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attention_kindselective_n_heads4_seed1345/args.json
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1345", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1345, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr":
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{"hellaswag": true, "attention_kind": "selective", "log_dir": "wider_is_better_9/attention_kindselective_n_heads4_seed1345", "resume_checkpoint": null, "resume_optimizer": false, "add_a_head": false, "add_head_to_start": true, "new_head_init": "normal", "n_heads": 4, "protect_bos_token": true, "prevent_from_masking_myself": true, "max_steps": 8750, "warmup_steps": 500, "group": "wider_is_better_9", "use_wandb": true, "kill_self_after_run": false, "random_seed": 1345, "memory_penalty_epsilon": 0.1, "selection_head_linear_combo": "none", "selection_head_linear_combo_scale": 1.0, "protection_kind": "none", "leaky_relu_alpha": null, "leaky_relu_bias": null, "use_compile": true, "use_mini_model": false, "upload_to_hf": true, "seq_len": 256, "batch_size": 120, "total_batch_size": 61440, "protection_head_scaling_factor": 1.0, "protection_head_bias": 0.0, "n_sliced_masks": null, "n_latent_masks": null, "mask_layernorm": false, "residual_attention_masks": false, "compute_base_shapes": false, "base_shapes_savefile": null, "mup": true, "disable_selection": false, "mup_enable_coord_check_logging": false, "max_lr": 6e-05, "decay_lr": true, "readout_zero_init": false, "query_zero_init": false, "l1_loss": false, "debugpy": false, "key": "6e-5_61440_4_1345", "n_embd": 256}
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attention_kindselective_n_heads4_seed1345/log2.txt
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max_steps: 8750
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0 val loss 11.2669
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0 val perplexity 78187.7734
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2700 val loss 6.0633
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2700 val perplexity 429.8103
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2700 train 6.086275 (lr=4.2555e-05) (hash(x)=163195606)
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2800 val loss 6.2056
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2800 val perplexity 495.5253
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2800 train 6.111760 (lr=3.3526e-05) (hash(x)=154078337)
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2800 val loss 6.0311
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2800 val perplexity 416.1743
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2800 train 5.942109 (lr=4.1908e-05) (hash(x)=154078337)
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2900 val loss 6.1913
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2900 val perplexity 488.5019
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2900 train 6.053054 (lr=3.2992e-05) (hash(x)=145186687)
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2900 val loss 6.0149
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2900 val perplexity 409.4986
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2900 train 5.887829 (lr=4.1240e-05) (hash(x)=145186687)
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3000 val loss 6.1616
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3000 val perplexity 474.1754
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3000 train 6.120342 (lr=3.2441e-05) (hash(x)=149726716)
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3000 val loss 5.9870
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3000 val perplexity 398.2309
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3000 train 5.952100 (lr=4.0551e-05) (hash(x)=149726716)
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3100 val loss 6.1420
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3100 val perplexity 465.0009
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3100 train 6.068071 (lr=3.1875e-05) (hash(x)=151122509)
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3100 val loss 5.9691
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3100 val perplexity 391.1497
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3100 train 5.889432 (lr=3.9844e-05) (hash(x)=151122509)
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3200 val loss 6.1261
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3200 val perplexity 457.6258
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3200 train 6.096629 (lr=3.1295e-05) (hash(x)=152172187)
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3200 val loss 5.9580
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3200 val perplexity 386.8179
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3200 train 5.925971 (lr=3.9119e-05) (hash(x)=152172187)
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3300 val loss 6.1072
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3300 val perplexity 449.0725
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3300 train 6.041915 (lr=3.0702e-05) (hash(x)=150581974)
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3300 val loss 5.9352
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3300 val perplexity 378.1105
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3300 train 5.872858 (lr=3.8377e-05) (hash(x)=150581974)
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3400 val loss 6.0943
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3400 val perplexity 443.3019
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3400 train 6.023142 (lr=3.0095e-05) (hash(x)=160061666)
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3400 val loss 5.9239
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3400 val perplexity 373.8839
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3400 train 5.847596 (lr=3.7619e-05) (hash(x)=160061666)
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3500 val loss 6.0703
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3500 val perplexity 432.8308
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3500 train 6.021031 (lr=2.9477e-05) (hash(x)=150556913)
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3500 val loss 5.8993
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3500 val perplexity 364.7906
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3500 train 5.848571 (lr=3.6847e-05) (hash(x)=150556913)
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3600 val loss 6.0600
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3600 val perplexity 428.3789
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3600 train 5.965510 (lr=2.8849e-05) (hash(x)=148311961)
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3600 val loss 5.8786
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3600 val perplexity 357.2937
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3600 train 5.785236 (lr=3.6061e-05) (hash(x)=148311961)
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3700 val loss 6.0418
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3700 val perplexity 420.6604
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3700 val loss 5.8685
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3700 val perplexity 353.7125
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3800 val loss 6.0221
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3800 val perplexity 412.4275
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3800 train 6.032154 (lr=2.7562e-05) (hash(x)=148428531)
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3800 val loss 5.8474
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3800 val perplexity 346.3270
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3800 train 5.850537 (lr=3.4453e-05) (hash(x)=148428531)
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3900 val loss 6.0072
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3900 val perplexity 406.3344
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3900 train 5.885365 (lr=2.6907e-05) (hash(x)=142448374)
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3900 val loss 5.8296
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3900 val perplexity 340.2376
