Training in progress, step 100
Browse files- .gitattributes +2 -0
- adapter_model.safetensors +1 -1
- all_generations.jsonl +2 -2
- checkpoint_events.jsonl +2 -0
- metrics.csv +51 -0
- metrics.jsonl +51 -0
- plots/arabic_gate_chain.png +3 -0
- plots/arabic_gate_run.png +3 -0
- plots/chain_metrics.jsonl +51 -0
- plots/kl_chain.png +2 -2
- plots/kl_run.png +2 -2
- plots/reward_panels_eval_chain.png +2 -2
- plots/reward_panels_eval_run.png +2 -2
- plots/reward_panels_train_chain.png +2 -2
- plots/reward_panels_train_run.png +2 -2
- plotter.pid +1 -1
- reward_meter_count_clean_debug.jsonl +0 -0
- train.log +51 -0
- train_stdout.log +172 -0
.gitattributes
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reward_meter_debug.jsonl filter=lfs diff=lfs merge=lfs -text
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plots/kl_chain.png filter=lfs diff=lfs merge=lfs -text
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reward_meter_debug.jsonl filter=lfs diff=lfs merge=lfs -text
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adapter_model.safetensors
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checkpoint_events.jsonl
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metrics.csv
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| 79 |
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| 80 |
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| 81 |
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| 82 |
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| 83 |
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| 84 |
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| 85 |
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| 86 |
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| 87 |
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| 88 |
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| 89 |
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|
| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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| 99 |
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| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
metrics.jsonl
CHANGED
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@@ -50,3 +50,54 @@
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| 50 |
{"timestamp_utc": "2026-04-11T19:08:52Z", "mode": "train", "global_step": 50, "epoch": 0.0019308001235712078, "loss": 0.1036, "grad_norm": 8.299102783203125, "learning_rate": 9.851515151515151e-06, "num_tokens": 101022.0, "completions/mean_length": 174.5, "completions/min_length": 114.0, "completions/max_length": 233.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 174.5, "completions/min_terminated_length": 114.0, "completions/max_terminated_length": 233.0, "rewards/meter_count_clean/mean": 0.41803598403930664, "rewards/meter_count_clean/std": 0.24869033694267273, "reward": 0.41803598403930664, "reward_std": 0.24869033694267273, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.22161900997161865, "sampling/sampling_logp_difference/max": 1.3848509788513184, "sampling/importance_sampling_ratio/min": 0.2503611147403717, "sampling/importance_sampling_ratio/mean": 1.0149977207183838, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.147744707763195, "entropy": 2.8749085068702698, "clip_ratio/low_mean": 0.07543548569083214, "clip_ratio/low_min": 0.07543548569083214, "clip_ratio/high_mean": 0.15510659664869308, "clip_ratio/high_max": 0.15510659664869308, "clip_ratio/region_mean": 0.23054208233952522, "reward_total_mean": 0.41803598403930664, "reward_meter_count_clean_mean": 0.41803598403930664, "reward_meter_count_clean_std": 0.24869033694267273}
|
| 51 |
