871 kept=4547720 rejected=159876 last=keep reason=rewritten
+[llm clean] completed=2241900 submitted=2241971 kept=4547816 rejected=159880 last=keep reason=rewritten
+[llm clean] completed=2242000 submitted=2242071 kept=4547913 rejected=159883 last=keep reason=rewritten
+[llm clean] completed=2242100 submitted=2242171 kept=4548011 rejected=159885 last=keep reason=rewritten
+[llm clean] completed=2242200 submitted=2242271 kept=4548106 rejected=159890 last=keep reason=rewritten
+[llm clean] completed=2242300 submitted=2242371 kept=4548202 rejected=159894 last=keep reason=rewritten
+[llm clean] completed=2242400 submitted=2242471 kept=4548302 rejected=159894 last=keep reason=rewritten
+[llm clean] completed=2242500 submitted=2242571 kept=4548397 rejected=159899 last=keep reason=rewritten
+[llm clean] completed=2242600 submitted=2242671 kept=4548492 rejected=159904 last=keep reason=rewritten
+[llm clean] completed=2242700 submitted=2242771 kept=4548591 rejected=159905 last=keep reason=rewritten
+[llm clean] completed=2242800 submitted=2242871 kept=4548689 rejected=159907 last=keep reason=rewritten
+[llm clean] completed=2242900 submitted=2242971 kept=4548786 rejected=159910 last=keep reason=rewritten
+[llm clean] completed=2243000 submitted=2243071 kept=4548884 rejected=159912 last=keep reason=rewritten
+[llm clean] completed=2243100 submitted=2243171 kept=4548981 rejected=159915 last=keep reason=rewritten
+[llm clean] completed=2243200 submitted=2243271 kept=4549063 rejected=159933 last=keep reason=rewritten
+[llm clean] completed=2243300 submitted=2243371 kept=4549161 rejected=159935 last=keep reason=rewritten
+[llm clean] completed=2243400 submitted=2243471 kept=4549256 rejected=159940 last=keep reason=rewritten
+[llm clean] completed=2243500 submitted=2243571 kept=4549352 rejected=159944 last=keep reason=rewritten
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+[llm clean] completed=2243900 submitted=2243971 kept=4549730 rejected=159966 last=keep reason=rewritten
+[llm clean] completed=2244000 submitted=2244071 kept=4549829 rejected=159967 last=keep reason=rewritten
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+[llm clean] completed=2244400 submitted=2244471 kept=4550219 rejected=159977 last=keep reason=rewritten
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+[llm clean] completed=2245600 submitted=2245671 kept=4551337 rejected=160059 last=keep reason=rewritten
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+[llm clean] completed=2245800 submitted=2245871 kept=4551534 rejected=160062 last=keep reason=rewritten
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+[llm clean] completed=2246100 submitted=2246171 kept=4551825 rejected=160071 last=keep reason=rewritten
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+[llm clean] completed=2246300 submitted=2246371 kept=4552018 rejected=160078 last=keep reason=rewritten
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+[llm clean] completed=2247000 submitted=2247071 kept=4552689 rejected=160107 last=keep reason=rewritten
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+[llm clean] completed=2247600 submitted=2247671 kept=4553274 rejected=160122 last=keep reason=rewritten
+[llm clean] completed=2247700 submitted=2247771 kept=4553367 rejected=160129 last=keep reason=rewritten
+[llm clean] completed=2247800 submitted=2247871 kept=4553465 rejected=160131 last=keep reason=rewritten
+[llm clean] completed=2247900 submitted=2247971 kept=4553563 rejected=160133 last=keep reason=rewritten
+[llm clean] completed=2248000 submitted=2248071 kept=4553659 rejected=160137 last=keep reason=rewritten
+[llm clean] completed=2248100 submitted=2248171 kept=4553757 rejected=160139 last=keep reason=rewritten
+[llm clean] completed=2248200 submitted=2248271 kept=4553857 rejected=160139 last=keep reason=rewritten
+[llm clean] completed=2248300 submitted=2248371 kept=4553955 rejected=160141 last=keep reason=rewritten
+[llm clean] completed=2248400 submitted=2248471 kept=4554053 rejected=160143 last=keep reason=rewritten
+[llm clean] completed=2248500 submitted=2248571 kept=4554149 rejected=160147 last=keep reason=rewritten
+[llm clean] completed=2248600 submitted=2248671 kept=4554248 rejected=160148 last=keep reason=rewritten
+[llm clean] completed=2248700 submitted=2248771 kept=4554343 rejected=160153 last=keep reason=rewritten
+[llm clean] completed=2248800 submitted=2248871 kept=4554442 rejected=160154 last=keep reason=rewritten
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+[llm clean] completed=2249000 submitted=2249071 kept=4554624 rejected=160172 last=keep reason=rewritten
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+[llm clean] completed=2249200 submitted=2249271 kept=4554822 rejected=160174 last=keep reason=rewritten
+[llm clean] completed=2249300 submitted=2249371 kept=4554920 rejected=160176 last=keep reason=rewritten
+[llm clean] completed=2249400 submitted=2249471 kept=4555015 rejected=160181 last=keep reason=rewritten
+[llm clean] completed=2249500 submitted=2249571 kept=4555110 rejected=160186 last=keep reason=rewritten
+[llm clean] completed=2249600 submitted=2249671 kept=4555209 rejected=160187 last=keep reason=rewritten
+[llm clean] completed=2249700 submitted=2249771 kept=4555307 rejected=160189 last=keep reason=rewritten
+[llm clean] completed=2249800 submitted=2249871 kept=4555407 rejected=160189 last=keep reason=rewritten
+[llm clean] completed=2249900 submitted=2249971 kept=4555505 rejected=160191 last=keep reason=rewritten
+[llm clean] completed=2250000 submitted=2250071 kept=4555598 rejected=160198 last=keep reason=rewritten
+[llm clean] completed=2250100 submitted=2250171 kept=4555695 rejected=160201 last=keep reason=rewritten
+[llm clean] completed=2250200 submitted=2250271 kept=4555791 rejected=160205 last=keep reason=rewritten
+[llm clean] completed=2250300 submitted=2250371 kept=4555889 rejected=160207 last=keep reason=rewritten
+[llm clean] completed=2250400 submitted=2250471 kept=4555987 rejected=160209 last=keep reason=rewritten
+[llm clean] completed=2250500 submitted=2250571 kept=4556084 rejected=160212 last=keep reason=rewritten
+[llm clean] completed=2250600 submitted=2250671 kept=4556182 rejected=160214 last=keep reason=rewritten
+[llm clean] completed=2250700 submitted=2250771 kept=4556275 rejected=160221 last=keep reason=rewritten
+[llm clean] completed=2250800 submitted=2250871 kept=4556372 rejected=160224 last=keep reason=rewritten
+[llm clean] completed=2250900 submitted=2250971 kept=4556470 rejected=160226 last=keep reason=rewritten
+[llm clean] completed=2251000 submitted=2251071 kept=4556567 rejected=160229 last=keep reason=rewritten
+[llm clean] completed=2251100 submitted=2251171 kept=4556666 rejected=160230 last=keep reason=rewritten
+[llm clean] completed=2251200 submitted=2251271 kept=4556760 rejected=160236 last=reject reason=The text contains hate speech, racist ideology, and calls for racial purification and violence against specific groups (
+[llm clean] completed=2251300 submitted=2251371 kept=4556847 rejected=160249 last=keep reason=rewritten
+[llm clean] completed=2251400 submitted=2251471 kept=4556945 rejected=160251 last=keep reason=rewritten
+[llm clean] completed=2251500 submitted=2251571 kept=4557044 rejected=160252 last=keep reason=rewritten
+[llm clean] completed=2251600 submitted=2251671 kept=4557135 rejected=160261 last=keep reason=rewritten
+[llm clean] completed=2251700 submitted=2251771 kept=4557230 rejected=160266 last=reject reason=The text is a raw, unstructured list of internet acronyms and slang definitions without coherent prose structure, making
+[llm clean] completed=2251800 submitted=2251871 kept=4557324 rejected=160272 last=keep reason=rewritten
+[llm clean] completed=2251900 submitted=2251971 kept=4557423 rejected=160273 last=keep reason=rewritten
+[llm clean] completed=2252000 submitted=2252071 kept=4557521 rejected=160275 last=keep reason=rewritten
+[llm clean] completed=2252100 submitted=2252171 kept=4557618 rejected=160278 last=keep reason=rewritten
+[llm clean] completed=2252200 submitted=2252271 kept=4557716 rejected=160280 last=keep reason=rewritten
+[llm clean] completed=2252300 submitted=2252371 kept=4557815 rejected=160281 last=keep reason=rewritten
+[llm clean] completed=2252400 submitted=2252471 kept=4557911 rejected=160285 last=keep reason=rewritten
+[llm clean] completed=2252500 submitted=2252571 kept=4558009 rejected=160287 last=keep reason=rewritten
+[llm clean] completed=2252600 submitted=2252671 kept=4558108 rejected=160288 last=keep reason=rewritten
+[llm clean] completed=2252700 submitted=2252771 kept=4558206 rejected=160290 last=keep reason=rewritten
+[llm clean] completed=2252800 submitted=2252871 kept=4558299 rejected=160297 last=keep reason=rewritten
+[llm clean] completed=2252900 submitted=2252971 kept=4558394 rejected=160302 last=keep reason=rewritten
+[llm clean] completed=2253000 submitted=2253071 kept=4558493 rejected=160303 last=keep reason=rewritten
+[llm clean] completed=2253100 submitted=2253171 kept=4558591 rejected=160305 last=keep reason=rewritten
+[llm clean] completed=2253200 submitted=2253271 kept=4558688 rejected=160308 last=keep reason=rewritten
+[llm clean] completed=2253300 submitted=2253371 kept=4558777 rejected=160319 last=keep reason=rewritten
+[llm clean] completed=2253400 submitted=2253471 kept=4558876 rejected=160320 last=keep reason=rewritten
+[llm clean] completed=2253500 submitted=2253571 kept=4558976 rejected=160320 last=keep reason=rewritten
+[llm clean] completed=2253600 submitted=2253671 kept=4559071 rejected=160325 last=keep reason=rewritten
+[llm clean] completed=2253700 submitted=2253771 kept=4559167 rejected=160329 last=keep reason=rewritten
+[llm clean] completed=2253800 submitted=2253871 kept=4559266 rejected=160330 last=keep reason=rewritten
+[llm clean] completed=2253900 submitted=2253971 kept=4559364 rejected=160332 last=keep reason=rewritten
+[llm clean] completed=2254000 submitted=2254071 kept=4559462 rejected=160334 last=keep reason=rewritten
+[llm clean] completed=2254100 submitted=2254171 kept=4559561 rejected=160335 last=keep reason=rewritten
+[llm clean] completed=2254200 submitted=2254271 kept=4559661 rejected=160335 last=keep reason=rewritten
+[llm clean] completed=2254300 submitted=2254371 kept=4559756 rejected=160340 last=keep reason=rewritten
+[llm clean] completed=2254400 submitted=2254471 kept=4559854 rejected=160342 last=keep reason=rewritten
+[llm clean] completed=2254500 submitted=2254571 kept=4559953 rejected=160343 last=keep reason=rewritten
+[llm clean] completed=2254600 submitted=2254671 kept=4560052 rejected=160344 last=keep reason=rewritten
+[llm clean] completed=2254700 submitted=2254771 kept=4560148 rejected=160348 last=keep reason=rewritten
+[llm clean] completed=2254800 submitted=2254871 kept=4560246 rejected=160350 last=keep reason=rewritten
+[llm clean] completed=2254900 submitted=2254971 kept=4560343 rejected=160353 last=keep reason=rewritten
+[llm clean] completed=2255000 submitted=2255071 kept=4560437 rejected=160359 last=keep reason=rewritten
+[llm clean] completed=2255100 submitted=2255171 kept=4560529 rejected=160367 last=keep reason=rewritten
+[llm clean] completed=2255200 submitted=2255271 kept=4560626 rejected=160370 last=keep reason=rewritten
+[llm clean] completed=2255300 submitted=2255371 kept=4560724 rejected=160372 last=keep reason=rewritten
+[llm clean] completed=2255400 submitted=2255471 kept=4560811 rejected=160385 last=keep reason=rewritten
+[llm clean] completed=2255500 submitted=2255571 kept=4560910 rejected=160386 last=keep reason=rewritten
+[llm clean] completed=2255600 submitted=2255671 kept=4561006 rejected=160390 last=keep reason=rewritten
+[llm clean] completed=2255700 submitted=2255771 kept=4561103 rejected=160393 last=keep reason=rewritten
+[llm clean] completed=2255800 submitted=2255871 kept=4561201 rejected=160395 last=keep reason=rewritten
+[llm clean] completed=2255900 submitted=2255971 kept=4561299 rejected=160397 last=keep reason=rewritten
+[llm clean] completed=2256000 submitted=2256071 kept=4561396 rejected=160400 last=keep reason=rewritten
+[llm clean] completed=2256100 submitted=2256171 kept=4561494 rejected=160402 last=keep reason=rewritten
+[llm clean] completed=2256200 submitted=2256271 kept=4561592 rejected=160404 last=keep reason=rewritten
+[llm clean] completed=2256300 submitted=2256371 kept=4561688 rejected=160408 last=keep reason=rewritten
+[llm clean] completed=2256400 submitted=2256471 kept=4561783 rejected=160413 last=reject reason=The text is primarily a list of credits, names, and roles with minimal context, resembling a roster or metadata rather t
+[llm clean] completed=2256500 submitted=2256571 kept=4561871 rejected=160425 last=keep reason=rewritten
+[llm clean] completed=2256600 submitted=2256671 kept=4561957 rejected=160439 last=keep reason=rewritten
+[llm clean] completed=2256700 submitted=2256771 kept=4562054 rejected=160442 last=keep reason=rewritten
+[llm clean] completed=2256800 submitted=2256871 kept=4562149 rejected=160447 last=keep reason=rewritten
+[llm clean] completed=2256900 submitted=2256971 kept=4562246 rejected=160450 last=keep reason=rewritten
+[llm clean] completed=2257000 submitted=2257071 kept=4562339 rejected=160457 last=keep reason=rewritten
+[llm clean] completed=2257100 submitted=2257171 kept=4562418 rejected=160478 last=keep reason=rewritten
+[llm clean] completed=2257200 submitted=2257271 kept=4562517 rejected=160479 last=keep reason=rewritten
+[llm clean] completed=2257300 submitted=2257371 kept=4562616 rejected=160480 last=keep reason=rewritten
+[llm clean] completed=2257400 submitted=2257471 kept=4562716 rejected=160480 last=keep reason=rewritten
+[llm clean] completed=2257500 submitted=2257571 kept=4562814 rejected=160482 last=keep reason=rewritten
+[llm clean] completed=2257600 submitted=2257671 kept=4562902 rejected=160494 last=keep reason=rewritten
+[llm clean] completed=2257700 submitted=2257771 kept=4562997 rejected=160499 last=keep reason=rewritten
+[llm clean] completed=2257800 submitted=2257871 kept=4563096 rejected=160500 last=keep reason=rewritten
+[llm clean] completed=2257900 submitted=2257971 kept=4563195 rejected=160501 last=keep reason=rewritten
+[llm clean] completed=2258000 submitted=2258071 kept=4563293 rejected=160503 last=keep reason=rewritten
+[llm clean] completed=2258100 submitted=2258171 kept=4563389 rejected=160507 last=keep reason=rewritten
+[llm clean] completed=2258200 submitted=2258271 kept=4563488 rejected=160508 last=keep reason=rewritten
+[llm clean] completed=2258300 submitted=2258371 kept=4563586 rejected=160510 last=keep reason=rewritten
+[llm clean] completed=2258400 submitted=2258471 kept=4563683 rejected=160513 last=keep reason=rewritten
+[llm clean] completed=2258500 submitted=2258571 kept=4563779 rejected=160517 last=keep reason=rewritten
+[llm clean] completed=2258600 submitted=2258671 kept=4563879 rejected=160517 last=keep reason=rewritten
+[llm clean] completed=2258700 submitted=2258771 kept=4563978 rejected=160518 last=keep reason=rewritten
+[llm clean] completed=2258800 submitted=2258871 kept=4564078 rejected=160518 last=keep reason=rewritten
+[llm clean] completed=2258900 submitted=2258971 kept=4564177 rejected=160519 last=keep reason=rewritten
+[llm clean] completed=2259000 submitted=2259071 kept=4564276 rejected=160520 last=keep reason=rewritten
+[llm clean] completed=2259100 submitted=2259171 kept=4564374 rejected=160522 last=keep reason=rewritten
+[llm clean] completed=2259200 submitted=2259271 kept=4564472 rejected=160524 last=keep reason=rewritten
+[llm clean] completed=2259300 submitted=2259371 kept=4564571 rejected=160525 last=keep reason=rewritten
+[llm clean] completed=2259400 submitted=2259471 kept=4564666 rejected=160530 last=keep reason=rewritten
+[llm clean] completed=2259500 submitted=2259571 kept=4564764 rejected=160532 last=keep reason=rewritten
+[llm clean] completed=2259600 submitted=2259671 kept=4564862 rejected=160534 last=keep reason=rewritten
+[llm clean] completed=2259700 submitted=2259771 kept=4564960 rejected=160536 last=keep reason=rewritten
+[llm clean] completed=2259800 submitted=2259871 kept=4565055 rejected=160541 last=keep reason=rewritten
+[llm clean] completed=2259900 submitted=2259971 kept=4565153 rejected=160543 last=keep reason=rewritten
+[llm clean] completed=2260000 submitted=2260071 kept=4565250 rejected=160546 last=keep reason=rewritten
+[llm clean] completed=2260100 submitted=2260171 kept=4565349 rejected=160547 last=keep reason=rewritten
+[llm clean] completed=2260200 submitted=2260271 kept=4565442 rejected=160554 last=keep reason=rewritten
+[llm clean] completed=2260300 submitted=2260371 kept=4565538 rejected=160558 last=keep reason=rewritten
+[llm clean] completed=2260400 submitted=2260471 kept=4565633 rejected=160563 last=keep reason=rewritten
+[llm clean] completed=2260500 submitted=2260571 kept=4565725 rejected=160571 last=keep reason=rewritten
+[llm clean] completed=2260600 submitted=2260671 kept=4565824 rejected=160572 last=keep reason=rewritten
+[llm clean] completed=2260700 submitted=2260771 kept=4565920 rejected=160576 last=keep reason=rewritten
+[llm clean] completed=2260800 submitted=2260871 kept=4566013 rejected=160583 last=keep reason=rewritten
+[llm clean] completed=2260900 submitted=2260971 kept=4566104 rejected=160592 last=reject reason=The text is primarily a scoreboard, leaderboard, and metadata for a sports prediction game, lacking coherent article-sty
+[llm clean] completed=2261000 submitted=2261071 kept=4566204 rejected=160592 last=keep reason=rewritten
+[llm clean] completed=2261100 submitted=2261171 kept=4566302 rejected=160594 last=keep reason=rewritten
+[llm clean] completed=2261200 submitted=2261271 kept=4566402 rejected=160594 last=keep reason=rewritten
+[llm clean] completed=2261300 submitted=2261371 kept=4566502 rejected=160594 last=keep reason=rewritten
+[llm clean] completed=2261400 submitted=2261471 kept=4566600 rejected=160596 last=keep reason=rewritten
+[llm clean] completed=2261500 submitted=2261571 kept=4566696 rejected=160600 last=keep reason=rewritten
+[llm clean] completed=2261600 submitted=2261671 kept=4566796 rejected=160600 last=keep reason=rewritten
+[llm clean] completed=2261700 submitted=2261771 kept=4566894 rejected=160602 last=keep reason=rewritten
+[llm clean] completed=2261800 submitted=2261871 kept=4566990 rejected=160606 last=keep reason=rewritten
+[llm clean] completed=2261900 submitted=2261971 kept=4567086 rejected=160610 last=keep reason=rewritten
+[llm clean] completed=2262000 submitted=2262071 kept=4567186 rejected=160610 last=keep reason=rewritten
+[llm clean] completed=2262100 submitted=2262171 kept=4567286 rejected=160610 last=keep reason=rewritten
+[llm clean] completed=2262200 submitted=2262271 kept=4567378 rejected=160618 last=keep reason=rewritten
+[llm clean] completed=2262300 submitted=2262371 kept=4567474 rejected=160622 last=keep reason=rewritten
+[llm clean] completed=2262400 submitted=2262471 kept=4567573 rejected=160623 last=keep reason=rewritten
+[llm clean] completed=2262500 submitted=2262571 kept=4567667 rejected=160629 last=keep reason=rewritten
+[llm clean] completed=2262600 submitted=2262671 kept=4567766 rejected=160630 last=keep reason=rewritten
+[llm clean] completed=2262700 submitted=2262771 kept=4567865 rejected=160631 last=keep reason=rewritten
+[llm clean] completed=2262800 submitted=2262871 kept=4567961 rejected=160635 last=keep reason=rewritten
+[llm clean] completed=2262900 submitted=2262971 kept=4568059 rejected=160637 last=keep reason=rewritten
+[llm clean] completed=2263000 submitted=2263071 kept=4568151 rejected=160645 last=reject reason=The text is a fragmented collection of geocaching clues, coordinates, and metadata rather than coherent article-style pr
+[llm clean] completed=2263100 submitted=2263171 kept=4568247 rejected=160649 last=keep reason=rewritten
+[llm clean] completed=2263200 submitted=2263270 kept=4568331 rejected=160665 last=keep reason=rewritten
+[llm clean] completed=2263300 submitted=2263371 kept=4568422 rejected=160674 last=keep reason=rewritten
+[llm clean] completed=2263400 submitted=2263471 kept=4568510 rejected=160686 last=keep reason=rewritten
+[llm clean] completed=2263500 submitted=2263571 kept=4568606 rejected=160690 last=keep reason=rewritten
+[llm clean] completed=2263600 submitted=2263671 kept=4568704 rejected=160692 last=keep reason=rewritten
+[llm clean] completed=2263700 submitted=2263771 kept=4568798 rejected=160698 last=keep reason=rewritten
+[llm clean] completed=2263800 submitted=2263871 kept=4568889 rejected=160707 last=keep reason=rewritten
+[llm clean] completed=2263900 submitted=2263971 kept=4568977 rejected=160719 last=keep reason=rewritten
+[llm clean] completed=2264000 submitted=2264071 kept=4569064 rejected=160732 last=keep reason=rewritten
+[llm clean] completed=2264100 submitted=2264171 kept=4569163 rejected=160733 last=keep reason=rewritten
+[llm clean] completed=2264200 submitted=2264271 kept=4569262 rejected=160734 last=keep reason=rewritten
+[llm clean] completed=2264300 submitted=2264371 kept=4569361 rejected=160735 last=keep reason=rewritten
+[llm clean] completed=2264400 submitted=2264471 kept=4569456 rejected=160740 last=keep reason=rewritten
+[llm clean] completed=2264500 submitted=2264571 kept=4569555 rejected=160741 last=keep reason=rewritten
+[llm clean] completed=2264600 submitted=2264671 kept=4569652 rejected=160744 last=keep reason=rewritten
+[llm clean] completed=2264700 submitted=2264771 kept=4569742 rejected=160754 last=keep reason=rewritten
+[llm clean] completed=2264800 submitted=2264871 kept=4569840 rejected=160756 last=keep reason=rewritten
+[llm clean] completed=2264900 submitted=2264971 kept=4569936 rejected=160760 last=keep reason=rewritten
+[llm clean] completed=2265000 submitted=2265071 kept=4570036 rejected=160760 last=keep reason=rewritten
+[llm clean] completed=2265100 submitted=2265171 kept=4570130 rejected=160766 last=keep reason=rewritten
+[llm clean] completed=2265200 submitted=2265271 kept=4570226 rejected=160770 last=keep reason=rewritten
+[llm clean] completed=2265300 submitted=2265371 kept=4570325 rejected=160771 last=keep reason=rewritten
+[llm clean] completed=2265400 submitted=2265471 kept=4570420 rejected=160776 last=keep reason=rewritten
+[llm clean] completed=2265500 submitted=2265571 kept=4570519 rejected=160777 last=keep reason=rewritten
+[llm clean] completed=2265600 submitted=2265671 kept=4570585 rejected=160811 last=keep reason=rewritten
+[llm clean] completed=2265700 submitted=2265771 kept=4570685 rejected=160811 last=keep reason=rewritten
+[llm clean] completed=2265800 submitted=2265871 kept=4570781 rejected=160815 last=keep reason=rewritten
+[llm clean] completed=2265900 submitted=2265971 kept=4570870 rejected=160826 last=keep reason=rewritten
+[llm clean] completed=2266000 submitted=2266071 kept=4570967 rejected=160829 last=keep reason=rewritten
+[llm clean] completed=2266100 submitted=2266171 kept=4571061 rejected=160835 last=keep reason=rewritten
+[llm clean] completed=2266200 submitted=2266271 kept=4571158 rejected=160838 last=keep reason=rewritten
+[llm clean] completed=2266300 submitted=2266371 kept=4571257 rejected=160839 last=keep reason=rewritten
+[llm clean] completed=2266400 submitted=2266471 kept=4571355 rejected=160841 last=keep reason=rewritten
+[llm clean] completed=2266500 submitted=2266571 kept=4571453 rejected=160843 last=keep reason=rewritten
+[llm clean] completed=2266600 submitted=2266671 kept=4571548 rejected=160848 last=reject reason=The text is a fragmented list of baseball player names, positions, and contract details interspersed with image captions
+[llm clean] completed=2266700 submitted=2266771 kept=4571640 rejected=160856 last=keep reason=rewritten
+[llm clean] completed=2266800 submitted=2266871 kept=4571736 rejected=160860 last=keep reason=rewritten
+[llm clean] completed=2266900 submitted=2266971 kept=4571832 rejected=160864 last=keep reason=rewritten
+[llm clean] completed=2267000 submitted=2267071 kept=4571931 rejected=160865 last=keep reason=rewritten
+[llm clean] completed=2267100 submitted=2267171 kept=4572029 rejected=160867 last=keep reason=rewritten
+[llm clean] completed=2267200 submitted=2267271 kept=4572123 rejected=160873 last=reject reason=The text is a raw log from a roguelike video game (specifically NetHack or a similar ASCII-based dungeon crawler), consi
+[llm clean] completed=2267300 submitted=2267371 kept=4572212 rejected=160884 last=keep reason=rewritten
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+[llm clean] completed=2268000 submitted=2268071 kept=4572896 rejected=160900 last=keep reason=rewritten
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+[llm clean] completed=2268200 submitted=2268271 kept=4573096 rejected=160900 last=keep reason=rewritten
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+[llm clean] completed=2268500 submitted=2268571 kept=4573389 rejected=160907 last=keep reason=rewritten
+[llm clean] completed=2268600 submitted=2268671 kept=4573472 rejected=160924 last=keep reason=rewritten
+[llm clean] completed=2268700 submitted=2268771 kept=4573561 rejected=160935 last=keep reason=rewritten
+[llm clean] completed=2268800 submitted=2268871 kept=4573656 rejected=160940 last=keep reason=rewritten
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+[llm clean] completed=2269000 submitted=2269071 kept=4573838 rejected=160958 last=keep reason=rewritten
+[llm clean] completed=2269100 submitted=2269171 kept=4573938 rejected=160958 last=keep reason=rewritten
+[llm clean] completed=2269200 submitted=2269271 kept=4574038 rejected=160958 last=keep reason=rewritten
+[llm clean] completed=2269300 submitted=2269371 kept=4574138 rejected=160958 last=keep reason=rewritten
+[llm clean] completed=2269400 submitted=2269471 kept=4574237 rejected=160959 last=keep reason=rewritten
+[llm clean] completed=2269500 submitted=2269571 kept=4574336 rejected=160960 last=keep reason=rewritten
+[llm clean] completed=2269600 submitted=2269671 kept=4574435 rejected=160961 last=keep reason=rewritten
+[llm clean] completed=2269700 submitted=2269771 kept=4574535 rejected=160961 last=keep reason=rewritten
+[llm clean] completed=2269800 submitted=2269871 kept=4574634 rejected=160962 last=keep reason=rewritten
+[llm clean] completed=2269900 submitted=2269971 kept=4574731 rejected=160965 last=keep reason=rewritten
+[llm clean] completed=2270000 submitted=2270071 kept=4574820 rejected=160976 last=reject reason=The text is a disjointed collection of translated phrases and jokes without a coherent narrative or context, making it i
+[llm clean] completed=2270100 submitted=2270171 kept=4574912 rejected=160984 last=keep reason=rewritten
+[llm clean] completed=2270200 submitted=2270271 kept=4575010 rejected=160986 last=keep reason=rewritten
+[llm clean] completed=2270300 submitted=2270371 kept=4575110 rejected=160986 last=keep reason=rewritten
+[llm clean] completed=2270400 submitted=2270471 kept=4575209 rejected=160987 last=keep reason=rewritten
+[llm clean] completed=2270500 submitted=2270571 kept=4575309 rejected=160987 last=keep reason=rewritten
+[llm clean] completed=2270600 submitted=2270671 kept=4575409 rejected=160987 last=keep reason=rewritten
+[llm clean] completed=2270700 submitted=2270771 kept=4575503 rejected=160993 last=reject reason=The text is a changelog consisting of a list of version updates and feature additions. It lacks coherent narrative struc
+[llm clean] completed=2270800 submitted=2270871 kept=4575601 rejected=160995 last=keep reason=rewritten
+[llm clean] completed=2270900 submitted=2270971 kept=4575695 rejected=161001 last=keep reason=rewritten
+[llm clean] completed=2271000 submitted=2271071 kept=4575794 rejected=161002 last=keep reason=rewritten
+[llm clean] completed=2271100 submitted=2271171 kept=4575893 rejected=161003 last=keep reason=rewritten
+[llm clean] completed=2271200 submitted=2271271 kept=4575986 rejected=161010 last=keep reason=rewritten
+[llm clean] completed=2271300 submitted=2271371 kept=4576085 rejected=161011 last=keep reason=rewritten
+[llm clean] completed=2271400 submitted=2271471 kept=4576178 rejected=161018 last=keep reason=rewritten
+[llm clean] completed=2271500 submitted=2271571 kept=4576274 rejected=161022 last=keep reason=rewritten
+[llm clean] completed=2271600 submitted=2271671 kept=4576371 rejected=161025 last=keep reason=rewritten
+[llm clean] completed=2271700 submitted=2271771 kept=4576466 rejected=161030 last=keep reason=rewritten
+[llm clean] completed=2271800 submitted=2271871 kept=4576562 rejected=161034 last=keep reason=rewritten
+[llm clean] completed=2271900 submitted=2271971 kept=4576661 rejected=161035 last=keep reason=rewritten
+[llm clean] completed=2272000 submitted=2272071 kept=4576761 rejected=161035 last=keep reason=rewritten
+[llm clean] completed=2272100 submitted=2272171 kept=4576859 rejected=161037 last=keep reason=rewritten
+[llm clean] completed=2272200 submitted=2272271 kept=4576959 rejected=161037 last=keep reason=rewritten
+[llm clean] completed=2272300 submitted=2272371 kept=4577058 rejected=161038 last=keep reason=rewritten
+[llm clean] completed=2272400 submitted=2272471 kept=4577158 rejected=161038 last=keep reason=rewritten
+[llm clean] completed=2272500 submitted=2272571 kept=4577255 rejected=161041 last=keep reason=rewritten
+[llm clean] completed=2272600 submitted=2272671 kept=4577350 rejected=161046 last=keep reason=rewritten
+[llm clean] completed=2272700 submitted=2272771 kept=4577450 rejected=161046 last=keep reason=rewritten
+[llm clean] completed=2272800 submitted=2272871 kept=4577543 rejected=161053 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2272900 submitted=2272971 kept=4577635 rejected=161061 last=keep reason=rewritten
+[llm clean] completed=2273000 submitted=2273071 kept=4577730 rejected=161066 last=keep reason=rewritten
+[llm clean] completed=2273100 submitted=2273171 kept=4577829 rejected=161067 last=keep reason=rewritten
+[llm clean] completed=2273200 submitted=2273271 kept=4577928 rejected=161068 last=keep reason=rewritten
+[llm clean] completed=2273300 submitted=2273371 kept=4578026 rejected=161070 last=reject reason=The text is a list of short descriptions for various TV shows and movies, lacking coherent narrative structure or meanin
+[llm clean] completed=2273400 submitted=2273471 kept=4578119 rejected=161077 last=keep reason=rewritten
+[llm clean] completed=2273500 submitted=2273571 kept=4578209 rejected=161087 last=keep reason=rewritten
+[llm clean] completed=2273600 submitted=2273671 kept=4578308 rejected=161088 last=keep reason=rewritten
+[llm clean] completed=2273700 submitted=2273771 kept=4578407 rejected=161089 last=keep reason=rewritten
+[llm clean] completed=2273800 submitted=2273871 kept=4578503 rejected=161093 last=keep reason=rewritten
+[llm clean] completed=2273900 submitted=2273971 kept=4578601 rejected=161095 last=keep reason=rewritten
+[llm clean] completed=2274000 submitted=2274071 kept=4578700 rejected=161096 last=keep reason=rewritten
+[llm clean] completed=2274100 submitted=2274171 kept=4578799 rejected=161097 last=keep reason=rewritten
+[llm clean] completed=2274200 submitted=2274271 kept=4578897 rejected=161099 last=keep reason=rewritten
+[llm clean] completed=2274300 submitted=2274371 kept=4578997 rejected=161099 last=keep reason=rewritten
+[llm clean] completed=2274400 submitted=2274471 kept=4579084 rejected=161112 last=keep reason=rewritten
+[llm clean] completed=2274500 submitted=2274571 kept=4579176 rejected=161120 last=keep reason=rewritten
+[llm clean] completed=2274600 submitted=2274671 kept=4579275 rejected=161121 last=keep reason=rewritten
+[llm clean] completed=2274700 submitted=2274771 kept=4579373 rejected=161123 last=keep reason=rewritten
+[llm clean] completed=2274800 submitted=2274871 kept=4579471 rejected=161125 last=keep reason=rewritten
+[llm clean] completed=2274900 submitted=2274971 kept=4579565 rejected=161131 last=keep reason=rewritten
+[llm clean] completed=2275000 submitted=2275071 kept=4579665 rejected=161131 last=keep reason=rewritten
+[llm clean] completed=2275100 submitted=2275171 kept=4579762 rejected=161134 last=keep reason=rewritten
+[llm clean] completed=2275200 submitted=2275271 kept=4579860 rejected=161136 last=keep reason=rewritten
+[llm clean] completed=2275300 submitted=2275371 kept=4579957 rejected=161139 last=keep reason=rewritten
+[llm clean] completed=2275400 submitted=2275471 kept=4580056 rejected=161140 last=keep reason=rewritten
+[llm clean] completed=2275500 submitted=2275571 kept=4580152 rejected=161144 last=reject reason=The text is a fragmented list of Fedora project tracking bugs, change proposals, and metadata (owners, dates, statuses) 
+[llm clean] completed=2275600 submitted=2275671 kept=4580246 rejected=161150 last=keep reason=rewritten
+[llm clean] completed=2275700 submitted=2275771 kept=4580346 rejected=161150 last=keep reason=rewritten
+[llm clean] completed=2275800 submitted=2275871 kept=4580443 rejected=161153 last=keep reason=rewritten
+[llm clean] completed=2275900 submitted=2275971 kept=4580543 rejected=161153 last=keep reason=rewritten
+[llm clean] completed=2276000 submitted=2276071 kept=4580621 rejected=161175 last=keep reason=rewritten
+[llm clean] completed=2276100 submitted=2276171 kept=4580720 rejected=161176 last=keep reason=rewritten
+[llm clean] completed=2276200 submitted=2276271 kept=4580818 rejected=161178 last=keep reason=rewritten
+[llm clean] completed=2276300 submitted=2276371 kept=4580918 rejected=161178 last=keep reason=rewritten
+[llm clean] completed=2276400 submitted=2276471 kept=4581018 rejected=161178 last=keep reason=rewritten
+[llm clean] completed=2276500 submitted=2276571 kept=4581113 rejected=161183 last=keep reason=rewritten
+[llm clean] completed=2276600 submitted=2276671 kept=4581207 rejected=161189 last=keep reason=rewritten
+[llm clean] completed=2276700 submitted=2276771 kept=4581306 rejected=161190 last=keep reason=rewritten
+[llm clean] completed=2276800 submitted=2276871 kept=4581405 rejected=161191 last=keep reason=rewritten
+[llm clean] completed=2276900 submitted=2276971 kept=4581490 rejected=161206 last=keep reason=rewritten
+[llm clean] completed=2277000 submitted=2277071 kept=4581590 rejected=161206 last=keep reason=rewritten
+[llm clean] completed=2277100 submitted=2277171 kept=4581687 rejected=161209 last=reject reason=The text is primarily a list of book titles, authors, and publishers, which falls under the category of rosters/lists of
+[llm clean] completed=2277200 submitted=2277271 kept=4581783 rejected=161213 last=keep reason=rewritten
+[llm clean] completed=2277300 submitted=2277371 kept=4581881 rejected=161215 last=keep reason=rewritten
+[llm clean] completed=2277400 submitted=2277471 kept=4581979 rejected=161217 last=keep reason=rewritten
+[llm clean] completed=2277500 submitted=2277571 kept=4582079 rejected=161217 last=keep reason=rewritten
+[llm clean] completed=2277600 submitted=2277671 kept=4582177 rejected=161219 last=keep reason=rewritten
+[llm clean] completed=2277700 submitted=2277771 kept=4582267 rejected=161229 last=keep reason=rewritten
+[llm clean] completed=2277800 submitted=2277871 kept=4582361 rejected=161235 last=keep reason=rewritten
+[llm clean] completed=2277900 submitted=2277971 kept=4582457 rejected=161239 last=keep reason=rewritten
+[llm clean] completed=2278000 submitted=2278071 kept=4582553 rejected=161243 last=keep reason=rewritten
+[llm clean] completed=2278100 submitted=2278171 kept=4582652 rejected=161244 last=keep reason=rewritten
+[llm clean] completed=2278200 submitted=2278271 kept=4582749 rejected=161247 last=keep reason=rewritten
+[llm clean] completed=2278300 submitted=2278371 kept=4582846 rejected=161250 last=keep reason=rewritten
+[llm clean] completed=2278400 submitted=2278471 kept=4582944 rejected=161252 last=keep reason=rewritten
+[llm clean] completed=2278500 submitted=2278571 kept=4583043 rejected=161253 last=keep reason=rewritten
+[llm clean] completed=2278600 submitted=2278671 kept=4583143 rejected=161253 last=keep reason=rewritten
+[llm clean] completed=2278700 submitted=2278771 kept=4583237 rejected=161259 last=keep reason=rewritten
+[llm clean] completed=2278800 submitted=2278871 kept=4583336 rejected=161260 last=keep reason=rewritten
+[llm clean] completed=2278900 submitted=2278971 kept=4583434 rejected=161262 last=keep reason=rewritten
+[llm clean] completed=2279000 submitted=2279071 kept=4583531 rejected=161265 last=keep reason=rewritten
+[llm clean] completed=2279100 submitted=2279171 kept=4583631 rejected=161265 last=keep reason=rewritten
+[llm clean] completed=2279200 submitted=2279271 kept=4583722 rejected=161274 last=keep reason=rewritten
+[llm clean] completed=2279300 submitted=2279371 kept=4583814 rejected=161282 last=keep reason=rewritten
+[llm clean] completed=2279400 submitted=2279471 kept=4583913 rejected=161283 last=keep reason=rewritten
+[llm clean] completed=2279500 submitted=2279571 kept=4584004 rejected=161292 last=keep reason=rewritten
+[llm clean] completed=2279600 submitted=2279671 kept=4584098 rejected=161298 last=keep reason=rewritten
+[llm clean] completed=2279700 submitted=2279771 kept=4584196 rejected=161300 last=keep reason=rewritten
+[llm clean] completed=2279800 submitted=2279871 kept=4584295 rejected=161301 last=keep reason=rewritten
+[llm clean] completed=2279900 submitted=2279971 kept=4584392 rejected=161304 last=keep reason=rewritten
+[llm clean] completed=2280000 submitted=2280071 kept=4584492 rejected=161304 last=keep reason=rewritten
+[llm clean] completed=2280100 submitted=2280171 kept=4584587 rejected=161309 last=keep reason=rewritten
+[llm clean] completed=2280200 submitted=2280271 kept=4584683 rejected=161313 last=keep reason=rewritten