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3900 train 5.704201 (lr=3.3633e-05) (hash(x)=142448374)
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4000 val loss 5.9996
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4000 val perplexity 403.2542
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4000 train 5.928854 (lr=2.6244e-05) (hash(x)=158002288)
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4000 val loss 5.8199
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4000 val perplexity 336.9466
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4000 train 5.747924 (lr=3.2805e-05) (hash(x)=158002288)
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4100 val loss 5.9774
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4100 val perplexity 394.4323
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4100 train 5.919015 (lr=2.5575e-05) (hash(x)=151388626)
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4100 val loss 5.7989
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4100 val perplexity 329.9272
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4100 train 5.736006 (lr=3.1968e-05) (hash(x)=151388626)
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4200 val loss 5.9657
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4200 val perplexity 389.8166
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4200 train 5.885614 (lr=2.4900e-05) (hash(x)=145123294)
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4200 val loss 5.7855
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4200 val perplexity 325.5608
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4200 train 5.711619 (lr=3.1126e-05) (hash(x)=145123294)
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4300 val loss 5.9532
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4300 val perplexity 384.9809
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4300 train 5.826245 (lr=2.4222e-05) (hash(x)=145869150)
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4300 val loss 5.7755
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4300 val perplexity 322.3113
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4300 train 5.656160 (lr=3.0277e-05) (hash(x)=145869150)
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4400 val loss 5.9471
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4400 val perplexity 382.6427
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4400 train 5.974758 (lr=2.3540e-05) (hash(x)=146923320)
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4400 val loss 5.7648
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4400 val perplexity 318.8671
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4400 train 5.801609 (lr=2.9425e-05) (hash(x)=146923320)
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4500 val loss 5.9267
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4500 val perplexity 374.9101
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4500 train 5.747364 (lr=2.2856e-05) (hash(x)=146720819)
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4500 val loss 5.7480
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4500 val perplexity 313.5577
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4500 train 5.575530 (lr=2.8571e-05) (hash(x)=146720819)
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4600 val loss 5.9185
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4600 val perplexity 371.8680
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4600 train 5.661109 (lr=2.2171e-05) (hash(x)=140342909)
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4600 val loss 5.7397
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4600 val perplexity 310.9650
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4600 train 5.495009 (lr=2.7714e-05) (hash(x)=140342909)
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4700 val loss 5.9109
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4700 val perplexity 369.0468
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4700 train 6.058608 (lr=2.1486e-05) (hash(x)=163866463)
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4700 val loss 5.7257
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4700 val perplexity 306.6404
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4700 train 5.864868 (lr=2.6857e-05) (hash(x)=163866463)
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4800 val loss 5.8930
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4800 val perplexity 362.4748
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4800 train 5.589387 (lr=2.0801e-05) (hash(x)=133459145)
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4800 val loss 5.7127
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4800 val perplexity 302.6829
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4800 train 5.398318 (lr=2.6002e-05) (hash(x)=133459145)
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4900 val loss 5.8848
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4900 val perplexity 359.5341
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4900 train 5.686441 (lr=2.0118e-05) (hash(x)=143144356)
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4900 val loss 5.7034
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4900 val perplexity 299.8943
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4900 train 5.506179 (lr=2.5148e-05) (hash(x)=143144356)
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5000 val loss 5.9014
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5000 val perplexity 365.5357
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5000 train 5.793544 (lr=1.9438e-05) (hash(x)=132636494)
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5000 val loss 5.7167
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5000 val perplexity 303.8913
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5000 train 5.627277 (lr=2.4298e-05) (hash(x)=132636494)
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5100 val loss 5.8627
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5100 val perplexity 351.6631
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5100 train 5.787260 (lr=1.8762e-05) (hash(x)=157278728)
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5100 val loss 5.6822
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5100 val perplexity 293.6040
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5100 train 5.602773 (lr=2.3452e-05) (hash(x)=157278728)
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5200 val loss 5.8544
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5200 val perplexity 348.7502
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5200 train 5.707648 (lr=1.8090e-05) (hash(x)=148198434)
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5200 val loss 5.6738
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5200 val perplexity 291.1431
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5200 train 5.524666 (lr=2.2613e-05) (hash(x)=148198434)
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5300 val loss 5.8439
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5300 val perplexity 345.1328
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5300 train 5.773888 (lr=1.7424e-05) (hash(x)=138380906)
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5300 val loss 5.6625
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5300 val perplexity 287.8815
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5300 train 5.588348 (lr=2.1780e-05) (hash(x)=138380906)
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5400 val loss 5.8330
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5400 val perplexity 341.3846
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5400 train 5.928821 (lr=1.6765e-05) (hash(x)=163441464)
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5400 val loss 5.6512
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5400 val perplexity 284.6234
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5400 train 5.733276 (lr=2.0956e-05) (hash(x)=163441464)
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5500 val loss 5.8272
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5500 val perplexity 339.