{"timestamp_utc": "2026-04-11T19:10:17Z", "mode": "eval", "global_step": 50, "epoch": 0.0019308001235712078, "eval_loss": NaN, "eval_runtime": 84.0885, "eval_samples_per_second": 1.237, "eval_steps_per_second": 0.155, "eval_num_tokens": 101022.0, "eval_completions/mean_length": 197.5096153846154, "eval_completions/min_length": 40.46153846153846, "eval_completions/max_length": 424.38461538461536, "eval_completions/clipped_ratio": 0.04807692307692308, "eval_completions/mean_terminated_length": 182.15934518667368, "eval_completions/min_terminated_length": 40.46153846153846, "eval_completions/max_terminated_length": 356.0769230769231, "eval_rewards/meter_count_clean/mean": 0.3135691468532269, "eval_rewards/meter_count_clean/std": 0.29070903016970706, "eval_reward": 0.3135691468532269, "eval_reward_std": NaN, "eval_frac_reward_zero_std": 0.0, "eval_sampling/sampling_logp_difference/mean": 0.15005172731784674, "eval_sampling/sampling_logp_difference/max": 1.1673351434560924, "eval_sampling/importance_sampling_ratio/min": 0.3146973011585382, "eval_sampling/importance_sampling_ratio/mean": 1.0422258835572462, "eval_sampling/importance_sampling_ratio/max": 1.629158432667072, "eval_kl": 1.2288624094082758, "eval_entropy": 2.5429875483879676, "eval_clip_ratio/low_mean": 0.0, "eval_clip_ratio/low_min": 0.0, "eval_clip_ratio/high_mean": 0.0, "eval_clip_ratio/high_max": 0.0, "eval_clip_ratio/region_mean": 0.0, "eval_reward_total_mean": 0.3135691468532269, "eval_reward_meter_count_clean_mean": 0.3135691468532269, "eval_reward_meter_count_clean_std": 0.29070903016970706}
|
| 52 |
{"timestamp_utc": "2026-04-11T19:10:23Z", "mode": "train", "global_step": 51, "epoch": 0.001969416126042632, "loss": 0.0023, "grad_norm": 20.66379165649414, "learning_rate": 9.84848484848485e-06, "num_tokens": 102602.0, "completions/mean_length": 39.5, "completions/min_length": 29.0, "completions/max_length": 54.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 39.5, "completions/min_terminated_length": 29.0, "completions/max_terminated_length": 54.0, "rewards/meter_count_clean/mean": 0.48928219079971313, "rewards/meter_count_clean/std": 0.3961140215396881, "reward": 0.48928219079971313, "reward_std": 0.3961139917373657, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.24577820301055908, "sampling/sampling_logp_difference/max": 1.712418556213379, "sampling/importance_sampling_ratio/min": 0.1804288774728775, "sampling/importance_sampling_ratio/mean": 1.0036693811416626, "sampling/importance_sampling_ratio/max": 2.0, "kl": 2.125137120485306, "entropy": 2.0421162992715836, "clip_ratio/low_mean": 0.0884981770068407, "clip_ratio/low_min": 0.0884981770068407, "clip_ratio/high_mean": 0.13118881545960903, "clip_ratio/high_max": 0.13118881545960903, "clip_ratio/region_mean": 0.21968699246644974, "reward_total_mean": 0.48928219079971313, "reward_meter_count_clean_mean": 0.48928219079971313, "reward_meter_count_clean_std": 0.3961140215396881}
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| 50 |
{"timestamp_utc": "2026-04-11T19:08:52Z", "mode": "train", "global_step": 50, "epoch": 0.0019308001235712078, "loss": 0.1036, "grad_norm": 8.299102783203125, "learning_rate": 9.851515151515151e-06, "num_tokens": 101022.0, "completions/mean_length": 174.5, "completions/min_length": 114.0, "completions/max_length": 233.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 174.5, "completions/min_terminated_length": 114.0, "completions/max_terminated_length": 233.0, "rewards/meter_count_clean/mean": 0.41803598403930664, "rewards/meter_count_clean/std": 0.24869033694267273, "reward": 0.41803598403930664, "reward_std": 0.24869033694267273, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.22161900997161865, "sampling/sampling_logp_difference/max": 1.3848509788513184, "sampling/importance_sampling_ratio/min": 0.2503611147403717, "sampling/importance_sampling_ratio/mean": 1.0149977207183838, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.147744707763195, "entropy": 2.8749085068702698, "clip_ratio/low_mean": 0.07543548569083214, "clip_ratio/low_min": 0.07543548569083214, "clip_ratio/high_mean": 0.15510659664869308, "clip_ratio/high_max": 0.15510659664869308, "clip_ratio/region_mean": 0.23054208233952522, "reward_total_mean": 0.41803598403930664, "reward_meter_count_clean_mean": 0.41803598403930664, "reward_meter_count_clean_std": 0.24869033694267273}