+[llm clean] completed=2280300 submitted=2280371 kept=4584781 rejected=161315 last=keep reason=rewritten
+[llm clean] completed=2280400 submitted=2280471 kept=4584876 rejected=161320 last=keep reason=rewritten
+[llm clean] completed=2280500 submitted=2280571 kept=4584975 rejected=161321 last=keep reason=rewritten
+[llm clean] completed=2280600 submitted=2280671 kept=4585072 rejected=161324 last=keep reason=rewritten
+[llm clean] completed=2280700 submitted=2280771 kept=4585171 rejected=161325 last=keep reason=rewritten
+[llm clean] completed=2280800 submitted=2280871 kept=4585269 rejected=161327 last=keep reason=rewritten
+[llm clean] completed=2280900 submitted=2280971 kept=4585366 rejected=161330 last=keep reason=rewritten
+[llm clean] completed=2281000 submitted=2281071 kept=4585465 rejected=161331 last=keep reason=rewritten
+[llm clean] completed=2281100 submitted=2281171 kept=4585561 rejected=161335 last=keep reason=rewritten
+[llm clean] completed=2281200 submitted=2281271 kept=4585657 rejected=161339 last=keep reason=rewritten
+[llm clean] completed=2281300 submitted=2281371 kept=4585752 rejected=161344 last=keep reason=rewritten
+[llm clean] completed=2281400 submitted=2281471 kept=4585849 rejected=161347 last=keep reason=rewritten
+[llm clean] completed=2281500 submitted=2281571 kept=4585946 rejected=161350 last=keep reason=rewritten
+[llm clean] completed=2281600 submitted=2281671 kept=4586044 rejected=161352 last=keep reason=rewritten
+[llm clean] completed=2281700 submitted=2281771 kept=4586141 rejected=161355 last=keep reason=rewritten
+[llm clean] completed=2281800 submitted=2281871 kept=4586241 rejected=161355 last=keep reason=rewritten
+[llm clean] completed=2281900 submitted=2281971 kept=4586338 rejected=161358 last=keep reason=rewritten
+[llm clean] completed=2282000 submitted=2282071 kept=4586438 rejected=161358 last=keep reason=rewritten
+[llm clean] completed=2282100 submitted=2282171 kept=4586537 rejected=161359 last=keep reason=rewritten
+[llm clean] completed=2282200 submitted=2282271 kept=4586635 rejected=161361 last=keep reason=rewritten
+[llm clean] completed=2282300 submitted=2282371 kept=4586735 rejected=161361 last=keep reason=rewritten
+[llm clean] completed=2282400 submitted=2282471 kept=4586835 rejected=161361 last=keep reason=rewritten
+[llm clean] completed=2282500 submitted=2282571 kept=4586932 rejected=161364 last=keep reason=rewritten
+[llm clean] completed=2282600 submitted=2282671 kept=4587028 rejected=161368 last=keep reason=rewritten
+[llm clean] completed=2282700 submitted=2282771 kept=4587124 rejected=161372 last=keep reason=rewritten
+[llm clean] completed=2282800 submitted=2282871 kept=4587223 rejected=161373 last=keep reason=rewritten
+[llm clean] completed=2282900 submitted=2282971 kept=4587321 rejected=161375 last=keep reason=rewritten
+[llm clean] completed=2283000 submitted=2283071 kept=4587414 rejected=161382 last=keep reason=rewritten
+[llm clean] completed=2283100 submitted=2283171 kept=4587507 rejected=161389 last=keep reason=rewritten
+[llm clean] completed=2283200 submitted=2283271 kept=4587603 rejected=161393 last=keep reason=rewritten
+[llm clean] completed=2283300 submitted=2283371 kept=4587701 rejected=161395 last=keep reason=rewritten
+[llm clean] completed=2283400 submitted=2283471 kept=4587799 rejected=161397 last=keep reason=rewritten
+[llm clean] completed=2283500 submitted=2283571 kept=4587884 rejected=161412 last=keep reason=rewritten
+[llm clean] completed=2283600 submitted=2283671 kept=4587983 rejected=161413 last=keep reason=rewritten
+[llm clean] completed=2283700 submitted=2283771 kept=4588082 rejected=161414 last=keep reason=rewritten
+[llm clean] completed=2283800 submitted=2283871 kept=4588181 rejected=161415 last=keep reason=rewritten
+[llm clean] completed=2283900 submitted=2283971 kept=4588281 rejected=161415 last=keep reason=rewritten
+[llm clean] completed=2284000 submitted=2284071 kept=4588378 rejected=161418 last=keep reason=rewritten
+[llm clean] completed=2284100 submitted=2284171 kept=4588477 rejected=161419 last=keep reason=rewritten
+[llm clean] completed=2284200 submitted=2284271 kept=4588573 rejected=161423 last=keep reason=rewritten
+[llm clean] completed=2284300 submitted=2284371 kept=4588670 rejected=161426 last=keep reason=rewritten
+[llm clean] completed=2284400 submitted=2284471 kept=4588768 rejected=161428 last=keep reason=rewritten
+[llm clean] completed=2284500 submitted=2284571 kept=4588868 rejected=161428 last=keep reason=rewritten
+[llm clean] completed=2284600 submitted=2284671 kept=4588968 rejected=161428 last=keep reason=rewritten
+[llm clean] completed=2284700 submitted=2284771 kept=4589065 rejected=161431 last=keep reason=rewritten
+[llm clean] completed=2284800 submitted=2284871 kept=4589161 rejected=161435 last=keep reason=rewritten
+[llm clean] completed=2284900 submitted=2284971 kept=4589258 rejected=161438 last=keep reason=rewritten
+[llm clean] completed=2285000 submitted=2285071 kept=4589354 rejected=161442 last=keep reason=rewritten
+[llm clean] completed=2285100 submitted=2285171 kept=4589454 rejected=161442 last=keep reason=rewritten
+[llm clean] completed=2285200 submitted=2285271 kept=4589549 rejected=161447 last=keep reason=rewritten
+[llm clean] completed=2285300 submitted=2285371 kept=4589646 rejected=161450 last=keep reason=rewritten
+[llm clean] completed=2285400 submitted=2285471 kept=4589745 rejected=161451 last=keep reason=rewritten
+[llm clean] completed=2285500 submitted=2285571 kept=4589843 rejected=161453 last=keep reason=rewritten
+[llm clean] completed=2285600 submitted=2285671 kept=4589935 rejected=161461 last=keep reason=rewritten
+[llm clean] completed=2285700 submitted=2285771 kept=4590032 rejected=161464 last=keep reason=rewritten
+[llm clean] completed=2285800 submitted=2285871 kept=4590127 rejected=161469 last=keep reason=rewritten
+[llm clean] completed=2285900 submitted=2285971 kept=4590221 rejected=161475 last=keep reason=rewritten
+[llm clean] completed=2286000 submitted=2286071 kept=4590317 rejected=161479 last=keep reason=rewritten
+[llm clean] completed=2286100 submitted=2286171 kept=4590416 rejected=161480 last=keep reason=rewritten
+[llm clean] completed=2286200 submitted=2286271 kept=4590516 rejected=161480 last=keep reason=rewritten
+[llm clean] completed=2286300 submitted=2286371 kept=4590607 rejected=161489 last=keep reason=rewritten
+[llm clean] completed=2286400 submitted=2286471 kept=4590700 rejected=161496 last=reject reason=empty_rewritten_text
+[llm clean] completed=2286500 submitted=2286571 kept=4590798 rejected=161498 last=keep reason=rewritten
+[llm clean] completed=2286600 submitted=2286671 kept=4590891 rejected=161505 last=keep reason=rewritten
+[llm clean] completed=2286700 submitted=2286771 kept=4590987 rejected=161509 last=keep reason=rewritten
+[llm clean] completed=2286800 submitted=2286871 kept=4591085 rejected=161511 last=keep reason=rewritten
+[llm clean] completed=2286900 submitted=2286971 kept=4591183 rejected=161513 last=keep reason=rewritten
+[llm clean] completed=2287000 submitted=2287071 kept=4591282 rejected=161514 last=keep reason=rewritten
+[llm clean] completed=2287100 submitted=2287171 kept=4591379 rejected=161517 last=keep reason=rewritten
+[llm clean] completed=2287200 submitted=2287271 kept=4591477 rejected=161519 last=keep reason=rewritten
+[llm clean] completed=2287300 submitted=2287371 kept=4591576 rejected=161520 last=keep reason=rewritten
+[llm clean] completed=2287400 submitted=2287471 kept=4591673 rejected=161523 last=keep reason=rewritten
+[llm clean] completed=2287500 submitted=2287571 kept=4591769 rejected=161527 last=keep reason=rewritten
+[llm clean] completed=2287600 submitted=2287671 kept=4591866 rejected=161530 last=keep reason=rewritten
+[llm clean] completed=2287700 submitted=2287771 kept=4591965 rejected=161531 last=keep reason=rewritten
+[llm clean] completed=2287800 submitted=2287871 kept=4592062 rejected=161534 last=keep reason=rewritten
+[llm clean] completed=2287900 submitted=2287971 kept=4592159 rejected=161537 last=keep reason=rewritten
+[llm clean] completed=2288000 submitted=2288071 kept=4592256 rejected=161540 last=keep reason=rewritten
+[llm clean] completed=2288100 submitted=2288171 kept=4592353 rejected=161543 last=keep reason=rewritten
+[llm clean] completed=2288200 submitted=2288271 kept=4592449 rejected=161547 last=keep reason=rewritten
+[llm clean] completed=2288300 submitted=2288371 kept=4592545 rejected=161551 last=keep reason=rewritten
+[llm clean] completed=2288400 submitted=2288471 kept=4592641 rejected=161555 last=keep reason=rewritten
+[llm clean] completed=2288500 submitted=2288571 kept=4592741 rejected=161555 last=keep reason=rewritten
+[llm clean] completed=2288600 submitted=2288671 kept=4592839 rejected=161557 last=reject reason=The text consists almost entirely of a repetitive, low-context list of hash mappings followed by a brief, fragmented tec
+[llm clean] completed=2288700 submitted=2288771 kept=4592939 rejected=161557 last=keep reason=rewritten
+[llm clean] completed=2288800 submitted=2288871 kept=4593036 rejected=161560 last=keep reason=rewritten
+[llm clean] completed=2288900 submitted=2288971 kept=4593135 rejected=161561 last=keep reason=rewritten
+[llm clean] completed=2289000 submitted=2289071 kept=4593232 rejected=161564 last=reject reason=The text is a fragmented collection of forum comments, user metadata, and unrelated quotes without a coherent narrative 
+[llm clean] completed=2289100 submitted=2289171 kept=4593330 rejected=161566 last=keep reason=rewritten
+[llm clean] completed=2289200 submitted=2289271 kept=4593430 rejected=161566 last=keep reason=rewritten
+[llm clean] completed=2289300 submitted=2289371 kept=4593512 rejected=161584 last=keep reason=rewritten
+[llm clean] completed=2289400 submitted=2289471 kept=4593607 rejected=161589 last=keep reason=rewritten
+[llm clean] completed=2289500 submitted=2289571 kept=4593704 rejected=161592 last=keep reason=rewritten
+[llm clean] completed=2289600 submitted=2289671 kept=4593799 rejected=161597 last=keep reason=rewritten
+[llm clean] completed=2289700 submitted=2289771 kept=4593880 rejected=161616 last=keep reason=rewritten
+[llm clean] completed=2289800 submitted=2289871 kept=4593977 rejected=161619 last=keep reason=rewritten
+[llm clean] completed=2289900 submitted=2289971 kept=4594073 rejected=161623 last=keep reason=rewritten
+[llm clean] completed=2290000 submitted=2290071 kept=4594172 rejected=161624 last=keep reason=rewritten
+[llm clean] completed=2290100 submitted=2290171 kept=4594265 rejected=161631 last=keep reason=rewritten
+[llm clean] completed=2290200 submitted=2290271 kept=4594365 rejected=161631 last=keep reason=rewritten
+[llm clean] completed=2290300 submitted=2290371 kept=4594462 rejected=161634 last=keep reason=rewritten
+[llm clean] completed=2290400 submitted=2290471 kept=4594557 rejected=161639 last=keep reason=rewritten
+[llm clean] completed=2290500 submitted=2290571 kept=4594656 rejected=161640 last=keep reason=rewritten
+[llm clean] completed=2290600 submitted=2290671 kept=4594755 rejected=161641 last=keep reason=rewritten
+[llm clean] completed=2290700 submitted=2290771 kept=4594855 rejected=161641 last=keep reason=rewritten
+[llm clean] completed=2290800 submitted=2290871 kept=4594953 rejected=161643 last=keep reason=rewritten
+[llm clean] completed=2290900 submitted=2290971 kept=4595050 rejected=161646 last=keep reason=rewritten
+[llm clean] completed=2291000 submitted=2291071 kept=4595147 rejected=161649 last=keep reason=rewritten
+[llm clean] completed=2291100 submitted=2291171 kept=4595244 rejected=161652 last=keep reason=rewritten
+[llm clean] completed=2291200 submitted=2291271 kept=4595344 rejected=161652 last=keep reason=rewritten
+[llm clean] completed=2291300 submitted=2291371 kept=4595443 rejected=161653 last=keep reason=rewritten
+[llm clean] completed=2291400 submitted=2291471 kept=4595540 rejected=161656 last=keep reason=rewritten
+[llm clean] completed=2291500 submitted=2291571 kept=4595637 rejected=161659 last=keep reason=rewritten
+[llm clean] completed=2291600 submitted=2291671 kept=4595734 rejected=161662 last=keep reason=rewritten
+[llm clean] completed=2291700 submitted=2291771 kept=4595827 rejected=161669 last=keep reason=rewritten
+[llm clean] completed=2291800 submitted=2291871 kept=4595921 rejected=161675 last=keep reason=rewritten
+[llm clean] completed=2291900 submitted=2291971 kept=4596020 rejected=161676 last=keep reason=rewritten
+[llm clean] completed=2292000 submitted=2292071 kept=4596118 rejected=161678 last=keep reason=rewritten
+[llm clean] completed=2292100 submitted=2292171 kept=4596214 rejected=161682 last=keep reason=rewritten
+[llm clean] completed=2292200 submitted=2292271 kept=4596309 rejected=161687 last=keep reason=rewritten
+[llm clean] completed=2292300 submitted=2292371 kept=4596407 rejected=161689 last=keep reason=rewritten
+[llm clean] completed=2292400 submitted=2292471 kept=4596507 rejected=161689 last=keep reason=rewritten
+[llm clean] completed=2292500 submitted=2292571 kept=4596605 rejected=161691 last=keep reason=rewritten
+[llm clean] completed=2292600 submitted=2292671 kept=4596704 rejected=161692 last=reject reason=The text is mostly a list of image captions, credits, and titles without meaningful prose content to rewrite into an art
+[llm clean] completed=2292700 submitted=2292771 kept=4596802 rejected=161694 last=keep reason=rewritten
+[llm clean] completed=2292800 submitted=2292871 kept=4596893 rejected=161703 last=keep reason=rewritten
+[llm clean] completed=2292900 submitted=2292971 kept=4596992 rejected=161704 last=keep reason=rewritten
+[llm clean] completed=2293000 submitted=2293071 kept=4597091 rejected=161705 last=keep reason=rewritten
+[llm clean] completed=2293100 submitted=2293171 kept=4597185 rejected=161711 last=keep reason=rewritten
+[llm clean] completed=2293200 submitted=2293271 kept=4597281 rejected=161715 last=keep reason=rewritten
+[llm clean] completed=2293300 submitted=2293371 kept=4597379 rejected=161717 last=keep reason=rewritten
+[llm clean] completed=2293400 submitted=2293471 kept=4597479 rejected=161717 last=keep reason=rewritten
+[llm clean] completed=2293500 submitted=2293571 kept=4597578 rejected=161718 last=keep reason=rewritten
+[llm clean] completed=2293600 submitted=2293671 kept=4597675 rejected=161721 last=keep reason=rewritten
+[llm clean] completed=2293700 submitted=2293771 kept=4597768 rejected=161728 last=keep reason=rewritten
+[llm clean] completed=2293800 submitted=2293871 kept=4597860 rejected=161736 last=keep reason=rewritten
+[llm clean] completed=2293900 submitted=2293971 kept=4597958 rejected=161738 last=keep reason=rewritten
+[llm clean] completed=2294000 submitted=2294071 kept=4598057 rejected=161739 last=keep reason=rewritten
+[llm clean] completed=2294100 submitted=2294171 kept=4598155 rejected=161741 last=keep reason=rewritten
+[llm clean] completed=2294200 submitted=2294271 kept=4598251 rejected=161745 last=keep reason=rewritten
+[llm clean] completed=2294300 submitted=2294371 kept=4598350 rejected=161746 last=keep reason=rewritten
+[llm clean] completed=2294400 submitted=2294471 kept=4598450 rejected=161746 last=keep reason=rewritten
+[llm clean] completed=2294500 submitted=2294571 kept=4598549 rejected=161747 last=keep reason=rewritten
+[llm clean] completed=2294600 submitted=2294671 kept=4598645 rejected=161751 last=keep reason=rewritten
+[llm clean] completed=2294700 submitted=2294771 kept=4598743 rejected=161753 last=keep reason=rewritten
+[llm clean] completed=2294800 submitted=2294871 kept=4598836 rejected=161760 last=keep reason=rewritten
+[llm clean] completed=2294900 submitted=2294971 kept=4598935 rejected=161761 last=keep reason=rewritten
+[llm clean] completed=2295000 submitted=2295071 kept=4599034 rejected=161762 last=keep reason=rewritten
+[llm clean] completed=2295100 submitted=2295171 kept=4599134 rejected=161762 last=keep reason=rewritten
+[llm clean] completed=2295200 submitted=2295271 kept=4599229 rejected=161767 last=reject reason=The text is a list of bibliographic references and citations, which falls under the category of low-context fragments an
+[llm clean] completed=2295300 submitted=2295371 kept=4599328 rejected=161768 last=keep reason=rewritten
+[llm clean] completed=2295400 submitted=2295471 kept=4599427 rejected=161769 last=keep reason=rewritten
+[llm clean] completed=2295500 submitted=2295571 kept=4599520 rejected=161776 last=keep reason=rewritten
+[llm clean] completed=2295600 submitted=2295671 kept=4599617 rejected=161779 last=keep reason=rewritten
+[llm clean] completed=2295700 submitted=2295771 kept=4599717 rejected=161779 last=keep reason=rewritten
+[llm clean] completed=2295800 submitted=2295871 kept=4599815 rejected=161781 last=keep reason=rewritten
+[llm clean] completed=2295900 submitted=2295971 kept=4599910 rejected=161786 last=keep reason=rewritten
+[llm clean] completed=2296000 submitted=2296071 kept=4600005 rejected=161791 last=keep reason=rewritten
+[llm clean] completed=2296100 submitted=2296171 kept=4600064 rejected=161832 last=keep reason=rewritten
+[llm clean] completed=2296200 submitted=2296271 kept=4600164 rejected=161832 last=keep reason=rewritten
+[llm clean] completed=2296300 submitted=2296371 kept=4600264 rejected=161832 last=keep reason=rewritten
+[llm clean] completed=2296400 submitted=2296471 kept=4600345 rejected=161851 last=keep reason=rewritten
+[llm clean] completed=2296500 submitted=2296571 kept=4600445 rejected=161851 last=keep reason=rewritten
+[llm clean] completed=2296600 submitted=2296671 kept=4600538 rejected=161858 last=keep reason=rewritten
+[llm clean] completed=2296700 submitted=2296771 kept=4600638 rejected=161858 last=keep reason=rewritten
+[llm clean] completed=2296800 submitted=2296871 kept=4600731 rejected=161865 last=keep reason=rewritten
+[llm clean] completed=2296900 submitted=2296971 kept=4600830 rejected=161866 last=keep reason=rewritten
+[llm clean] completed=2297000 submitted=2297071 kept=4600929 rejected=161867 last=keep reason=rewritten
+[llm clean] completed=2297100 submitted=2297171 kept=4601025 rejected=161871 last=keep reason=rewritten
+[llm clean] completed=2297200 submitted=2297271 kept=4601122 rejected=161874 last=keep reason=rewritten
+[llm clean] completed=2297300 submitted=2297371 kept=4601218 rejected=161878 last=keep reason=rewritten
+[llm clean] completed=2297400 submitted=2297471 kept=4601316 rejected=161880 last=keep reason=rewritten
+[llm clean] completed=2297500 submitted=2297571 kept=4601414 rejected=161882 last=keep reason=rewritten
+[llm clean] completed=2297600 submitted=2297671 kept=4601514 rejected=161882 last=keep reason=rewritten
+[llm clean] completed=2297700 submitted=2297771 kept=4601610 rejected=161886 last=keep reason=rewritten
+[llm clean] completed=2297800 submitted=2297871 kept=4601709 rejected=161887 last=keep reason=rewritten
+[llm clean] completed=2297900 submitted=2297971 kept=4601807 rejected=161889 last=keep reason=rewritten
+[llm clean] completed=2298000 submitted=2298071 kept=4601904 rejected=161892 last=keep reason=rewritten
+[llm clean] completed=2298100 submitted=2298171 kept=4602003 rejected=161893 last=keep reason=rewritten
+[llm clean] completed=2298200 submitted=2298271 kept=4602102 rejected=161894 last=keep reason=rewritten
+[llm clean] completed=2298300 submitted=2298371 kept=4602200 rejected=161896 last=keep reason=rewritten
+[llm clean] completed=2298400 submitted=2298471 kept=4602297 rejected=161899 last=keep reason=rewritten
+[llm clean] completed=2298500 submitted=2298571 kept=4602395 rejected=161901 last=keep reason=rewritten
+[llm clean] completed=2298600 submitted=2298671 kept=4602492 rejected=161904 last=keep reason=rewritten
+[llm clean] completed=2298700 submitted=2298771 kept=4602583 rejected=161913 last=keep reason=rewritten
+[llm clean] completed=2298800 submitted=2298871 kept=4602682 rejected=161914 last=keep reason=rewritten
+[llm clean] completed=2298900 submitted=2298971 kept=4602781 rejected=161915 last=keep reason=rewritten
+[llm clean] completed=2299000 submitted=2299071 kept=4602881 rejected=161915 last=keep reason=rewritten
+[llm clean] completed=2299100 submitted=2299171 kept=4602961 rejected=161935 last=keep reason=rewritten
+[llm clean] completed=2299200 submitted=2299271 kept=4603058 rejected=161938 last=keep reason=rewritten
+[llm clean] completed=2299300 submitted=2299371 kept=4603156 rejected=161940 last=keep reason=rewritten
+[llm clean] completed=2299400 submitted=2299471 kept=4603256 rejected=161940 last=keep reason=rewritten
+[llm clean] completed=2299500 submitted=2299571 kept=4603355 rejected=161941 last=keep reason=rewritten
+[llm clean] completed=2299600 submitted=2299671 kept=4603453 rejected=161943 last=keep reason=rewritten
+[llm clean] completed=2299700 submitted=2299771 kept=4603549 rejected=161947 last=keep reason=rewritten
+[llm clean] completed=2299800 submitted=2299871 kept=4603645 rejected=161951 last=keep reason=rewritten
+[llm clean] completed=2299900 submitted=2299971 kept=4603743 rejected=161953 last=keep reason=rewritten
+[llm clean] completed=2300000 submitted=2300071 kept=4603835 rejected=161961 last=keep reason=rewritten
+[llm clean] completed=2300100 submitted=2300171 kept=4603935 rejected=161961 last=keep reason=rewritten
+[llm clean] completed=2300200 submitted=2300271 kept=4604034 rejected=161962 last=keep reason=rewritten
+[llm clean] completed=2300300 submitted=2300371 kept=4604133 rejected=161963 last=keep reason=rewritten
+[llm clean] completed=2300400 submitted=2300471 kept=4604230 rejected=161966 last=keep reason=rewritten
+[llm clean] completed=2300500 submitted=2300571 kept=4604327 rejected=161969 last=keep reason=rewritten
+[llm clean] completed=2300600 submitted=2300671 kept=4604426 rejected=161970 last=keep reason=rewritten
+[llm clean] completed=2300700 submitted=2300771 kept=4604526 rejected=161970 last=keep reason=rewritten
+[llm clean] completed=2300800 submitted=2300871 kept=4604626 rejected=161970 last=keep reason=rewritten
+[llm clean] completed=2300900 submitted=2300971 kept=4604721 rejected=161975 last=keep reason=rewritten
+[llm clean] completed=2301000 submitted=2301071 kept=4604820 rejected=161976 last=keep reason=rewritten
+[llm clean] completed=2301100 submitted=2301171 kept=4604919 rejected=161977 last=keep reason=rewritten
+[llm clean] completed=2301200 submitted=2301271 kept=4605018 rejected=161978 last=keep reason=rewritten
+[llm clean] completed=2301300 submitted=2301371 kept=4605116 rejected=161980 last=keep reason=rewritten
+[llm clean] completed=2301400 submitted=2301471 kept=4605216 rejected=161980 last=keep reason=rewritten
+[llm clean] completed=2301500 submitted=2301571 kept=4605308 rejected=161988 last=keep reason=rewritten
+[llm clean] completed=2301600 submitted=2301671 kept=4605405 rejected=161991 last=keep reason=rewritten
+[llm clean] completed=2301700 submitted=2301771 kept=4605501 rejected=161995 last=keep reason=rewritten
+[llm clean] completed=2301800 submitted=2301871 kept=4605598 rejected=161998 last=keep reason=rewritten
+[llm clean] completed=2301900 submitted=2301971 kept=4605697 rejected=161999 last=keep reason=rewritten
+[llm clean] completed=2302000 submitted=2302071 kept=4605795 rejected=162001 last=keep reason=rewritten
+[llm clean] completed=2302100 submitted=2302171 kept=4605894 rejected=162002 last=keep reason=rewritten
+[llm clean] completed=2302200 submitted=2302271 kept=4605993 rejected=162003 last=keep reason=rewritten
+[llm clean] completed=2302300 submitted=2302371 kept=4606092 rejected=162004 last=keep reason=rewritten
+[llm clean] completed=2302400 submitted=2302471 kept=4606189 rejected=162007 last=keep reason=rewritten
+[llm clean] completed=2302500 submitted=2302571 kept=4606288 rejected=162008 last=keep reason=rewritten
+[llm clean] completed=2302600 submitted=2302671 kept=4606387 rejected=162009 last=keep reason=rewritten
+[llm clean] completed=2302700 submitted=2302771 kept=4606484 rejected=162012 last=keep reason=rewritten
+[llm clean] completed=2302800 submitted=2302871 kept=4606584 rejected=162012 last=keep reason=rewritten
+[llm clean] completed=2302900 submitted=2302971 kept=4606683 rejected=162013 last=keep reason=rewritten
+[llm clean] completed=2303000 submitted=2303071 kept=4606782 rejected=162014 last=keep reason=rewritten
+[llm clean] completed=2303100 submitted=2303171 kept=4606880 rejected=162016 last=keep reason=rewritten
+[llm clean] completed=2303200 submitted=2303271 kept=4606979 rejected=162017 last=keep reason=rewritten
+[llm clean] completed=2303300 submitted=2303371 kept=4607076 rejected=162020 last=keep reason=rewritten
+[llm clean] completed=2303400 submitted=2303471 kept=4607170 rejected=162026 last=keep reason=rewritten
+[llm clean] completed=2303500 submitted=2303571 kept=4607270 rejected=162026 last=keep reason=rewritten
+[llm clean] completed=2303600 submitted=2303671 kept=4607368 rejected=162028 last=keep reason=rewritten
+[llm clean] completed=2303700 submitted=2303771 kept=4607465 rejected=162031 last=keep reason=rewritten
+[llm clean] completed=2303800 submitted=2303871 kept=4607563 rejected=162033 last=keep reason=rewritten
+[llm clean] completed=2303900 submitted=2303971 kept=4607654 rejected=162042 last=keep reason=rewritten
+[llm clean] completed=2304000 submitted=2304071 kept=4607752 rejected=162044 last=keep reason=rewritten
+[llm clean] completed=2304100 submitted=2304171 kept=4607851 rejected=162045 last=keep reason=rewritten
+[llm clean] completed=2304200 submitted=2304271 kept=4607950 rejected=162046 last=keep reason=rewritten
+[llm clean] completed=2304300 submitted=2304371 kept=4608048 rejected=162048 last=keep reason=rewritten
+[llm clean] completed=2304400 submitted=2304471 kept=4608145 rejected=162051 last=keep reason=rewritten
+[llm clean] completed=2304500 submitted=2304571 kept=4608243 rejected=162053 last=keep reason=rewritten
+[llm clean] completed=2304600 submitted=2304671 kept=4608339 rejected=162057 last=keep reason=rewritten
+[llm clean] completed=2304700 submitted=2304771 kept=4608436 rejected=162060 last=keep reason=rewritten
+[llm clean] completed=2304800 submitted=2304871 kept=4608532 rejected=162064 last=keep reason=rewritten
+[llm clean] completed=2304900 submitted=2304971 kept=4608630 rejected=162066 last=keep reason=rewritten
+[llm clean] completed=2305000 submitted=2305071 kept=4608729 rejected=162067 last=keep reason=rewritten
+[llm clean] completed=2305100 submitted=2305171 kept=4608824 rejected=162072 last=keep reason=rewritten
+[llm clean] completed=2305200 submitted=2305271 kept=4608923 rejected=162073 last=keep reason=rewritten
+[llm clean] completed=2305300 submitted=2305371 kept=4609022 rejected=162074 last=keep reason=rewritten
+[llm clean] completed=2305400 submitted=2305471 kept=4609112 rejected=162084 last=keep reason=rewritten
+[llm clean] completed=2305500 submitted=2305571 kept=4609206 rejected=162090 last=keep reason=clean_no_rewrite
+[llm clean] completed=2305600 submitted=2305671 kept=4609301 rejected=162095 last=keep reason=rewritten
+[llm clean] completed=2305700 submitted=2305771 kept=4609397 rejected=162099 last=keep reason=rewritten
+[llm clean] completed=2305800 submitted=2305871 kept=4609496 rejected=162100 last=keep reason=rewritten
+[llm clean] completed=2305900 submitted=2305971 kept=4609592 rejected=162104 last=keep reason=rewritten
+[llm clean] completed=2306000 submitted=2306071 kept=4609692 rejected=162104 last=keep reason=rewritten
+[llm clean] completed=2306100 submitted=2306171 kept=4609790 rejected=162106 last=keep reason=rewritten
+[llm clean] completed=2306200 submitted=2306271 kept=4609864 rejected=162132 last=keep reason=rewritten
+[llm clean] completed=2306300 submitted=2306371 kept=4609957 rejected=162139 last=keep reason=rewritten
+[llm clean] completed=2306400 submitted=2306471 kept=4610055 rejected=162141 last=keep reason=rewritten
+[llm clean] completed=2306500 submitted=2306571 kept=4610154 rejected=162142 last=keep reason=rewritten
+[llm clean] completed=2306600 submitted=2306671 kept=4610253 rejected=162143 last=keep reason=rewritten
+[llm clean] completed=2306700 submitted=2306771 kept=4610348 rejected=162148 last=keep reason=rewritten
+[llm clean] completed=2306800 submitted=2306871 kept=4610444 rejected=162152 last=reject reason=The text is a raw list of grocery items organized by category (Liquorice, Biscuits, Savoury, Snacks) with store names an
+[llm clean] completed=2306900 submitted=2306971 kept=4610536 rejected=162160 last=keep reason=rewritten
+[llm clean] completed=2307000 submitted=2307071 kept=4610633 rejected=162163 last=keep reason=rewritten
+[llm clean] completed=2307100 submitted=2307171 kept=4610732 rejected=162164 last=keep reason=rewritten
+[llm clean] completed=2307200 submitted=2307271 kept=4610830 rejected=162166 last=keep reason=rewritten
+[llm clean] completed=2307300 submitted=2307371 kept=4610930 rejected=162166 last=keep reason=rewritten
+[llm clean] completed=2307400 submitted=2307471 kept=4611030 rejected=162166 last=keep reason=rewritten
+[llm clean] completed=2307500 submitted=2307571 kept=4611124 rejected=162172 last=keep reason=rewritten
+[llm clean] completed=2307600 submitted=2307671 kept=4611219 rejected=162177 last=keep reason=rewritten
+[llm clean] completed=2307700 submitted=2307771 kept=4611306 rejected=162190 last=reject reason=The text is a collection of disjointed, low-context forum comments and metadata fragments with no coherent narrative or 
+[llm clean] completed=2307800 submitted=2307871 kept=4611383 rejected=162213 last=keep reason=rewritten
+[llm clean] completed=2307900 submitted=2307971 kept=4611465 rejected=162231 last=keep reason=rewritten
+[llm clean] completed=2308000 submitted=2308071 kept=4611562 rejected=162234 last=keep reason=rewritten
+[llm clean] completed=2308100 submitted=2308171 kept=4611658 rejected=162238 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2308200 submitted=2308271 kept=4611752 rejected=162244 last=keep reason=rewritten
+[llm clean] completed=2308300 submitted=2308371 kept=4611846 rejected=162250 last=keep reason=rewritten
+[llm clean] completed=2308400 submitted=2308471 kept=4611943 rejected=162253 last=keep reason=rewritten
+[llm clean] completed=2308500 submitted=2308571 kept=4612042 rejected=162254 last=keep reason=rewritten
+[llm clean] completed=2308600 submitted=2308671 kept=4612139 rejected=162257 last=keep reason=rewritten
+[llm clean] completed=2308700 submitted=2308771 kept=4612235 rejected=162261 last=keep reason=rewritten
+[llm clean] completed=2308800 submitted=2308871 kept=4612332 rejected=162264 last=keep reason=rewritten
+[llm clean] completed=2308900 submitted=2308971 kept=4612417 rejected=162279 last=keep reason=rewritten
+[llm clean] completed=2309000 submitted=2309071 kept=4612516 rejected=162280 last=keep reason=rewritten
+[llm clean] completed=2309100 submitted=2309171 kept=4612616 rejected=162280 last=keep reason=rewritten
+[llm clean] completed=2309200 submitted=2309271 kept=4612711 rejected=162285 last=keep reason=rewritten
+[llm clean] completed=2309300 submitted=2309371 kept=4612808 rejected=162288 last=keep reason=rewritten
+[llm clean] completed=2309400 submitted=2309471 kept=4612907 rejected=162289 last=keep reason=rewritten
+[llm clean] completed=2309500 submitted=2309571 kept=4613006 rejected=162290 last=keep reason=rewritten
+[llm clean] completed=2309600 submitted=2309671 kept=4613105 rejected=162291 last=keep reason=rewritten
+[llm clean] completed=2309700 submitted=2309771 kept=4613205 rejected=162291 last=keep reason=rewritten
+[llm clean] completed=2309800 submitted=2309871 kept=4613300 rejected=162296 last=keep reason=rewritten
+[llm clean] completed=2309900 submitted=2309971 kept=4613399 rejected=162297 last=keep reason=rewritten
+[llm clean] completed=2310000 submitted=2310071 kept=4613499 rejected=162297 last=keep reason=rewritten
+[llm clean] completed=2310100 submitted=2310171 kept=4613599 rejected=162297 last=keep reason=rewritten
+[llm clean] completed=2310200 submitted=2310271 kept=4613696 rejected=162300 last=keep reason=rewritten
+[llm clean] completed=2310300 submitted=2310370 kept=4613794 rejected=162302 last=keep reason=rewritten
+[llm clean] completed=2310400 submitted=2310471 kept=4613889 rejected=162307 last=reject reason=The text is a fragmented list of image descriptions and captions from a wiki or database, lacking coherent narrative str
+[llm clean] completed=2310500 submitted=2310571 kept=4613986 rejected=162310 last=keep reason=rewritten
+[llm clean] completed=2310600 submitted=2310671 kept=4614084 rejected=162312 last=keep reason=rewritten
+[llm clean] completed=2310700 submitted=2310771 kept=4614183 rejected=162313 last=keep reason=rewritten
+[llm clean] completed=2310800 submitted=2310871 kept=4614281 rejected=162315 last=keep reason=rewritten
+[llm clean] completed=2310900 submitted=2310971 kept=4614380 rejected=162316 last=keep reason=rewritten
+[llm clean] completed=2311000 submitted=2311071 kept=4614477 rejected=162319 last=keep reason=rewritten
+[llm clean] completed=2311100 submitted=2311171 kept=4614573 rejected=162323 last=keep reason=rewritten
+[llm clean] completed=2311200 submitted=2311271 kept=4614672 rejected=162324 last=keep reason=rewritten
+[llm clean] completed=2311300 submitted=2311371 kept=4614767 rejected=162329 last=keep reason=rewritten
+[llm clean] completed=2311400 submitted=2311471 kept=4614867 rejected=162329 last=keep reason=rewritten
+[llm clean] completed=2311500 submitted=2311571 kept=4614960 rejected=162336 last=keep reason=rewritten
+[llm clean] completed=2311600 submitted=2311671 kept=4615057 rejected=162339 last=keep reason=rewritten
+[llm clean] completed=2311700 submitted=2311771 kept=4615155 rejected=162341 last=keep reason=rewritten
+[llm clean] completed=2311800 submitted=2311871 kept=4615249 rejected=162347 last=keep reason=rewritten
+[llm clean] completed=2311900 submitted=2311971 kept=4615338 rejected=162358 last=keep reason=rewritten
+[llm clean] completed=2312000 submitted=2312071 kept=4615428 rejected=162368 last=keep reason=rewritten
+[llm clean] completed=2312100 submitted=2312171 kept=4615527 rejected=162369 last=keep reason=rewritten
+[llm clean] completed=2312200 submitted=2312271 kept=4615624 rejected=162372 last=keep reason=rewritten
+[llm clean] completed=2312300 submitted=2312371 kept=4615710 rejected=162386 last=keep reason=rewritten
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+[llm clean] completed=2313600 submitted=2313671 kept=4616978 rejected=162418 last=keep reason=rewritten
+[llm clean] completed=2313700 submitted=2313771 kept=4617075 rejected=162421 last=keep reason=rewritten
+[llm clean] completed=2313800 submitted=2313871 kept=4617172 rejected=162424 last=keep reason=rewritten
+[llm clean] completed=2313900 submitted=2313971 kept=4617266 rejected=162430 last=keep reason=rewritten
+[llm clean] completed=2314000 submitted=2314071 kept=4617360 rejected=162436 last=keep reason=rewritten
+[llm clean] completed=2314100 submitted=2314171 kept=4617457 rejected=162439 last=keep reason=rewritten
+[llm clean] completed=2314200 submitted=2314271 kept=4617552 rejected=162444 last=keep reason=rewritten
+[llm clean] completed=2314300 submitted=2314371 kept=4617652 rejected=162444 last=keep reason=rewritten
+[llm clean] completed=2314400 submitted=2314471 kept=4617748 rejected=162448 last=keep reason=rewritten
+[llm clean] completed=2314500 submitted=2314571 kept=4617844 rejected=162452 last=reject reason=The text is a navigation list, schedule, and boilerplate for a review hub page, lacking coherent article-style prose or 
+[llm clean] completed=2314600 submitted=2314670 kept=4617943 rejected=162453 last=keep reason=rewritten
+[llm clean] completed=2314700 submitted=2314771 kept=4618043 rejected=162453 last=keep reason=rewritten
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+[llm clean] completed=2314900 submitted=2314971 kept=4618237 rejected=162459 last=keep reason=rewritten
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+[llm clean] completed=2315100 submitted=2315171 kept=4618432 rejected=162464 last=keep reason=rewritten
+[llm clean] completed=2315200 submitted=2315271 kept=4618532 rejected=162464 last=keep reason=rewritten
+[llm clean] completed=2315300 submitted=2315371 kept=4618629 rejected=162467 last=keep reason=rewritten
+[llm clean] completed=2315400 submitted=2315471 kept=4618725 rejected=162471 last=keep reason=rewritten
+[llm clean] completed=2315500 submitted=2315571 kept=4618812 rejected=162484 last=keep reason=rewritten
+[llm clean] completed=2315600 submitted=2315671 kept=4618909 rejected=162487 last=keep reason=rewritten
+[llm clean] completed=2315700 submitted=2315771 kept=4619008 rejected=162488 last=keep reason=rewritten
+[llm clean] completed=2315800 submitted=2315871 kept=4619104 rejected=162492 last=keep reason=rewritten
+[llm clean] completed=2315900 submitted=2315971 kept=4619201 rejected=162495 last=keep reason=rewritten
+[llm clean] completed=2316000 submitted=2316071 kept=4619297 rejected=162499 last=keep reason=rewritten
+[llm clean] completed=2316100 submitted=2316171 kept=4619396 rejected=162500 last=keep reason=rewritten
+[llm clean] completed=2316200 submitted=2316271 kept=4619484 rejected=162512 last=reject reason=The text is a meaningless list of cipher names, encoded strings, and arbitrary word definitions with no coherent narrati
+[llm clean] completed=2316300 submitted=2316371 kept=4619572 rejected=162524 last=keep reason=rewritten
+[llm clean] completed=2316400 submitted=2316471 kept=4619668 rejected=162528 last=keep reason=rewritten
+[llm clean] completed=2316500 submitted=2316570 kept=4619768 rejected=162528 last=keep reason=rewritten