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5500 train 5.
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| 167 |
5500 val loss 5.8272
|
| 168 |
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5500 val perplexity 339.4170
|
| 169 |
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|
| 170 |
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5600 val loss 5.8127
|
| 171 |
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5600 val perplexity 334.5254
|
| 172 |
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5600 train 5.842416 (lr=2.3204e-05) (hash(x)=148449981)
|
| 173 |
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5700 val loss 5.8027
|
| 174 |
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5700 val perplexity 331.1774
|
| 175 |
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5700 train 5.693919 (lr=2.2253e-05) (hash(x)=139300274)
|
| 176 |
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5800 val loss 5.7951
|
| 177 |
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5800 val perplexity 328.6917
|
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|
| 179 |
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5900 val loss 5.7837
|
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|
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|
| 182 |
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6000 val loss 5.7775
|
| 183 |
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6000 val perplexity 322.9481
|
| 184 |
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6000 train 5.678282 (lr=1.9500e-05) (hash(x)=145414657)
|
| 185 |
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6100 val loss 5.7698
|
| 186 |
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|
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|
| 188 |
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6200 val loss 5.7579
|
| 189 |
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6200 val perplexity 316.6911
|
| 190 |
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6200 train 5.798489 (lr=1.7760e-05) (hash(x)=155783358)
|
| 191 |
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6300 val loss 5.7509
|
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6300 val perplexity 314.4768
|
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|
| 194 |
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6400 val loss 5.7465
|
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6400 val perplexity 313.1020
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 215 |
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7100 val loss 5.7028
|
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|
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|
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|
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|
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|
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|
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7700 val loss 5.6764
|
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|
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|
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7800 val loss 5.6739
|
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|
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7900 val loss 5.6663
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|
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|
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8000 val loss 5.6648
|
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8000 val perplexity 288.5190
|
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8000 train 5.780615 (lr=7.0937e-06) (hash(x)=158007655)
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8100 val loss 5.6641
|
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8100 val perplexity 288.3269
|
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8100 train 5.724568 (lr=6.8229e-06) (hash(x)=158030048)
|
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8200 val loss 5.6592
|
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8200 val perplexity 286.9110
|
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8200 train 5.510582 (lr=6.5900e-06) (hash(x)=150674725)
|
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8300 val loss 5.6571
|
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8300 val perplexity 286.3263
|
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8300 train 5.562442 (lr=6.3954e-06) (hash(x)=150805711)
|
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8400 val loss 5.6521
|
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8400 val perplexity 284.8779
|
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|
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8500 val loss 5.6513
|
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8500 val perplexity 284.6625
|
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|
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8600 val loss 5.6482
|
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8600 val perplexity 283.7753
|
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8600 train 5.684916 (lr=6.0440e-06) (hash(x)=154911352)
|
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8700 val loss 5.6456
|
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8700 val perplexity 283.0405
|
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|
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8749 val loss 5.6443
|
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8749 val perplexity 282.6697
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attention_kindselective_n_heads4_seed1345/model_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 92843394
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|
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version https://git-lfs.github.com/spec/v1
|
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+
oid sha256:cbe65aa68ce8a1b132bdcc93dd306f10bd3d23a968a6861cbaed251ab68445e7
|
| 3 |
size 92843394
|
attention_kindselective_n_heads4_seed1345/optimizer_08749.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
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|
| 3 |
size 179406214
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size 179406214
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