|
| 51 |
{"timestamp_utc": "2026-04-11T19:10:17Z", "mode": "eval", "global_step": 50, "epoch": 0.0019308001235712078, "eval_loss": NaN, "eval_runtime": 84.0885, "eval_samples_per_second": 1.237, "eval_steps_per_second": 0.155, "eval_num_tokens": 101022.0, "eval_completions/mean_length": 197.5096153846154, "eval_completions/min_length": 40.46153846153846, "eval_completions/max_length": 424.38461538461536, "eval_completions/clipped_ratio": 0.04807692307692308, "eval_completions/mean_terminated_length": 182.15934518667368, "eval_completions/min_terminated_length": 40.46153846153846, "eval_completions/max_terminated_length": 356.0769230769231, "eval_rewards/meter_count_clean/mean": 0.3135691468532269, "eval_rewards/meter_count_clean/std": 0.29070903016970706, "eval_reward": 0.3135691468532269, "eval_reward_std": NaN, "eval_frac_reward_zero_std": 0.0, "eval_sampling/sampling_logp_difference/mean": 0.15005172731784674, "eval_sampling/sampling_logp_difference/max": 1.1673351434560924, "eval_sampling/importance_sampling_ratio/min": 0.3146973011585382, "eval_sampling/importance_sampling_ratio/mean": 1.0422258835572462, "eval_sampling/importance_sampling_ratio/max": 1.629158432667072, "eval_kl": 1.2288624094082758, "eval_entropy": 2.5429875483879676, "eval_clip_ratio/low_mean": 0.0, "eval_clip_ratio/low_min": 0.0, "eval_clip_ratio/high_mean": 0.0, "eval_clip_ratio/high_max": 0.0, "eval_clip_ratio/region_mean": 0.0, "eval_reward_total_mean": 0.3135691468532269, "eval_reward_meter_count_clean_mean": 0.3135691468532269, "eval_reward_meter_count_clean_std": 0.29070903016970706}
|
| 52 |
{"timestamp_utc": "2026-04-11T19:10:23Z", "mode": "train", "global_step": 51, "epoch": 0.001969416126042632, "loss": 0.0023, "grad_norm": 20.66379165649414, "learning_rate": 9.84848484848485e-06, "num_tokens": 102602.0, "completions/mean_length": 39.5, "completions/min_length": 29.0, "completions/max_length": 54.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 39.5, "completions/min_terminated_length": 29.0, "completions/max_terminated_length": 54.0, "rewards/meter_count_clean/mean": 0.48928219079971313, "rewards/meter_count_clean/std": 0.3961140215396881, "reward": 0.48928219079971313, "reward_std": 0.3961139917373657, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.24577820301055908, "sampling/sampling_logp_difference/max": 1.712418556213379, "sampling/importance_sampling_ratio/min": 0.1804288774728775, "sampling/importance_sampling_ratio/mean": 1.0036693811416626, "sampling/importance_sampling_ratio/max": 2.0, "kl": 2.125137120485306, "entropy": 2.0421162992715836, "clip_ratio/low_mean": 0.0884981770068407, "clip_ratio/low_min": 0.0884981770068407, "clip_ratio/high_mean": 0.13118881545960903, "clip_ratio/high_max": 0.13118881545960903, "clip_ratio/region_mean": 0.21968699246644974, "reward_total_mean": 0.48928219079971313, "reward_meter_count_clean_mean": 0.48928219079971313, "reward_meter_count_clean_std": 0.3961140215396881}
|
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| 90 |
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| 91 |
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| 92 |
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| 93 |
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| 94 |
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| 95 |
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|
| 96 |
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|
| 97 |
+