+[llm clean] completed=2316600 submitted=2316671 kept=4619865 rejected=162531 last=keep reason=rewritten
+[llm clean] completed=2316700 submitted=2316771 kept=4619963 rejected=162533 last=keep reason=rewritten
+[llm clean] completed=2316800 submitted=2316871 kept=4620045 rejected=162551 last=keep reason=rewritten
+[llm clean] completed=2316900 submitted=2316971 kept=4620143 rejected=162553 last=keep reason=rewritten
+[llm clean] completed=2317000 submitted=2317071 kept=4620242 rejected=162554 last=keep reason=rewritten
+[llm clean] completed=2317100 submitted=2317171 kept=4620341 rejected=162555 last=keep reason=rewritten
+[llm clean] completed=2317200 submitted=2317271 kept=4620439 rejected=162557 last=keep reason=rewritten
+[llm clean] completed=2317300 submitted=2317371 kept=4620533 rejected=162563 last=keep reason=rewritten
+[llm clean] completed=2317400 submitted=2317471 kept=4620628 rejected=162568 last=keep reason=rewritten
+[llm clean] completed=2317500 submitted=2317571 kept=4620728 rejected=162568 last=keep reason=rewritten
+[llm clean] completed=2317600 submitted=2317671 kept=4620818 rejected=162578 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2317700 submitted=2317771 kept=4620913 rejected=162583 last=keep reason=rewritten
+[llm clean] completed=2317800 submitted=2317871 kept=4621013 rejected=162583 last=keep reason=rewritten
+[llm clean] completed=2317900 submitted=2317971 kept=4621112 rejected=162584 last=keep reason=rewritten
+[llm clean] completed=2318000 submitted=2318071 kept=4621210 rejected=162586 last=keep reason=rewritten
+[llm clean] completed=2318100 submitted=2318171 kept=4621306 rejected=162590 last=keep reason=rewritten
+[llm clean] completed=2318200 submitted=2318271 kept=4621405 rejected=162591 last=keep reason=rewritten
+[llm clean] completed=2318300 submitted=2318371 kept=4621500 rejected=162596 last=keep reason=rewritten
+[llm clean] completed=2318400 submitted=2318471 kept=4621590 rejected=162606 last=keep reason=rewritten
+[llm clean] completed=2318500 submitted=2318571 kept=4621681 rejected=162615 last=reject reason=The text is a raw chat log consisting of repetitive, fragmented messages, user metadata, and boilerplate promotional con
+[llm clean] completed=2318600 submitted=2318671 kept=4621777 rejected=162619 last=keep reason=rewritten
+[llm clean] completed=2318700 submitted=2318771 kept=4621874 rejected=162622 last=keep reason=rewritten
+[llm clean] completed=2318800 submitted=2318871 kept=4621957 rejected=162639 last=keep reason=rewritten
+[llm clean] completed=2318900 submitted=2318971 kept=4622053 rejected=162643 last=keep reason=rewritten
+[llm clean] completed=2319000 submitted=2319071 kept=4622151 rejected=162645 last=keep reason=rewritten
+[llm clean] completed=2319100 submitted=2319171 kept=4622237 rejected=162659 last=keep reason=rewritten
+[llm clean] completed=2319200 submitted=2319271 kept=4622335 rejected=162661 last=keep reason=rewritten
+[llm clean] completed=2319300 submitted=2319371 kept=4622435 rejected=162661 last=keep reason=rewritten
+[llm clean] completed=2319400 submitted=2319471 kept=4622534 rejected=162662 last=keep reason=rewritten
+[llm clean] completed=2319500 submitted=2319571 kept=4622633 rejected=162663 last=keep reason=rewritten
+[llm clean] completed=2319600 submitted=2319671 kept=4622721 rejected=162675 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2319700 submitted=2319771 kept=4622817 rejected=162679 last=reject reason=The text is a chaotic, incoherent rant with severe grammatical errors, broken sentences, and unrelated fragments. It lac
+[llm clean] completed=2319800 submitted=2319871 kept=4622913 rejected=162683 last=keep reason=rewritten
+[llm clean] completed=2319900 submitted=2319971 kept=4623005 rejected=162691 last=keep reason=rewritten
+[llm clean] completed=2320000 submitted=2320071 kept=4623104 rejected=162692 last=keep reason=rewritten
+[llm clean] completed=2320100 submitted=2320171 kept=4623200 rejected=162696 last=keep reason=rewritten
+[llm clean] completed=2320200 submitted=2320271 kept=4623298 rejected=162698 last=keep reason=rewritten
+[llm clean] completed=2320300 submitted=2320371 kept=4623391 rejected=162705 last=keep reason=rewritten
+[llm clean] completed=2320400 submitted=2320471 kept=4623482 rejected=162714 last=keep reason=rewritten
+[llm clean] completed=2320500 submitted=2320571 kept=4623577 rejected=162719 last=keep reason=rewritten
+[llm clean] completed=2320600 submitted=2320671 kept=4623670 rejected=162726 last=keep reason=rewritten
+[llm clean] completed=2320700 submitted=2320771 kept=4623768 rejected=162728 last=keep reason=rewritten
+[llm clean] completed=2320800 submitted=2320871 kept=4623867 rejected=162729 last=keep reason=rewritten
+[llm clean] completed=2320900 submitted=2320971 kept=4623966 rejected=162730 last=keep reason=rewritten
+[llm clean] completed=2321000 submitted=2321071 kept=4624065 rejected=162731 last=keep reason=rewritten
+[llm clean] completed=2321100 submitted=2321171 kept=4624165 rejected=162731 last=keep reason=rewritten
+[llm clean] completed=2321200 submitted=2321271 kept=4624263 rejected=162733 last=keep reason=rewritten
+[llm clean] completed=2321300 submitted=2321371 kept=4624358 rejected=162738 last=keep reason=rewritten
+[llm clean] completed=2321400 submitted=2321471 kept=4624445 rejected=162751 last=keep reason=rewritten
+[llm clean] completed=2321500 submitted=2321571 kept=4624541 rejected=162755 last=keep reason=rewritten
+[llm clean] completed=2321600 submitted=2321671 kept=4624640 rejected=162756 last=keep reason=rewritten
+[llm clean] completed=2321700 submitted=2321771 kept=4624738 rejected=162758 last=keep reason=rewritten
+[llm clean] completed=2321800 submitted=2321871 kept=4624835 rejected=162761 last=keep reason=rewritten
+[llm clean] completed=2321900 submitted=2321971 kept=4624933 rejected=162763 last=keep reason=rewritten
+[llm clean] completed=2322000 submitted=2322071 kept=4625030 rejected=162766 last=reject reason=The text is a fragmented, repetitive, and noisy forum thread with significant boilerplate, user metadata, and duplicated
+[llm clean] completed=2322100 submitted=2322171 kept=4625126 rejected=162770 last=keep reason=rewritten
+[llm clean] completed=2322200 submitted=2322271 kept=4625225 rejected=162771 last=keep reason=rewritten
+[llm clean] completed=2322300 submitted=2322371 kept=4625323 rejected=162773 last=keep reason=rewritten
+[llm clean] completed=2322400 submitted=2322471 kept=4625420 rejected=162776 last=keep reason=rewritten
+[llm clean] completed=2322500 submitted=2322571 kept=4625518 rejected=162778 last=keep reason=rewritten
+[llm clean] completed=2322600 submitted=2322671 kept=4625617 rejected=162779 last=keep reason=rewritten
+[llm clean] completed=2322700 submitted=2322771 kept=4625713 rejected=162783 last=keep reason=rewritten
+[llm clean] completed=2322800 submitted=2322871 kept=4625809 rejected=162787 last=keep reason=rewritten
+[llm clean] completed=2322900 submitted=2322971 kept=4625908 rejected=162788 last=keep reason=rewritten
+[llm clean] completed=2323000 submitted=2323071 kept=4626005 rejected=162791 last=keep reason=rewritten
+[llm clean] completed=2323100 submitted=2323171 kept=4626104 rejected=162792 last=keep reason=rewritten
+[llm clean] completed=2323200 submitted=2323271 kept=4626201 rejected=162795 last=keep reason=rewritten
+[llm clean] completed=2323300 submitted=2323371 kept=4626299 rejected=162797 last=keep reason=rewritten
+[llm clean] completed=2323400 submitted=2323471 kept=4626396 rejected=162800 last=keep reason=rewritten
+[llm clean] completed=2323500 submitted=2323571 kept=4626493 rejected=162803 last=keep reason=rewritten
+[llm clean] completed=2323600 submitted=2323671 kept=4626591 rejected=162805 last=keep reason=rewritten
+[llm clean] completed=2323700 submitted=2323771 kept=4626691 rejected=162805 last=keep reason=rewritten
+[llm clean] completed=2323800 submitted=2323871 kept=4626785 rejected=162811 last=keep reason=rewritten
+[llm clean] completed=2323900 submitted=2323971 kept=4626881 rejected=162815 last=keep reason=rewritten
+[llm clean] completed=2324000 submitted=2324071 kept=4626974 rejected=162822 last=keep reason=rewritten
+[llm clean] completed=2324100 submitted=2324171 kept=4627071 rejected=162825 last=keep reason=rewritten
+[llm clean] completed=2324200 submitted=2324271 kept=4627171 rejected=162825 last=keep reason=rewritten
+[llm clean] completed=2324300 submitted=2324371 kept=4627265 rejected=162831 last=keep reason=rewritten
+[llm clean] completed=2324400 submitted=2324471 kept=4627364 rejected=162832 last=keep reason=rewritten
+[llm clean] completed=2324500 submitted=2324571 kept=4627454 rejected=162842 last=keep reason=rewritten
+[llm clean] completed=2324600 submitted=2324671 kept=4627547 rejected=162849 last=keep reason=rewritten
+[llm clean] completed=2324700 submitted=2324771 kept=4627643 rejected=162853 last=keep reason=rewritten
+[llm clean] completed=2324800 submitted=2324871 kept=4627742 rejected=162854 last=keep reason=rewritten
+[llm clean] completed=2324900 submitted=2324971 kept=4627841 rejected=162855 last=keep reason=rewritten
+[llm clean] completed=2325000 submitted=2325071 kept=4627938 rejected=162858 last=keep reason=rewritten
+[llm clean] completed=2325100 submitted=2325171 kept=4628038 rejected=162858 last=keep reason=rewritten
+[llm clean] completed=2325200 submitted=2325271 kept=4628135 rejected=162861 last=keep reason=rewritten
+[llm clean] completed=2325300 submitted=2325371 kept=4628233 rejected=162863 last=keep reason=rewritten
+[llm clean] completed=2325400 submitted=2325471 kept=4628333 rejected=162863 last=keep reason=rewritten
+[llm clean] completed=2325500 submitted=2325571 kept=4628428 rejected=162868 last=keep reason=rewritten
+[llm clean] completed=2325600 submitted=2325671 kept=4628525 rejected=162871 last=keep reason=rewritten
+[llm clean] completed=2325700 submitted=2325771 kept=4628623 rejected=162873 last=keep reason=rewritten
+[llm clean] completed=2325800 submitted=2325871 kept=4628722 rejected=162874 last=keep reason=rewritten
+[llm clean] completed=2325900 submitted=2325971 kept=4628815 rejected=162881 last=keep reason=rewritten
+[llm clean] completed=2326000 submitted=2326071 kept=4628914 rejected=162882 last=keep reason=rewritten
+[llm clean] completed=2326100 submitted=2326171 kept=4629009 rejected=162887 last=keep reason=rewritten
+[llm clean] completed=2326200 submitted=2326271 kept=4629099 rejected=162897 last=keep reason=rewritten
+[llm clean] completed=2326300 submitted=2326371 kept=4629198 rejected=162898 last=keep reason=rewritten
+[llm clean] completed=2326400 submitted=2326471 kept=4629286 rejected=162910 last=keep reason=rewritten
+[llm clean] completed=2326500 submitted=2326571 kept=4629385 rejected=162911 last=keep reason=rewritten
+[llm clean] completed=2326600 submitted=2326671 kept=4629476 rejected=162920 last=keep reason=rewritten
+[llm clean] completed=2326700 submitted=2326771 kept=4629573 rejected=162923 last=keep reason=rewritten
+[llm clean] completed=2326800 submitted=2326870 kept=4629667 rejected=162929 last=keep reason=rewritten
+[llm clean] completed=2326900 submitted=2326971 kept=4629762 rejected=162934 last=keep reason=rewritten
+[llm clean] completed=2327000 submitted=2327071 kept=4629856 rejected=162940 last=keep reason=rewritten
+[llm clean] completed=2327100 submitted=2327171 kept=4629956 rejected=162940 last=keep reason=rewritten
+[llm clean] completed=2327200 submitted=2327271 kept=4630055 rejected=162941 last=keep reason=rewritten
+[llm clean] completed=2327300 submitted=2327371 kept=4630155 rejected=162941 last=keep reason=rewritten
+[llm clean] completed=2327400 submitted=2327471 kept=4630250 rejected=162946 last=keep reason=rewritten
+[llm clean] completed=2327500 submitted=2327571 kept=4630347 rejected=162949 last=keep reason=rewritten
+[llm clean] completed=2327600 submitted=2327671 kept=4630444 rejected=162952 last=keep reason=rewritten
+[llm clean] completed=2327700 submitted=2327771 kept=4630541 rejected=162955 last=reject reason=The text consists entirely of a conflict of interest statement and a list of academic references, which is a roster of c
+[llm clean] completed=2327800 submitted=2327871 kept=4630631 rejected=162965 last=keep reason=rewritten
+[llm clean] completed=2327900 submitted=2327971 kept=4630730 rejected=162966 last=keep reason=rewritten
+[llm clean] completed=2328000 submitted=2328071 kept=4630829 rejected=162967 last=keep reason=rewritten
+[llm clean] completed=2328100 submitted=2328171 kept=4630924 rejected=162972 last=keep reason=rewritten
+[llm clean] completed=2328200 submitted=2328271 kept=4631018 rejected=162978 last=keep reason=rewritten
+[llm clean] completed=2328300 submitted=2328371 kept=4631115 rejected=162981 last=keep reason=rewritten
+[llm clean] completed=2328400 submitted=2328471 kept=4631211 rejected=162985 last=keep reason=rewritten
+[llm clean] completed=2328500 submitted=2328571 kept=4631310 rejected=162986 last=keep reason=rewritten
+[llm clean] completed=2328600 submitted=2328671 kept=4631409 rejected=162987 last=keep reason=rewritten
+[llm clean] completed=2328700 submitted=2328771 kept=4631509 rejected=162987 last=keep reason=rewritten
+[llm clean] completed=2328800 submitted=2328871 kept=4631605 rejected=162991 last=keep reason=rewritten
+[llm clean] completed=2328900 submitted=2328971 kept=4631701 rejected=162995 last=keep reason=rewritten
+[llm clean] completed=2329000 submitted=2329071 kept=4631800 rejected=162996 last=keep reason=rewritten
+[llm clean] completed=2329100 submitted=2329171 kept=4631895 rejected=163001 last=keep reason=rewritten
+[llm clean] completed=2329200 submitted=2329271 kept=4631992 rejected=163004 last=keep reason=rewritten
+[llm clean] completed=2329300 submitted=2329371 kept=4632092 rejected=163004 last=keep reason=rewritten
+[llm clean] completed=2329400 submitted=2329471 kept=4632191 rejected=163005 last=keep reason=rewritten
+[llm clean] completed=2329500 submitted=2329571 kept=4632286 rejected=163010 last=keep reason=rewritten
+[llm clean] completed=2329600 submitted=2329671 kept=4632385 rejected=163011 last=keep reason=rewritten
+[llm clean] completed=2329700 submitted=2329771 kept=4632482 rejected=163014 last=keep reason=rewritten
+[llm clean] completed=2329800 submitted=2329871 kept=4632581 rejected=163015 last=keep reason=rewritten
+[llm clean] completed=2329900 submitted=2329971 kept=4632677 rejected=163019 last=keep reason=rewritten
+[llm clean] completed=2330000 submitted=2330071 kept=4632776 rejected=163020 last=keep reason=rewritten
+[llm clean] completed=2330100 submitted=2330171 kept=4632874 rejected=163022 last=keep reason=rewritten
+[llm clean] completed=2330200 submitted=2330271 kept=4632971 rejected=163025 last=keep reason=rewritten
+[llm clean] completed=2330300 submitted=2330371 kept=4633068 rejected=163028 last=keep reason=rewritten
+[llm clean] completed=2330400 submitted=2330471 kept=4633153 rejected=163043 last=keep reason=rewritten
+[llm clean] completed=2330500 submitted=2330571 kept=4633251 rejected=163045 last=keep reason=rewritten
+[llm clean] completed=2330600 submitted=2330671 kept=4633336 rejected=163060 last=reject reason=The text is a list of comic book release announcements with metadata (dates, prices, creators) and brief blurbs. It lack
+[llm clean] completed=2330700 submitted=2330771 kept=4633436 rejected=163060 last=keep reason=rewritten
+[llm clean] completed=2330800 submitted=2330871 kept=4633535 rejected=163061 last=keep reason=rewritten
+[llm clean] completed=2330900 submitted=2330971 kept=4633611 rejected=163085 last=keep reason=rewritten
+[llm clean] completed=2331000 submitted=2331071 kept=4633709 rejected=163087 last=keep reason=rewritten
+[llm clean] completed=2331100 submitted=2331171 kept=4633803 rejected=163093 last=keep reason=rewritten
+[llm clean] completed=2331200 submitted=2331271 kept=4633903 rejected=163093 last=keep reason=rewritten
+[llm clean] completed=2331300 submitted=2331371 kept=4634001 rejected=163095 last=keep reason=rewritten
+[llm clean] completed=2331400 submitted=2331471 kept=4634101 rejected=163095 last=keep reason=rewritten
+[llm clean] completed=2331500 submitted=2331571 kept=4634199 rejected=163097 last=keep reason=rewritten
+[llm clean] completed=2331600 submitted=2331671 kept=4634298 rejected=163098 last=keep reason=rewritten
+[llm clean] completed=2331700 submitted=2331771 kept=4634397 rejected=163099 last=keep reason=rewritten
+[llm clean] completed=2331800 submitted=2331871 kept=4634488 rejected=163108 last=keep reason=rewritten
+[llm clean] completed=2331900 submitted=2331971 kept=4634588 rejected=163108 last=keep reason=rewritten
+[llm clean] completed=2332000 submitted=2332071 kept=4634685 rejected=163111 last=keep reason=rewritten
+[llm clean] completed=2332100 submitted=2332171 kept=4634785 rejected=163111 last=keep reason=rewritten
+[llm clean] completed=2332200 submitted=2332271 kept=4634884 rejected=163112 last=keep reason=rewritten
+[llm clean] completed=2332300 submitted=2332371 kept=4634979 rejected=163117 last=keep reason=rewritten
+[llm clean] completed=2332400 submitted=2332471 kept=4635076 rejected=163120 last=keep reason=rewritten
+[llm clean] completed=2332500 submitted=2332571 kept=4635176 rejected=163120 last=keep reason=rewritten
+[llm clean] completed=2332600 submitted=2332671 kept=4635272 rejected=163124 last=keep reason=rewritten
+[llm clean] completed=2332700 submitted=2332771 kept=4635369 rejected=163127 last=keep reason=rewritten
+[llm clean] completed=2332800 submitted=2332871 kept=4635468 rejected=163128 last=keep reason=rewritten
+[llm clean] completed=2332900 submitted=2332971 kept=4635564 rejected=163132 last=keep reason=rewritten
+[llm clean] completed=2333000 submitted=2333071 kept=4635643 rejected=163153 last=keep reason=rewritten
+[llm clean] completed=2333100 submitted=2333171 kept=4635743 rejected=163153 last=keep reason=rewritten
+[llm clean] completed=2333200 submitted=2333271 kept=4635838 rejected=163158 last=reject reason=The text is a fragmented forum thread with heavy boilerplate, navigation artifacts, user metadata, and low-context comme
+[llm clean] completed=2333300 submitted=2333371 kept=4635934 rejected=163162 last=keep reason=rewritten
+[llm clean] completed=2333400 submitted=2333471 kept=4636033 rejected=163163 last=keep reason=rewritten
+[llm clean] completed=2333500 submitted=2333571 kept=4636130 rejected=163166 last=reject reason=The text is a raw forum thread with repetitive user profiles, metadata, nested quotes, and low-context comments. It lack
+[llm clean] completed=2333600 submitted=2333671 kept=4636226 rejected=163170 last=keep reason=rewritten
+[llm clean] completed=2333700 submitted=2333771 kept=4636320 rejected=163176 last=keep reason=rewritten
+[llm clean] completed=2333800 submitted=2333871 kept=4636420 rejected=163176 last=keep reason=rewritten
+[llm clean] completed=2333900 submitted=2333971 kept=4636518 rejected=163178 last=keep reason=rewritten
+[llm clean] completed=2334000 submitted=2334071 kept=4636617 rejected=163179 last=keep reason=rewritten
+[llm clean] completed=2334100 submitted=2334171 kept=4636715 rejected=163181 last=keep reason=rewritten
+[llm clean] completed=2334200 submitted=2334271 kept=4636811 rejected=163185 last=keep reason=rewritten
+[llm clean] completed=2334300 submitted=2334371 kept=4636911 rejected=163185 last=keep reason=rewritten
+[llm clean] completed=2334400 submitted=2334471 kept=4636992 rejected=163204 last=keep reason=rewritten
+[llm clean] completed=2334500 submitted=2334571 kept=4637086 rejected=163210 last=keep reason=rewritten
+[llm clean] completed=2334600 submitted=2334671 kept=4637180 rejected=163216 last=keep reason=rewritten
+[llm clean] completed=2334700 submitted=2334771 kept=4637272 rejected=163224 last=keep reason=rewritten
+[llm clean] completed=2334800 submitted=2334871 kept=4637369 rejected=163227 last=keep reason=rewritten
+[llm clean] completed=2334900 submitted=2334971 kept=4637466 rejected=163230 last=keep reason=rewritten
+[llm clean] completed=2335000 submitted=2335071 kept=4637556 rejected=163240 last=keep reason=rewritten
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+[llm clean] completed=2351600 submitted=2351671 kept=4653590 rejected=163806 last=reject reason=The text consists entirely of academic citation references and metadata, lacking coherent article-style prose.
+[llm clean] completed=2351700 submitted=2351771 kept=4653682 rejected=163814 last=keep reason=rewritten
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+[llm clean] completed=2355100 submitted=2355171 kept=4656951 rejected=163945 last=reject reason=The text is a fragmented, unstructured list of state minimum wage and tip credit data, lacking coherent prose structure,
+[llm clean] completed=2355200 submitted=2355271 kept=4657048 rejected=163948 last=keep reason=rewritten
+[llm clean] completed=2355300 submitted=2355371 kept=4657145 rejected=163951 last=reject reason=The text is a disjointed collection of unrelated news snippets, email headers, metadata, and fragments without a coheren
+[llm clean] completed=2355400 submitted=2355471 kept=4657234 rejected=163962 last=keep reason=rewritten
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+[llm clean] completed=2357900 submitted=2357971 kept=4659639 rejected=164057 last=keep reason=rewritten
+[llm clean] completed=2358000 submitted=2358071 kept=4659737 rejected=164059 last=keep reason=rewritten
+[llm clean] completed=2358100 submitted=2358171 kept=4659835 rejected=164061 last=keep reason=rewritten
+[llm clean] completed=2358200 submitted=2358271 kept=4659931 rejected=164065 last=keep reason=rewritten
+[llm clean] completed=2358300 submitted=2358371 kept=4660022 rejected=164074 last=keep reason=rewritten
+[llm clean] completed=2358400 submitted=2358471 kept=4660109 rejected=164087 last=keep reason=rewritten
+[llm clean] completed=2358500 submitted=2358571 kept=4660209 rejected=164087 last=keep reason=rewritten
+[llm clean] completed=2358600 submitted=2358671 kept=4660303 rejected=164093 last=keep reason=rewritten
+[llm clean] completed=2358700 submitted=2358771 kept=4660396 rejected=164100 last=keep reason=rewritten
+[llm clean] completed=2358800 submitted=2358871 kept=4660493 rejected=164103 last=keep reason=rewritten
+[llm clean] completed=2358900 submitted=2358971 kept=4660592 rejected=164104 last=keep reason=rewritten
+[llm clean] completed=2359000 submitted=2359071 kept=4660688 rejected=164108 last=keep reason=rewritten
+[llm clean] completed=2359100 submitted=2359171 kept=4660784 rejected=164112 last=keep reason=rewritten
+[llm clean] completed=2359200 submitted=2359271 kept=4660883 rejected=164113 last=keep reason=rewritten
+[llm clean] completed=2359300 submitted=2359371 kept=4660974 rejected=164122 last=reject reason=The text consists of repetitive, low-context legislative metadata, boilerplate, and code-like artifacts (e.g., 'Array ( 
+[llm clean] completed=2359400 submitted=2359471 kept=4661049 rejected=164147 last=keep reason=rewritten
+[llm clean] completed=2359500 submitted=2359571 kept=4661148 rejected=164148 last=keep reason=rewritten
+[llm clean] completed=2359600 submitted=2359671 kept=4661245 rejected=164151 last=keep reason=rewritten
+[llm clean] completed=2359700 submitted=2359771 kept=4661341 rejected=164155 last=keep reason=rewritten
+[llm clean] completed=2359800 submitted=2359871 kept=4661441 rejected=164155 last=keep reason=rewritten
+[llm clean] completed=2359900 submitted=2359971 kept=4661540 rejected=164156 last=keep reason=rewritten
+[llm clean] completed=2360000 submitted=2360071 kept=4661639 rejected=164157 last=keep reason=rewritten
+[llm clean] completed=2360100 submitted=2360171 kept=4661734 rejected=164162 last=keep reason=rewritten
+[llm clean] completed=2360200 submitted=2360271 kept=4661832 rejected=164164 last=keep reason=rewritten
+[llm clean] completed=2360300 submitted=2360371 kept=4661930 rejected=164166 last=keep reason=rewritten
+[llm clean] completed=2360400 submitted=2360471 kept=4662030 rejected=164166 last=keep reason=rewritten
+[llm clean] completed=2360500 submitted=2360571 kept=4662125 rejected=164171 last=reject reason=The text is mostly a list of captions, navigation labels, boilerplate, and unrelated fragments (e.g., 'Internet gallery'
+[llm clean] completed=2360600 submitted=2360671 kept=4662222 rejected=164174 last=keep reason=rewritten
+[llm clean] completed=2360700 submitted=2360771 kept=4662315 rejected=164181 last=keep reason=rewritten
+[llm clean] completed=2360800 submitted=2360871 kept=4662413 rejected=164183 last=keep reason=rewritten
+[llm clean] completed=2360900 submitted=2360971 kept=4662513 rejected=164183 last=keep reason=rewritten
+[llm clean] completed=2361000 submitted=2361071 kept=4662604 rejected=164192 last=keep reason=rewritten
+[llm clean] completed=2361100 submitted=2361171 kept=4662704 rejected=164192 last=keep reason=rewritten
+[llm clean] completed=2361200 submitted=2361271 kept=4662802 rejected=164194 last=keep reason=rewritten
+[llm clean] completed=2361300 submitted=2361371 kept=4662895 rejected=164201 last=keep reason=rewritten
+[llm clean] completed=2361400 submitted=2361471 kept=4662990 rejected=164206 last=keep reason=rewritten
+[llm clean] completed=2361500 submitted=2361571 kept=4663089 rejected=164207 last=keep reason=rewritten
+[llm clean] completed=2361600 submitted=2361671 kept=4663189 rejected=164207 last=keep reason=rewritten
+[llm clean] completed=2361700 submitted=2361771 kept=4663287 rejected=164209 last=keep reason=rewritten
+[llm clean] completed=2361800 submitted=2361871 kept=4663386 rejected=164210 last=keep reason=rewritten
+[llm clean] completed=2361900 submitted=2361971 kept=4663484 rejected=164212 last=keep reason=rewritten
+[llm clean] completed=2362000 submitted=2362071 kept=4663580 rejected=164216 last=keep reason=rewritten
+[llm clean] completed=2362100 submitted=2362171 kept=4663662 rejected=164234 last=reject reason=The text is a list of release notes, feature updates, and metadata fragments without coherent narrative structure or mea
+[llm clean] completed=2362200 submitted=2362271 kept=4663760 rejected=164236 last=keep reason=rewritten
+[llm clean] completed=2362300 submitted=2362371 kept=4663859 rejected=164237 last=keep reason=rewritten
+[llm clean] completed=2362400 submitted=2362471 kept=4663946 rejected=164250 last=keep reason=rewritten
+[llm clean] completed=2362500 submitted=2362571 kept=4664042 rejected=164254 last=keep reason=rewritten
+[llm clean] completed=2362600 submitted=2362671 kept=4664140 rejected=164256 last=keep reason=rewritten
+[llm clean] completed=2362700 submitted=2362771 kept=4664240 rejected=164256 last=keep reason=rewritten
+[llm clean] completed=2362800 submitted=2362871 kept=4664339 rejected=164257 last=keep reason=rewritten
+[llm clean] completed=2362900 submitted=2362971 kept=4664439 rejected=164257 last=keep reason=rewritten
+[llm clean] completed=2363000 submitted=2363071 kept=4664535 rejected=164261 last=keep reason=rewritten
+[llm clean] completed=2363100 submitted=2363171 kept=4664632 rejected=164264 last=keep reason=rewritten
+[llm clean] completed=2363200 submitted=2363271 kept=4664727 rejected=164269 last=keep reason=rewritten
+[llm clean] completed=2363300 submitted=2363371 kept=4664826 rejected=164270 last=keep reason=rewritten
+[llm clean] completed=2363400 submitted=2363471 kept=4664925 rejected=164271 last=keep reason=rewritten
+[llm clean] completed=2363500 submitted=2363571 kept=4665024 rejected=164272 last=keep reason=rewritten
+[llm clean] completed=2363600 submitted=2363671 kept=4665122 rejected=164274 last=keep reason=rewritten
+[llm clean] completed=2363700 submitted=2363771 kept=4665215 rejected=164281 last=keep reason=rewritten
+[llm clean] completed=2363800 submitted=2363871 kept=4665314 rejected=164282 last=keep reason=rewritten
+[llm clean] completed=2363900 submitted=2363971 kept=4665409 rejected=164287 last=keep reason=rewritten
+[llm clean] completed=2364000 submitted=2364071 kept=4665508 rejected=164288 last=keep reason=rewritten
+[llm clean] completed=2364100 submitted=2364171 kept=4665602 rejected=164294 last=keep reason=rewritten
+[llm clean] completed=2364200 submitted=2364271 kept=4665699 rejected=164297 last=reject reason=The text is a disjointed collection of image captions from a listicle, followed by unrelated snippets about a protein re
+[llm clean] completed=2364300 submitted=2364371 kept=4665798 rejected=164298 last=keep reason=rewritten
+[llm clean] completed=2364400 submitted=2364471 kept=4665896 rejected=164300 last=keep reason=rewritten
+[llm clean] completed=2364500 submitted=2364571 kept=4665995 rejected=164301 last=keep reason=rewritten
+[llm clean] completed=2364600 submitted=2364671 kept=4666094 rejected=164302 last=keep reason=rewritten
+[llm clean] completed=2364700 submitted=2364771 kept=4666191 rejected=164305 last=keep reason=rewritten
+[llm clean] completed=2364800 submitted=2364871 kept=4666287 rejected=164309 last=reject reason=The text is primarily a list of game item codes, placeholders, and metadata without coherent narrative or article-style 
+[llm clean] completed=2364900 submitted=2364971 kept=4666383 rejected=164313 last=keep reason=rewritten
+[llm clean] completed=2365000 submitted=2365071 kept=4666481 rejected=164315 last=keep reason=rewritten
+[llm clean] completed=2365100 submitted=2365171 kept=4666579 rejected=164317 last=keep reason=rewritten
+[llm clean] completed=2365200 submitted=2365271 kept=4666672 rejected=164324 last=keep reason=rewritten
+[llm clean] completed=2365300 submitted=2365371 kept=4666769 rejected=164327 last=keep reason=rewritten
+[llm clean] completed=2365400 submitted=2365471 kept=4666862 rejected=164334 last=keep reason=rewritten
+[llm clean] completed=2365500 submitted=2365571 kept=4666961 rejected=164335 last=keep reason=rewritten
+[llm clean] completed=2365600 submitted=2365671 kept=4667060 rejected=164336 last=keep reason=rewritten
+[llm clean] completed=2365700 submitted=2365771 kept=4667158 rejected=164338 last=keep reason=rewritten
+[llm clean] completed=2365800 submitted=2365871 kept=4667257 rejected=164339 last=keep reason=rewritten
+[llm clean] completed=2365900 submitted=2365971 kept=4667356 rejected=164340 last=keep reason=rewritten
+[llm clean] completed=2366000 submitted=2366071 kept=4667455 rejected=164341 last=keep reason=rewritten
+[llm clean] completed=2366100 submitted=2366171 kept=4667555 rejected=164341 last=keep reason=rewritten
+[llm clean] completed=2366200 submitted=2366271 kept=4667654 rejected=164342 last=keep reason=rewritten
+[llm clean] completed=2366300 submitted=2366371 kept=4667753 rejected=164343 last=keep reason=rewritten
+[llm clean] completed=2366400 submitted=2366471 kept=4667842 rejected=164354 last=keep reason=rewritten
+[llm clean] completed=2366500 submitted=2366571 kept=4667938 rejected=164358 last=keep reason=rewritten
+[llm clean] completed=2366600 submitted=2366671 kept=4668037 rejected=164359 last=keep reason=rewritten
+[llm clean] completed=2366700 submitted=2366771 kept=4668125 rejected=164371 last=keep reason=rewritten
+[llm clean] completed=2366800 submitted=2366871 kept=4668225 rejected=164371 last=keep reason=rewritten
+[llm clean] completed=2366900 submitted=2366971 kept=4668324 rejected=164372 last=keep reason=rewritten
+[llm clean] completed=2367000 submitted=2367071 kept=4668422 rejected=164374 last=keep reason=rewritten
+[llm clean] completed=2367100 submitted=2367171 kept=4668521 rejected=164375 last=keep reason=rewritten
+[llm clean] completed=2367200 submitted=2367271 kept=4668620 rejected=164376 last=keep reason=rewritten
+[llm clean] completed=2367300 submitted=2367371 kept=4668715 rejected=164381 last=keep reason=rewritten
+[llm clean] completed=2367400 submitted=2367471 kept=4668814 rejected=164382 last=keep reason=rewritten
+[llm clean] completed=2367500 submitted=2367571 kept=4668913 rejected=164383 last=keep reason=rewritten
+[llm clean] completed=2367600 submitted=2367671 kept=4669011 rejected=164385 last=keep reason=rewritten
+[llm clean] completed=2367700 submitted=2367771 kept=4669102 rejected=164394 last=keep reason=rewritten
+[llm clean] completed=2367800 submitted=2367871 kept=4669198 rejected=164398 last=keep reason=rewritten
+[llm clean] completed=2367900 submitted=2367971 kept=4669293 rejected=164403 last=keep reason=rewritten
+[llm clean] completed=2368000 submitted=2368071 kept=4669392 rejected=164404 last=keep reason=rewritten
+[llm clean] completed=2368100 submitted=2368171 kept=4669492 rejected=164404 last=keep reason=rewritten
+[llm clean] completed=2368200 submitted=2368271 kept=4669592 rejected=164404 last=keep reason=rewritten
+[llm clean] completed=2368300 submitted=2368371 kept=4669688 rejected=164408 last=reject reason=The text is a repetitive list of photo captions and metadata from a web gallery, lacking coherent article-style prose st
+[llm clean] completed=2368400 submitted=2368471 kept=4669781 rejected=164415 last=keep reason=rewritten
+[llm clean] completed=2368500 submitted=2368571 kept=4669878 rejected=164418 last=keep reason=rewritten
+[llm clean] completed=2368600 submitted=2368671 kept=4669977 rejected=164419 last=keep reason=rewritten
+[llm clean] completed=2368700 submitted=2368770 kept=4670076 rejected=164420 last=keep reason=rewritten
+[llm clean] completed=2368800 submitted=2368871 kept=4670173 rejected=164423 last=keep reason=rewritten
+[llm clean] completed=2368900 submitted=2368971 kept=4670271 rejected=164425 last=keep reason=rewritten
+[llm clean] completed=2369000 submitted=2369071 kept=4670367 rejected=164429 last=keep reason=rewritten
+[llm clean] completed=2369100 submitted=2369171 kept=4670464 rejected=164432 last=keep reason=rewritten
+[llm clean] completed=2369200 submitted=2369271 kept=4670561 rejected=164435 last=keep reason=rewritten
+[llm clean] completed=2369300 submitted=2369371 kept=4670660 rejected=164436 last=keep reason=rewritten
+[llm clean] completed=2369400 submitted=2369471 kept=4670757 rejected=164439 last=keep reason=rewritten
+[llm clean] completed=2369500 submitted=2369571 kept=4670854 rejected=164442 last=keep reason=rewritten
+[llm clean] completed=2369600 submitted=2369671 kept=4670952 rejected=164444 last=keep reason=rewritten
+[llm clean] completed=2369700 submitted=2369771 kept=4671045 rejected=164451 last=keep reason=rewritten
+[llm clean] completed=2369800 submitted=2369871 kept=4671145 rejected=164451 last=keep reason=rewritten
+[llm clean] completed=2369900 submitted=2369971 kept=4671244 rejected=164452 last=keep reason=rewritten
+[llm clean] completed=2370000 submitted=2370071 kept=4671342 rejected=164454 last=keep reason=rewritten
+[llm clean] completed=2370100 submitted=2370171 kept=4671436 rejected=164460 last=keep reason=rewritten
+[llm clean] completed=2370200 submitted=2370271 kept=4671535 rejected=164461 last=keep reason=rewritten
+[llm clean] completed=2370300 submitted=2370370 kept=4671631 rejected=164465 last=keep reason=rewritten
+[llm clean] completed=2370400 submitted=2370471 kept=4671730 rejected=164466 last=keep reason=rewritten
+[llm clean] completed=2370500 submitted=2370571 kept=4671824 rejected=164472 last=keep reason=rewritten
+[llm clean] completed=2370600 submitted=2370671 kept=4671914 rejected=164482 last=keep reason=rewritten
+[llm clean] completed=2370700 submitted=2370771 kept=4672014 rejected=164482 last=keep reason=rewritten
+[llm clean] completed=2370800 submitted=2370871 kept=4672111 rejected=164485 last=keep reason=rewritten
+[llm clean] completed=2370900 submitted=2370971 kept=4672207 rejected=164489 last=keep reason=rewritten
+[llm clean] completed=2371000 submitted=2371071 kept=4672307 rejected=164489 last=keep reason=rewritten
+[llm clean] completed=2371100 submitted=2371171 kept=4672406 rejected=164490 last=keep reason=rewritten
+[llm clean] completed=2371200 submitted=2371271 kept=4672504 rejected=164492 last=keep reason=rewritten
+[llm clean] completed=2371300 submitted=2371371 kept=4672604 rejected=164492 last=keep reason=rewritten
+[llm clean] completed=2371400 submitted=2371471 kept=4672703 rejected=164493 last=keep reason=rewritten
+[llm clean] completed=2371500 submitted=2371571 kept=4672799 rejected=164497 last=keep reason=rewritten
+[llm clean] completed=2371600 submitted=2371671 kept=4672897 rejected=164499 last=keep reason=rewritten
+[llm clean] completed=2371700 submitted=2371771 kept=4672997 rejected=164499 last=keep reason=rewritten
+[llm clean] completed=2371800 submitted=2371871 kept=4673088 rejected=164508 last=keep reason=rewritten
+[llm clean] completed=2371900 submitted=2371971 kept=4673187 rejected=164509 last=keep reason=rewritten
+[llm clean] completed=2372000 submitted=2372071 kept=4673286 rejected=164510 last=keep reason=rewritten
+[llm clean] completed=2372100 submitted=2372171 kept=4673382 rejected=164514 last=keep reason=rewritten
+[llm clean] completed=2372200 submitted=2372271 kept=4673477 rejected=164519 last=keep reason=rewritten
+[llm clean] completed=2372300 submitted=2372371 kept=4673577 rejected=164519 last=keep reason=rewritten
+[llm clean] completed=2372400 submitted=2372471 kept=4673677 rejected=164519 last=keep reason=rewritten
+[llm clean] completed=2372500 submitted=2372571 kept=4673773 rejected=164523 last=keep reason=rewritten
+[llm clean] completed=2372600 submitted=2372671 kept=4673868 rejected=164528 last=keep reason=rewritten
+[llm clean] completed=2372700 submitted=2372771 kept=4673967 rejected=164529 last=keep reason=rewritten
+[llm clean] completed=2372800 submitted=2372871 kept=4674065 rejected=164531 last=keep reason=rewritten
+[llm clean] completed=2372900 submitted=2372971 kept=4674161 rejected=164535 last=keep reason=rewritten
+[llm clean] completed=2373000 submitted=2373071 kept=4674259 rejected=164537 last=keep reason=rewritten