{"timestamp_utc": "2026-04-11T19:14:57Z", "mode": "train", "global_step": 96, "epoch": 0.0037071362372567192, "loss": 0.1136, "grad_norm": 8.879090309143066, "learning_rate": 9.712121212121213e-06, "num_tokens": 204182.0, "completions/mean_length": 98.625, "completions/min_length": 70.0, "completions/max_length": 150.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 98.625, "completions/min_terminated_length": 70.0, "completions/max_terminated_length": 150.0, "rewards/meter_count_clean/mean": 0.3730781078338623, "rewards/meter_count_clean/std": 0.2818770110607147, "reward": 0.3730781078338623, "reward_std": 0.2818770110607147, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.2376914918422699, "sampling/sampling_logp_difference/max": 1.6928377151489258, "sampling/importance_sampling_ratio/min": 0.18399666249752045, "sampling/importance_sampling_ratio/mean": 1.0496914386749268, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.5962010324001312, "entropy": 3.8312510550022125, "clip_ratio/low_mean": 0.1025804141536355, "clip_ratio/low_min": 0.1025804141536355, "clip_ratio/high_mean": 0.08833824284374714, "clip_ratio/high_max": 0.08833824284374714, "clip_ratio/region_mean": 0.19091865699738264, "reward_total_mean": 0.3730781078338623, "reward_meter_count_clean_mean": 0.3730781078338623, "reward_meter_count_clean_std": 0.2818770110607147}
|
| 98 |
+
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|
| 99 |
+
{"timestamp_utc": "2026-04-11T19:15:09Z", "mode": "train", "global_step": 98, "epoch": 0.0037843682421995675, "loss": 0.0945, "grad_norm": 9.53862190246582, "learning_rate": 9.706060606060606e-06, "num_tokens": 208238.0, "completions/mean_length": 84.375, "completions/min_length": 47.0, "completions/max_length": 113.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 84.375, "completions/min_terminated_length": 47.0, "completions/max_terminated_length": 113.0, "rewards/meter_count_clean/mean": 0.3455486297607422, "rewards/meter_count_clean/std": 0.4493013024330139, "reward": 0.3455486297607422, "reward_std": 0.4493013024330139, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.22088798880577087, "sampling/sampling_logp_difference/max": 1.6038808822631836, "sampling/importance_sampling_ratio/min": 0.2011144906282425, "sampling/importance_sampling_ratio/mean": 1.053009271621704, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.4000272899866104, "entropy": 3.3423550128936768, "clip_ratio/low_mean": 0.10318870935589075, "clip_ratio/low_min": 0.10318870935589075, "clip_ratio/high_mean": 0.08637197501957417, "clip_ratio/high_max": 0.08637197501957417, "clip_ratio/region_mean": 0.18956068437546492, "reward_total_mean": 0.3455486297607422, "reward_meter_count_clean_mean": 0.3455486297607422, "reward_meter_count_clean_std": 0.4493013024330139}
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| 100 |
+
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| 101 |
+
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|
| 102 |
+
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|
| 103 |
+
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plots/arabic_gate_chain.png
ADDED
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Git LFS Details
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plots/arabic_gate_run.png
ADDED
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Git LFS Details
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plots/chain_metrics.jsonl
CHANGED
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@@ -48,3 +48,54 @@
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| 48 |