+[llm clean] completed=2373100 submitted=2373171 kept=4674355 rejected=164541 last=keep reason=rewritten
+[llm clean] completed=2373200 submitted=2373271 kept=4674453 rejected=164543 last=keep reason=rewritten
+[llm clean] completed=2373300 submitted=2373371 kept=4674552 rejected=164544 last=keep reason=rewritten
+[llm clean] completed=2373400 submitted=2373471 kept=4674652 rejected=164544 last=keep reason=rewritten
+[llm clean] completed=2373500 submitted=2373571 kept=4674752 rejected=164544 last=keep reason=rewritten
+[llm clean] completed=2373600 submitted=2373671 kept=4674849 rejected=164547 last=keep reason=rewritten
+[llm clean] completed=2373700 submitted=2373771 kept=4674946 rejected=164550 last=keep reason=rewritten
+[llm clean] completed=2373800 submitted=2373871 kept=4675041 rejected=164555 last=keep reason=rewritten
+[llm clean] completed=2373900 submitted=2373971 kept=4675138 rejected=164558 last=keep reason=rewritten
+[llm clean] completed=2374000 submitted=2374071 kept=4675237 rejected=164559 last=keep reason=rewritten
+[llm clean] completed=2374100 submitted=2374171 kept=4675335 rejected=164561 last=reject reason=The text is primarily code snippets and technical instructions for a linear programming setup, lacking coherent article-
+[llm clean] completed=2374200 submitted=2374271 kept=4675428 rejected=164568 last=keep reason=rewritten
+[llm clean] completed=2374300 submitted=2374371 kept=4675523 rejected=164573 last=keep reason=rewritten
+[llm clean] completed=2374400 submitted=2374471 kept=4675623 rejected=164573 last=keep reason=rewritten
+[llm clean] completed=2374500 submitted=2374571 kept=4675721 rejected=164575 last=keep reason=rewritten
+[llm clean] completed=2374600 submitted=2374671 kept=4675819 rejected=164577 last=keep reason=rewritten
+[llm clean] completed=2374700 submitted=2374771 kept=4675918 rejected=164578 last=keep reason=rewritten
+[llm clean] completed=2374800 submitted=2374871 kept=4676016 rejected=164580 last=keep reason=rewritten
+[llm clean] completed=2374900 submitted=2374971 kept=4676110 rejected=164586 last=keep reason=rewritten
+[llm clean] completed=2375000 submitted=2375071 kept=4676209 rejected=164587 last=keep reason=rewritten
+[llm clean] completed=2375100 submitted=2375171 kept=4676307 rejected=164589 last=keep reason=rewritten
+[llm clean] completed=2375200 submitted=2375271 kept=4676405 rejected=164591 last=keep reason=rewritten
+[llm clean] completed=2375300 submitted=2375371 kept=4676503 rejected=164593 last=keep reason=rewritten
+[llm clean] completed=2375400 submitted=2375471 kept=4676597 rejected=164599 last=keep reason=rewritten
+[llm clean] completed=2375500 submitted=2375571 kept=4676696 rejected=164600 last=keep reason=rewritten
+[llm clean] completed=2375600 submitted=2375671 kept=4676796 rejected=164600 last=keep reason=rewritten
+[llm clean] completed=2375700 submitted=2375771 kept=4676895 rejected=164601 last=keep reason=rewritten
+[llm clean] completed=2375800 submitted=2375871 kept=4676987 rejected=164609 last=keep reason=rewritten
+[llm clean] completed=2375900 submitted=2375971 kept=4677085 rejected=164611 last=keep reason=rewritten
+[llm clean] completed=2376000 submitted=2376071 kept=4677183 rejected=164613 last=keep reason=rewritten
+[llm clean] completed=2376100 submitted=2376171 kept=4677283 rejected=164613 last=keep reason=rewritten
+[llm clean] completed=2376200 submitted=2376271 kept=4677380 rejected=164616 last=keep reason=rewritten
+[llm clean] completed=2376300 submitted=2376371 kept=4677469 rejected=164627 last=keep reason=rewritten
+[llm clean] completed=2376400 submitted=2376471 kept=4677565 rejected=164631 last=keep reason=rewritten
+[llm clean] completed=2376500 submitted=2376571 kept=4677658 rejected=164638 last=keep reason=rewritten
+[llm clean] completed=2376600 submitted=2376671 kept=4677757 rejected=164639 last=keep reason=rewritten
+[llm clean] completed=2376700 submitted=2376771 kept=4677850 rejected=164646 last=keep reason=rewritten
+[llm clean] completed=2376800 submitted=2376871 kept=4677945 rejected=164651 last=keep reason=rewritten
+[llm clean] completed=2376900 submitted=2376971 kept=4678042 rejected=164654 last=keep reason=rewritten
+[llm clean] completed=2377000 submitted=2377071 kept=4678135 rejected=164661 last=keep reason=rewritten
+[llm clean] completed=2377100 submitted=2377171 kept=4678235 rejected=164661 last=keep reason=rewritten
+[llm clean] completed=2377200 submitted=2377271 kept=4678332 rejected=164664 last=keep reason=rewritten
+[llm clean] completed=2377300 submitted=2377371 kept=4678428 rejected=164668 last=keep reason=rewritten
+[llm clean] completed=2377400 submitted=2377471 kept=4678527 rejected=164669 last=keep reason=rewritten
+[llm clean] completed=2377500 submitted=2377571 kept=4678627 rejected=164669 last=keep reason=rewritten
+[llm clean] completed=2377600 submitted=2377671 kept=4678717 rejected=164679 last=reject reason=The input is a raw data dump of game item statistics and metadata (likely from a video game wiki or database), consistin
+[llm clean] completed=2377700 submitted=2377771 kept=4678799 rejected=164697 last=keep reason=rewritten
+[llm clean] completed=2377800 submitted=2377871 kept=4678897 rejected=164699 last=keep reason=rewritten
+[llm clean] completed=2377900 submitted=2377971 kept=4678996 rejected=164700 last=keep reason=rewritten
+[llm clean] completed=2378000 submitted=2378071 kept=4679086 rejected=164710 last=keep reason=rewritten
+[llm clean] completed=2378100 submitted=2378171 kept=4679184 rejected=164712 last=keep reason=rewritten
+[llm clean] completed=2378200 submitted=2378271 kept=4679282 rejected=164714 last=keep reason=rewritten
+[llm clean] completed=2378300 submitted=2378371 kept=4679381 rejected=164715 last=keep reason=rewritten
+[llm clean] completed=2378400 submitted=2378471 kept=4679477 rejected=164719 last=keep reason=rewritten
+[llm clean] completed=2378500 submitted=2378571 kept=4679568 rejected=164728 last=keep reason=rewritten
+[llm clean] completed=2378600 submitted=2378671 kept=4679665 rejected=164731 last=keep reason=rewritten
+[llm clean] completed=2378700 submitted=2378771 kept=4679763 rejected=164733 last=keep reason=rewritten
+[llm clean] completed=2378800 submitted=2378871 kept=4679856 rejected=164740 last=keep reason=rewritten
+[llm clean] completed=2378900 submitted=2378971 kept=4679951 rejected=164745 last=keep reason=rewritten
+[llm clean] completed=2379000 submitted=2379071 kept=4680042 rejected=164754 last=keep reason=rewritten
+[llm clean] completed=2379100 submitted=2379171 kept=4680141 rejected=164755 last=keep reason=rewritten
+[llm clean] completed=2379200 submitted=2379271 kept=4680225 rejected=164771 last=keep reason=rewritten
+[llm clean] completed=2379300 submitted=2379371 kept=4680317 rejected=164779 last=keep reason=rewritten
+[llm clean] completed=2379400 submitted=2379471 kept=4680401 rejected=164795 last=keep reason=rewritten
+[llm clean] completed=2379500 submitted=2379571 kept=4680500 rejected=164796 last=keep reason=rewritten
+[llm clean] completed=2379600 submitted=2379671 kept=4680598 rejected=164798 last=keep reason=rewritten
+[llm clean] completed=2379700 submitted=2379771 kept=4680696 rejected=164800 last=keep reason=rewritten
+[llm clean] completed=2379800 submitted=2379871 kept=4680792 rejected=164804 last=keep reason=rewritten
+[llm clean] completed=2379900 submitted=2379971 kept=4680884 rejected=164812 last=keep reason=rewritten
+[llm clean] completed=2380000 submitted=2380071 kept=4680983 rejected=164813 last=keep reason=rewritten
+[llm clean] completed=2380100 submitted=2380171 kept=4681081 rejected=164815 last=keep reason=rewritten
+[llm clean] completed=2380200 submitted=2380271 kept=4681179 rejected=164817 last=keep reason=rewritten
+[llm clean] completed=2380300 submitted=2380371 kept=4681268 rejected=164828 last=keep reason=rewritten
+[llm clean] completed=2380400 submitted=2380471 kept=4681364 rejected=164832 last=keep reason=rewritten
+[llm clean] completed=2380500 submitted=2380571 kept=4681461 rejected=164835 last=keep reason=rewritten
+[llm clean] completed=2380600 submitted=2380671 kept=4681557 rejected=164839 last=keep reason=rewritten
+[llm clean] completed=2380700 submitted=2380771 kept=4681653 rejected=164843 last=keep reason=rewritten
+[llm clean] completed=2380800 submitted=2380871 kept=4681747 rejected=164849 last=keep reason=rewritten
+[llm clean] completed=2380900 submitted=2380971 kept=4681842 rejected=164854 last=keep reason=rewritten
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+[llm clean] completed=2384500 submitted=2384571 kept=4685351 rejected=164945 last=reject reason=The input is a fragment of Go source code, not English prose. It contains function definitions, variable declarations, a
+[llm clean] completed=2384600 submitted=2384671 kept=4685448 rejected=164948 last=keep reason=rewritten
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+[llm clean] completed=2393500 submitted=2393571 kept=4694014 rejected=165282 last=keep reason=rewritten
+[llm clean] completed=2393600 submitted=2393671 kept=4694113 rejected=165283 last=keep reason=rewritten
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+[llm clean] completed=2393900 submitted=2393971 kept=4694409 rejected=165287 last=keep reason=rewritten
+[llm clean] completed=2394000 submitted=2394071 kept=4694507 rejected=165289 last=keep reason=rewritten
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+[llm clean] completed=2394700 submitted=2394771 kept=4695161 rejected=165335 last=keep reason=rewritten
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+[llm clean] completed=2394900 submitted=2394971 kept=4695353 rejected=165343 last=keep reason=rewritten
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+[llm clean] completed=2395100 submitted=2395171 kept=4695538 rejected=165358 last=keep reason=rewritten
+[llm clean] completed=2395200 submitted=2395271 kept=4695637 rejected=165359 last=reject reason=The text is a satirical/fictional piece (e.g., 'fMRI really stands for flashy, Magically Rendered Images', 'insular cort
+[llm clean] completed=2395300 submitted=2395371 kept=4695729 rejected=165367 last=keep reason=rewritten
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+[llm clean] completed=2396700 submitted=2396771 kept=4697092 rejected=165404 last=keep reason=rewritten
+[llm clean] completed=2396800 submitted=2396871 kept=4697191 rejected=165405 last=keep reason=rewritten
+[llm clean] completed=2396900 submitted=2396971 kept=4697282 rejected=165414 last=keep reason=rewritten
+[llm clean] completed=2397000 submitted=2397071 kept=4697378 rejected=165418 last=keep reason=rewritten
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+[llm clean] completed=2397300 submitted=2397371 kept=4697666 rejected=165430 last=keep reason=rewritten
+[llm clean] completed=2397400 submitted=2397471 kept=4697765 rejected=165431 last=keep reason=rewritten
+[llm clean] completed=2397500 submitted=2397571 kept=4697864 rejected=165432 last=keep reason=rewritten
+[llm clean] completed=2397600 submitted=2397671 kept=4697961 rejected=165435 last=keep reason=rewritten
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+[llm clean] completed=2397900 submitted=2397971 kept=4698254 rejected=165442 last=reject reason=The text is a transcript of a fictional SCP Foundation audio log containing graphic violence, torture, and nonsensical d
+[llm clean] completed=2398000 submitted=2398071 kept=4698351 rejected=165445 last=keep reason=rewritten
+[llm clean] completed=2398100 submitted=2398171 kept=4698451 rejected=165445 last=keep reason=rewritten
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+[llm clean] completed=2398700 submitted=2398771 kept=4699015 rejected=165481 last=keep reason=rewritten
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+[llm clean] completed=2399200 submitted=2399271 kept=4699464 rejected=165532 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2399300 submitted=2399371 kept=4699563 rejected=165533 last=keep reason=rewritten
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+[llm clean] completed=2399700 submitted=2399771 kept=4699948 rejected=165548 last=keep reason=rewritten
+[llm clean] completed=2399800 submitted=2399871 kept=4700047 rejected=165549 last=keep reason=rewritten
+[llm clean] completed=2399900 submitted=2399971 kept=4700144 rejected=165552 last=keep reason=rewritten
+[llm clean] completed=2400000 submitted=2400071 kept=4700241 rejected=165555 last=keep reason=rewritten
+[llm clean] completed=2400100 submitted=2400171 kept=4700339 rejected=165557 last=keep reason=rewritten
+[llm clean] completed=2400200 submitted=2400271 kept=4700428 rejected=165568 last=keep reason=rewritten
+[llm clean] completed=2400300 submitted=2400371 kept=4700522 rejected=165574 last=keep reason=rewritten
+[llm clean] completed=2400400 submitted=2400471 kept=4700620 rejected=165576 last=keep reason=rewritten
+[llm clean] completed=2400500 submitted=2400571 kept=4700717 rejected=165579 last=keep reason=rewritten
+[llm clean] completed=2400600 submitted=2400671 kept=4700815 rejected=165581 last=keep reason=rewritten
+[llm clean] completed=2400700 submitted=2400771 kept=4700915 rejected=165581 last=keep reason=rewritten
+[llm clean] completed=2400800 submitted=2400871 kept=4701011 rejected=165585 last=keep reason=rewritten
+[llm clean] completed=2400900 submitted=2400971 kept=4701107 rejected=165589 last=keep reason=rewritten
+[llm clean] completed=2401000 submitted=2401071 kept=4701204 rejected=165592 last=keep reason=rewritten
+[llm clean] completed=2401100 submitted=2401171 kept=4701303 rejected=165593 last=keep reason=rewritten
+[llm clean] completed=2401200 submitted=2401271 kept=4701399 rejected=165597 last=keep reason=rewritten
+[llm clean] completed=2401300 submitted=2401371 kept=4701499 rejected=165597 last=keep reason=rewritten
+[llm clean] completed=2401400 submitted=2401471 kept=4701591 rejected=165605 last=keep reason=rewritten
+[llm clean] completed=2401500 submitted=2401571 kept=4701689 rejected=165607 last=keep reason=rewritten
+[llm clean] completed=2401600 submitted=2401671 kept=4701787 rejected=165609 last=keep reason=rewritten
+[llm clean] completed=2401700 submitted=2401771 kept=4701884 rejected=165612 last=keep reason=rewritten
+[llm clean] completed=2401800 submitted=2401871 kept=4701976 rejected=165620 last=keep reason=rewritten
+[llm clean] completed=2401900 submitted=2401971 kept=4702072 rejected=165624 last=keep reason=rewritten
+[llm clean] completed=2402000 submitted=2402071 kept=4702169 rejected=165627 last=keep reason=rewritten
+[llm clean] completed=2402100 submitted=2402171 kept=4702267 rejected=165629 last=keep reason=rewritten
+[llm clean] completed=2402200 submitted=2402271 kept=4702367 rejected=165629 last=keep reason=rewritten
+[llm clean] completed=2402300 submitted=2402371 kept=4702463 rejected=165633 last=keep reason=rewritten
+[llm clean] completed=2402400 submitted=2402471 kept=4702561 rejected=165635 last=keep reason=rewritten
+[llm clean] completed=2402500 submitted=2402571 kept=4702658 rejected=165638 last=keep reason=rewritten
+[llm clean] completed=2402600 submitted=2402671 kept=4702753 rejected=165643 last=reject reason=The text consists almost entirely of repetitive image captions, metadata, and boilerplate labels (e.g., 'Image X of 34',
+[llm clean] completed=2402700 submitted=2402771 kept=4702839 rejected=165657 last=keep reason=rewritten
+[llm clean] completed=2402800 submitted=2402871 kept=4702938 rejected=165658 last=keep reason=rewritten
+[llm clean] completed=2402900 submitted=2402971 kept=4703036 rejected=165660 last=keep reason=rewritten
+[llm clean] completed=2403000 submitted=2403071 kept=4703135 rejected=165661 last=keep reason=rewritten
+[llm clean] completed=2403100 submitted=2403171 kept=4703235 rejected=165661 last=keep reason=rewritten
+[llm clean] completed=2403200 submitted=2403271 kept=4703333 rejected=165663 last=keep reason=rewritten
+[llm clean] completed=2403300 submitted=2403371 kept=4703422 rejected=165674 last=keep reason=rewritten
+[llm clean] completed=2403400 submitted=2403471 kept=4703519 rejected=165677 last=keep reason=rewritten
+[llm clean] completed=2403500 submitted=2403571 kept=4703618 rejected=165678 last=keep reason=rewritten
+[llm clean] completed=2403600 submitted=2403671 kept=4703709 rejected=165687 last=keep reason=rewritten
+[llm clean] completed=2403700 submitted=2403771 kept=4703807 rejected=165689 last=keep reason=rewritten
+[llm clean] completed=2403800 submitted=2403871 kept=4703904 rejected=165692 last=keep reason=rewritten
+[llm clean] completed=2403900 submitted=2403971 kept=4704002 rejected=165694 last=keep reason=rewritten
+[llm clean] completed=2404000 submitted=2404071 kept=4704099 rejected=165697 last=keep reason=rewritten
+[llm clean] completed=2404100 submitted=2404171 kept=4704196 rejected=165700 last=keep reason=rewritten
+[llm clean] completed=2404200 submitted=2404271 kept=4704282 rejected=165714 last=reject reason=The text is primarily raw PHP code snippets, variable assignments, and function definitions rather than coherent article
+[llm clean] completed=2404300 submitted=2404371 kept=4704362 rejected=165734 last=keep reason=rewritten
+[llm clean] completed=2404400 submitted=2404471 kept=4704459 rejected=165737 last=keep reason=rewritten
+[llm clean] completed=2404500 submitted=2404571 kept=4704554 rejected=165742 last=keep reason=rewritten
+[llm clean] completed=2404600 submitted=2404671 kept=4704654 rejected=165742 last=keep reason=rewritten
+[llm clean] completed=2404700 submitted=2404771 kept=4704748 rejected=165748 last=keep reason=rewritten
+[llm clean] completed=2404800 submitted=2404871 kept=4704846 rejected=165750 last=keep reason=rewritten
+[llm clean] completed=2404900 submitted=2404971 kept=4704944 rejected=165752 last=keep reason=rewritten
+[llm clean] completed=2405000 submitted=2405071 kept=4705041 rejected=165755 last=keep reason=rewritten
+[llm clean] completed=2405100 submitted=2405171 kept=4705139 rejected=165757 last=keep reason=rewritten
+[llm clean] completed=2405200 submitted=2405271 kept=4705235 rejected=165761 last=keep reason=rewritten
+[llm clean] completed=2405300 submitted=2405371 kept=4705328 rejected=165768 last=keep reason=rewritten
+[llm clean] completed=2405400 submitted=2405471 kept=4705427 rejected=165769 last=keep reason=rewritten
+[llm clean] completed=2405500 submitted=2405571 kept=4705525 rejected=165771 last=keep reason=rewritten
+[llm clean] completed=2405600 submitted=2405671 kept=4705625 rejected=165771 last=keep reason=rewritten
+[llm clean] completed=2405700 submitted=2405771 kept=4705723 rejected=165773 last=keep reason=rewritten
+[llm clean] completed=2405800 submitted=2405871 kept=4705821 rejected=165775 last=keep reason=rewritten
+[llm clean] completed=2405900 submitted=2405971 kept=4705920 rejected=165776 last=keep reason=rewritten
+[llm clean] completed=2406000 submitted=2406071 kept=4706016 rejected=165780 last=keep reason=rewritten
+[llm clean] completed=2406100 submitted=2406171 kept=4706114 rejected=165782 last=keep reason=rewritten
+[llm clean] completed=2406200 submitted=2406271 kept=4706210 rejected=165786 last=keep reason=rewritten
+[llm clean] completed=2406300 submitted=2406371 kept=4706310 rejected=165786 last=keep reason=rewritten
+[llm clean] completed=2406400 submitted=2406471 kept=4706404 rejected=165792 last=keep reason=rewritten
+[llm clean] completed=2406500 submitted=2406571 kept=4706499 rejected=165797 last=keep reason=rewritten
+[llm clean] completed=2406600 submitted=2406671 kept=4706599 rejected=165797 last=keep reason=rewritten
+[llm clean] completed=2406700 submitted=2406771 kept=4706699 rejected=165797 last=keep reason=rewritten
+[llm clean] completed=2406800 submitted=2406871 kept=4706796 rejected=165800 last=keep reason=rewritten
+[llm clean] completed=2406900 submitted=2406971 kept=4706895 rejected=165801 last=keep reason=rewritten
+[llm clean] completed=2407000 submitted=2407071 kept=4706992 rejected=165804 last=keep reason=rewritten
+[llm clean] completed=2407100 submitted=2407171 kept=4707088 rejected=165808 last=keep reason=rewritten
+[llm clean] completed=2407200 submitted=2407271 kept=4707184 rejected=165812 last=keep reason=rewritten
+[llm clean] completed=2407300 submitted=2407371 kept=4707282 rejected=165814 last=keep reason=rewritten
+[llm clean] completed=2407400 submitted=2407471 kept=4707376 rejected=165820 last=keep reason=rewritten
+[llm clean] completed=2407500 submitted=2407571 kept=4707473 rejected=165823 last=keep reason=rewritten
+[llm clean] completed=2407600 submitted=2407671 kept=4707560 rejected=165836 last=keep reason=rewritten
+[llm clean] completed=2407700 submitted=2407771 kept=4707658 rejected=165838 last=keep reason=rewritten
+[llm clean] completed=2407800 submitted=2407871 kept=4707757 rejected=165839 last=keep reason=rewritten
+[llm clean] completed=2407900 submitted=2407971 kept=4707854 rejected=165842 last=keep reason=rewritten
+[llm clean] completed=2408000 submitted=2408071 kept=4707953 rejected=165843 last=keep reason=rewritten
+[llm clean] completed=2408100 submitted=2408171 kept=4708052 rejected=165844 last=keep reason=rewritten
+[llm clean] completed=2408200 submitted=2408271 kept=4708152 rejected=165844 last=keep reason=rewritten
+[llm clean] completed=2408300 submitted=2408371 kept=4708251 rejected=165845 last=keep reason=rewritten
+[llm clean] completed=2408400 submitted=2408471 kept=4708341 rejected=165855 last=keep reason=rewritten
+[llm clean] completed=2408500 submitted=2408571 kept=4708435 rejected=165861 last=keep reason=rewritten
+[llm clean] completed=2408600 submitted=2408671 kept=4708532 rejected=165864 last=keep reason=rewritten
+[llm clean] completed=2408700 submitted=2408771 kept=4708632 rejected=165864 last=keep reason=rewritten
+[llm clean] completed=2408800 submitted=2408871 kept=4708726 rejected=165870 last=keep reason=rewritten
+[llm clean] completed=2408900 submitted=2408971 kept=4708824 rejected=165872 last=keep reason=rewritten
+[llm clean] completed=2409000 submitted=2409071 kept=4708922 rejected=165874 last=keep reason=rewritten
+[llm clean] completed=2409100 submitted=2409171 kept=4709020 rejected=165876 last=keep reason=rewritten
+[llm clean] completed=2409200 submitted=2409271 kept=4709115 rejected=165881 last=keep reason=rewritten
+[llm clean] completed=2409300 submitted=2409371 kept=4709214 rejected=165882 last=keep reason=rewritten
+[llm clean] completed=2409400 submitted=2409471 kept=4709310 rejected=165886 last=keep reason=rewritten
+[llm clean] completed=2409500 submitted=2409571 kept=4709405 rejected=165891 last=keep reason=rewritten
+[llm clean] completed=2409600 submitted=2409671 kept=4709504 rejected=165892 last=keep reason=rewritten
+[llm clean] completed=2409700 submitted=2409771 kept=4709603 rejected=165893 last=keep reason=rewritten
+[llm clean] completed=2409800 submitted=2409871 kept=4709702 rejected=165894 last=keep reason=rewritten
+[llm clean] completed=2409900 submitted=2409971 kept=4709798 rejected=165898 last=reject reason=The text is a raw changelog or patch notes list consisting of fragmented sentences and technical updates. It lacks the n
+[llm clean] completed=2410000 submitted=2410071 kept=4709894 rejected=165902 last=keep reason=rewritten
+[llm clean] completed=2410100 submitted=2410171 kept=4709986 rejected=165910 last=keep reason=rewritten
+[llm clean] completed=2410200 submitted=2410271 kept=4710084 rejected=165912 last=keep reason=rewritten
+[llm clean] completed=2410300 submitted=2410370 kept=4710181 rejected=165915 last=keep reason=rewritten
+[llm clean] completed=2410400 submitted=2410471 kept=4710281 rejected=165915 last=keep reason=rewritten
+[llm clean] completed=2410500 submitted=2410571 kept=4710378 rejected=165918 last=reject reason=The text consists of a figure caption, a list of academic references, and a footnote source. It lacks coherent article-s
+[llm clean] completed=2410600 submitted=2410671 kept=4710476 rejected=165920 last=keep reason=rewritten
+[llm clean] completed=2410700 submitted=2410771 kept=4710575 rejected=165921 last=keep reason=rewritten
+[llm clean] completed=2410800 submitted=2410871 kept=4710673 rejected=165923 last=keep reason=rewritten
+[llm clean] completed=2410900 submitted=2410971 kept=4710765 rejected=165931 last=keep reason=rewritten
+[llm clean] completed=2411000 submitted=2411071 kept=4710850 rejected=165946 last=keep reason=rewritten
+[llm clean] completed=2411100 submitted=2411171 kept=4710943 rejected=165953 last=keep reason=rewritten
+[llm clean] completed=2411200 submitted=2411271 kept=4711041 rejected=165955 last=keep reason=rewritten
+[llm clean] completed=2411300 submitted=2411371 kept=4711133 rejected=165963 last=keep reason=rewritten
+[llm clean] completed=2411400 submitted=2411471 kept=4711227 rejected=165969 last=reject reason=The text is primarily a roster of names organized by state, with a single attribution sentence. It lacks coherent articl
+[llm clean] completed=2411500 submitted=2411571 kept=4711318 rejected=165978 last=keep reason=rewritten
+[llm clean] completed=2411600 submitted=2411671 kept=4711417 rejected=165979 last=keep reason=rewritten
+[llm clean] completed=2411700 submitted=2411771 kept=4711514 rejected=165982 last=keep reason=rewritten
+[llm clean] completed=2411800 submitted=2411871 kept=4711613 rejected=165983 last=keep reason=rewritten
+[llm clean] completed=2411900 submitted=2411971 kept=4711712 rejected=165984 last=keep reason=rewritten
+[llm clean] completed=2412000 submitted=2412071 kept=4711810 rejected=165986 last=keep reason=rewritten
+[llm clean] completed=2412100 submitted=2412171 kept=4711910 rejected=165986 last=keep reason=rewritten
+[llm clean] completed=2412200 submitted=2412271 kept=4712009 rejected=165987 last=keep reason=rewritten
+[llm clean] completed=2412300 submitted=2412371 kept=4712107 rejected=165989 last=keep reason=rewritten
+[llm clean] completed=2412400 submitted=2412471 kept=4712206 rejected=165990 last=keep reason=rewritten
+[llm clean] completed=2412500 submitted=2412571 kept=4712305 rejected=165991 last=keep reason=rewritten
+[llm clean] completed=2412600 submitted=2412671 kept=4712401 rejected=165995 last=keep reason=rewritten
+[llm clean] completed=2412700 submitted=2412771 kept=4712488 rejected=166008 last=keep reason=rewritten
+[llm clean] completed=2412800 submitted=2412871 kept=4712588 rejected=166008 last=keep reason=rewritten
+[llm clean] completed=2412900 submitted=2412971 kept=4712682 rejected=166014 last=keep reason=rewritten
+[llm clean] completed=2413000 submitted=2413071 kept=4712780 rejected=166016 last=keep reason=rewritten
+[llm clean] completed=2413100 submitted=2413171 kept=4712879 rejected=166017 last=keep reason=rewritten
+[llm clean] completed=2413200 submitted=2413271 kept=4712977 rejected=166019 last=keep reason=rewritten
+[llm clean] completed=2413300 submitted=2413371 kept=4713075 rejected=166021 last=keep reason=rewritten
+[llm clean] completed=2413400 submitted=2413471 kept=4713170 rejected=166026 last=keep reason=rewritten
+[llm clean] completed=2413500 submitted=2413571 kept=4713268 rejected=166028 last=keep reason=rewritten
+[llm clean] completed=2413600 submitted=2413671 kept=4713368 rejected=166028 last=keep reason=rewritten
+[llm clean] completed=2413700 submitted=2413771 kept=4713460 rejected=166036 last=keep reason=rewritten
+[llm clean] completed=2413800 submitted=2413871 kept=4713556 rejected=166040 last=keep reason=rewritten
+[llm clean] completed=2413900 submitted=2413971 kept=4713654 rejected=166042 last=keep reason=rewritten
+[llm clean] completed=2414000 submitted=2414071 kept=4713752 rejected=166044 last=keep reason=rewritten
+[llm clean] completed=2414100 submitted=2414171 kept=4713850 rejected=166046 last=keep reason=rewritten
+[llm clean] completed=2414200 submitted=2414271 kept=4713950 rejected=166046 last=keep reason=rewritten
+[llm clean] completed=2414300 submitted=2414371 kept=4714045 rejected=166051 last=keep reason=rewritten
+[llm clean] completed=2414400 submitted=2414471 kept=4714144 rejected=166052 last=keep reason=rewritten
+[llm clean] completed=2414500 submitted=2414571 kept=4714243 rejected=166053 last=keep reason=rewritten
+[llm clean] completed=2414600 submitted=2414671 kept=4714341 rejected=166055 last=keep reason=rewritten
+[llm clean] completed=2414700 submitted=2414771 kept=4714440 rejected=166056 last=keep reason=rewritten
+[llm clean] completed=2414800 submitted=2414871 kept=4714535 rejected=166061 last=keep reason=rewritten
+[llm clean] completed=2414900 submitted=2414971 kept=4714631 rejected=166065 last=keep reason=rewritten
+[llm clean] completed=2415000 submitted=2415071 kept=4714728 rejected=166068 last=keep reason=rewritten
+[llm clean] completed=2415100 submitted=2415171 kept=4714826 rejected=166070 last=keep reason=rewritten
+[llm clean] completed=2415200 submitted=2415271 kept=4714926 rejected=166070 last=keep reason=rewritten
+[llm clean] completed=2415300 submitted=2415371 kept=4715025 rejected=166071 last=keep reason=rewritten
+[llm clean] completed=2415400 submitted=2415471 kept=4715124 rejected=166072 last=keep reason=rewritten
+[llm clean] completed=2415500 submitted=2415571 kept=4715222 rejected=166074 last=keep reason=rewritten
+[llm clean] completed=2415600 submitted=2415671 kept=4715319 rejected=166077 last=reject reason=The input is primarily Java source code with a brief, unrelated description. It does not contain coherent article-style 
+[llm clean] completed=2415700 submitted=2415771 kept=4715419 rejected=166077 last=keep reason=rewritten
+[llm clean] completed=2415800 submitted=2415871 kept=4715509 rejected=166087 last=keep reason=rewritten
+[llm clean] completed=2415900 submitted=2415971 kept=4715601 rejected=166095 last=keep reason=rewritten
+[llm clean] completed=2416000 submitted=2416071 kept=4715693 rejected=166103 last=keep reason=rewritten
+[llm clean] completed=2416100 submitted=2416171 kept=4715789 rejected=166107 last=keep reason=rewritten
+[llm clean] completed=2416200 submitted=2416271 kept=4715877 rejected=166119 last=keep reason=rewritten
+[llm clean] completed=2416300 submitted=2416371 kept=4715974 rejected=166122 last=keep reason=rewritten
+[llm clean] completed=2416400 submitted=2416471 kept=4716071 rejected=166125 last=keep reason=rewritten
+[llm clean] completed=2416500 submitted=2416571 kept=4716168 rejected=166128 last=keep reason=rewritten
+[llm clean] completed=2416600 submitted=2416671 kept=4716262 rejected=166134 last=reject reason=The text is a disjointed list of video game character quotes and dialogue lines without any coherent narrative, context,
+[llm clean] completed=2416700 submitted=2416771 kept=4716359 rejected=166137 last=keep reason=rewritten
+[llm clean] completed=2416800 submitted=2416871 kept=4716458 rejected=166138 last=keep reason=rewritten
+[llm clean] completed=2416900 submitted=2416971 kept=4716558 rejected=166138 last=keep reason=rewritten
+[llm clean] completed=2417000 submitted=2417071 kept=4716657 rejected=166139 last=keep reason=rewritten
+[llm clean] completed=2417100 submitted=2417171 kept=4716753 rejected=166143 last=keep reason=rewritten
+[llm clean] completed=2417200 submitted=2417271 kept=4716853 rejected=166143 last=keep reason=rewritten
+[llm clean] completed=2417300 submitted=2417371 kept=4716950 rejected=166146 last=keep reason=rewritten
+[llm clean] completed=2417400 submitted=2417471 kept=4717047 rejected=166149 last=keep reason=rewritten
+[llm clean] completed=2417500 submitted=2417571 kept=4717140 rejected=166156 last=keep reason=rewritten
+[llm clean] completed=2417600 submitted=2417671 kept=4717237 rejected=166159 last=keep reason=rewritten
+[llm clean] completed=2417700 submitted=2417771 kept=4717333 rejected=166163 last=keep reason=rewritten
+[llm clean] completed=2417800 submitted=2417871 kept=4717433 rejected=166163 last=keep reason=rewritten
+[llm clean] completed=2417900 submitted=2417971 kept=4717531 rejected=166165 last=keep reason=rewritten
+[llm clean] completed=2418000 submitted=2418071 kept=4717631 rejected=166165 last=keep reason=rewritten
+[llm clean] completed=2418100 submitted=2418171 kept=4717731 rejected=166165 last=keep reason=rewritten
+[llm clean] completed=2418200 submitted=2418271 kept=4717830 rejected=166166 last=keep reason=rewritten
+[llm clean] completed=2418300 submitted=2418371 kept=4717930 rejected=166166 last=keep reason=rewritten
+[llm clean] completed=2418400 submitted=2418471 kept=4718027 rejected=166169 last=keep reason=rewritten
+[llm clean] completed=2418500 submitted=2418571 kept=4718120 rejected=166176 last=keep reason=rewritten
+[llm clean] completed=2418600 submitted=2418671 kept=4718218 rejected=166178 last=keep reason=rewritten
+[llm clean] completed=2418700 submitted=2418771 kept=4718315 rejected=166181 last=keep reason=rewritten
+[llm clean] completed=2418800 submitted=2418871 kept=4718412 rejected=166184 last=keep reason=rewritten
+[llm clean] completed=2418900 submitted=2418971 kept=4718510 rejected=166186 last=keep reason=rewritten
+[llm clean] completed=2419000 submitted=2419071 kept=4718609 rejected=166187 last=keep reason=rewritten
+[llm clean] completed=2419100 submitted=2419171 kept=4718703 rejected=166193 last=keep reason=rewritten
+[llm clean] completed=2419200 submitted=2419271 kept=4718801 rejected=166195 last=keep reason=rewritten
+[llm clean] completed=2419300 submitted=2419371 kept=4718899 rejected=166197 last=keep reason=rewritten
+[llm clean] completed=2419400 submitted=2419471 kept=4718997 rejected=166199 last=keep reason=rewritten
+[llm clean] completed=2419500 submitted=2419571 kept=4719097 rejected=166199 last=keep reason=rewritten
+[llm clean] completed=2419600 submitted=2419671 kept=4719192 rejected=166204 last=keep reason=rewritten
+[llm clean] completed=2419700 submitted=2419771 kept=4719285 rejected=166211 last=keep reason=rewritten
+[llm clean] completed=2419800 submitted=2419871 kept=4719385 rejected=166211 last=keep reason=rewritten
+[llm clean] completed=2419900 submitted=2419971 kept=4719485 rejected=166211 last=keep reason=rewritten
+[llm clean] completed=2420000 submitted=2420071 kept=4719575 rejected=166221 last=keep reason=rewritten
+[llm clean] completed=2420100 submitted=2420171 kept=4719668 rejected=166228 last=keep reason=rewritten
+[llm clean] completed=2420200 submitted=2420271 kept=4719765 rejected=166231 last=keep reason=rewritten
+[llm clean] completed=2420300 submitted=2420371 kept=4719859 rejected=166237 last=keep reason=rewritten
+[llm clean] completed=2420400 submitted=2420471 kept=4719957 rejected=166239 last=keep reason=rewritten
+[llm clean] completed=2420500 submitted=2420571 kept=4720055 rejected=166241 last=keep reason=rewritten
+[llm clean] completed=2420600 submitted=2420671 kept=4720151 rejected=166245 last=keep reason=rewritten
+[llm clean] completed=2420700 submitted=2420771 kept=4720246 rejected=166250 last=keep reason=rewritten
+[llm clean] completed=2420800 submitted=2420871 kept=4720344 rejected=166252 last=keep reason=rewritten
+[llm clean] completed=2420900 submitted=2420971 kept=4720441 rejected=166255 last=keep reason=rewritten
+[llm clean] completed=2421000 submitted=2421071 kept=4720540 rejected=166256 last=keep reason=rewritten
+[llm clean] completed=2421100 submitted=2421171 kept=4720638 rejected=166258 last=keep reason=rewritten
+[llm clean] completed=2421200 submitted=2421271 kept=4720738 rejected=166258 last=keep reason=rewritten
+[llm clean] completed=2421300 submitted=2421371 kept=4720838 rejected=166258 last=keep reason=rewritten
+[llm clean] completed=2421400 submitted=2421471 kept=4720932 rejected=166264 last=keep reason=rewritten
+[llm clean] completed=2421500 submitted=2421571 kept=4721032 rejected=166264 last=keep reason=rewritten
+[llm clean] completed=2421600 submitted=2421671 kept=4721121 rejected=166275 last=keep reason=rewritten
+[llm clean] completed=2421700 submitted=2421771 kept=4721219 rejected=166277 last=keep reason=rewritten
+[llm clean] completed=2421800 submitted=2421871 kept=4721318 rejected=166278 last=keep reason=rewritten
+[llm clean] completed=2421900 submitted=2421971 kept=4721418 rejected=166278 last=keep reason=rewritten
+[llm clean] completed=2422000 submitted=2422071 kept=4721511 rejected=166285 last=keep reason=rewritten
+[llm clean] completed=2422100 submitted=2422171 kept=4721608 rejected=166288 last=keep reason=rewritten
+[llm clean] completed=2422200 submitted=2422271 kept=4721706 rejected=166290 last=keep reason=rewritten
+[llm clean] completed=2422300 submitted=2422371 kept=4721803 rejected=166293 last=keep reason=rewritten
+[llm clean] completed=2422400 submitted=2422471 kept=4721902 rejected=166294 last=keep reason=rewritten
+[llm clean] completed=2422500 submitted=2422571 kept=4722000 rejected=166296 last=keep reason=rewritten
+[llm clean] completed=2422600 submitted=2422671 kept=4722099 rejected=166297 last=keep reason=rewritten
+[llm clean] completed=2422700 submitted=2422771 kept=4722198 rejected=166298 last=keep reason=rewritten
+[llm clean] completed=2422800 submitted=2422871 kept=4722297 rejected=166299 last=keep reason=rewritten
+[llm clean] completed=2422900 submitted=2422971 kept=4722395 rejected=166301 last=keep reason=rewritten
+[llm clean] completed=2423000 submitted=2423071 kept=4722494 rejected=166302 last=keep reason=rewritten
+[llm clean] completed=2423100 submitted=2423171 kept=4722591 rejected=166305 last=keep reason=rewritten
+[llm clean] completed=2423200 submitted=2423271 kept=4722687 rejected=166309 last=keep reason=rewritten
+[llm clean] completed=2423300 submitted=2423371 kept=4722786 rejected=166310 last=keep reason=rewritten
+[llm clean] completed=2423400 submitted=2423471 kept=4722876 rejected=166320 last=keep reason=rewritten
+[llm clean] completed=2423500 submitted=2423571 kept=4722974 rejected=166322 last=keep reason=rewritten
+[llm clean] completed=2423600 submitted=2423671 kept=4723071 rejected=166325 last=keep reason=rewritten
+[llm clean] completed=2423700 submitted=2423771 kept=4723166 rejected=166330 last=keep reason=rewritten
+[llm clean] completed=2423800 submitted=2423871 kept=4723260 rejected=166336 last=keep reason=rewritten
+[llm clean] completed=2423900 submitted=2423971 kept=4723359 rejected=166337 last=keep reason=rewritten
+[llm clean] completed=2424000 submitted=2424071 kept=4723456 rejected=166340 last=keep reason=rewritten
+[llm clean] completed=2424100 submitted=2424171 kept=4723553 rejected=166343 last=keep reason=rewritten
+[llm clean] completed=2424200 submitted=2424271 kept=4723647 rejected=166349 last=keep reason=rewritten
+[llm clean] completed=2424300 submitted=2424371 kept=4723743 rejected=166353 last=keep reason=rewritten
+[llm clean] completed=2424400 submitted=2424471 kept=4723837 rejected=166359 last=keep reason=rewritten
+[llm clean] completed=2424500 submitted=2424571 kept=4723937 rejected=166359 last=keep reason=rewritten
+[llm clean] completed=2424600 submitted=2424671 kept=4724035 rejected=166361 last=keep reason=rewritten
+[llm clean] completed=2424700 submitted=2424771 kept=4724132 rejected=166364 last=keep reason=rewritten
+[llm clean] completed=2424800 submitted=2424871 kept=4724230 rejected=166366 last=keep reason=rewritten
+[llm clean] completed=2424900 submitted=2424971 kept=4724328 rejected=166368 last=keep reason=rewritten
+[llm clean] completed=2425000 submitted=2425071 kept=4724424 rejected=166372 last=keep reason=rewritten
+[llm clean] completed=2425100 submitted=2425171 kept=4724520 rejected=166376 last=keep reason=rewritten
+[llm clean] completed=2425200 submitted=2425271 kept=4724618 rejected=166378 last=keep reason=rewritten
+[llm clean] completed=2425300 submitted=2425371 kept=4724718 rejected=166378 last=keep reason=rewritten
+[llm clean] completed=2425400 submitted=2425471 kept=4724814 rejected=166382 last=keep reason=rewritten
+[llm clean] completed=2425500 submitted=2425571 kept=4724910 rejected=166386 last=keep reason=rewritten
+[llm clean] completed=2425600 submitted=2425671 kept=4725008 rejected=166388 last=keep reason=rewritten
+[llm clean] completed=2425700 submitted=2425771 kept=4725106 rejected=166390 last=keep reason=rewritten
+[llm clean] completed=2425800 submitted=2425871 kept=4725202 rejected=166394 last=keep reason=rewritten
+[llm clean] completed=2425900 submitted=2425971 kept=4725291 rejected=166405 last=keep reason=rewritten
+[llm clean] completed=2426000 submitted=2426071 kept=4725387 rejected=166409 last=keep reason=rewritten
+[llm clean] completed=2426100 submitted=2426171 kept=4725487 rejected=166409 last=keep reason=rewritten
+[llm clean] completed=2426200 submitted=2426271 kept=4725586 rejected=166410 last=keep reason=rewritten
+[llm clean] completed=2426300 submitted=2426371 kept=4725682 rejected=166414 last=keep reason=rewritten
+[llm clean] completed=2426400 submitted=2426471 kept=4725778 rejected=166418 last=keep reason=rewritten
+[llm clean] completed=2426500 submitted=2426571 kept=4725878 rejected=166418 last=keep reason=rewritten
+[llm clean] completed=2426600 submitted=2426671 kept=4725975 rejected=166421 last=keep reason=rewritten
+[llm clean] completed=2426700 submitted=2426771 kept=4726074 rejected=166422 last=keep reason=rewritten
+[llm clean] completed=2426800 submitted=2426871 kept=4726174 rejected=166422 last=keep reason=rewritten
+[llm clean] completed=2426900 submitted=2426971 kept=4726271 rejected=166425 last=keep reason=rewritten
+[llm clean] completed=2427000 submitted=2427071 kept=4726370 rejected=166426 last=keep reason=rewritten
+[llm clean] completed=2427100 submitted=2427171 kept=4726467 rejected=166429 last=keep reason=rewritten
+[llm clean] completed=2427200 submitted=2427271 kept=4726565 rejected=166431 last=keep reason=rewritten
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+[llm clean] completed=2456300 submitted=2456371 kept=4754699 rejected=167397 last=reject reason=The text is a disjointed collection of unrelated fragments, including a quote, a book list, image captions, a donation p
+[llm clean] completed=2456400 submitted=2456471 kept=4754792 rejected=167404 last=keep reason=rewritten
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+[llm clean] completed=2458800 submitted=2458871 kept=4757112 rejected=167484 last=keep reason=rewritten
+[llm clean] completed=2458900 submitted=2458971 kept=4757208 rejected=167488 last=reject reason=The text is a standard legal boilerplate (Terms and Conditions) consisting of definitions, license restrictions, and acc
+[llm clean] completed=2459000 submitted=2459071 kept=4757299 rejected=167497 last=keep reason=rewritten
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+[llm clean] completed=2462500 submitted=2462571 kept=4760669 rejected=167627 last=keep reason=rewritten
+[llm clean] completed=2462600 submitted=2462670 kept=4760767 rejected=167629 last=reject reason=The text consists entirely of photo captions, credits, and metadata without any coherent article-style prose or meaningf
+[llm clean] completed=2462700 submitted=2462771 kept=4760866 rejected=167630 last=keep reason=rewritten
+[llm clean] completed=2462800 submitted=2462871 kept=4760965 rejected=167631 last=keep reason=rewritten
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+[llm clean] completed=2463600 submitted=2463671 kept=4761747 rejected=167649 last=keep reason=rewritten
+[llm clean] completed=2463700 submitted=2463771 kept=4761847 rejected=167649 last=keep reason=rewritten
+[llm clean] completed=2463800 submitted=2463871 kept=4761933 rejected=167663 last=reject reason=The text consists of raw legislative metadata, boilerplate, and code-like array structures rather than coherent prose. I
+[llm clean] completed=2463900 submitted=2463971 kept=4762007 rejected=167689 last=keep reason=rewritten
+[llm clean] completed=2464000 submitted=2464071 kept=4762105 rejected=167691 last=keep reason=rewritten
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+[llm clean] completed=2468600 submitted=2468671 kept=4766497 rejected=167899 last=keep reason=rewritten
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+[llm clean] completed=2471800 submitted=2471871 kept=4769599 rejected=167997 last=reject reason=The text is a list of song titles and mashup credits without any surrounding context, narrative, or meaningful prose con
+[llm clean] completed=2471900 submitted=2471971 kept=4769698 rejected=167998 last=keep reason=rewritten
+[llm clean] completed=2472000 submitted=2472071 kept=4769796 rejected=168000 last=keep reason=rewritten
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+[llm clean] completed=2472300 submitted=2472371 kept=4770087 rejected=168009 last=keep reason=rewritten
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+[llm clean] completed=2473200 submitted=2473271 kept=4770944 rejected=168052 last=keep reason=rewritten
+[llm clean] completed=2473300 submitted=2473371 kept=4771035 rejected=168061 last=reject reason=The text is a collection of Wikipedia talk page comments, metadata, and formatting artifacts rather than coherent articl
+[llm clean] completed=2473400 submitted=2473471 kept=4771130 rejected=168066 last=keep reason=rewritten
+[llm clean] completed=2473500 submitted=2473571 kept=4771229 rejected=168067 last=keep reason=rewritten
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+[llm clean] completed=2482100 submitted=2482171 kept=4779583 rejected=168313 last=keep reason=rewritten
+[llm clean] completed=2482200 submitted=2482271 kept=4779680 rejected=168316 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2482300 submitted=2482371 kept=4779776 rejected=168320 last=keep reason=rewritten
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+[llm clean] completed=2482600 submitted=2482671 kept=4780068 rejected=168328 last=keep reason=rewritten
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+[llm clean] completed=2482800 submitted=2482871 kept=4780262 rejected=168334 last=keep reason=rewritten
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+[llm clean] completed=2483000 submitted=2483071 kept=4780453 rejected=168343 last=keep reason=rewritten
+[llm clean] completed=2483100 submitted=2483171 kept=4780552 rejected=168344 last=keep reason=rewritten
+[llm clean] completed=2483200 submitted=2483271 kept=4780651 rejected=168345 last=keep reason=rewritten
+[llm clean] completed=2483300 submitted=2483371 kept=4780749 rejected=168347 last=reject reason=The text is a list of bibliographic citations, book review metadata, and navigation artifacts (e.g., 'Download PDF') fro
+[llm clean] completed=2483400 submitted=2483471 kept=4780847 rejected=168349 last=keep reason=rewritten
+[llm clean] completed=2483500 submitted=2483571 kept=4780937 rejected=168359 last=keep reason=rewritten
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+[llm clean] completed=2483800 submitted=2483871 kept=4781224 rejected=168372 last=reject reason=The input is raw JSON data containing quiz metadata and questions, not coherent prose.
+[llm clean] completed=2483900 submitted=2483971 kept=4781298 rejected=168398 last=keep reason=rewritten
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+[llm clean] completed=2487300 submitted=2487371 kept=4784588 rejected=168508 last=reject reason=The text is a list of academic references and citations, not coherent article-style prose.
+[llm clean] completed=2487400 submitted=2487471 kept=4784685 rejected=168511 last=reject reason=The text is primarily a list of crowdfunding tiers, product descriptions, and metadata with minimal coherent narrative p
+[llm clean] completed=2487500 submitted=2487571 kept=4784781 rejected=168515 last=keep reason=rewritten
+[llm clean] completed=2487600 submitted=2487671 kept=4784879 rejected=168517 last=reject reason=The text is a raw box score and penalty log from a hockey game, consisting of fragmented statistics, names, and numbers 
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+[llm clean] completed=2492300 submitted=2492371 kept=4789401 rejected=168695 last=keep reason=rewritten
+[llm clean] completed=2492400 submitted=2492471 kept=4789500 rejected=168696 last=keep reason=rewritten
+[llm clean] completed=2492500 submitted=2492571 kept=4789589 rejected=168707 last=keep reason=rewritten
+[llm clean] completed=2492600 submitted=2492671 kept=4789687 rejected=168709 last=keep reason=rewritten
+[llm clean] completed=2492700 submitted=2492771 kept=4789784 rejected=168712 last=keep reason=rewritten
+[llm clean] completed=2492800 submitted=2492871 kept=4789883 rejected=168713 last=keep reason=rewritten
+[llm clean] completed=2492900 submitted=2492971 kept=4789981 rejected=168715 last=keep reason=rewritten
+[llm clean] completed=2493000 submitted=2493071 kept=4790079 rejected=168717 last=keep reason=rewritten
+[llm clean] completed=2493100 submitted=2493171 kept=4790174 rejected=168722 last=keep reason=rewritten
+[llm clean] completed=2493200 submitted=2493271 kept=4790259 rejected=168737 last=keep reason=rewritten
+[llm clean] completed=2493300 submitted=2493371 kept=4790357 rejected=168739 last=keep reason=rewritten
+[llm clean] completed=2493400 submitted=2493471 kept=4790450 rejected=168746 last=keep reason=rewritten
+[llm clean] completed=2493500 submitted=2493571 kept=4790548 rejected=168748 last=keep reason=rewritten
+[llm clean] completed=2493600 submitted=2493670 kept=4790647 rejected=168749 last=reject reason=The text is a disjointed collection of unrelated event descriptions, navigation artifacts, and boilerplate from a websit
+[llm clean] completed=2493700 submitted=2493771 kept=4790744 rejected=168752 last=keep reason=rewritten
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+[llm clean] completed=2495700 submitted=2495771 kept=4792695 rejected=168801 last=keep reason=rewritten
+[llm clean] completed=2495800 submitted=2495871 kept=4792791 rejected=168805 last=keep reason=rewritten
+[llm clean] completed=2495900 submitted=2495971 kept=4792884 rejected=168812 last=keep reason=rewritten
+[llm clean] completed=2496000 submitted=2496071 kept=4792981 rejected=168815 last=keep reason=rewritten
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+[llm clean] completed=2497200 submitted=2497271 kept=4794140 rejected=168856 last=keep reason=rewritten
+[llm clean] completed=2497300 submitted=2497371 kept=4794237 rejected=168859 last=keep reason=rewritten
+[llm clean] completed=2497400 submitted=2497471 kept=4794337 rejected=168859 last=keep reason=rewritten
+[llm clean] completed=2497500 submitted=2497571 kept=4794436 rejected=168860 last=keep reason=rewritten
+[llm clean] completed=2497600 submitted=2497671 kept=4794529 rejected=168867 last=keep reason=rewritten
+[llm clean] completed=2497700 submitted=2497771 kept=4794624 rejected=168872 last=keep reason=rewritten
+[llm clean] completed=2497800 submitted=2497871 kept=4794724 rejected=168872 last=keep reason=rewritten
+[llm clean] completed=2497900 submitted=2497971 kept=4794823 rejected=168873 last=keep reason=rewritten
+[llm clean] completed=2498000 submitted=2498071 kept=4794923 rejected=168873 last=keep reason=rewritten
+[llm clean] completed=2498100 submitted=2498171 kept=4795021 rejected=168875 last=keep reason=rewritten
+[llm clean] completed=2498200 submitted=2498271 kept=4795117 rejected=168879 last=keep reason=rewritten
+[llm clean] completed=2498300 submitted=2498371 kept=4795215 rejected=168881 last=keep reason=rewritten
+[llm clean] completed=2498400 submitted=2498471 kept=4795308 rejected=168888 last=keep reason=rewritten
+[llm clean] completed=2498500 submitted=2498571 kept=4795402 rejected=168894 last=keep reason=rewritten
+[llm clean] completed=2498600 submitted=2498671 kept=4795500 rejected=168896 last=keep reason=rewritten
+[llm clean] completed=2498700 submitted=2498771 kept=4795600 rejected=168896 last=keep reason=rewritten
+[llm clean] completed=2498800 submitted=2498871 kept=4795695 rejected=168901 last=keep reason=rewritten
+[llm clean] completed=2498900 submitted=2498971 kept=4795786 rejected=168910 last=keep reason=rewritten
+[llm clean] completed=2499000 submitted=2499071 kept=4795880 rejected=168916 last=keep reason=rewritten
+[llm clean] completed=2499100 submitted=2499171 kept=4795978 rejected=168918 last=keep reason=rewritten
+[llm clean] completed=2499200 submitted=2499271 kept=4796075 rejected=168921 last=keep reason=rewritten
+[llm clean] completed=2499300 submitted=2499371 kept=4796174 rejected=168922 last=keep reason=rewritten
+[llm clean] completed=2499400 submitted=2499471 kept=4796272 rejected=168924 last=keep reason=rewritten
+[llm clean] completed=2499500 submitted=2499571 kept=4796370 rejected=168926 last=keep reason=rewritten
+[llm clean] completed=2499600 submitted=2499671 kept=4796470 rejected=168926 last=keep reason=rewritten
+[llm clean] completed=2499700 submitted=2499771 kept=4796567 rejected=168929 last=keep reason=rewritten
+[llm clean] completed=2499800 submitted=2499871 kept=4796660 rejected=168936 last=keep reason=rewritten
+[llm clean] completed=2499900 submitted=2499971 kept=4796759 rejected=168937 last=keep reason=rewritten
+[llm clean] completed=2500000 submitted=2500071 kept=4796857 rejected=168939 last=keep reason=rewritten
+[llm clean] completed=2500100 submitted=2500171 kept=4796957 rejected=168939 last=keep reason=rewritten
+[llm clean] completed=2500200 submitted=2500271 kept=4797057 rejected=168939 last=keep reason=rewritten
+[llm clean] completed=2500300 submitted=2500371 kept=4797156 rejected=168940 last=keep reason=rewritten
+[llm clean] completed=2500400 submitted=2500471 kept=4797254 rejected=168942 last=keep reason=rewritten
+[llm clean] completed=2500500 submitted=2500571 kept=4797351 rejected=168945 last=keep reason=rewritten
+[llm clean] completed=2500600 submitted=2500671 kept=4797450 rejected=168946 last=keep reason=rewritten
+[llm clean] completed=2500700 submitted=2500771 kept=4797547 rejected=168949 last=keep reason=rewritten
+[llm clean] completed=2500800 submitted=2500871 kept=4797645 rejected=168951 last=keep reason=rewritten
+[llm clean] completed=2500900 submitted=2500971 kept=4797744 rejected=168952 last=keep reason=rewritten
+[llm clean] completed=2501000 submitted=2501071 kept=4797842 rejected=168954 last=keep reason=rewritten
+[llm clean] completed=2501100 submitted=2501171 kept=4797940 rejected=168956 last=keep reason=rewritten
+[llm clean] completed=2501200 submitted=2501271 kept=4798039 rejected=168957 last=keep reason=rewritten
+[llm clean] completed=2501300 submitted=2501371 kept=4798134 rejected=168962 last=keep reason=rewritten
+[llm clean] completed=2501400 submitted=2501471 kept=4798232 rejected=168964 last=keep reason=rewritten
+[llm clean] completed=2501500 submitted=2501571 kept=4798329 rejected=168967 last=keep reason=rewritten
+[llm clean] completed=2501600 submitted=2501671 kept=4798428 rejected=168968 last=keep reason=rewritten
+[llm clean] completed=2501700 submitted=2501771 kept=4798526 rejected=168970 last=keep reason=rewritten
+[llm clean] completed=2501800 submitted=2501871 kept=4798625 rejected=168971 last=keep reason=rewritten
+[llm clean] completed=2501900 submitted=2501971 kept=4798697 rejected=168999 last=keep reason=rewritten
+[llm clean] completed=2502000 submitted=2502071 kept=4798793 rejected=169003 last=keep reason=rewritten
+[llm clean] completed=2502100 submitted=2502171 kept=4798891 rejected=169005 last=keep reason=rewritten
+[llm clean] completed=2502200 submitted=2502271 kept=4798988 rejected=169008 last=keep reason=rewritten
+[llm clean] completed=2502300 submitted=2502371 kept=4799084 rejected=169012 last=keep reason=rewritten
+[llm clean] completed=2502400 submitted=2502471 kept=4799179 rejected=169017 last=keep reason=rewritten
+[llm clean] completed=2502500 submitted=2502571 kept=4799275 rejected=169021 last=keep reason=rewritten
+[llm clean] completed=2502600 submitted=2502671 kept=4799374 rejected=169022 last=keep reason=rewritten
+[llm clean] completed=2502700 submitted=2502771 kept=4799469 rejected=169027 last=keep reason=rewritten
+[llm clean] completed=2502800 submitted=2502871 kept=4799564 rejected=169032 last=keep reason=rewritten
+[llm clean] completed=2502900 submitted=2502971 kept=4799662 rejected=169034 last=keep reason=rewritten
+[llm clean] completed=2503000 submitted=2503071 kept=4799759 rejected=169037 last=keep reason=rewritten
+[llm clean] completed=2503100 submitted=2503171 kept=4799858 rejected=169038 last=keep reason=rewritten
+[llm clean] completed=2503200 submitted=2503271 kept=4799947 rejected=169049 last=keep reason=rewritten
+[llm clean] completed=2503300 submitted=2503371 kept=4800047 rejected=169049 last=keep reason=rewritten
+[llm clean] completed=2503400 submitted=2503471 kept=4800144 rejected=169052 last=keep reason=rewritten
+[llm clean] completed=2503500 submitted=2503571 kept=4800242 rejected=169054 last=keep reason=rewritten
+[llm clean] completed=2503600 submitted=2503671 kept=4800342 rejected=169054 last=keep reason=rewritten
+[llm clean] completed=2503700 submitted=2503771 kept=4800436 rejected=169060 last=keep reason=rewritten
+[llm clean] completed=2503800 submitted=2503871 kept=4800534 rejected=169062 last=keep reason=rewritten
+[llm clean] completed=2503900 submitted=2503971 kept=4800625 rejected=169071 last=keep reason=rewritten
+[llm clean] completed=2504000 submitted=2504071 kept=4800704 rejected=169092 last=keep reason=rewritten
+[llm clean] completed=2504100 submitted=2504171 kept=4800798 rejected=169098 last=keep reason=rewritten
+[llm clean] completed=2504200 submitted=2504271 kept=4800896 rejected=169100 last=keep reason=rewritten
+[llm clean] completed=2504300 submitted=2504371 kept=4800990 rejected=169106 last=keep reason=rewritten
+[llm clean] completed=2504400 submitted=2504471 kept=4801086 rejected=169110 last=keep reason=rewritten
+[llm clean] completed=2504500 submitted=2504571 kept=4801182 rejected=169114 last=keep reason=rewritten
+[llm clean] completed=2504600 submitted=2504671 kept=4801282 rejected=169114 last=keep reason=rewritten
+[llm clean] completed=2504700 submitted=2504771 kept=4801381 rejected=169115 last=keep reason=rewritten
+[llm clean] completed=2504800 submitted=2504871 kept=4801478 rejected=169118 last=keep reason=rewritten
+[llm clean] completed=2504900 submitted=2504971 kept=4801575 rejected=169121 last=keep reason=rewritten
+[llm clean] completed=2505000 submitted=2505071 kept=4801674 rejected=169122 last=keep reason=rewritten
+[llm clean] completed=2505100 submitted=2505171 kept=4801765 rejected=169131 last=keep reason=rewritten
+[llm clean] completed=2505200 submitted=2505271 kept=4801864 rejected=169132 last=reject reason=The text is a list of sensationalized news headlines and brief, contextless summaries with a clear editorial bias and ag
+[llm clean] completed=2505300 submitted=2505371 kept=4801962 rejected=169134 last=keep reason=rewritten
+[llm clean] completed=2505400 submitted=2505471 kept=4802061 rejected=169135 last=keep reason=rewritten
+[llm clean] completed=2505500 submitted=2505571 kept=4802157 rejected=169139 last=keep reason=rewritten
+[llm clean] completed=2505600 submitted=2505671 kept=4802253 rejected=169143 last=keep reason=rewritten
+[llm clean] completed=2505700 submitted=2505771 kept=4802351 rejected=169145 last=keep reason=rewritten
+[llm clean] completed=2505800 submitted=2505871 kept=4802449 rejected=169147 last=keep reason=rewritten
+[llm clean] completed=2505900 submitted=2505971 kept=4802549 rejected=169147 last=keep reason=rewritten
+[llm clean] completed=2506000 submitted=2506071 kept=4802646 rejected=169150 last=keep reason=rewritten
+[llm clean] completed=2506100 submitted=2506171 kept=4802744 rejected=169152 last=keep reason=rewritten
+[llm clean] completed=2506200 submitted=2506271 kept=4802842 rejected=169154 last=keep reason=rewritten
+[llm clean] completed=2506300 submitted=2506371 kept=4802937 rejected=169159 last=keep reason=rewritten
+[llm clean] completed=2506400 submitted=2506471 kept=4803034 rejected=169162 last=keep reason=rewritten
+[llm clean] completed=2506500 submitted=2506571 kept=4803129 rejected=169167 last=keep reason=rewritten
+[llm clean] completed=2506600 submitted=2506671 kept=4803228 rejected=169168 last=keep reason=rewritten
+[llm clean] completed=2506700 submitted=2506771 kept=4803326 rejected=169170 last=keep reason=rewritten
+[llm clean] completed=2506800 submitted=2506871 kept=4803424 rejected=169172 last=keep reason=rewritten
+[llm clean] completed=2506900 submitted=2506971 kept=4803521 rejected=169175 last=keep reason=rewritten
+[llm clean] completed=2507000 submitted=2507071 kept=4803617 rejected=169179 last=keep reason=rewritten
+[llm clean] completed=2507100 submitted=2507171 kept=4803712 rejected=169184 last=keep reason=rewritten
+[llm clean] completed=2507200 submitted=2507271 kept=4803808 rejected=169188 last=keep reason=rewritten
+[llm clean] completed=2507300 submitted=2507371 kept=4803904 rejected=169192 last=keep reason=rewritten
+[llm clean] completed=2507400 submitted=2507471 kept=4804002 rejected=169194 last=keep reason=rewritten
+[llm clean] completed=2507500 submitted=2507571 kept=4804102 rejected=169194 last=keep reason=rewritten
+[llm clean] completed=2507600 submitted=2507671 kept=4804193 rejected=169203 last=keep reason=rewritten
+[llm clean] completed=2507700 submitted=2507771 kept=4804292 rejected=169204 last=keep reason=rewritten
+[llm clean] completed=2507800 submitted=2507871 kept=4804374 rejected=169222 last=keep reason=rewritten
+[llm clean] completed=2507900 submitted=2507971 kept=4804470 rejected=169226 last=keep reason=rewritten
+[llm clean] completed=2508000 submitted=2508071 kept=4804569 rejected=169227 last=keep reason=rewritten
+[llm clean] completed=2508100 submitted=2508171 kept=4804668 rejected=169228 last=keep reason=rewritten
+[llm clean] completed=2508200 submitted=2508271 kept=4804765 rejected=169231 last=keep reason=rewritten
+[llm clean] completed=2508300 submitted=2508371 kept=4804862 rejected=169234 last=keep reason=rewritten
+[llm clean] completed=2508400 submitted=2508471 kept=4804961 rejected=169235 last=keep reason=rewritten
+[llm clean] completed=2508500 submitted=2508571 kept=4805051 rejected=169245 last=keep reason=rewritten
+[llm clean] completed=2508600 submitted=2508671 kept=4805147 rejected=169249 last=keep reason=rewritten
+[llm clean] completed=2508700 submitted=2508771 kept=4805242 rejected=169254 last=keep reason=rewritten
+[llm clean] completed=2508800 submitted=2508871 kept=4805341 rejected=169255 last=keep reason=rewritten
+[llm clean] completed=2508900 submitted=2508971 kept=4805440 rejected=169256 last=keep reason=rewritten
+[llm clean] completed=2509000 submitted=2509071 kept=4805535 rejected=169261 last=keep reason=rewritten
+[llm clean] completed=2509100 submitted=2509171 kept=4805631 rejected=169265 last=keep reason=rewritten
+[llm clean] completed=2509200 submitted=2509271 kept=4805729 rejected=169267 last=keep reason=rewritten
+[llm clean] completed=2509300 submitted=2509371 kept=4805802 rejected=169294 last=keep reason=rewritten
+[llm clean] completed=2509400 submitted=2509471 kept=4805893 rejected=169303 last=keep reason=rewritten
+[llm clean] completed=2509500 submitted=2509571 kept=4805989 rejected=169307 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2509600 submitted=2509671 kept=4806085 rejected=169311 last=keep reason=rewritten
+[llm clean] completed=2509700 submitted=2509771 kept=4806185 rejected=169311 last=keep reason=rewritten
+[llm clean] completed=2509800 submitted=2509871 kept=4806281 rejected=169315 last=keep reason=rewritten
+[llm clean] completed=2509900 submitted=2509971 kept=4806378 rejected=169318 last=keep reason=rewritten
+[llm clean] completed=2510000 submitted=2510071 kept=4806477 rejected=169319 last=keep reason=rewritten
+[llm clean] completed=2510100 submitted=2510171 kept=4806561 rejected=169335 last=reject reason=The text is a disjointed collection of photo captions from a news roundup (likely a BBC or similar photo gallery) follow
+[llm clean] completed=2510200 submitted=2510271 kept=4806656 rejected=169340 last=keep reason=rewritten
+[llm clean] completed=2510300 submitted=2510371 kept=4806752 rejected=169344 last=keep reason=rewritten
+[llm clean] completed=2510400 submitted=2510471 kept=4806851 rejected=169345 last=keep reason=rewritten
+[llm clean] completed=2510500 submitted=2510571 kept=4806949 rejected=169347 last=keep reason=rewritten
+[llm clean] completed=2510600 submitted=2510671 kept=4807048 rejected=169348 last=keep reason=rewritten
+[llm clean] completed=2510700 submitted=2510771 kept=4807148 rejected=169348 last=keep reason=rewritten
+[llm clean] completed=2510800 submitted=2510871 kept=4807247 rejected=169349 last=keep reason=rewritten
+[llm clean] completed=2510900 submitted=2510971 kept=4807345 rejected=169351 last=keep reason=rewritten
+[llm clean] completed=2511000 submitted=2511071 kept=4807441 rejected=169355 last=keep reason=rewritten
+[llm clean] completed=2511100 submitted=2511171 kept=4807535 rejected=169361 last=keep reason=rewritten
+[llm clean] completed=2511200 submitted=2511271 kept=4807635 rejected=169361 last=keep reason=rewritten
+[llm clean] completed=2511300 submitted=2511371 kept=4807730 rejected=169366 last=keep reason=rewritten
+[llm clean] completed=2511400 submitted=2511471 kept=4807828 rejected=169368 last=keep reason=rewritten
+[llm clean] completed=2511500 submitted=2511571 kept=4807928 rejected=169368 last=keep reason=rewritten
+[llm clean] completed=2511600 submitted=2511671 kept=4808025 rejected=169371 last=keep reason=rewritten
+[llm clean] completed=2511700 submitted=2511771 kept=4808119 rejected=169377 last=keep reason=rewritten
+[llm clean] completed=2511800 submitted=2511871 kept=4808219 rejected=169377 last=keep reason=rewritten
+[llm clean] completed=2511900 submitted=2511971 kept=4808314 rejected=169382 last=keep reason=rewritten
+[llm clean] completed=2512000 submitted=2512071 kept=4808413 rejected=169383 last=keep reason=rewritten
+[llm clean] completed=2512100 submitted=2512171 kept=4808512 rejected=169384 last=keep reason=rewritten
+[llm clean] completed=2512200 submitted=2512271 kept=4808610 rejected=169386 last=keep reason=rewritten
+[llm clean] completed=2512300 submitted=2512371 kept=4808705 rejected=169391 last=keep reason=rewritten
+[llm clean] completed=2512400 submitted=2512471 kept=4808802 rejected=169394 last=keep reason=rewritten
+[llm clean] completed=2512500 submitted=2512571 kept=4808900 rejected=169396 last=keep reason=rewritten
+[llm clean] completed=2512600 submitted=2512671 kept=4808994 rejected=169402 last=keep reason=rewritten
+[llm clean] completed=2512700 submitted=2512771 kept=4809092 rejected=169404 last=keep reason=rewritten
+[llm clean] completed=2512800 submitted=2512871 kept=4809192 rejected=169404 last=keep reason=rewritten
+[llm clean] completed=2512900 submitted=2512971 kept=4809290 rejected=169406 last=keep reason=rewritten
+[llm clean] completed=2513000 submitted=2513071 kept=4809389 rejected=169407 last=keep reason=rewritten
+[llm clean] completed=2513100 submitted=2513171 kept=4809457 rejected=169439 last=keep reason=rewritten
+[llm clean] completed=2513200 submitted=2513271 kept=4809555 rejected=169441 last=keep reason=rewritten
+[llm clean] completed=2513300 submitted=2513371 kept=4809654 rejected=169442 last=keep reason=rewritten
+[llm clean] completed=2513400 submitted=2513471 kept=4809747 rejected=169449 last=keep reason=rewritten
+[llm clean] completed=2513500 submitted=2513571 kept=4809847 rejected=169449 last=keep reason=rewritten
+[llm clean] completed=2513600 submitted=2513671 kept=4809945 rejected=169451 last=keep reason=rewritten
+[llm clean] completed=2513700 submitted=2513771 kept=4810043 rejected=169453 last=keep reason=rewritten
+[llm clean] completed=2513800 submitted=2513871 kept=4810140 rejected=169456 last=keep reason=rewritten
+[llm clean] completed=2513900 submitted=2513971 kept=4810229 rejected=169467 last=keep reason=rewritten
+[llm clean] completed=2514000 submitted=2514071 kept=4810325 rejected=169471 last=keep reason=rewritten
+[llm clean] completed=2514100 submitted=2514171 kept=4810424 rejected=169472 last=keep reason=rewritten
+[llm clean] completed=2514200 submitted=2514271 kept=4810512 rejected=169484 last=keep reason=rewritten
+[llm clean] completed=2514300 submitted=2514371 kept=4810608 rejected=169488 last=keep reason=rewritten
+[llm clean] completed=2514400 submitted=2514471 kept=4810704 rejected=169492 last=keep reason=rewritten
+[llm clean] completed=2514500 submitted=2514571 kept=4810803 rejected=169493 last=keep reason=rewritten
+[llm clean] completed=2514600 submitted=2514671 kept=4810899 rejected=169497 last=keep reason=rewritten
+[llm clean] completed=2514700 submitted=2514771 kept=4810997 rejected=169499 last=keep reason=rewritten
+[llm clean] completed=2514800 submitted=2514871 kept=4811091 rejected=169505 last=keep reason=rewritten
+[llm clean] completed=2514900 submitted=2514971 kept=4811189 rejected=169507 last=keep reason=rewritten
+[llm clean] completed=2515000 submitted=2515071 kept=4811289 rejected=169507 last=keep reason=rewritten
+[llm clean] completed=2515100 submitted=2515171 kept=4811389 rejected=169507 last=keep reason=rewritten
+[llm clean] completed=2515200 submitted=2515271 kept=4811480 rejected=169516 last=keep reason=rewritten
+[llm clean] completed=2515300 submitted=2515371 kept=4811579 rejected=169517 last=keep reason=rewritten
+[llm clean] completed=2515400 submitted=2515471 kept=4811673 rejected=169523 last=keep reason=rewritten
+[llm clean] completed=2515500 submitted=2515571 kept=4811771 rejected=169525 last=keep reason=rewritten
+[llm clean] completed=2515600 submitted=2515671 kept=4811866 rejected=169530 last=keep reason=rewritten
+[llm clean] completed=2515700 submitted=2515771 kept=4811957 rejected=169539 last=keep reason=rewritten
+[llm clean] completed=2515800 submitted=2515871 kept=4812054 rejected=169542 last=keep reason=rewritten
+[llm clean] completed=2515900 submitted=2515971 kept=4812120 rejected=169576 last=keep reason=rewritten
+[llm clean] completed=2516000 submitted=2516071 kept=4812216 rejected=169580 last=keep reason=rewritten
+[llm clean] completed=2516100 submitted=2516171 kept=4812307 rejected=169589 last=keep reason=rewritten
+[llm clean] completed=2516200 submitted=2516271 kept=4812404 rejected=169592 last=keep reason=rewritten
+[llm clean] completed=2516300 submitted=2516371 kept=4812503 rejected=169593 last=keep reason=rewritten
+[llm clean] completed=2516400 submitted=2516471 kept=4812603 rejected=169593 last=keep reason=rewritten
+[llm clean] completed=2516500 submitted=2516571 kept=4812697 rejected=169599 last=keep reason=rewritten
+[llm clean] completed=2516600 submitted=2516671 kept=4812794 rejected=169602 last=keep reason=rewritten
+[llm clean] completed=2516700 submitted=2516771 kept=4812892 rejected=169604 last=keep reason=rewritten
+[llm clean] completed=2516800 submitted=2516871 kept=4812991 rejected=169605 last=keep reason=rewritten
+[llm clean] completed=2516900 submitted=2516971 kept=4813089 rejected=169607 last=keep reason=rewritten
+[llm clean] completed=2517000 submitted=2517071 kept=4813184 rejected=169612 last=keep reason=rewritten
+[llm clean] completed=2517100 submitted=2517171 kept=4813276 rejected=169620 last=keep reason=rewritten
+[llm clean] completed=2517200 submitted=2517271 kept=4813372 rejected=169624 last=keep reason=rewritten
+[llm clean] completed=2517300 submitted=2517371 kept=4813470 rejected=169626 last=keep reason=rewritten
+[llm clean] completed=2517400 submitted=2517471 kept=4813570 rejected=169626 last=keep reason=rewritten
+[llm clean] completed=2517500 submitted=2517571 kept=4813666 rejected=169630 last=keep reason=rewritten
+[llm clean] completed=2517600 submitted=2517671 kept=4813764 rejected=169632 last=keep reason=rewritten
+[llm clean] completed=2517700 submitted=2517771 kept=4813862 rejected=169634 last=keep reason=rewritten
+[llm clean] completed=2517800 submitted=2517871 kept=4813962 rejected=169634 last=keep reason=rewritten
+[llm clean] completed=2517900 submitted=2517970 kept=4814059 rejected=169637 last=keep reason=rewritten
+[llm clean] completed=2518000 submitted=2518071 kept=4814157 rejected=169639 last=keep reason=rewritten
+[llm clean] completed=2518100 submitted=2518171 kept=4814257 rejected=169639 last=keep reason=rewritten
+[llm clean] completed=2518200 submitted=2518271 kept=4814352 rejected=169644 last=keep reason=rewritten
+[llm clean] completed=2518300 submitted=2518371 kept=4814451 rejected=169645 last=keep reason=rewritten
+[llm clean] completed=2518400 submitted=2518471 kept=4814551 rejected=169645 last=keep reason=rewritten
+[llm clean] completed=2518500 submitted=2518571 kept=4814647 rejected=169649 last=keep reason=rewritten
+[llm clean] completed=2518600 submitted=2518671 kept=4814747 rejected=169649 last=keep reason=rewritten
+[llm clean] completed=2518700 submitted=2518771 kept=4814847 rejected=169649 last=keep reason=rewritten
+[llm clean] completed=2518800 submitted=2518871 kept=4814946 rejected=169650 last=keep reason=rewritten
+[llm clean] completed=2518900 submitted=2518971 kept=4815045 rejected=169651 last=keep reason=rewritten
+[llm clean] completed=2519000 submitted=2519071 kept=4815142 rejected=169654 last=keep reason=rewritten
+[llm clean] completed=2519100 submitted=2519171 kept=4815239 rejected=169657 last=keep reason=rewritten
+[llm clean] completed=2519200 submitted=2519271 kept=4815333 rejected=169663 last=keep reason=rewritten
+[llm clean] completed=2519300 submitted=2519371 kept=4815428 rejected=169668 last=keep reason=rewritten
+[llm clean] completed=2519400 submitted=2519471 kept=4815514 rejected=169682 last=keep reason=rewritten
+[llm clean] completed=2519500 submitted=2519571 kept=4815605 rejected=169691 last=keep reason=rewritten
+[llm clean] completed=2519600 submitted=2519671 kept=4815699 rejected=169697 last=keep reason=rewritten
+[llm clean] completed=2519700 submitted=2519771 kept=4815798 rejected=169698 last=keep reason=rewritten
+[llm clean] completed=2519800 submitted=2519871 kept=4815897 rejected=169699 last=keep reason=rewritten
+[llm clean] completed=2519900 submitted=2519971 kept=4815995 rejected=169701 last=keep reason=rewritten
+[llm clean] completed=2520000 submitted=2520071 kept=4816093 rejected=169703 last=keep reason=rewritten
+[llm clean] completed=2520100 submitted=2520171 kept=4816190 rejected=169706 last=keep reason=rewritten
+[llm clean] completed=2520200 submitted=2520271 kept=4816289 rejected=169707 last=keep reason=rewritten
+[llm clean] completed=2520300 submitted=2520371 kept=4816386 rejected=169710 last=keep reason=rewritten
+[llm clean] completed=2520400 submitted=2520471 kept=4816484 rejected=169712 last=keep reason=rewritten
+[llm clean] completed=2520500 submitted=2520571 kept=4816582 rejected=169714 last=keep reason=rewritten
+[llm clean] completed=2520600 submitted=2520671 kept=4816675 rejected=169721 last=keep reason=rewritten
+[llm clean] completed=2520700 submitted=2520770 kept=4816772 rejected=169724 last=keep reason=rewritten
+[llm clean] completed=2520800 submitted=2520871 kept=4816864 rejected=169732 last=keep reason=rewritten
+[llm clean] completed=2520900 submitted=2520971 kept=4816949 rejected=169747 last=keep reason=rewritten
+[llm clean] completed=2521000 submitted=2521071 kept=4817046 rejected=169750 last=keep reason=rewritten
+[llm clean] completed=2521100 submitted=2521171 kept=4817142 rejected=169754 last=keep reason=rewritten