{"timestamp_utc": "2026-04-11T19:08:41Z", "mode": "train", "global_step": 48, "epoch": 0.0018535681186283596, "loss": 0.0709, "grad_norm": 12.341552734375, "learning_rate": 9.857575757575758e-06, "num_tokens": 96454.0, "completions/mean_length": 108.875, "completions/min_length": 80.0, "completions/max_length": 136.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 108.875, "completions/min_terminated_length": 80.0, "completions/max_terminated_length": 136.0, "rewards/meter_count_clean/mean": 0.24804890155792236, "rewards/meter_count_clean/std": 0.3092200458049774, "reward": 0.24804890155792236, "reward_std": 0.3092200756072998, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.24694077670574188, "sampling/sampling_logp_difference/max": 2.129354476928711, "sampling/importance_sampling_ratio/min": 0.11891403049230576, "sampling/importance_sampling_ratio/mean": 1.0283019542694092, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.707380473613739, "entropy": 2.3587165027856827, "clip_ratio/low_mean": 0.1601727306842804, "clip_ratio/low_min": 0.1601727306842804, "clip_ratio/high_mean": 0.051593588665127754, "clip_ratio/high_max": 0.051593588665127754, "clip_ratio/region_mean": 0.21176631934940815, "reward_total_mean": 0.24804890155792236, "reward_meter_count_clean_mean": 0.24804890155792236, "reward_meter_count_clean_std": 0.3092200458049774, "run_id": "shaer_grpo_20260411_190212", "run_sequence_index": 0}
|
| 49 |
{"timestamp_utc": "2026-04-11T19:08:46Z", "mode": "train", "global_step": 49, "epoch": 0.0018921841210997837, "loss": 0.01, "grad_norm": 16.725326538085938, "learning_rate": 9.854545454545456e-06, "num_tokens": 98210.0, "completions/mean_length": 43.5, "completions/min_length": 32.0, "completions/max_length": 53.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 43.5, "completions/min_terminated_length": 32.0, "completions/max_terminated_length": 53.0, "rewards/meter_count_clean/mean": 0.730195164680481, "rewards/meter_count_clean/std": 0.38917961716651917, "reward": 0.730195164680481, "reward_std": 0.38917961716651917, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.2018795609474182, "sampling/sampling_logp_difference/max": 1.1117219924926758, "sampling/importance_sampling_ratio/min": 0.32899194955825806, "sampling/importance_sampling_ratio/mean": 1.0350096225738525, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.6390934735536575, "entropy": 2.2960819751024246, "clip_ratio/low_mean": 0.05414438620209694, "clip_ratio/low_min": 0.05414438620209694, "clip_ratio/high_mean": 0.1455232799053192, "clip_ratio/high_max": 0.1455232799053192, "clip_ratio/region_mean": 0.19966766610741615, "reward_total_mean": 0.730195164680481, "reward_meter_count_clean_mean": 0.730195164680481, "reward_meter_count_clean_std": 0.38917961716651917, "run_id": "shaer_grpo_20260411_190212", "run_sequence_index": 0}
|
| 50 |
{"timestamp_utc": "2026-04-11T19:08:52Z", "mode": "train", "global_step": 50, "epoch": 0.0019308001235712078, "loss": 0.1036, "grad_norm": 8.299102783203125, "learning_rate": 9.851515151515151e-06, "num_tokens": 101022.0, "completions/mean_length": 174.5, "completions/min_length": 114.0, "completions/max_length": 233.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 174.5, "completions/min_terminated_length": 114.0, "completions/max_terminated_length": 233.0, "rewards/meter_count_clean/mean": 0.41803598403930664, "rewards/meter_count_clean/std": 0.24869033694267273, "reward": 0.41803598403930664, "reward_std": 0.24869033694267273, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.22161900997161865, "sampling/sampling_logp_difference/max": 1.3848509788513184, "sampling/importance_sampling_ratio/min": 0.2503611147403717, "sampling/importance_sampling_ratio/mean": 1.0149977207183838, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.147744707763195, "entropy": 2.8749085068702698, "clip_ratio/low_mean": 0.07543548569083214, "clip_ratio/low_min": 0.07543548569083214, "clip_ratio/high_mean": 0.15510659664869308, "clip_ratio/high_max": 0.15510659664869308, "clip_ratio/region_mean": 0.23054208233952522, "reward_total_mean": 0.41803598403930664, "reward_meter_count_clean_mean": 0.41803598403930664, "reward_meter_count_clean_std": 0.24869033694267273, "run_id": "shaer_grpo_20260411_190212", "run_sequence_index": 0}