+[llm clean] completed=2521200 submitted=2521271 kept=4817241 rejected=169755 last=keep reason=rewritten
+[llm clean] completed=2521300 submitted=2521371 kept=4817338 rejected=169758 last=keep reason=rewritten
+[llm clean] completed=2521400 submitted=2521471 kept=4817434 rejected=169762 last=keep reason=rewritten
+[llm clean] completed=2521500 submitted=2521571 kept=4817521 rejected=169775 last=keep reason=rewritten
+[llm clean] completed=2521600 submitted=2521671 kept=4817611 rejected=169785 last=keep reason=rewritten
+[llm clean] completed=2521700 submitted=2521771 kept=4817706 rejected=169790 last=keep reason=rewritten
+[llm clean] completed=2521800 submitted=2521871 kept=4817803 rejected=169793 last=keep reason=rewritten
+[llm clean] completed=2521900 submitted=2521971 kept=4817900 rejected=169796 last=keep reason=rewritten
+[llm clean] completed=2522000 submitted=2522071 kept=4817995 rejected=169801 last=keep reason=rewritten
+[llm clean] completed=2522100 submitted=2522171 kept=4818089 rejected=169807 last=keep reason=rewritten
+[llm clean] completed=2522200 submitted=2522271 kept=4818174 rejected=169822 last=keep reason=rewritten
+[llm clean] completed=2522300 submitted=2522371 kept=4818274 rejected=169822 last=keep reason=rewritten
+[llm clean] completed=2522400 submitted=2522471 kept=4818371 rejected=169825 last=keep reason=rewritten
+[llm clean] completed=2522500 submitted=2522571 kept=4818468 rejected=169828 last=keep reason=rewritten
+[llm clean] completed=2522600 submitted=2522671 kept=4818563 rejected=169833 last=keep reason=rewritten
+[llm clean] completed=2522700 submitted=2522771 kept=4818659 rejected=169837 last=keep reason=rewritten
+[llm clean] completed=2522800 submitted=2522871 kept=4818756 rejected=169840 last=keep reason=rewritten
+[llm clean] completed=2522900 submitted=2522971 kept=4818853 rejected=169843 last=keep reason=rewritten
+[llm clean] completed=2523000 submitted=2523071 kept=4818950 rejected=169846 last=keep reason=rewritten
+[llm clean] completed=2523100 submitted=2523171 kept=4819046 rejected=169850 last=keep reason=rewritten
+[llm clean] completed=2523200 submitted=2523271 kept=4819138 rejected=169858 last=keep reason=rewritten
+[llm clean] completed=2523300 submitted=2523371 kept=4819236 rejected=169860 last=keep reason=rewritten
+[llm clean] completed=2523400 submitted=2523471 kept=4819334 rejected=169862 last=keep reason=rewritten
+[llm clean] completed=2523500 submitted=2523571 kept=4819427 rejected=169869 last=keep reason=rewritten
+[llm clean] completed=2523600 submitted=2523671 kept=4819521 rejected=169875 last=keep reason=rewritten
+[llm clean] completed=2523700 submitted=2523771 kept=4819601 rejected=169895 last=keep reason=rewritten
+[llm clean] completed=2523800 submitted=2523871 kept=4819698 rejected=169898 last=keep reason=rewritten
+[llm clean] completed=2523900 submitted=2523971 kept=4819795 rejected=169901 last=keep reason=rewritten
+[llm clean] completed=2524000 submitted=2524071 kept=4819893 rejected=169903 last=keep reason=rewritten
+[llm clean] completed=2524100 submitted=2524171 kept=4819991 rejected=169905 last=keep reason=rewritten
+[llm clean] completed=2524200 submitted=2524271 kept=4820089 rejected=169907 last=keep reason=rewritten
+[llm clean] completed=2524300 submitted=2524371 kept=4820179 rejected=169917 last=reject reason=The text is a list of photo captions and metadata from a news gallery, lacking coherent narrative structure or meaningfu
+[llm clean] completed=2524400 submitted=2524471 kept=4820275 rejected=169921 last=keep reason=rewritten
+[llm clean] completed=2524500 submitted=2524571 kept=4820374 rejected=169922 last=keep reason=rewritten
+[llm clean] completed=2524600 submitted=2524671 kept=4820470 rejected=169926 last=keep reason=rewritten
+[llm clean] completed=2524700 submitted=2524771 kept=4820552 rejected=169944 last=keep reason=rewritten
+[llm clean] completed=2524800 submitted=2524871 kept=4820651 rejected=169945 last=keep reason=rewritten
+[llm clean] completed=2524900 submitted=2524971 kept=4820750 rejected=169946 last=keep reason=rewritten
+[llm clean] completed=2525000 submitted=2525071 kept=4820846 rejected=169950 last=keep reason=rewritten
+[llm clean] completed=2525100 submitted=2525171 kept=4820945 rejected=169951 last=keep reason=rewritten
+[llm clean] completed=2525200 submitted=2525271 kept=4821040 rejected=169956 last=keep reason=rewritten
+[llm clean] completed=2525300 submitted=2525371 kept=4821137 rejected=169959 last=keep reason=rewritten
+[llm clean] completed=2525400 submitted=2525471 kept=4821237 rejected=169959 last=keep reason=rewritten
+[llm clean] completed=2525500 submitted=2525571 kept=4821334 rejected=169962 last=keep reason=rewritten
+[llm clean] completed=2525600 submitted=2525671 kept=4821431 rejected=169965 last=keep reason=rewritten
+[llm clean] completed=2525700 submitted=2525771 kept=4821527 rejected=169969 last=keep reason=rewritten
+[llm clean] completed=2525800 submitted=2525871 kept=4821623 rejected=169973 last=keep reason=rewritten
+[llm clean] completed=2525900 submitted=2525971 kept=4821721 rejected=169975 last=keep reason=rewritten
+[llm clean] completed=2526000 submitted=2526071 kept=4821818 rejected=169978 last=keep reason=rewritten
+[llm clean] completed=2526100 submitted=2526171 kept=4821918 rejected=169978 last=keep reason=rewritten
+[llm clean] completed=2526200 submitted=2526271 kept=4822015 rejected=169981 last=keep reason=rewritten
+[llm clean] completed=2526300 submitted=2526371 kept=4822099 rejected=169997 last=keep reason=rewritten
+[llm clean] completed=2526400 submitted=2526471 kept=4822186 rejected=170010 last=keep reason=rewritten
+[llm clean] completed=2526500 submitted=2526571 kept=4822284 rejected=170012 last=keep reason=rewritten
+[llm clean] completed=2526600 submitted=2526671 kept=4822382 rejected=170014 last=keep reason=rewritten
+[llm clean] completed=2526700 submitted=2526771 kept=4822474 rejected=170022 last=keep reason=rewritten
+[llm clean] completed=2526800 submitted=2526871 kept=4822571 rejected=170025 last=keep reason=rewritten
+[llm clean] completed=2526900 submitted=2526971 kept=4822669 rejected=170027 last=keep reason=rewritten
+[llm clean] completed=2527000 submitted=2527071 kept=4822756 rejected=170040 last=reject reason=The text is a raw, unstructured chat log consisting of fragmented, out-of-context user messages, timestamps, and metadat
+[llm clean] completed=2527100 submitted=2527171 kept=4822847 rejected=170049 last=keep reason=rewritten
+[llm clean] completed=2527200 submitted=2527271 kept=4822944 rejected=170052 last=keep reason=rewritten
+[llm clean] completed=2527300 submitted=2527371 kept=4823041 rejected=170055 last=keep reason=rewritten
+[llm clean] completed=2527400 submitted=2527471 kept=4823137 rejected=170059 last=keep reason=rewritten
+[llm clean] completed=2527500 submitted=2527571 kept=4823231 rejected=170065 last=keep reason=rewritten
+[llm clean] completed=2527600 submitted=2527671 kept=4823331 rejected=170065 last=keep reason=rewritten
+[llm clean] completed=2527700 submitted=2527771 kept=4823429 rejected=170067 last=keep reason=rewritten
+[llm clean] completed=2527800 submitted=2527871 kept=4823519 rejected=170077 last=keep reason=rewritten
+[llm clean] completed=2527900 submitted=2527971 kept=4823613 rejected=170083 last=keep reason=rewritten
+[llm clean] completed=2528000 submitted=2528071 kept=4823705 rejected=170091 last=keep reason=rewritten
+[llm clean] completed=2528100 submitted=2528171 kept=4823804 rejected=170092 last=keep reason=rewritten
+[llm clean] completed=2528200 submitted=2528271 kept=4823902 rejected=170094 last=keep reason=rewritten
+[llm clean] completed=2528300 submitted=2528371 kept=4824001 rejected=170095 last=keep reason=rewritten
+[llm clean] completed=2528400 submitted=2528471 kept=4824099 rejected=170097 last=keep reason=rewritten
+[llm clean] completed=2528500 submitted=2528571 kept=4824185 rejected=170111 last=keep reason=rewritten
+[llm clean] completed=2528600 submitted=2528671 kept=4824284 rejected=170112 last=keep reason=rewritten
+[llm clean] completed=2528700 submitted=2528771 kept=4824383 rejected=170113 last=keep reason=rewritten
+[llm clean] completed=2528800 submitted=2528871 kept=4824481 rejected=170115 last=keep reason=rewritten
+[llm clean] completed=2528900 submitted=2528971 kept=4824580 rejected=170116 last=keep reason=rewritten
+[llm clean] completed=2529000 submitted=2529071 kept=4824678 rejected=170118 last=keep reason=rewritten
+[llm clean] completed=2529100 submitted=2529171 kept=4824773 rejected=170123 last=keep reason=rewritten
+[llm clean] completed=2529200 submitted=2529271 kept=4824872 rejected=170124 last=keep reason=rewritten
+[llm clean] completed=2529300 submitted=2529371 kept=4824970 rejected=170126 last=keep reason=rewritten
+[llm clean] completed=2529400 submitted=2529471 kept=4825068 rejected=170128 last=keep reason=rewritten
+[llm clean] completed=2529500 submitted=2529571 kept=4825168 rejected=170128 last=keep reason=rewritten
+[llm clean] completed=2529600 submitted=2529671 kept=4825266 rejected=170130 last=keep reason=rewritten
+[llm clean] completed=2529700 submitted=2529771 kept=4825360 rejected=170136 last=keep reason=rewritten
+[llm clean] completed=2529800 submitted=2529871 kept=4825455 rejected=170141 last=keep reason=rewritten
+[llm clean] completed=2529900 submitted=2529971 kept=4825552 rejected=170144 last=keep reason=rewritten
+[llm clean] completed=2530000 submitted=2530071 kept=4825648 rejected=170148 last=keep reason=rewritten
+[llm clean] completed=2530100 submitted=2530171 kept=4825743 rejected=170153 last=keep reason=rewritten
+[llm clean] completed=2530200 submitted=2530271 kept=4825834 rejected=170162 last=keep reason=rewritten
+[llm clean] completed=2530300 submitted=2530371 kept=4825934 rejected=170162 last=keep reason=rewritten
+[llm clean] completed=2530400 submitted=2530471 kept=4826032 rejected=170164 last=keep reason=rewritten
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+[llm clean] completed=2530600 submitted=2530671 kept=4826227 rejected=170169 last=keep reason=rewritten
+[llm clean] completed=2530700 submitted=2530771 kept=4826319 rejected=170177 last=keep reason=rewritten
+[llm clean] completed=2530800 submitted=2530871 kept=4826419 rejected=170177 last=keep reason=rewritten
+[llm clean] completed=2530900 submitted=2530971 kept=4826519 rejected=170177 last=keep reason=rewritten
+[llm clean] completed=2531000 submitted=2531071 kept=4826619 rejected=170177 last=keep reason=rewritten
+[llm clean] completed=2531100 submitted=2531171 kept=4826718 rejected=170178 last=keep reason=rewritten
+[llm clean] completed=2531200 submitted=2531271 kept=4826815 rejected=170181 last=keep reason=rewritten
+[llm clean] completed=2531300 submitted=2531371 kept=4826915 rejected=170181 last=keep reason=rewritten
+[llm clean] completed=2531400 submitted=2531471 kept=4827013 rejected=170183 last=reject reason=The input is obfuscated JavaScript code, not coherent English prose or meaningful text that can be rewritten into an art
+[llm clean] completed=2531500 submitted=2531571 kept=4827109 rejected=170187 last=keep reason=rewritten
+[llm clean] completed=2531600 submitted=2531671 kept=4827208 rejected=170188 last=keep reason=rewritten
+[llm clean] completed=2531700 submitted=2531771 kept=4827305 rejected=170191 last=keep reason=rewritten
+[llm clean] completed=2531800 submitted=2531871 kept=4827404 rejected=170192 last=keep reason=rewritten
+[llm clean] completed=2531900 submitted=2531971 kept=4827502 rejected=170194 last=keep reason=rewritten
+[llm clean] completed=2532000 submitted=2532071 kept=4827598 rejected=170198 last=keep reason=rewritten
+[llm clean] completed=2532100 submitted=2532171 kept=4827697 rejected=170199 last=keep reason=rewritten
+[llm clean] completed=2532200 submitted=2532271 kept=4827793 rejected=170203 last=keep reason=rewritten
+[llm clean] completed=2532300 submitted=2532371 kept=4827886 rejected=170210 last=keep reason=rewritten
+[llm clean] completed=2532400 submitted=2532471 kept=4827983 rejected=170213 last=keep reason=rewritten
+[llm clean] completed=2532500 submitted=2532571 kept=4828082 rejected=170214 last=keep reason=rewritten
+[llm clean] completed=2532600 submitted=2532671 kept=4828181 rejected=170215 last=keep reason=rewritten
+[llm clean] completed=2532700 submitted=2532771 kept=4828275 rejected=170221 last=reject reason=The text is a fragmented list of pattern notes, materials, and instructions for a crochet project, lacking coherent arti
+[llm clean] completed=2532800 submitted=2532871 kept=4828370 rejected=170226 last=reject reason=The text is primarily a list of footnotes and citations with a single introductory paragraph. It lacks the coherent, art
+[llm clean] completed=2532900 submitted=2532971 kept=4828468 rejected=170228 last=keep reason=rewritten
+[llm clean] completed=2533000 submitted=2533071 kept=4828562 rejected=170234 last=keep reason=rewritten
+[llm clean] completed=2533100 submitted=2533171 kept=4828660 rejected=170236 last=keep reason=rewritten
+[llm clean] completed=2533200 submitted=2533271 kept=4828758 rejected=170238 last=keep reason=rewritten
+[llm clean] completed=2533300 submitted=2533371 kept=4828856 rejected=170240 last=keep reason=rewritten
+[llm clean] completed=2533400 submitted=2533471 kept=4828955 rejected=170241 last=keep reason=rewritten
+[llm clean] completed=2533500 submitted=2533571 kept=4829050 rejected=170246 last=keep reason=rewritten
+[llm clean] completed=2533600 submitted=2533671 kept=4829150 rejected=170246 last=keep reason=rewritten
+[llm clean] completed=2533700 submitted=2533771 kept=4829249 rejected=170247 last=keep reason=rewritten
+[llm clean] completed=2533800 submitted=2533871 kept=4829348 rejected=170248 last=keep reason=rewritten
+[llm clean] completed=2533900 submitted=2533971 kept=4829446 rejected=170250 last=keep reason=rewritten
+[llm clean] completed=2534000 submitted=2534071 kept=4829545 rejected=170251 last=keep reason=rewritten
+[llm clean] completed=2534100 submitted=2534171 kept=4829641 rejected=170255 last=keep reason=rewritten
+[llm clean] completed=2534200 submitted=2534271 kept=4829740 rejected=170256 last=keep reason=rewritten
+[llm clean] completed=2534300 submitted=2534371 kept=4829834 rejected=170262 last=keep reason=rewritten
+[llm clean] completed=2534400 submitted=2534471 kept=4829929 rejected=170267 last=keep reason=rewritten
+[llm clean] completed=2534500 submitted=2534571 kept=4830028 rejected=170268 last=keep reason=rewritten
+[llm clean] completed=2534600 submitted=2534671 kept=4830120 rejected=170276 last=keep reason=rewritten
+[llm clean] completed=2534700 submitted=2534771 kept=4830212 rejected=170284 last=keep reason=rewritten
+[llm clean] completed=2534800 submitted=2534871 kept=4830310 rejected=170286 last=keep reason=rewritten
+[llm clean] completed=2534900 submitted=2534971 kept=4830406 rejected=170290 last=keep reason=rewritten
+[llm clean] completed=2535000 submitted=2535071 kept=4830506 rejected=170290 last=keep reason=rewritten
+[llm clean] completed=2535100 submitted=2535171 kept=4830605 rejected=170291 last=keep reason=rewritten
+[llm clean] completed=2535200 submitted=2535271 kept=4830698 rejected=170298 last=keep reason=rewritten
+[llm clean] completed=2535300 submitted=2535371 kept=4830791 rejected=170305 last=keep reason=rewritten
+[llm clean] completed=2535400 submitted=2535471 kept=4830889 rejected=170307 last=keep reason=rewritten
+[llm clean] completed=2535500 submitted=2535571 kept=4830986 rejected=170310 last=keep reason=rewritten
+[llm clean] completed=2535600 submitted=2535671 kept=4831084 rejected=170312 last=keep reason=rewritten
+[llm clean] completed=2535700 submitted=2535771 kept=4831182 rejected=170314 last=keep reason=rewritten
+[llm clean] completed=2535800 submitted=2535871 kept=4831246 rejected=170350 last=keep reason=rewritten
+[llm clean] completed=2535900 submitted=2535971 kept=4831340 rejected=170356 last=keep reason=rewritten
+[llm clean] completed=2536000 submitted=2536071 kept=4831436 rejected=170360 last=keep reason=rewritten
+[llm clean] completed=2536100 submitted=2536171 kept=4831529 rejected=170367 last=keep reason=rewritten
+[llm clean] completed=2536200 submitted=2536271 kept=4831619 rejected=170377 last=reject reason=The text is a satirical or absurd piece of fiction (demolishing a 40-storey luxury condo to build a tiny bookstore, pred
+[llm clean] completed=2536300 submitted=2536371 kept=4831717 rejected=170379 last=keep reason=rewritten
+[llm clean] completed=2536400 submitted=2536471 kept=4831815 rejected=170381 last=keep reason=rewritten
+[llm clean] completed=2536500 submitted=2536571 kept=4831906 rejected=170390 last=keep reason=rewritten
+[llm clean] completed=2536600 submitted=2536671 kept=4832006 rejected=170390 last=keep reason=rewritten
+[llm clean] completed=2536700 submitted=2536771 kept=4832100 rejected=170396 last=keep reason=rewritten
+[llm clean] completed=2536800 submitted=2536871 kept=4832194 rejected=170402 last=keep reason=rewritten
+[llm clean] completed=2536900 submitted=2536971 kept=4832294 rejected=170402 last=keep reason=rewritten
+[llm clean] completed=2537000 submitted=2537071 kept=4832391 rejected=170405 last=keep reason=rewritten
+[llm clean] completed=2537100 submitted=2537171 kept=4832489 rejected=170407 last=keep reason=rewritten
+[llm clean] completed=2537200 submitted=2537271 kept=4832589 rejected=170407 last=keep reason=rewritten
+[llm clean] completed=2537300 submitted=2537371 kept=4832688 rejected=170408 last=keep reason=rewritten
+[llm clean] completed=2537400 submitted=2537471 kept=4832787 rejected=170409 last=keep reason=rewritten
+[llm clean] completed=2537500 submitted=2537571 kept=4832883 rejected=170413 last=keep reason=rewritten
+[llm clean] completed=2537600 submitted=2537671 kept=4832980 rejected=170416 last=keep reason=rewritten
+[llm clean] completed=2537700 submitted=2537771 kept=4833078 rejected=170418 last=keep reason=rewritten
+[llm clean] completed=2537800 submitted=2537871 kept=4833176 rejected=170420 last=keep reason=rewritten
+[llm clean] completed=2537900 submitted=2537971 kept=4833270 rejected=170426 last=keep reason=rewritten
+[llm clean] completed=2538000 submitted=2538071 kept=4833369 rejected=170427 last=keep reason=rewritten
+[llm clean] completed=2538100 submitted=2538171 kept=4833467 rejected=170429 last=reject reason=The text is a song lyric transcript with repetitive hooks and minimal narrative content, which does not constitute coher
+[llm clean] completed=2538200 submitted=2538271 kept=4833562 rejected=170434 last=keep reason=rewritten
+[llm clean] completed=2538300 submitted=2538371 kept=4833660 rejected=170436 last=keep reason=rewritten
+[llm clean] completed=2538400 submitted=2538471 kept=4833755 rejected=170441 last=keep reason=rewritten
+[llm clean] completed=2538500 submitted=2538571 kept=4833852 rejected=170444 last=keep reason=rewritten
+[llm clean] completed=2538600 submitted=2538671 kept=4833942 rejected=170454 last=keep reason=rewritten
+[llm clean] completed=2538700 submitted=2538771 kept=4834042 rejected=170454 last=keep reason=rewritten
+[llm clean] completed=2538800 submitted=2538871 kept=4834140 rejected=170456 last=keep reason=rewritten
+[llm clean] completed=2538900 submitted=2538971 kept=4834232 rejected=170464 last=keep reason=rewritten
+[llm clean] completed=2539000 submitted=2539071 kept=4834330 rejected=170466 last=keep reason=rewritten
+[llm clean] completed=2539100 submitted=2539171 kept=4834427 rejected=170469 last=keep reason=rewritten
+[llm clean] completed=2539200 submitted=2539271 kept=4834525 rejected=170471 last=keep reason=rewritten
+[llm clean] completed=2539300 submitted=2539371 kept=4834624 rejected=170472 last=keep reason=rewritten
+[llm clean] completed=2539400 submitted=2539471 kept=4834719 rejected=170477 last=keep reason=rewritten
+[llm clean] completed=2539500 submitted=2539571 kept=4834814 rejected=170482 last=keep reason=rewritten
+[llm clean] completed=2539600 submitted=2539671 kept=4834909 rejected=170487 last=keep reason=rewritten
+[llm clean] completed=2539700 submitted=2539771 kept=4835007 rejected=170489 last=keep reason=rewritten
+[llm clean] completed=2539800 submitted=2539871 kept=4835100 rejected=170496 last=keep reason=rewritten
+[llm clean] completed=2539900 submitted=2539971 kept=4835197 rejected=170499 last=keep reason=rewritten
+[llm clean] completed=2540000 submitted=2540071 kept=4835297 rejected=170499 last=keep reason=rewritten
+[llm clean] completed=2540100 submitted=2540171 kept=4835396 rejected=170500 last=keep reason=rewritten
+[llm clean] completed=2540200 submitted=2540271 kept=4835494 rejected=170502 last=keep reason=rewritten
+[llm clean] completed=2540300 submitted=2540371 kept=4835593 rejected=170503 last=keep reason=rewritten
+[llm clean] completed=2540400 submitted=2540471 kept=4835690 rejected=170506 last=keep reason=rewritten
+[llm clean] completed=2540500 submitted=2540571 kept=4835790 rejected=170506 last=keep reason=rewritten
+[llm clean] completed=2540600 submitted=2540671 kept=4835889 rejected=170507 last=keep reason=rewritten
+[llm clean] completed=2540700 submitted=2540771 kept=4835988 rejected=170508 last=keep reason=rewritten
+[llm clean] completed=2540800 submitted=2540871 kept=4836086 rejected=170510 last=keep reason=rewritten
+[llm clean] completed=2540900 submitted=2540971 kept=4836182 rejected=170514 last=keep reason=rewritten
+[llm clean] completed=2541000 submitted=2541071 kept=4836279 rejected=170517 last=keep reason=rewritten
+[llm clean] completed=2541100 submitted=2541171 kept=4836374 rejected=170522 last=keep reason=rewritten
+[llm clean] completed=2541200 submitted=2541271 kept=4836474 rejected=170522 last=keep reason=rewritten
+[llm clean] completed=2541300 submitted=2541371 kept=4836569 rejected=170527 last=keep reason=rewritten
+[llm clean] completed=2541400 submitted=2541471 kept=4836661 rejected=170535 last=keep reason=rewritten
+[llm clean] completed=2541500 submitted=2541571 kept=4836760 rejected=170536 last=keep reason=rewritten
+[llm clean] completed=2541600 submitted=2541671 kept=4836856 rejected=170540 last=keep reason=rewritten
+[llm clean] completed=2541700 submitted=2541771 kept=4836954 rejected=170542 last=keep reason=rewritten
+[llm clean] completed=2541800 submitted=2541871 kept=4837048 rejected=170548 last=keep reason=rewritten
+[llm clean] completed=2541900 submitted=2541971 kept=4837146 rejected=170550 last=keep reason=rewritten
+[llm clean] completed=2542000 submitted=2542071 kept=4837244 rejected=170552 last=keep reason=rewritten
+[llm clean] completed=2542100 submitted=2542171 kept=4837343 rejected=170553 last=keep reason=rewritten
+[llm clean] completed=2542200 submitted=2542271 kept=4837439 rejected=170557 last=keep reason=rewritten
+[llm clean] completed=2542300 submitted=2542371 kept=4837535 rejected=170561 last=keep reason=rewritten
+[llm clean] completed=2542400 submitted=2542471 kept=4837621 rejected=170575 last=keep reason=rewritten
+[llm clean] completed=2542500 submitted=2542571 kept=4837712 rejected=170584 last=keep reason=rewritten
+[llm clean] completed=2542600 submitted=2542671 kept=4837807 rejected=170589 last=keep reason=rewritten
+[llm clean] completed=2542700 submitted=2542771 kept=4837905 rejected=170591 last=reject reason=The text is a repetitive list of image captions and metadata from a photo gallery, lacking coherent article-style prose 
+[llm clean] completed=2542800 submitted=2542871 kept=4837992 rejected=170604 last=keep reason=rewritten
+[llm clean] completed=2542900 submitted=2542971 kept=4838087 rejected=170609 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2543000 submitted=2543071 kept=4838184 rejected=170612 last=keep reason=rewritten
+[llm clean] completed=2543100 submitted=2543171 kept=4838279 rejected=170617 last=keep reason=rewritten
+[llm clean] completed=2543200 submitted=2543271 kept=4838376 rejected=170620 last=keep reason=rewritten
+[llm clean] completed=2543300 submitted=2543371 kept=4838470 rejected=170626 last=keep reason=rewritten
+[llm clean] completed=2543400 submitted=2543471 kept=4838569 rejected=170627 last=keep reason=rewritten
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+[llm clean] completed=2585600 submitted=2585671 kept=4879402 rejected=171994 last=reject reason=The text is a list of brand names and product lines without any context, narrative, or meaningful content to convert int
+[llm clean] completed=2585700 submitted=2585771 kept=4879498 rejected=171998 last=keep reason=rewritten
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+[llm clean] completed=2586600 submitted=2586671 kept=4880369 rejected=172027 last=reject reason=The text is a collection of explicit adult content titles, clickbait phrases, and a single unrelated anecdote. It lacks 
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+[llm clean] completed=2587400 submitted=2587471 kept=4881139 rejected=172057 last=reject reason=The text is primarily a fragmented technical guide mixed with raw JSON ABI data, command-line instructions, and boilerpl
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+[llm clean] completed=2590700 submitted=2590771 kept=4884327 rejected=172169 last=keep reason=rewritten
+[llm clean] completed=2590800 submitted=2590871 kept=4884424 rejected=172172 last=keep reason=rewritten
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+[llm clean] completed=2591000 submitted=2591071 kept=4884621 rejected=172175 last=keep reason=rewritten
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+[llm clean] completed=2591500 submitted=2591571 kept=4885109 rejected=172187 last=keep reason=rewritten
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+[llm clean] completed=2592200 submitted=2592271 kept=4885791 rejected=172205 last=keep reason=rewritten
+[llm clean] completed=2592300 submitted=2592371 kept=4885877 rejected=172219 last=reject reason=<HTTPError 400: 'Bad Request'>
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+[llm clean] completed=2594000 submitted=2594071 kept=4887506 rejected=172290 last=keep reason=rewritten
+[llm clean] completed=2594100 submitted=2594171 kept=4887604 rejected=172292 last=keep reason=rewritten
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+[llm clean] completed=2594300 submitted=2594370 kept=4887799 rejected=172297 last=keep reason=rewritten
+[llm clean] completed=2594400 submitted=2594471 kept=4887897 rejected=172299 last=reject reason=The text is primarily Java code with surrounding boilerplate instructions. It lacks coherent article-style prose and is 
+[llm clean] completed=2594500 submitted=2594571 kept=4887996 rejected=172300 last=keep reason=rewritten
+[llm clean] completed=2594600 submitted=2594671 kept=4888090 rejected=172306 last=keep reason=rewritten
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+[llm clean] completed=2595000 submitted=2595071 kept=4888478 rejected=172318 last=keep reason=rewritten
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+[llm clean] completed=2597500 submitted=2597571 kept=4890937 rejected=172359 last=keep reason=rewritten
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+[llm clean] completed=2597800 submitted=2597871 kept=4891230 rejected=172366 last=keep reason=rewritten
+[llm clean] completed=2597900 submitted=2597971 kept=4891328 rejected=172368 last=keep reason=rewritten
+[llm clean] completed=2598000 submitted=2598071 kept=4891428 rejected=172368 last=keep reason=rewritten
+[llm clean] completed=2598100 submitted=2598171 kept=4891523 rejected=172373 last=keep reason=rewritten
+[llm clean] completed=2598200 submitted=2598271 kept=4891623 rejected=172373 last=keep reason=rewritten
+[llm clean] completed=2598300 submitted=2598371 kept=4891721 rejected=172375 last=keep reason=rewritten
+[llm clean] completed=2598400 submitted=2598471 kept=4891820 rejected=172376 last=keep reason=rewritten
+[llm clean] completed=2598500 submitted=2598571 kept=4891919 rejected=172377 last=keep reason=rewritten
+[llm clean] completed=2598600 submitted=2598671 kept=4892013 rejected=172383 last=keep reason=rewritten
+[llm clean] completed=2598700 submitted=2598771 kept=4892109 rejected=172387 last=keep reason=rewritten
+[llm clean] completed=2598800 submitted=2598871 kept=4892206 rejected=172390 last=keep reason=rewritten
+[llm clean] completed=2598900 submitted=2598971 kept=4892304 rejected=172392 last=keep reason=rewritten
+[llm clean] completed=2599000 submitted=2599071 kept=4892401 rejected=172395 last=reject reason=The text is a list of names and titles with antisemitic undertones, lacking coherent article-style prose structure. It i
+[llm clean] completed=2599100 submitted=2599171 kept=4892496 rejected=172400 last=keep reason=rewritten
+[llm clean] completed=2599200 submitted=2599271 kept=4892595 rejected=172401 last=keep reason=rewritten
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+[llm clean] completed=2600000 submitted=2600071 kept=4893371 rejected=172425 last=keep reason=rewritten
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+[llm clean] completed=2600800 submitted=2600871 kept=4894155 rejected=172441 last=keep reason=rewritten
+[llm clean] completed=2600900 submitted=2600971 kept=4894252 rejected=172444 last=keep reason=rewritten
+[llm clean] completed=2601000 submitted=2601071 kept=4894350 rejected=172446 last=keep reason=rewritten
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+[llm clean] completed=2601600 submitted=2601671 kept=4894932 rejected=172464 last=keep reason=rewritten
+[llm clean] completed=2601700 submitted=2601771 kept=4895031 rejected=172465 last=keep reason=rewritten
+[llm clean] completed=2601800 submitted=2601871 kept=4895130 rejected=172466 last=keep reason=rewritten
+[llm clean] completed=2601900 submitted=2601971 kept=4895230 rejected=172466 last=keep reason=rewritten
+[llm clean] completed=2602000 submitted=2602071 kept=4895329 rejected=172467 last=keep reason=rewritten
+[llm clean] completed=2602100 submitted=2602171 kept=4895426 rejected=172470 last=keep reason=rewritten
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+[llm clean] completed=2602300 submitted=2602371 kept=4895625 rejected=172471 last=keep reason=rewritten
+[llm clean] completed=2602400 submitted=2602471 kept=4895725 rejected=172471 last=keep reason=rewritten
+[llm clean] completed=2602500 submitted=2602571 kept=4895822 rejected=172474 last=keep reason=rewritten
+[llm clean] completed=2602600 submitted=2602671 kept=4895921 rejected=172475 last=keep reason=rewritten
+[llm clean] completed=2602700 submitted=2602771 kept=4896019 rejected=172477 last=keep reason=rewritten
+[llm clean] completed=2602800 submitted=2602870 kept=4896119 rejected=172477 last=keep reason=rewritten
+[llm clean] completed=2602900 submitted=2602971 kept=4896218 rejected=172478 last=keep reason=rewritten
+[llm clean] completed=2603000 submitted=2603071 kept=4896315 rejected=172481 last=keep reason=rewritten
+[llm clean] completed=2603100 submitted=2603171 kept=4896411 rejected=172485 last=keep reason=rewritten
+[llm clean] completed=2603200 submitted=2603271 kept=4896509 rejected=172487 last=keep reason=rewritten
+[llm clean] completed=2603300 submitted=2603371 kept=4896607 rejected=172489 last=keep reason=rewritten
+[llm clean] completed=2603400 submitted=2603471 kept=4896693 rejected=172503 last=reject reason=The text is a collection of conspiracy theories, promotional material for a specific organization (FED-UP), and fragment
+[llm clean] completed=2603500 submitted=2603571 kept=4896790 rejected=172506 last=keep reason=rewritten
+[llm clean] completed=2603600 submitted=2603671 kept=4896889 rejected=172507 last=keep reason=rewritten
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+[llm clean] completed=2603900 submitted=2603971 kept=4897177 rejected=172519 last=keep reason=rewritten
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+[llm clean] completed=2604700 submitted=2604771 kept=4897936 rejected=172560 last=keep reason=rewritten
+[llm clean] completed=2604800 submitted=2604871 kept=4898027 rejected=172569 last=keep reason=rewritten
+[llm clean] completed=2604900 submitted=2604971 kept=4898120 rejected=172576 last=keep reason=rewritten
+[llm clean] completed=2605000 submitted=2605071 kept=4898219 rejected=172577 last=keep reason=rewritten
+[llm clean] completed=2605100 submitted=2605171 kept=4898319 rejected=172577 last=keep reason=rewritten
+[llm clean] completed=2605200 submitted=2605271 kept=4898418 rejected=172578 last=keep reason=rewritten
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+[llm clean] completed=2605400 submitted=2605471 kept=4898606 rejected=172590 last=keep reason=rewritten
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+[llm clean] completed=2607100 submitted=2607171 kept=4900260 rejected=172636 last=keep reason=rewritten
+[llm clean] completed=2607200 submitted=2607271 kept=4900355 rejected=172641 last=keep reason=rewritten
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+[llm clean] completed=2608600 submitted=2608671 kept=4901722 rejected=172674 last=keep reason=rewritten
+[llm clean] completed=2608700 submitted=2608771 kept=4901820 rejected=172676 last=keep reason=rewritten
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+[llm clean] completed=2608900 submitted=2608971 kept=4902005 rejected=172691 last=keep reason=rewritten
+[llm clean] completed=2609000 submitted=2609071 kept=4902104 rejected=172692 last=keep reason=rewritten
+[llm clean] completed=2609100 submitted=2609171 kept=4902196 rejected=172700 last=keep reason=rewritten
+[llm clean] completed=2609200 submitted=2609271 kept=4902287 rejected=172709 last=keep reason=rewritten
+[llm clean] completed=2609300 submitted=2609371 kept=4902380 rejected=172716 last=keep reason=rewritten
+[llm clean] completed=2609400 submitted=2609471 kept=4902477 rejected=172719 last=keep reason=rewritten
+[llm clean] completed=2609500 submitted=2609571 kept=4902573 rejected=172723 last=keep reason=rewritten
+[llm clean] completed=2609600 submitted=2609671 kept=4902670 rejected=172726 last=keep reason=rewritten
+[llm clean] completed=2609700 submitted=2609771 kept=4902766 rejected=172730 last=keep reason=rewritten
+[llm clean] completed=2609800 submitted=2609871 kept=4902864 rejected=172732 last=keep reason=rewritten
+[llm clean] completed=2609900 submitted=2609971 kept=4902964 rejected=172732 last=keep reason=rewritten
+[llm clean] completed=2610000 submitted=2610071 kept=4903063 rejected=172733 last=keep reason=rewritten
+[llm clean] completed=2610100 submitted=2610171 kept=4903161 rejected=172735 last=keep reason=rewritten
+[llm clean] completed=2610200 submitted=2610271 kept=4903259 rejected=172737 last=keep reason=rewritten
+[llm clean] completed=2610300 submitted=2610371 kept=4903356 rejected=172740 last=keep reason=rewritten
+[llm clean] completed=2610400 submitted=2610471 kept=4903455 rejected=172741 last=keep reason=rewritten
+[llm clean] completed=2610500 submitted=2610571 kept=4903554 rejected=172742 last=keep reason=rewritten
+[llm clean] completed=2610600 submitted=2610671 kept=4903654 rejected=172742 last=keep reason=rewritten
+[llm clean] completed=2610700 submitted=2610771 kept=4903753 rejected=172743 last=keep reason=rewritten
+[llm clean] completed=2610800 submitted=2610871 kept=4903850 rejected=172746 last=reject reason=The text is a fragmented table of data points and citations without coherent prose structure, making it impossible to re
+[llm clean] completed=2610900 submitted=2610971 kept=4903947 rejected=172749 last=keep reason=rewritten
+[llm clean] completed=2611000 submitted=2611071 kept=4904045 rejected=172751 last=keep reason=rewritten
+[llm clean] completed=2611100 submitted=2611171 kept=4904142 rejected=172754 last=keep reason=rewritten
+[llm clean] completed=2611200 submitted=2611271 kept=4904239 rejected=172757 last=keep reason=rewritten
+[llm clean] completed=2611300 submitted=2611371 kept=4904334 rejected=172762 last=keep reason=rewritten
+[llm clean] completed=2611400 submitted=2611471 kept=4904433 rejected=172763 last=keep reason=rewritten
+[llm clean] completed=2611500 submitted=2611571 kept=4904516 rejected=172780 last=keep reason=rewritten
+[llm clean] completed=2611600 submitted=2611671 kept=4904613 rejected=172783 last=keep reason=rewritten
+[llm clean] completed=2611700 submitted=2611771 kept=4904711 rejected=172785 last=keep reason=rewritten
+[llm clean] completed=2611800 submitted=2611871 kept=4904802 rejected=172794 last=keep reason=rewritten
+[llm clean] completed=2611900 submitted=2611971 kept=4904900 rejected=172796 last=keep reason=rewritten
+[llm clean] completed=2612000 submitted=2612071 kept=4904999 rejected=172797 last=keep reason=rewritten
+[llm clean] completed=2612100 submitted=2612171 kept=4905095 rejected=172801 last=keep reason=rewritten
+[llm clean] completed=2612200 submitted=2612271 kept=4905193 rejected=172803 last=keep reason=rewritten
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+[llm clean] completed=2612600 submitted=2612671 kept=4905580 rejected=172816 last=reject reason=The text is a fragmented list of project status updates, likely from a development log or internal tracker. It lacks coh
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+[llm clean] completed=2614500 submitted=2614571 kept=4907375 rejected=172921 last=reject reason=The text is a list of headlines and metadata fragments without coherent narrative or context, making it impossible to re
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+[llm clean] completed=2615000 submitted=2615071 kept=4907830 rejected=172966 last=reject reason=The text is a list of flight schedules and metadata with a link, lacking coherent article-style prose structure.
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+[llm clean] completed=2617600 submitted=2617671 kept=4910283 rejected=173113 last=reject reason=The text is a list of song titles and radio station playlists without meaningful prose or context.
+[llm clean] completed=2617700 submitted=2617771 kept=4910373 rejected=173123 last=keep reason=rewritten
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+[llm clean] completed=2618000 submitted=2618071 kept=4910658 rejected=173138 last=reject reason=The text is a list of image captions and metadata from a photo gallery, lacking coherent narrative structure or meaningf
+[llm clean] completed=2618100 submitted=2618171 kept=4910758 rejected=173138 last=keep reason=rewritten
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+[llm clean] completed=2619000 submitted=2619071 kept=4911632 rejected=173164 last=reject reason=The text is a collection of forum comments, user profiles, metadata, and repetitive artifacts rather than a coherent art
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+[llm clean] completed=2622000 submitted=2622071 kept=4914565 rejected=173231 last=keep reason=rewritten
+[llm clean] completed=2622100 submitted=2622171 kept=4914663 rejected=173233 last=reject reason=The text consists of isolated social media tweets, a headline, and boilerplate update notices without a coherent narrati
+[llm clean] completed=2622200 submitted=2622271 kept=4914762 rejected=173234 last=keep reason=rewritten
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+[llm clean] completed=2622600 submitted=2622671 kept=4915147 rejected=173249 last=reject reason=The text consists of isolated legal boilerplate, a signature block, and unrelated web artifacts ('Advertisements'), lack
+[llm clean] completed=2622700 submitted=2622771 kept=4915244 rejected=173252 last=keep reason=rewritten
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+[llm clean] completed=2630800 submitted=2630871 kept=4923100 rejected=173496 last=reject reason=The text is mostly a list of countries, navigation labels, metadata, review scores, and unrelated fragments typical of a
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+[llm clean] completed=2632400 submitted=2632471 kept=4924619 rejected=173577 last=reject reason=The text is a fragment of C++ code that is cut off mid-sentence and lacks meaningful prose context. It consists primaril
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+[llm clean] completed=2634100 submitted=2634171 kept=4926278 rejected=173618 last=keep reason=rewritten
+[llm clean] completed=2634200 submitted=2634271 kept=4926373 rejected=173623 last=reject reason=The text is a fragmented list of academic citations, author names, and isolated sentences without coherent context or na
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+[llm clean] completed=2637900 submitted=2637971 kept=4929936 rejected=173760 last=keep reason=rewritten
+[llm clean] completed=2638000 submitted=2638071 kept=4930022 rejected=173774 last=reject reason=The text is a fragmented list of game entities, locations, and statistics (likely from a roguelike game like Dungeon Cra
+[llm clean] completed=2638100 submitted=2638171 kept=4930117 rejected=173779 last=keep reason=rewritten
+[llm clean] completed=2638200 submitted=2638271 kept=4930216 rejected=173780 last=keep reason=rewritten
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+[llm clean] completed=2640800 submitted=2640871 kept=4932676 rejected=173920 last=keep reason=rewritten
+[llm clean] completed=2640900 submitted=2640971 kept=4932770 rejected=173926 last=reject reason=The input is a collection of isolated social media posts (tweets) with no coherent narrative, making it impossible to re
+[llm clean] completed=2641000 submitted=2641071 kept=4932868 rejected=173928 last=keep reason=rewritten
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+[llm clean] completed=2642100 submitted=2642171 kept=4933918 rejected=173978 last=keep reason=rewritten
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+[llm clean] completed=2642500 submitted=2642571 kept=4934306 rejected=173990 last=keep reason=rewritten
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+[llm clean] completed=2643100 submitted=2643171 kept=4934882 rejected=174014 last=keep reason=rewritten
+[llm clean] completed=2643200 submitted=2643271 kept=4934982 rejected=174014 last=keep reason=rewritten
+[llm clean] completed=2643300 submitted=2643371 kept=4935081 rejected=174015 last=keep reason=rewritten
+[llm clean] completed=2643400 submitted=2643471 kept=4935180 rejected=174016 last=keep reason=rewritten
+[llm clean] completed=2643500 submitted=2643571 kept=4935278 rejected=174018 last=keep reason=rewritten
+[llm clean] completed=2643600 submitted=2643671 kept=4935374 rejected=174022 last=keep reason=rewritten
+[llm clean] completed=2643700 submitted=2643771 kept=4935473 rejected=174023 last=keep reason=rewritten
+[llm clean] completed=2643800 submitted=2643871 kept=4935561 rejected=174035 last=reject reason=The text consists entirely of image captions, photo credits, and metadata from a photo gallery. It lacks coherent narrat
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+[llm clean] completed=2644000 submitted=2644071 kept=4935755 rejected=174041 last=keep reason=rewritten
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+[llm clean] completed=2644300 submitted=2644370 kept=4936046 rejected=174050 last=keep reason=rewritten
+[llm clean] completed=2644400 submitted=2644471 kept=4936145 rejected=174051 last=keep reason=clean_no_rewrite
+[llm clean] completed=2644500 submitted=2644571 kept=4936244 rejected=174052 last=keep reason=rewritten
+[llm clean] completed=2644600 submitted=2644671 kept=4936343 rejected=174053 last=keep reason=rewritten
+[llm clean] completed=2644700 submitted=2644771 kept=4936435 rejected=174061 last=keep reason=rewritten
+[llm clean] completed=2644800 submitted=2644871 kept=4936534 rejected=174062 last=keep reason=rewritten
+[llm clean] completed=2644900 submitted=2644971 kept=4936633 rejected=174063 last=keep reason=rewritten
+[llm clean] completed=2645000 submitted=2645071 kept=4936729 rejected=174067 last=keep reason=rewritten
+[llm clean] completed=2645100 submitted=2645171 kept=4936824 rejected=174072 last=keep reason=rewritten
+[llm clean] completed=2645200 submitted=2645271 kept=4936912 rejected=174084 last=keep reason=rewritten
+[llm clean] completed=2645300 submitted=2645371 kept=4937011 rejected=174085 last=keep reason=rewritten
+[llm clean] completed=2645400 submitted=2645471 kept=4937107 rejected=174089 last=keep reason=rewritten
+[llm clean] completed=2645500 submitted=2645571 kept=4937195 rejected=174101 last=keep reason=rewritten
+[llm clean] completed=2645600 submitted=2645671 kept=4937292 rejected=174104 last=keep reason=rewritten
+[llm clean] completed=2645700 submitted=2645771 kept=4937385 rejected=174111 last=keep reason=rewritten
+[llm clean] completed=2645800 submitted=2645871 kept=4937485 rejected=174111 last=keep reason=rewritten
+[llm clean] completed=2645900 submitted=2645971 kept=4937582 rejected=174114 last=keep reason=rewritten
+[llm clean] completed=2646000 submitted=2646071 kept=4937680 rejected=174116 last=keep reason=rewritten
+[llm clean] completed=2646100 submitted=2646171 kept=4937778 rejected=174118 last=reject reason=The text is a collection of unrelated blog post summaries, titles, and metadata fragments (e.g., 'Guides & Tutorials', '
+[llm clean] completed=2646200 submitted=2646271 kept=4937876 rejected=174120 last=keep reason=rewritten
+[llm clean] completed=2646300 submitted=2646371 kept=4937970 rejected=174126 last=keep reason=rewritten
+[llm clean] completed=2646400 submitted=2646471 kept=4938069 rejected=174127 last=keep reason=rewritten
+[llm clean] completed=2646500 submitted=2646571 kept=4938167 rejected=174129 last=keep reason=rewritten
+[llm clean] completed=2646600 submitted=2646671 kept=4938266 rejected=174130 last=keep reason=rewritten
+[llm clean] completed=2646700 submitted=2646771 kept=4938360 rejected=174136 last=keep reason=rewritten
+[llm clean] completed=2646800 submitted=2646871 kept=4938458 rejected=174138 last=keep reason=rewritten
+[llm clean] completed=2646900 submitted=2646971 kept=4938557 rejected=174139 last=keep reason=rewritten
+[llm clean] completed=2647000 submitted=2647071 kept=4938655 rejected=174141 last=keep reason=rewritten
+[llm clean] completed=2647100 submitted=2647171 kept=4938754 rejected=174142 last=keep reason=rewritten
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+[llm clean] completed=2647300 submitted=2647371 kept=4938952 rejected=174144 last=keep reason=rewritten
+[llm clean] completed=2647400 submitted=2647471 kept=4939048 rejected=174148 last=keep reason=rewritten
+[llm clean] completed=2647500 submitted=2647571 kept=4939145 rejected=174151 last=keep reason=rewritten
+[llm clean] completed=2647600 submitted=2647671 kept=4939243 rejected=174153 last=keep reason=rewritten
+[llm clean] completed=2647700 submitted=2647771 kept=4939342 rejected=174154 last=keep reason=rewritten
+[llm clean] completed=2647800 submitted=2647871 kept=4939442 rejected=174154 last=keep reason=rewritten
+[llm clean] completed=2647900 submitted=2647971 kept=4939539 rejected=174157 last=keep reason=rewritten
+[llm clean] completed=2648000 submitted=2648071 kept=4939637 rejected=174159 last=keep reason=rewritten
+[llm clean] completed=2648100 submitted=2648171 kept=4939736 rejected=174160 last=keep reason=rewritten
+[llm clean] completed=2648200 submitted=2648271 kept=4939836 rejected=174160 last=keep reason=rewritten
+[llm clean] completed=2648300 submitted=2648371 kept=4939931 rejected=174165 last=keep reason=rewritten
+[llm clean] completed=2648400 submitted=2648471 kept=4940027 rejected=174169 last=keep reason=rewritten
+[llm clean] completed=2648500 submitted=2648571 kept=4940123 rejected=174173 last=keep reason=rewritten
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+[llm clean] completed=2648800 submitted=2648871 kept=4940419 rejected=174177 last=keep reason=rewritten
+[llm clean] completed=2648900 submitted=2648971 kept=4940514 rejected=174182 last=keep reason=rewritten
+[llm clean] completed=2649000 submitted=2649071 kept=4940610 rejected=174186 last=keep reason=rewritten
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+[llm clean] completed=2649600 submitted=2649671 kept=4941187 rejected=174209 last=keep reason=rewritten
+[llm clean] completed=2649700 submitted=2649771 kept=4941282 rejected=174214 last=keep reason=rewritten
+[llm clean] completed=2649800 submitted=2649871 kept=4941381 rejected=174215 last=keep reason=rewritten
+[llm clean] completed=2649900 submitted=2649971 kept=4941481 rejected=174215 last=keep reason=rewritten
+[llm clean] completed=2650000 submitted=2650071 kept=4941581 rejected=174215 last=keep reason=rewritten
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+[llm clean] completed=2650200 submitted=2650271 kept=4941773 rejected=174223 last=keep reason=rewritten
+[llm clean] completed=2650300 submitted=2650371 kept=4941872 rejected=174224 last=keep reason=rewritten
+[llm clean] completed=2650400 submitted=2650471 kept=4941970 rejected=174226 last=keep reason=rewritten
+[llm clean] completed=2650500 submitted=2650571 kept=4942060 rejected=174236 last=keep reason=rewritten
+[llm clean] completed=2650600 submitted=2650671 kept=4942156 rejected=174240 last=keep reason=rewritten
+[llm clean] completed=2650700 submitted=2650771 kept=4942251 rejected=174245 last=keep reason=rewritten
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+[llm clean] completed=2650900 submitted=2650971 kept=4942442 rejected=174254 last=keep reason=rewritten
+[llm clean] completed=2651000 submitted=2651071 kept=4942542 rejected=174254 last=keep reason=rewritten
+[llm clean] completed=2651100 submitted=2651171 kept=4942642 rejected=174254 last=keep reason=rewritten
+[llm clean] completed=2651200 submitted=2651271 kept=4942739 rejected=174257 last=keep reason=rewritten
+[llm clean] completed=2651300 submitted=2651371 kept=4942831 rejected=174265 last=keep reason=rewritten
+[llm clean] completed=2651400 submitted=2651471 kept=4942930 rejected=174266 last=keep reason=rewritten
+[llm clean] completed=2651500 submitted=2651571 kept=4943006 rejected=174290 last=keep reason=rewritten
+[llm clean] completed=2651600 submitted=2651671 kept=4943098 rejected=174298 last=keep reason=rewritten
+[llm clean] completed=2651700 submitted=2651771 kept=4943196 rejected=174300 last=keep reason=rewritten
+[llm clean] completed=2651800 submitted=2651871 kept=4943293 rejected=174303 last=keep reason=rewritten
+[llm clean] completed=2651900 submitted=2651971 kept=4943392 rejected=174304 last=keep reason=rewritten
+[llm clean] completed=2652000 submitted=2652071 kept=4943492 rejected=174304 last=keep reason=rewritten
+[llm clean] completed=2652100 submitted=2652171 kept=4943584 rejected=174312 last=keep reason=rewritten
+[llm clean] completed=2652200 submitted=2652271 kept=4943684 rejected=174312 last=keep reason=rewritten
+[llm clean] completed=2652300 submitted=2652371 kept=4943778 rejected=174318 last=keep reason=rewritten
+[llm clean] completed=2652400 submitted=2652471 kept=4943878 rejected=174318 last=keep reason=rewritten
+[llm clean] completed=2652500 submitted=2652571 kept=4943976 rejected=174320 last=keep reason=rewritten
+[llm clean] completed=2652600 submitted=2652671 kept=4944075 rejected=174321 last=keep reason=rewritten
+[llm clean] completed=2652700 submitted=2652771 kept=4944174 rejected=174322 last=keep reason=rewritten
+[llm clean] completed=2652800 submitted=2652871 kept=4944272 rejected=174324 last=keep reason=rewritten
+[llm clean] completed=2652900 submitted=2652971 kept=4944370 rejected=174326 last=keep reason=rewritten
+[llm clean] completed=2653000 submitted=2653071 kept=4944468 rejected=174328 last=keep reason=rewritten
+[llm clean] completed=2653100 submitted=2653171 kept=4944559 rejected=174337 last=keep reason=rewritten
+[llm clean] completed=2653200 submitted=2653271 kept=4944656 rejected=174340 last=keep reason=rewritten
+[llm clean] completed=2653300 submitted=2653371 kept=4944742 rejected=174354 last=keep reason=rewritten
+[llm clean] completed=2653400 submitted=2653471 kept=4944836 rejected=174360 last=keep reason=rewritten
+[llm clean] completed=2653500 submitted=2653571 kept=4944934 rejected=174362 last=keep reason=rewritten
+[llm clean] completed=2653600 submitted=2653671 kept=4945033 rejected=174363 last=keep reason=rewritten
+[llm clean] completed=2653700 submitted=2653771 kept=4945132 rejected=174364 last=keep reason=rewritten
+[llm clean] completed=2653800 submitted=2653871 kept=4945228 rejected=174368 last=keep reason=rewritten
+[llm clean] completed=2653900 submitted=2653971 kept=4945323 rejected=174373 last=keep reason=rewritten
+[llm clean] completed=2654000 submitted=2654071 kept=4945420 rejected=174376 last=keep reason=rewritten
+[llm clean] completed=2654100 submitted=2654171 kept=4945518 rejected=174378 last=keep reason=rewritten
+[llm clean] completed=2654200 submitted=2654271 kept=4945612 rejected=174384 last=keep reason=rewritten
+[llm clean] completed=2654300 submitted=2654371 kept=4945711 rejected=174385 last=keep reason=rewritten
+[llm clean] completed=2654400 submitted=2654471 kept=4945807 rejected=174389 last=keep reason=rewritten
+[llm clean] completed=2654500 submitted=2654571 kept=4945906 rejected=174390 last=keep reason=rewritten
+[llm clean] completed=2654600 submitted=2654671 kept=4946001 rejected=174395 last=keep reason=rewritten
+[llm clean] completed=2654700 submitted=2654771 kept=4946100 rejected=174396 last=keep reason=rewritten
+[llm clean] completed=2654800 submitted=2654871 kept=4946198 rejected=174398 last=keep reason=rewritten
+[llm clean] completed=2654900 submitted=2654971 kept=4946297 rejected=174399 last=keep reason=rewritten
+[llm clean] completed=2655000 submitted=2655071 kept=4946396 rejected=174400 last=keep reason=rewritten
+[llm clean] completed=2655100 submitted=2655171 kept=4946492 rejected=174404 last=keep reason=rewritten
+[llm clean] completed=2655200 submitted=2655271 kept=4946589 rejected=174407 last=keep reason=rewritten
+[llm clean] completed=2655300 submitted=2655371 kept=4946684 rejected=174412 last=keep reason=rewritten
+[llm clean] completed=2655400 submitted=2655471 kept=4946780 rejected=174416 last=keep reason=rewritten
+[llm clean] completed=2655500 submitted=2655571 kept=4946870 rejected=174426 last=keep reason=rewritten
+[llm clean] completed=2655600 submitted=2655671 kept=4946965 rejected=174431 last=keep reason=rewritten
+[llm clean] completed=2655700 submitted=2655771 kept=4947063 rejected=174433 last=keep reason=rewritten
+[llm clean] completed=2655800 submitted=2655871 kept=4947161 rejected=174435 last=keep reason=rewritten
+[llm clean] completed=2655900 submitted=2655971 kept=4947257 rejected=174439 last=keep reason=rewritten
+[llm clean] completed=2656000 submitted=2656071 kept=4947355 rejected=174441 last=keep reason=rewritten
+[llm clean] completed=2656100 submitted=2656171 kept=4947454 rejected=174442 last=keep reason=rewritten
+[llm clean] completed=2656200 submitted=2656271 kept=4947548 rejected=174448 last=keep reason=rewritten
+[llm clean] completed=2656300 submitted=2656371 kept=4947648 rejected=174448 last=keep reason=rewritten
+[llm clean] completed=2656400 submitted=2656471 kept=4947748 rejected=174448 last=keep reason=rewritten
+[llm clean] completed=2656500 submitted=2656571 kept=4947845 rejected=174451 last=keep reason=rewritten
+[llm clean] completed=2656600 submitted=2656671 kept=4947940 rejected=174456 last=keep reason=rewritten
+[llm clean] completed=2656700 submitted=2656771 kept=4948038 rejected=174458 last=reject reason=The text is mostly a list of unrelated article titles, navigation labels, and JavaScript code artifacts, with no coheren
+[llm clean] completed=2656800 submitted=2656871 kept=4948134 rejected=174462 last=keep reason=rewritten
+[llm clean] completed=2656900 submitted=2656971 kept=4948228 rejected=174468 last=keep reason=rewritten
+[llm clean] completed=2657000 submitted=2657071 kept=4948327 rejected=174469 last=keep reason=rewritten
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+[llm clean] completed=2657200 submitted=2657271 kept=4948523 rejected=174473 last=keep reason=rewritten
+[llm clean] completed=2657300 submitted=2657371 kept=4948621 rejected=174475 last=keep reason=rewritten
+[llm clean] completed=2657400 submitted=2657471 kept=4948717 rejected=174479 last=keep reason=rewritten
+[llm clean] completed=2657500 submitted=2657571 kept=4948817 rejected=174479 last=keep reason=rewritten
+[llm clean] completed=2657600 submitted=2657671 kept=4948911 rejected=174485 last=keep reason=rewritten
+[llm clean] completed=2657700 submitted=2657771 kept=4949007 rejected=174489 last=keep reason=rewritten
+[llm clean] completed=2657800 submitted=2657871 kept=4949106 rejected=174490 last=keep reason=rewritten
+[llm clean] completed=2657900 submitted=2657971 kept=4949205 rejected=174491 last=keep reason=rewritten
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+[llm clean] completed=2658100 submitted=2658171 kept=4949400 rejected=174496 last=keep reason=rewritten
+[llm clean] completed=2658200 submitted=2658271 kept=4949495 rejected=174501 last=reject reason=The input is a fragmented, list-like comparison of programming language features (Pascal, Ada, Borland, Apple) with no c
+[llm clean] completed=2658300 submitted=2658371 kept=4949592 rejected=174504 last=keep reason=rewritten
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+[llm clean] completed=2660200 submitted=2660271 kept=4951430 rejected=174566 last=keep reason=rewritten
+[llm clean] completed=2660300 submitted=2660371 kept=4951529 rejected=174567 last=keep reason=rewritten
+[llm clean] completed=2660400 submitted=2660471 kept=4951625 rejected=174571 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2660500 submitted=2660571 kept=4951701 rejected=174595 last=keep reason=rewritten
+[llm clean] completed=2660600 submitted=2660671 kept=4951798 rejected=174598 last=keep reason=rewritten
+[llm clean] completed=2660700 submitted=2660771 kept=4951897 rejected=174599 last=reject reason=The text is a highly opinionated, conspiratorial, and incoherent rant with no coherent factual basis or article-style st
+[llm clean] completed=2660800 submitted=2660871 kept=4951997 rejected=174599 last=keep reason=rewritten
+[llm clean] completed=2660900 submitted=2660971 kept=4952095 rejected=174601 last=keep reason=rewritten
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+[llm clean] completed=2661700 submitted=2661771 kept=4952879 rejected=174617 last=keep reason=rewritten
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+[llm clean] completed=2662000 submitted=2662071 kept=4953168 rejected=174628 last=keep reason=rewritten
+[llm clean] completed=2662100 submitted=2662171 kept=4953267 rejected=174629 last=keep reason=rewritten
+[llm clean] completed=2662200 submitted=2662271 kept=4953364 rejected=174632 last=keep reason=rewritten
+[llm clean] completed=2662300 submitted=2662371 kept=4953463 rejected=174633 last=keep reason=rewritten
+[llm clean] completed=2662400 submitted=2662471 kept=4953562 rejected=174634 last=keep reason=rewritten
+[llm clean] completed=2662500 submitted=2662571 kept=4953661 rejected=174635 last=keep reason=rewritten
+[llm clean] completed=2662600 submitted=2662671 kept=4953761 rejected=174635 last=keep reason=rewritten
+[llm clean] completed=2662700 submitted=2662771 kept=4953861 rejected=174635 last=keep reason=rewritten
+[llm clean] completed=2662800 submitted=2662871 kept=4953941 rejected=174655 last=reject reason=The text is a raw data dump of game item statistics and metadata (keys, values, arrays) rather than coherent prose. It l
+[llm clean] completed=2662900 submitted=2662971 kept=4954016 rejected=174680 last=keep reason=rewritten
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+[llm clean] completed=2668500 submitted=2668571 kept=4959468 rejected=174828 last=reject reason=<HTTPError 400: 'Bad Request'>
+[llm clean] completed=2668600 submitted=2668671 kept=4959563 rejected=174833 last=keep reason=rewritten
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+[llm clean] completed=2671000 submitted=2671071 kept=4961887 rejected=174909 last=keep reason=rewritten
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+[llm clean] completed=2672000 submitted=2672071 kept=4962836 rejected=174960 last=keep reason=rewritten
+[llm clean] completed=2672100 submitted=2672171 kept=4962923 rejected=174973 last=keep reason=rewritten
+[llm clean] completed=2672200 submitted=2672271 kept=4963023 rejected=174973 last=keep reason=rewritten
+[llm clean] completed=2672300 submitted=2672371 kept=4963121 rejected=174975 last=keep reason=rewritten
+[llm clean] completed=2672400 submitted=2672471 kept=4963221 rejected=174975 last=keep reason=rewritten
+[llm clean] completed=2672500 submitted=2672571 kept=4963318 rejected=174978 last=keep reason=rewritten
+[llm clean] completed=2672600 submitted=2672671 kept=4963402 rejected=174994 last=keep reason=rewritten
+[llm clean] completed=2672700 submitted=2672771 kept=4963478 rejected=175018 last=reject reason=The text is a fragment of Python code (Turtle graphics) mixed with a prompt, lacking coherent article-style prose struct
+[llm clean] completed=2672800 submitted=2672871 kept=4963537 rejected=175059 last=keep reason=rewritten
+[llm clean] completed=2672900 submitted=2672971 kept=4963625 rejected=175071 last=keep reason=rewritten
+[llm clean] completed=2673000 submitted=2673071 kept=4963725 rejected=175071 last=keep reason=rewritten
+[llm clean] completed=2673100 submitted=2673171 kept=4963825 rejected=175071 last=keep reason=rewritten
+[llm clean] completed=2673200 submitted=2673271 kept=4963915 rejected=175081 last=reject reason=The text is a job posting with boilerplate, metadata, and a list of requirements/responsibilities that does not form coh
+[llm clean] completed=2673300 submitted=2673371 kept=4964015 rejected=175081 last=keep reason=rewritten
+[llm clean] completed=2673400 submitted=2673471 kept=4964113 rejected=175083 last=keep reason=rewritten
+[llm clean] completed=2673500 submitted=2673571 kept=4964210 rejected=175086 last=keep reason=rewritten
+[llm clean] completed=2673600 submitted=2673671 kept=4964307 rejected=175089 last=reject reason=The text consists primarily of code snippets (JavaScript test cases) and a standard disclaimer, lacking coherent article
+[llm clean] completed=2673700 submitted=2673771 kept=4964406 rejected=175090 last=keep reason=rewritten
+[llm clean] completed=2673800 submitted=2673871 kept=4964499 rejected=175097 last=keep reason=rewritten
+[llm clean] completed=2673900 submitted=2673971 kept=4964599 rejected=175097 last=keep reason=rewritten
+[llm clean] completed=2674000 submitted=2674071 kept=4964699 rejected=175097 last=keep reason=rewritten
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+[llm clean] completed=2674200 submitted=2674271 kept=4964896 rejected=175100 last=keep reason=rewritten
+[llm clean] completed=2674300 submitted=2674370 kept=4964965 rejected=175131 last=reject reason=The text is a fragmented list of MAD magazine comic titles, sound effects, issue numbers, and page references, lacking c
+[llm clean] completed=2674400 submitted=2674471 kept=4965060 rejected=175136 last=keep reason=rewritten
+[llm clean] completed=2674500 submitted=2674571 kept=4965154 rejected=175142 last=keep reason=rewritten
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+[llm clean] completed=2691700 submitted=2691771 kept=4981738 rejected=175758 last=keep reason=rewritten
+[llm clean] completed=2691800 submitted=2691871 kept=4981833 rejected=175763 last=reject reason=The text is primarily code snippets, dependency lists, and boilerplate navigation/footer text with very little coherent 
+[llm clean] completed=2691900 submitted=2691971 kept=4981926 rejected=175770 last=keep reason=rewritten
+[llm clean] completed=2692000 submitted=2692071 kept=4982018 rejected=175778 last=keep reason=rewritten
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+[llm clean] completed=2697000 submitted=2697071 kept=4986884 rejected=175912 last=keep reason=rewritten
+[llm clean] completed=2697100 submitted=2697171 kept=4986984 rejected=175912 last=keep reason=rewritten
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+[llm clean] completed=2697900 submitted=2697971 kept=4987764 rejected=175932 last=keep reason=rewritten
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+[llm clean] completed=2700000 submitted=2700071 kept=4989805 rejected=175991 last=keep reason=rewritten
+[llm clean] completed=2700100 submitted=2700171 kept=4989902 rejected=175994 last=keep reason=rewritten
+[llm clean] completed=2700200 submitted=2700271 kept=4990001 rejected=175995 last=keep reason=rewritten
+[llm clean] completed=2700300 submitted=2700371 kept=4990099 rejected=175997 last=keep reason=rewritten
+[llm clean] completed=2700400 submitted=2700471 kept=4990198 rejected=175998 last=keep reason=rewritten
+[llm clean] completed=2700500 submitted=2700571 kept=4990293 rejected=176003 last=keep reason=rewritten
+[llm clean] completed=2700600 submitted=2700671 kept=4990389 rejected=176007 last=keep reason=rewritten
+[llm clean] completed=2700700 submitted=2700771 kept=4990485 rejected=176011 last=keep reason=rewritten
+[llm clean] completed=2700800 submitted=2700871 kept=4990582 rejected=176014 last=keep reason=rewritten
+[llm clean] completed=2700900 submitted=2700971 kept=4990677 rejected=176019 last=keep reason=rewritten
+[llm clean] completed=2701000 submitted=2701071 kept=4990772 rejected=176024 last=keep reason=rewritten
+[llm clean] completed=2701100 submitted=2701171 kept=4990870 rejected=176026 last=keep reason=rewritten
+[llm clean] completed=2701200 submitted=2701270 kept=4990967 rejected=176029 last=keep reason=rewritten
+[llm clean] completed=2701300 submitted=2701371 kept=4991053 rejected=176043 last=keep reason=rewritten
+[llm clean] completed=2701400 submitted=2701471 kept=4991148 rejected=176048 last=keep reason=rewritten
+[llm clean] completed=2701500 submitted=2701571 kept=4991245 rejected=176051 last=keep reason=rewritten
+[llm clean] completed=2701600 submitted=2701671 kept=4991343 rejected=176053 last=keep reason=rewritten
+[llm clean] completed=2701700 submitted=2701771 kept=4991438 rejected=176058 last=keep reason=rewritten
+[llm clean] completed=2701800 submitted=2701871 kept=4991537 rejected=176059 last=reject reason=The text is a collection of unrelated Wikipedia talk page comments, forum posts, and metadata fragments. It lacks cohere
+[llm clean] completed=2701900 submitted=2701971 kept=4991635 rejected=176061 last=keep reason=rewritten
+[llm clean] completed=2702000 submitted=2702071 kept=4991735 rejected=176061 last=keep reason=rewritten
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+[llm clean] completed=2702200 submitted=2702271 kept=4991933 rejected=176063 last=keep reason=rewritten
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+[llm clean] completed=2702400 submitted=2702471 kept=4992128 rejected=176068 last=keep reason=rewritten
+[llm clean] completed=2702500 submitted=2702571 kept=4992222 rejected=176074 last=keep reason=rewritten
+[llm clean] completed=2702600 submitted=2702671 kept=4992321 rejected=176075 last=keep reason=rewritten
+[llm clean] completed=2702700 submitted=2702771 kept=4992420 rejected=176076 last=keep reason=rewritten
+[llm clean] completed=2702800 submitted=2702871 kept=4992517 rejected=176079 last=keep reason=rewritten
+[llm clean] completed=2702900 submitted=2702971 kept=4992616 rejected=176080 last=keep reason=rewritten
+[llm clean] completed=2703000 submitted=2703071 kept=4992714 rejected=176082 last=keep reason=rewritten
+[llm clean] completed=2703100 submitted=2703171 kept=4992810 rejected=176086 last=keep reason=rewritten
+[llm clean] completed=2703200 submitted=2703271 kept=4992910 rejected=176086 last=keep reason=rewritten
+[llm clean] completed=2703300 submitted=2703371 kept=4993007 rejected=176089 last=keep reason=rewritten
+[llm clean] completed=2703400 submitted=2703471 kept=4993106 rejected=176090 last=keep reason=rewritten
+[llm clean] completed=2703500 submitted=2703571 kept=4993203 rejected=176093 last=keep reason=rewritten
+[llm clean] completed=2703600 submitted=2703671 kept=4993302 rejected=176094 last=keep reason=rewritten
+[llm clean] completed=2703700 submitted=2703771 kept=4993399 rejected=176097 last=keep reason=rewritten
+[llm clean] completed=2703800 submitted=2703871 kept=4993492 rejected=176104 last=keep reason=rewritten
+[llm clean] completed=2703900 submitted=2703971 kept=4993586 rejected=176110 last=keep reason=rewritten
+[llm clean] completed=2704000 submitted=2704071 kept=4993680 rejected=176116 last=keep reason=rewritten
+[llm clean] completed=2704100 submitted=2704171 kept=4993777 rejected=176119 last=keep reason=rewritten
+[llm clean] completed=2704200 submitted=2704271 kept=4993875 rejected=176121 last=keep reason=rewritten
+[llm clean] completed=2704300 submitted=2704371 kept=4993973 rejected=176123 last=keep reason=rewritten
+[llm clean] completed=2704400 submitted=2704471 kept=4994066 rejected=176130 last=reject reason=The text is a list of bibliographic citations and references, not a coherent article-style prose passage.
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+[llm clean] completed=2713200 submitted=2713271 kept=5002500 rejected=176496 last=reject reason=The input is mostly HTML table markup, navigation links, boilerplate validation badges, and fragmented metadata without 
+[llm clean] completed=2713300 submitted=2713371 kept=5002594 rejected=176502 last=keep reason=rewritten
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+[llm clean] completed=2718500 submitted=2718571 kept=5007622 rejected=176674 last=reject reason=The text is mostly a list of product names, links, and navigation artifacts without coherent prose structure.