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| 48 |
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| 99 |
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| 100 |
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{"timestamp_utc": "2026-04-11T19:15:14Z", "mode": "train", "global_step": 99, "epoch": 0.0038229842446709916, "loss": 0.0352, "grad_norm": 12.195768356323242, "learning_rate": 9.703030303030305e-06, "num_tokens": 210203.0, "completions/mean_length": 70.625, "completions/min_length": 52.0, "completions/max_length": 100.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 70.625, "completions/min_terminated_length": 52.0, "completions/max_terminated_length": 100.0, "rewards/meter_count_clean/mean": 0.18750828504562378, "rewards/meter_count_clean/std": 0.18086771667003632, "reward": 0.18750828504562378, "reward_std": 0.1808677315711975, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.19442309439182281, "sampling/sampling_logp_difference/max": 1.4180307388305664, "sampling/importance_sampling_ratio/min": 0.24219049513339996, "sampling/importance_sampling_ratio/mean": 1.0437159538269043, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.4821452051401138, "entropy": 2.1659949123859406, "clip_ratio/low_mean": 0.13323841989040375, "clip_ratio/low_min": 0.13323841989040375, "clip_ratio/high_mean": 0.03570783603936434, "clip_ratio/high_max": 0.03570783603936434, "clip_ratio/region_mean": 0.16894625592976809, "reward_total_mean": 0.18750828504562378, "reward_meter_count_clean_mean": 0.18750828504562378, "reward_meter_count_clean_std": 0.18086771667003632, "run_id": "shaer_grpo_20260411_190212", "run_sequence_index": 0}
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{"timestamp_utc": "2026-04-11T19:15:19Z", "mode": "train", "global_step": 100, "epoch": 0.0038616002471424157, "loss": 0.0128, "grad_norm": 14.672683715820312, "learning_rate": 9.7e-06, "num_tokens": 211811.0, "completions/mean_length": 45.0, "completions/min_length": 29.0, "completions/max_length": 58.0, "completions/clipped_ratio": 0.0, "completions/mean_terminated_length": 45.0, "completions/min_terminated_length": 29.0, "completions/max_terminated_length": 58.0, "rewards/meter_count_clean/mean": 0.10674573481082916, "rewards/meter_count_clean/std": 0.08364997804164886, "reward": 0.10674573481082916, "reward_std": 0.08364997804164886, "frac_reward_zero_std": 0.0, "sampling/sampling_logp_difference/mean": 0.18656399846076965, "sampling/sampling_logp_difference/max": 1.3434593677520752, "sampling/importance_sampling_ratio/min": 0.26094141602516174, "sampling/importance_sampling_ratio/mean": 1.036841869354248, "sampling/importance_sampling_ratio/max": 2.0, "kl": 1.7658196240663528, "entropy": 2.016321301460266, "clip_ratio/low_mean": 0.08866940345615149, "clip_ratio/low_min": 0.08866940345615149, "clip_ratio/high_mean": 0.08358811773359776, "clip_ratio/high_max": 0.08358811773359776, "clip_ratio/region_mean": 0.17225752118974924, "reward_total_mean": 0.10674573481082916, "reward_meter_count_clean_mean": 0.10674573481082916, "reward_meter_count_clean_std": 0.08364997804164886, "run_id": "shaer_grpo_20260411_190212", "run_sequence_index": 0}
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[A/root/workspace/Shaer/grpo/.venv/lib/python3.11/site-packages/torch/utils/checkpoint.py:85: UserWarning: None of the inputs have requires_grad=True. Gradients will be None
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/root/workspace/Shaer/grpo/.venv/lib/python3.11/site-packages/trl/trainer/grpo_trainer.py:1450: UserWarning: std(): degrees of freedom is <= 0. Correction should be strictly less than the reduction factor (input numel divided by output numel). (Triggered internally at /pytorch/aten/src/ATen/native/ReduceOps.cpp:1839.)
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