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diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_cleanstream_len1024_C1_to_64_d768_l12_h12_gbs512_8gpu_1m_lr3e4_20260527_132002.log b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_cleanstream_len1024_C1_to_64_d768_l12_h12_gbs512_8gpu_1m_lr3e4_20260527_132002.log
new file mode 100644
index 0000000000000000000000000000000000000000..7ff188f5efdf965ab0973320945ec876f4acb059
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_cleanstream_len1024_C1_to_64_d768_l12_h12_gbs512_8gpu_1m_lr3e4_20260527_132002.log
@@ -0,0 +1,864 @@
+W0527 13:20:04.027000 10232 torch/distributed/run.py:792] 
+W0527 13:20:04.027000 10232 torch/distributed/run.py:792] *****************************************
+W0527 13:20:04.027000 10232 torch/distributed/run.py:792] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0527 13:20:04.027000 10232 torch/distributed/run.py:792] *****************************************
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+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/-1/-1->5->4 [6] 6/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->4 [14] 6/-1/-1->5->4 [15] 6/-1/-1->5->4 [16] 6/-1/-1->5->4 [17] 6/-1/-1->5->4 [18] 6/-1/-1->5->4 [19] 6/-1/-1->5->4 [20] 6/-1/-1->5->4 [21] 6/-1/-1->5->4 [22] 6/-1/-1->5->4 [23] 6/-1/-1->5->4
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO Trees [0] 4/-1/-1->3->2 [1] 4/-1/-1->3->2 [2] 4/-1/-1->3->2 [3] 4/-1/-1->3->2 [4] 4/-1/-1->3->2 [5] 4/-1/-1->3->2 [6] 4/-1/-1->3->2 [7] 4/-1/-1->3->2 [8] 4/-1/-1->3->2 [9] 4/-1/-1->3->2 [10] 4/-1/-1->3->2 [11] 4/-1/-1->3->2 [12] 4/-1/-1->3->2 [13] 4/-1/-1->3->2 [14] 4/-1/-1->3->2 [15] 4/-1/-1->3->2 [16] 4/-1/-1->3->2 [17] 4/-1/-1->3->2 [18] 4/-1/-1->3->2 [19] 4/-1/-1->3->2 [20] 4/-1/-1->3->2 [21] 4/-1/-1->3->2 [22] 4/-1/-1->3->2 [23] 4/-1/-1->3->2
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] -1/-1/-1->7->6 [2] -1/-1/-1->7->6 [3] -1/-1/-1->7->6 [4] -1/-1/-1->7->6 [5] -1/-1/-1->7->6 [6] -1/-1/-1->7->6 [7] -1/-1/-1->7->6 [8] -1/-1/-1->7->6 [9] -1/-1/-1->7->6 [10] -1/-1/-1->7->6 [11] -1/-1/-1->7->6 [12] -1/-1/-1->7->6 [13] -1/-1/-1->7->6 [14] -1/-1/-1->7->6 [15] -1/-1/-1->7->6 [16] -1/-1/-1->7->6 [17] -1/-1/-1->7->6 [18] -1/-1/-1->7->6 [19] -1/-1/-1->7->6 [20] -1/-1/-1->7->6 [21] -1/-1/-1->7->6 [22] -1/-1/-1->7->6 [23] -1/-1/-1->7->6
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/-1/-1->2->1 [3] 3/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->1 [11] 3/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 [16] 3/-1/-1->2->1 [17] 3/-1/-1->2->1 [18] 3/-1/-1->2->1 [19] 3/-1/-1->2->1 [20] 3/-1/-1->2->1 [21] 3/-1/-1->2->1 [22] 3/-1/-1->2->1 [23] 3/-1/-1->2->1
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO Trees [0] 2/-1/-1->1->0 [1] 2/-1/-1->1->0 [2] 2/-1/-1->1->0 [3] 2/-1/-1->1->0 [4] 2/-1/-1->1->0 [5] 2/-1/-1->1->0 [6] 2/-1/-1->1->0 [7] 2/-1/-1->1->0 [8] 2/-1/-1->1->0 [9] 2/-1/-1->1->0 [10] 2/-1/-1->1->0 [11] 2/-1/-1->1->0 [12] 2/-1/-1->1->0 [13] 2/-1/-1->1->0 [14] 2/-1/-1->1->0 [15] 2/-1/-1->1->0 [16] 2/-1/-1->1->0 [17] 2/-1/-1->1->0 [18] 2/-1/-1->1->0 [19] 2/-1/-1->1->0 [20] 2/-1/-1->1->0 [21] 2/-1/-1->1->0 [22] 2/-1/-1->1->0 [23] 2/-1/-1->1->0
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/-1/-1->6->5 [7] 7/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->5 [15] 7/-1/-1->6->5 [16] 7/-1/-1->6->5 [17] 7/-1/-1->6->5 [18] 7/-1/-1->6->5 [19] 7/-1/-1->6->5 [20] 7/-1/-1->6->5 [21] 7/-1/-1->6->5 [22] 7/-1/-1->6->5 [23] 7/-1/-1->6->5
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/-1/-1->4->3 [5] 5/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->3 [13] 5/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 [16] 5/-1/-1->4->3 [17] 5/-1/-1->4->3 [18] 5/-1/-1->4->3 [19] 5/-1/-1->4->3 [20] 5/-1/-1->4->3 [21] 5/-1/-1->4->3 [22] 5/-1/-1->4->3 [23] 5/-1/-1->4->3
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO P2P Chunksize set to 524288
+t-20260527211936-cgtg8-worker-0:10302:10498 [3] NCCL INFO [Proxy Service] Device 3 CPU core 60
+t-20260527211936-cgtg8-worker-0:10302:10499 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 62
+t-20260527211936-cgtg8-worker-0:10305:10500 [6] NCCL INFO [Proxy Service] Device 6 CPU core 93
+t-20260527211936-cgtg8-worker-0:10305:10501 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 96
+t-20260527211936-cgtg8-worker-0:10306:10503 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 166
+t-20260527211936-cgtg8-worker-0:10306:10502 [7] NCCL INFO [Proxy Service] Device 7 CPU core 165
+t-20260527211936-cgtg8-worker-0:10303:10504 [4] NCCL INFO [Proxy Service] Device 4 CPU core 93
+t-20260527211936-cgtg8-worker-0:10303:10505 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 96
+t-20260527211936-cgtg8-worker-0:10301:10506 [2] NCCL INFO [Proxy Service] Device 2 CPU core 78
+t-20260527211936-cgtg8-worker-0:10301:10507 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 80
+t-20260527211936-cgtg8-worker-0:10304:10508 [5] NCCL INFO [Proxy Service] Device 5 CPU core 124
+t-20260527211936-cgtg8-worker-0:10304:10509 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 126
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Check P2P Type intraNodeP2pSupport 1 directMode 0
+t-20260527211936-cgtg8-worker-0:10299:10510 [0] NCCL INFO [Proxy Service] Device 0 CPU core 2
+t-20260527211936-cgtg8-worker-0:10299:10511 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 4
+t-20260527211936-cgtg8-worker-0:10300:10512 [1] NCCL INFO [Proxy Service] Device 1 CPU core 2
+t-20260527211936-cgtg8-worker-0:10300:10513 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 4
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO CC Off, workFifoBytes 1048576
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO ncclCommInitRankConfig comm 0xc940400 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 69020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO ncclCommInitRankConfig comm 0xcb00780 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId 75020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO ncclCommInitRankConfig comm 0xb49f8c0 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 67020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO ncclCommInitRankConfig comm 0xbd07c40 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 6b020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10301:10420 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 8 total 2.56 (kernels 0.23, alloc 1.00, bootstrap 0.26, allgathers 0.01, topo 0.61, graphs 0.01, connections 0.41, rest 0.04)
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO ncclCommInitRankConfig comm 0xc290400 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 6f020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO ncclCommInitRankConfig comm 0x9b51660 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 71020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10306:10423 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 8 total 2.55 (kernels 0.23, alloc 1.00, bootstrap 0.25, allgathers 0.01, topo 0.61, graphs 0.01, connections 0.43, rest 0.02)
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO ncclCommInitRankConfig comm 0xafefc80 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 65040 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO ncclCommInitRankConfig comm 0xd3bb1c0 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId 73020 commId 0x10e44603bcebd0e - Init COMPLETE
+t-20260527211936-cgtg8-worker-0:10300:10421 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 8 total 2.56 (kernels 0.23, alloc 1.00, bootstrap 0.25, allgathers 0.00, topo 0.61, graphs 0.01, connections 0.38, rest 0.06)
+t-20260527211936-cgtg8-worker-0:10302:10422 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 8 total 2.55 (kernels 0.24, alloc 1.00, bootstrap 0.25, allgathers 0.01, topo 0.61, graphs 0.01, connections 0.43, rest 0.02)
+t-20260527211936-cgtg8-worker-0:10303:10424 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 8 total 2.55 (kernels 0.23, alloc 1.01, bootstrap 0.24, allgathers 0.01, topo 0.61, graphs 0.01, connections 0.42, rest 0.03)
+t-20260527211936-cgtg8-worker-0:10304:10425 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 8 total 2.36 (kernels 1.06, alloc 0.23, bootstrap 0.00, allgathers 0.01, topo 0.61, graphs 0.01, connections 0.41, rest 0.04)
+t-20260527211936-cgtg8-worker-0:10299:10418 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 8 total 2.57 (kernels 0.23, alloc 0.97, bootstrap 0.31, allgathers 0.00, topo 0.61, graphs 0.01, connections 0.40, rest 0.05)
+t-20260527211936-cgtg8-worker-0:10305:10419 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 8 total 2.56 (kernels 0.23, alloc 1.00, bootstrap 0.25, allgathers 0.00, topo 0.61, graphs 0.01, connections 0.43, rest 0.02)
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+{
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+  "reject_txt": "cache/online_rejected.txt",
+  "out_dir": "runs/owt_t5_cleanstream_len1024_C1_to_64_d768_l12_h12_gbs512_8gpu_1m_lr3e4_20260527_132002",
+  "subset_size": 0,
+  "resume": "",
+  "steps": 1000000,
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+  "grad_accum": 2,
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+  "time_tokens": 4,
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+}
+[data] mode=cache rows=4916821 length=1024 vocab=32100 seen=8013769 dropped=1661562 bos=1:</s> eos=1:</s>
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diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_elftokenized_full_len1024_C1_to_1024_pow1_d768_l12_h12_gbs512_8gpu_50ep_lr3e4_elfopt_t5embed_unfixed_norm_stateprobadd_selfcond_ce_fast_trainlogit_mn0p9_s0p9_20260605_053046.log b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_elftokenized_full_len1024_C1_to_1024_pow1_d768_l12_h12_gbs512_8gpu_50ep_lr3e4_elfopt_t5embed_unfixed_norm_stateprobadd_selfcond_ce_fast_trainlogit_mn0p9_s0p9_20260605_053046.log
new file mode 100644
index 0000000000000000000000000000000000000000..072d7f4d941537f1cc5ead3186e52e8253f4656f
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_elftokenized_full_len1024_C1_to_1024_pow1_d768_l12_h12_gbs512_8gpu_50ep_lr3e4_elfopt_t5embed_unfixed_norm_stateprobadd_selfcond_ce_fast_trainlogit_mn0p9_s0p9_20260605_053046.log
@@ -0,0 +1,3678 @@
+[data] mode=elf_hfds direct-tokenized-fast path=/e2e-data/evad-tech-vla/wanghan58/data/embedded-language-flows/openwebtext-t5
+[data] t5_tokenized_arrow_shards=75 rows=9737184 steps_per_epoch_gbs512=19018 epochs=50 total_steps=950900
+[bridge] C=1->1024 schedule=exp
+[state-probadd] train: p_u=softmax(f(state,t)); state_in=state or (state+scale*p_u)/(1+scale); CE(f(state_in,t), y)
+[time] sample_dist=logit_normal logit_mean=-0.9 logit_std=0.9
+[embed] token_embed_init=t5_shared freeze_token_embed=0 freeze_t5_encoder=1
+[arch] time_conditioning=prefix time_tokens=4 use_abs_pos=1 state_self_cond_normalize=1
+[dist] nnodes=1 nproc_per_node=8 master=127.0.0.1:33041 node_rank=0
+[batch] batch_size=16 grad_accum=4
+W0605 05:30:50.609000 10383 torch/distributed/run.py:792] 
+W0605 05:30:50.609000 10383 torch/distributed/run.py:792] *****************************************
+W0605 05:30:50.609000 10383 torch/distributed/run.py:792] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. 
+W0605 05:30:50.609000 10383 torch/distributed/run.py:792] *****************************************
+[W605 05:30:53.949632445 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.954388052 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.969154272 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.974300637 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.976781978 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.976822605 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[W605 05:30:53.979115707 Utils.hpp:136] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
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+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 01/24 : 0 1 2 3 4 5 6 7
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+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO Trees [0] 3/-1/-1->2->1 [1] 3/-1/-1->2->1 [2] 3/-1/-1->2->1 [3] 3/-1/-1->2->1 [4] 3/-1/-1->2->1 [5] 3/-1/-1->2->1 [6] 3/-1/-1->2->1 [7] 3/-1/-1->2->1 [8] 3/-1/-1->2->1 [9] 3/-1/-1->2->1 [10] 3/-1/-1->2->1 [11] 3/-1/-1->2->1 [12] 3/-1/-1->2->1 [13] 3/-1/-1->2->1 [14] 3/-1/-1->2->1 [15] 3/-1/-1->2->1 [16] 3/-1/-1->2->1 [17] 3/-1/-1->2->1 [18] 3/-1/-1->2->1 [19] 3/-1/-1->2->1 [20] 3/-1/-1->2->1 [21] 3/-1/-1->2->1 [22] 3/-1/-1->2->1 [23] 3/-1/-1->2->1
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 04/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 05/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 06/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 07/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO Trees [0] 5/-1/-1->4->3 [1] 5/-1/-1->4->3 [2] 5/-1/-1->4->3 [3] 5/-1/-1->4->3 [4] 5/-1/-1->4->3 [5] 5/-1/-1->4->3 [6] 5/-1/-1->4->3 [7] 5/-1/-1->4->3 [8] 5/-1/-1->4->3 [9] 5/-1/-1->4->3 [10] 5/-1/-1->4->3 [11] 5/-1/-1->4->3 [12] 5/-1/-1->4->3 [13] 5/-1/-1->4->3 [14] 5/-1/-1->4->3 [15] 5/-1/-1->4->3 [16] 5/-1/-1->4->3 [17] 5/-1/-1->4->3 [18] 5/-1/-1->4->3 [19] 5/-1/-1->4->3 [20] 5/-1/-1->4->3 [21] 5/-1/-1->4->3 [22] 5/-1/-1->4->3 [23] 5/-1/-1->4->3
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO Trees [0] 6/-1/-1->5->4 [1] 6/-1/-1->5->4 [2] 6/-1/-1->5->4 [3] 6/-1/-1->5->4 [4] 6/-1/-1->5->4 [5] 6/-1/-1->5->4 [6] 6/-1/-1->5->4 [7] 6/-1/-1->5->4 [8] 6/-1/-1->5->4 [9] 6/-1/-1->5->4 [10] 6/-1/-1->5->4 [11] 6/-1/-1->5->4 [12] 6/-1/-1->5->4 [13] 6/-1/-1->5->4 [14] 6/-1/-1->5->4 [15] 6/-1/-1->5->4 [16] 6/-1/-1->5->4 [17] 6/-1/-1->5->4 [18] 6/-1/-1->5->4 [19] 6/-1/-1->5->4 [20] 6/-1/-1->5->4 [21] 6/-1/-1->5->4 [22] 6/-1/-1->5->4 [23] 6/-1/-1->5->4
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO Trees [0] 7/-1/-1->6->5 [1] 7/-1/-1->6->5 [2] 7/-1/-1->6->5 [3] 7/-1/-1->6->5 [4] 7/-1/-1->6->5 [5] 7/-1/-1->6->5 [6] 7/-1/-1->6->5 [7] 7/-1/-1->6->5 [8] 7/-1/-1->6->5 [9] 7/-1/-1->6->5 [10] 7/-1/-1->6->5 [11] 7/-1/-1->6->5 [12] 7/-1/-1->6->5 [13] 7/-1/-1->6->5 [14] 7/-1/-1->6->5 [15] 7/-1/-1->6->5 [16] 7/-1/-1->6->5 [17] 7/-1/-1->6->5 [18] 7/-1/-1->6->5 [19] 7/-1/-1->6->5 [20] 7/-1/-1->6->5 [21] 7/-1/-1->6->5 [22] 7/-1/-1->6->5 [23] 7/-1/-1->6->5
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 08/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO Trees [0] -1/-1/-1->7->6 [1] -1/-1/-1->7->6 [2] -1/-1/-1->7->6 [3] -1/-1/-1->7->6 [4] -1/-1/-1->7->6 [5] -1/-1/-1->7->6 [6] -1/-1/-1->7->6 [7] -1/-1/-1->7->6 [8] -1/-1/-1->7->6 [9] -1/-1/-1->7->6 [10] -1/-1/-1->7->6 [11] -1/-1/-1->7->6 [12] -1/-1/-1->7->6 [13] -1/-1/-1->7->6 [14] -1/-1/-1->7->6 [15] -1/-1/-1->7->6 [16] -1/-1/-1->7->6 [17] -1/-1/-1->7->6 [18] -1/-1/-1->7->6 [19] -1/-1/-1->7->6 [20] -1/-1/-1->7->6 [21] -1/-1/-1->7->6 [22] -1/-1/-1->7->6 [23] -1/-1/-1->7->6
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 09/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 10/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 11/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 12/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 13/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 14/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 15/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 16/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 17/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 18/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 19/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 20/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 21/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 22/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Channel 23/24 : 0 1 2 3 4 5 6 7
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO P2P Chunksize set to 524288
+t-20260605070657-t2n5b-worker-0:10451:10658 [1] NCCL INFO [Proxy Service] Device 1 CPU core 55
+t-20260605070657-t2n5b-worker-0:10451:10659 [1] NCCL INFO [Proxy Service UDS] Device 1 CPU core 57
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Check P2P Type intraNodeP2pSupport 1 directMode 0
+t-20260605070657-t2n5b-worker-0:10450:10660 [0] NCCL INFO [Proxy Service] Device 0 CPU core 4
+t-20260605070657-t2n5b-worker-0:10450:10661 [0] NCCL INFO [Proxy Service UDS] Device 0 CPU core 6
+t-20260605070657-t2n5b-worker-0:10455:10663 [5] NCCL INFO [Proxy Service UDS] Device 5 CPU core 102
+t-20260605070657-t2n5b-worker-0:10455:10662 [5] NCCL INFO [Proxy Service] Device 5 CPU core 101
+t-20260605070657-t2n5b-worker-0:10453:10664 [3] NCCL INFO [Proxy Service] Device 3 CPU core 4
+t-20260605070657-t2n5b-worker-0:10453:10665 [3] NCCL INFO [Proxy Service UDS] Device 3 CPU core 7
+t-20260605070657-t2n5b-worker-0:10457:10666 [7] NCCL INFO [Proxy Service] Device 7 CPU core 101
+t-20260605070657-t2n5b-worker-0:10457:10667 [7] NCCL INFO [Proxy Service UDS] Device 7 CPU core 102
+t-20260605070657-t2n5b-worker-0:10456:10668 [6] NCCL INFO [Proxy Service] Device 6 CPU core 92
+t-20260605070657-t2n5b-worker-0:10456:10669 [6] NCCL INFO [Proxy Service UDS] Device 6 CPU core 94
+t-20260605070657-t2n5b-worker-0:10454:10670 [4] NCCL INFO [Proxy Service] Device 4 CPU core 92
+t-20260605070657-t2n5b-worker-0:10454:10671 [4] NCCL INFO [Proxy Service UDS] Device 4 CPU core 94
+t-20260605070657-t2n5b-worker-0:10452:10672 [2] NCCL INFO [Proxy Service] Device 2 CPU core 68
+t-20260605070657-t2n5b-worker-0:10452:10673 [2] NCCL INFO [Proxy Service UDS] Device 2 CPU core 70
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO CC Off, workFifoBytes 1048576
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO ncclCommInitRankConfig comm 0x9969bf0 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 69020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO ncclCommInitRankConfig comm 0xa741340 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 6f020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO ncclCommInitRankConfig comm 0xa0c4400 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId 73020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO ncclCommInitRankConfig comm 0x9ea0340 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 67020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10452:10559 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 8 total 2.07 (kernels 0.23, alloc 0.99, bootstrap 0.02, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.03)
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260605070657-t2n5b-worker-0:10456:10558 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 8 total 2.07 (kernels 0.22, alloc 0.98, bootstrap 0.04, allgathers 0.00, topo 0.53, graphs 0.01, connections 0.26, rest 0.03)
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10454:10560 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 8 total 2.07 (kernels 0.22, alloc 0.98, bootstrap 0.03, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.03)
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO ncclCommInitRankConfig comm 0xb27fc90 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId 75020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO ncclCommInitRankConfig comm 0xb07aa40 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 6b020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO ncclCommInitRankConfig comm 0x98e9e00 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 71020 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10451:10563 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 8 total 2.07 (kernels 0.23, alloc 0.98, bootstrap 0.03, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.02)
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO ncclCommInitRankConfig comm 0xb7e5040 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 65040 commId 0x16ec4017fd9616e2 - Init COMPLETE
+t-20260605070657-t2n5b-worker-0:10457:10561 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 8 total 2.07 (kernels 0.26, alloc 0.96, bootstrap 0.02, allgathers 0.00, topo 0.53, graphs 0.02, connections 0.26, rest 0.03)
+t-20260605070657-t2n5b-worker-0:10453:10562 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 8 total 2.07 (kernels 0.22, alloc 0.96, bootstrap 0.06, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.02)
+t-20260605070657-t2n5b-worker-0:10455:10557 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 8 total 2.07 (kernels 0.25, alloc 0.97, bootstrap 0.02, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.03)
+t-20260605070657-t2n5b-worker-0:10450:10555 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 8 total 2.08 (kernels 0.20, alloc 0.75, bootstrap 0.30, allgathers 0.01, topo 0.53, graphs 0.01, connections 0.26, rest 0.02)
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+[rank1]:[W605 05:30:58.342602253 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank3]:[W605 05:30:58.343158627 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank2]:[W605 05:30:58.343411172 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank4]:[W605 05:30:58.343444188 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank0]:[W605 05:30:58.343450137 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank6]:[W605 05:30:58.343531129 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank7]:[W605 05:30:58.343576257 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+[rank5]:[W605 05:30:58.343601031 Utils.hpp:111] Warning: Environment variable NCCL_ASYNC_ERROR_HANDLING is deprecated; use TORCH_NCCL_ASYNC_ERROR_HANDLING instead (function operator())
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+{
+  "data_mode": "elf_hfds",
+  "cache_path": "cache/owt_t5_payload1022_appendeos1.pt",
+  "data_path": "/e2e-data/evad-tech-vla/wanghan58/data/embedded-language-flows/openwebtext-t5",
+  "tokenizer_path": "/e2e-data/evad-tech-vla/wanghan58/models/hf/t5-small/tokenizer.json",
+  "text_column": "text",
+  "pack_len": 1023,
+  "append_eos": 1,
+  "num_workers": 4,
+  "shuffle_buffer": 8192,
+  "reject_txt": "cache/online_rejected.txt",
+  "out_dir": "runs/owt_t5_elftokenized_full_len1024_C1_to_1024_pow1_d768_l12_h12_gbs512_8gpu_50ep_lr3e4_elfopt_t5embed_unfixed_norm_stateprobadd_selfcond_ce_fast_trainlogit_mn0p9_s0p9_20260605_053046",
+  "subset_size": 0,
+  "resume": "",
+  "steps": 950900,
+  "batch_size": 16,
+  "grad_accum": 4,
+  "lr": 0.0003,
+  "blr": 0.001,
+  "min_lr": 0.0,
+  "lr_schedule": "constant",
+  "warmup_steps": 200,
+  "warmup_epochs": -1.0,
+  "optimizer": "muon",
+  "weight_decay": 0.0,
+  "adam_beta1": 0.9,
+  "adam_beta2": 0.95,
+  "adam_eps": 1e-08,
+  "grad_clip": 1.0,
+  "log_every": 50,
+  "save_every": 1000,
+  "dim": 768,
+  "layers": 12,
+  "heads": 12,
+  "mlp_dim": 3072,
+  "time_tokens": 4,
+  "time_conditioning": "prefix",
+  "use_abs_pos": 1,
+  "time_sample_dist": "logit_normal",
+  "time_logit_mean": -0.9,
+  "time_logit_std": 0.9,
+  "token_embed_init": "t5_shared",
+  "token_embed_model_path": "/e2e-data/evad-tech-vla/wanghan58/models/hf/t5-small",
+  "token_embed_dim": 512,
+  "freeze_token_embed": 0,
+  "freeze_t5_encoder": 1,
+  "c_min": 1.0,
+  "c_max": 1024.0,
+  "c_schedule": "exp",
+  "concat_self_cond": 0,
+  "self_cond_ce": 0,
+  "self_cond_use_cfg_scale": 0,
+  "self_cond_input_cfg": 0,
+  "self_cond_cfg_distill": 0,
+  "self_cond_prob_add": 0,
+  "self_cond_prob_add_scale": 1.0,
+  "state_self_cond_prob_add": 1,
+  "state_self_cond_prob": 0.5,
+  "state_self_cond_scale": 1.0,
+  "state_self_cond_normalize": 1,
+  "state_mask_ratio_min": 0.0,
+  "state_mask_ratio_max": 0.0,
+  "self_cond_prob": 0.5,
+  "self_cond_cfg_min": 0.5,
+  "self_cond_cfg_max": 5.0,
+  "self_cond_cfg_formula": "elf",
+  "self_cond_kl_weight": 0.05,
+  "self_cond_kl_warmup": 1000,
+  "self_cond_teacher_temp": 1.0,
+  "seed": 1234,
+  "loader_batches_per_rank": 0,
+  "optimizer_steps_per_epoch": 0,
+  "steps_per_epoch": 0,
+  "effective_batch_size": 512
+}
+[data] mode=elf_hfds rows=elf_hfds length=1024 vocab=32100 seen=0 dropped=0 bos=1:</s> eos=1:</s>
+[optim] optimizer=muon lr=3.000000e-04 blr=1.000000e-03 effective_batch=512 warmup_steps=200 lr_schedule=constant wd=0.0 loader_batches_per_rank=0 optimizer_steps_per_epoch=0
+[embed] init=t5_shared dim=512 freeze=False freeze_t5_encoder=True model_path=/e2e-data/evad-tech-vla/wanghan58/models/hf/t5-small
+[arch] time_conditioning=prefix time_tokens=4 use_abs_pos=True state_mask_ratio=[0.0,0.0] time_sample=logit_normal logit_normal=(-0.9,0.9)
+[self_cond] ce=False use_cfg_scale=False input_cfg=False distill=False prob_add=False prob_add_scale=1.0 state_prob_add=True state_prob=0.5 state_scale=1.0 state_norm=True concat=False prob=0.5 scale=[0.5,5.0] formula=elf kl_weight=0.05 kl_warmup=1000 teacher_temp=1.0
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+Muon: 58 2D params; Nesterov-AdamW: 78 other params
+t-20260605070657-t2n5b-worker-0:10452:12000 [2] NCCL INFO NVLS comm 0x9969bf0 headRank 2 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10451:12002 [1] NCCL INFO NVLS comm 0x9ea0340 headRank 1 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10456:12004 [6] NCCL INFO NVLS comm 0xa0c4400 headRank 6 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10454:12003 [4] NCCL INFO NVLS comm 0xa741340 headRank 4 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10450:12001 [0] NCCL INFO NVLS comm 0xb7e5040 headRank 0 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10453:12005 [3] NCCL INFO NVLS comm 0xb07aa40 headRank 3 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10457:12006 [7] NCCL INFO NVLS comm 0xb27fc90 headRank 7 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+t-20260605070657-t2n5b-worker-0:10455:12007 [5] NCCL INFO NVLS comm 0x98e9e00 headRank 5 nHeads 8 buffSize 1048576 nvlsPerRankSize 33554432 nvlsTotalSize 268435456
+step=50 lr=7.500000e-05 loss=10.4328 ce=10.4328 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 2.2467746020993218e-05, 'pos0_bos_top1': 0, 'last_eos_p': 2.472760206728708e-05, 'last_eos_top1': 0}
+step=100 lr=1.500000e-04 loss=10.1867 ce=10.1867 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 2.480562216078397e-05, 'pos0_bos_top1': 0, 'last_eos_p': 2.7293592211208306e-05, 'last_eos_top1': 0}
+step=150 lr=2.250000e-04 loss=9.7011 ce=9.7011 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 2.8637277864618227e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.154286605422385e-05, 'last_eos_top1': 0}
+step=200 lr=3.000000e-04 loss=9.1150 ce=9.1150 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.339067188790068e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.704941991600208e-05, 'last_eos_top1': 0}
+step=250 lr=3.000000e-04 loss=8.3514 ce=8.3514 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.500767343211919e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.833792288787663e-05, 'last_eos_top1': 0}
+step=300 lr=3.000000e-04 loss=8.2667 ce=8.2667 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.407627445994876e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.57643912138883e-05, 'last_eos_top1': 0}
+step=350 lr=3.000000e-04 loss=7.6002 ce=7.6002 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.3958876883843914e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.643426680355333e-05, 'last_eos_top1': 0}
+step=400 lr=3.000000e-04 loss=7.4805 ce=7.4805 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.3351774618495256e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.7249708839226514e-05, 'last_eos_top1': 0}
+step=450 lr=3.000000e-04 loss=7.0746 ce=7.0746 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.3082207664847374e-05, 'pos0_bos_top1': 0, 'last_eos_p': 3.8649526686640456e-05, 'last_eos_top1': 0}
+step=500 lr=3.000000e-04 loss=7.2020 ce=7.2020 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.368994657648727e-05, 'pos0_bos_top1': 0, 'last_eos_p': 4.111116868443787e-05, 'last_eos_top1': 0}
+step=550 lr=3.000000e-04 loss=6.8385 ce=6.8385 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.4891170798800886e-05, 'pos0_bos_top1': 0, 'last_eos_p': 4.535020707407966e-05, 'last_eos_top1': 0}
+step=600 lr=3.000000e-04 loss=6.8129 ce=6.8129 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.7255224015098065e-05, 'pos0_bos_top1': 0, 'last_eos_p': 5.2474246331257746e-05, 'last_eos_top1': 0}
+step=650 lr=3.000000e-04 loss=6.8446 ce=6.8446 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.802633364102803e-05, 'pos0_bos_top1': 0, 'last_eos_p': 6.0115373344160616e-05, 'last_eos_top1': 0}
+step=700 lr=3.000000e-04 loss=6.6173 ce=6.6173 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.5358581953914836e-05, 'pos0_bos_top1': 0, 'last_eos_p': 6.871705409139395e-05, 'last_eos_top1': 0}
+step=750 lr=3.000000e-04 loss=6.1808 ce=6.1808 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 2.7717496777768247e-05, 'pos0_bos_top1': 0, 'last_eos_p': 8.251170220319182e-05, 'last_eos_top1': 0}
+step=800 lr=3.000000e-04 loss=6.4479 ce=6.4479 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 1.9316234102007e-05, 'pos0_bos_top1': 0, 'last_eos_p': 0.00010723010927904397, 'last_eos_top1': 0}
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+step=122650 lr=3.000000e-04 loss=4.0061 ce=4.0061 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 3.0598566809203476e-05, 'pos0_bos_top1': 0, 'last_eos_p': 0.00022261368576437235, 'last_eos_top1': 0}
+step=122700 lr=3.000000e-04 loss=3.3071 ce=3.3071 kl=0.0000 kl_w=0.0000 {'pos0_bos_p': 2.6367670216131955e-05, 'pos0_bos_top1': 0, 'last_eos_p': 0.00026432034792378545, 'last_eos_top1': 0}
+[exit] 2026-06-06T14:41:52+00:00 rc=0 run=owt_t5_elftokenized_full_len1024_C1_to_1024_pow1_d768_l12_h12_gbs512_8gpu_50ep_lr3e4_elfopt_t5embed_unfixed_norm_stateprobadd_selfcond_ce_fast_trainlogit_mn0p9_s0p9_20260605_053046
diff --git a/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_ultraclean10k_len1024_C4096_to_32768_exp_d768_l12_h12_gbs512_8gpu_40k_lr3e4_20260527_212316.log b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_ultraclean10k_len1024_C4096_to_32768_exp_d768_l12_h12_gbs512_8gpu_40k_lr3e4_20260527_212316.log
new file mode 100644
index 0000000000000000000000000000000000000000..65c4c6586fff6aee4a0eddb7ec149a6b54a89364
--- /dev/null
+++ b/LTA_openwebtext_dualt/mini_owt_logdirichlet/logs/owt_t5_ultraclean10k_len1024_C4096_to_32768_exp_d768_l12_h12_gbs512_8gpu_40k_lr3e4_20260527_212316.log
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+W0527 21:23:17.825000 10232 torch/distributed/run.py:792] 
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+W0527 21:23:17.825000 10232 torch/distributed/run.py:792] *****************************************
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+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO 24 coll channels, 24 collnet channels, 16 nvls channels, 32 p2p channels, 32 p2p channels per peer
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10299:10371 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10300:10375 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10301:10382 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10299:10371 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10304:10381 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v4 symbol.
+t-20260528052235-lvfnr-worker-0:10304:10381 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10300:10375 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10301:10382 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10299:10371 [0] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO ncclCommInitRankConfig comm 0x919e3e0 rank 6 nranks 8 cudaDev 6 nvmlDev 6 busId 73020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10301:10382 [2] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10300:10375 [1] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v3 symbol.
+t-20260528052235-lvfnr-worker-0:10304:10381 [5] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10299:10371 [0] NCCL INFO ncclCommInitRankConfig comm 0x95c7e40 rank 0 nranks 8 cudaDev 0 nvmlDev 0 busId 65040 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO ncclCommInitRankConfig comm 0xa010c30 rank 7 nranks 8 cudaDev 7 nvmlDev 7 busId 75020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO ncclCommInitRankConfig comm 0x8d69240 rank 3 nranks 8 cudaDev 3 nvmlDev 3 busId 6b020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO TUNER/Plugin: Failed to find ncclTunerPlugin_v2 symbol, using internal tuner instead.
+t-20260528052235-lvfnr-worker-0:10301:10382 [2] NCCL INFO ncclCommInitRankConfig comm 0xcec7380 rank 2 nranks 8 cudaDev 2 nvmlDev 2 busId 69020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10300:10375 [1] NCCL INFO ncclCommInitRankConfig comm 0xcebc1b0 rank 1 nranks 8 cudaDev 1 nvmlDev 1 busId 67020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10304:10381 [5] NCCL INFO ncclCommInitRankConfig comm 0xce66c40 rank 5 nranks 8 cudaDev 5 nvmlDev 5 busId 71020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10305:10374 [6] NCCL INFO Init timings - ncclCommInitRankConfig: rank 6 nranks 8 total 2.24 (kernels 0.24, alloc 0.45, bootstrap 0.60, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.36, rest 0.03)
+t-20260528052235-lvfnr-worker-0:10299:10371 [0] NCCL INFO Init timings - ncclCommInitRankConfig: rank 0 nranks 8 total 2.33 (kernels 0.19, alloc 0.29, bootstrap 0.90, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.38, rest 0.02)
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO ncclCommInitRankConfig comm 0xc7a6880 rank 4 nranks 8 cudaDev 4 nvmlDev 4 busId 6f020 commId 0x1a57b0265de3f8e1 - Init COMPLETE
+t-20260528052235-lvfnr-worker-0:10302:10373 [3] NCCL INFO Init timings - ncclCommInitRankConfig: rank 3 nranks 8 total 2.26 (kernels 0.22, alloc 0.48, bootstrap 0.62, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.37, rest 0.03)
+t-20260528052235-lvfnr-worker-0:10306:10372 [7] NCCL INFO Init timings - ncclCommInitRankConfig: rank 7 nranks 8 total 2.26 (kernels 0.21, alloc 0.47, bootstrap 0.63, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.37, rest 0.03)
+t-20260528052235-lvfnr-worker-0:10301:10382 [2] NCCL INFO Init timings - ncclCommInitRankConfig: rank 2 nranks 8 total 2.10 (kernels 0.51, alloc 0.64, bootstrap 0.00, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.38, rest 0.02)
+t-20260528052235-lvfnr-worker-0:10300:10375 [1] NCCL INFO Init timings - ncclCommInitRankConfig: rank 1 nranks 8 total 2.13 (kernels 0.49, alloc 0.69, bootstrap 0.00, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.38, rest 0.02)
+t-20260528052235-lvfnr-worker-0:10304:10381 [5] NCCL INFO Init timings - ncclCommInitRankConfig: rank 5 nranks 8 total 2.10 (kernels 0.49, alloc 0.66, bootstrap 0.00, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.36, rest 0.04)
+t-20260528052235-lvfnr-worker-0:10303:10377 [4] NCCL INFO Init timings - ncclCommInitRankConfig: rank 4 nranks 8 total 2.12 (kernels 0.47, alloc 0.71, bootstrap 0.00, allgathers 0.00, topo 0.54, graphs 0.01, connections 0.38, rest 0.01)
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 00/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 01/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 02/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 03/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 04/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 05/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 06/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 07/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 08/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 09/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 00/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 00/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 10/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 00/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 01/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 01/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 02/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 02/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 03/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 03/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 04/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 04/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 05/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 05/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 00/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 06/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 06/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 07/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 11/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 08/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 07/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 01/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 09/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 08/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 02/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 10/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 01/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 11/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 02/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 12/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 03/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 13/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 04/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 14/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 05/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 15/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 12/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 09/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 13/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 10/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 00/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 14/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 00/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 11/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 01/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 15/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10303:10473 [4] NCCL INFO Channel 00/0 : 4[4] -> 5[5] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 03/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 01/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 12/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 02/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 16/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10303:10473 [4] NCCL INFO Channel 01/0 : 4[4] -> 5[5] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 04/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 02/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 13/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 03/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 17/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10303:10473 [4] NCCL INFO Channel 02/0 : 4[4] -> 5[5] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 05/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 03/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 14/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 04/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 18/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 06/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10303:10473 [4] NCCL INFO Channel 03/0 : 4[4] -> 5[5] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 16/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 04/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 06/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 15/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 05/0 : 2[2] -> 3[3] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10299:10468 [0] NCCL INFO Channel 19/0 : 0[0] -> 1[1] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10303:10473 [4] NCCL INFO Channel 04/0 : 4[4] -> 5[5] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10306:10467 [7] NCCL INFO Channel 07/0 : 7[7] -> 0[0] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10305:10470 [6] NCCL INFO Channel 17/0 : 6[6] -> 7[7] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10304:10474 [5] NCCL INFO Channel 05/0 : 5[5] -> 6[6] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10302:10469 [3] NCCL INFO Channel 16/0 : 3[3] -> 4[4] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10300:10471 [1] NCCL INFO Channel 07/0 : 1[1] -> 2[2] via P2P/CUMEM
+t-20260528052235-lvfnr-worker-0:10301:10472 [2] NCCL INFO Channel 06/0 : 2[2] -> 3[3] via P2P/CUMEM
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+{
+  "data_mode": "cache",
+  "cache_path": "cache/owt_t5_stream_pack1023_ultraclean_probe80k_rowvalid_10k_seed20260527_appendeos1.pt",
+  "data_path": "/e2e-data/evad-tech-vla/wanghan58/data/small_benchmarks/langflow_2604_11748/openwebtext",
+  "tokenizer_path": "/e2e-data/evad-tech-vla/wanghan58/models/hf/t5-small/tokenizer.json",
+  "text_column": "text",
+  "pack_len": 1023,
+  "append_eos": 1,
+  "num_workers": 0,
+  "shuffle_buffer": 8192,
+  "reject_txt": "cache/online_rejected.txt",
+  "out_dir": "runs/owt_t5_ultraclean10k_len1024_C4096_to_32768_exp_d768_l12_h12_gbs512_8gpu_40k_lr3e4_20260527_212316",
+  "subset_size": 10000,
+  "resume": "",
+  "steps": 40000,
+  "batch_size": 32,
+  "grad_accum": 2,
+  "lr": 0.0003,
+  "log_every": 50,
+  "save_every": 1000,
+  "dim": 768,
+  "layers": 12,
+  "heads": 12,
+  "mlp_dim": 3072,
+  "time_tokens": 4,
+  "c_min": 4096.0,
+  "c_max": 32768.0,
+  "c_schedule": "exp",
+  "seed": 1234
+}
+[data] mode=cache rows=10000 length=1024 vocab=32100 seen=80003 dropped=15766 bos=1:</s> eos=1:</s>
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+step=50 loss=7.1228 {'pos0_bos_p': 0.0019045539665967226, 'pos0_bos_top1': 0, 'last_eos_p': 0.010252108797430992, 'last_eos_top1': 0}
+step=100 loss=7.1434 {'pos0_bos_p': 0.00042073283111676574, 'pos0_bos_top1': 0, 'last_eos_p': 0.9972795844078064, 'last_eos_top1': 4}
+step=150 loss=6.7899 {'pos0_bos_p': 0.0011103940196335316, 'pos0_bos_top1': 0, 'last_eos_p': 0.9403679966926575, 'last_eos_top1': 4}
+step=200 loss=6.5186 {'pos0_bos_p': 0.0008917325758375227, 'pos0_bos_top1': 0, 'last_eos_p': 0.9825672507286072, 'last_eos_top1': 4}
+step=250 loss=6.0590 {'pos0_bos_p': 0.001217335811816156, 'pos0_bos_top1': 0, 'last_eos_p': 0.9862273335456848, 'last_eos_top1': 4}
+step=300 loss=6.1027 {'pos0_bos_p': 0.002536393003538251, 'pos0_bos_top1': 0, 'last_eos_p': 0.9804686307907104, 'last_eos_top1': 4}
+step=350 loss=5.8705 {'pos0_bos_p': 0.001197237172164023, 'pos0_bos_top1': 0, 'last_eos_p': 0.9804034233093262, 'last_eos_top1': 4}
+step=400 loss=5.7510 {'pos0_bos_p': 0.001667062402702868, 'pos0_bos_top1': 0, 'last_eos_p': 0.9864185452461243, 'last_eos_top1': 4}
+step=450 loss=5.1534 {'pos0_bos_p': 0.0024044252932071686, 'pos0_bos_top1': 0, 'last_eos_p': 0.9860549569129944, 'last_eos_top1': 4}
+step=500 loss=5.1372 {'pos0_bos_p': 0.001829120796173811, 'pos0_bos_top1': 0, 'last_eos_p': 0.9869738817214966, 'last_eos_top1': 4}
+step=550 loss=5.2508 {'pos0_bos_p': 0.0011939660180360079, 'pos0_bos_top1': 0, 'last_eos_p': 0.9870648384094238, 'last_eos_top1': 4}
+step=600 loss=4.7833 {'pos0_bos_p': 0.001596515066921711, 'pos0_bos_top1': 0, 'last_eos_p': 0.9869128465652466, 'last_eos_top1': 4}
+step=650 loss=4.8124 {'pos0_bos_p': 0.001284916652366519, 'pos0_bos_top1': 0, 'last_eos_p': 0.9870219826698303, 'last_eos_top1': 4}
+step=700 loss=4.6599 {'pos0_bos_p': 0.0014337411848828197, 'pos0_bos_top1': 0, 'last_eos_p': 0.9863752722740173, 'last_eos_top1': 4}
+step=750 loss=4.4790 {'pos0_bos_p': 0.0012800463009625673, 'pos0_bos_top1': 0, 'last_eos_p': 0.987720787525177, 'last_eos_top1': 4}
+step=800 loss=4.5593 {'pos0_bos_p': 0.0014664315385743976, 'pos0_bos_top1': 0, 'last_eos_p': 0.9885030388832092, 'last_eos_top1': 4}
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