laion/ablation-pymethods2test-seqnorm-15-8B
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Model: laion/ablation-pymethods2test-seqnorm-15-8B
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2026-08-08 06:25:19 +08:00
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async/discard_rate,async/discarded_count,async/effective_batch_groups,async/effective_batch_samples,async/staleness_max,async/staleness_mean,async/staleness_min,async/staleness_ratio,generate/avg_num_tokens,generate/avg_tokens_non_zero_rewards,generate/avg_tokens_zero_rewards,generate/max_num_tokens,generate/min_num_tokens,generate/std_num_tokens,loss/avg_final_rewards,loss/avg_raw_advantages,loss/avg_raw_advantages_abs,policy/final_loss,policy/log_ratio_abs_max,policy/log_ratio_abs_mean,policy/log_ratio_abs_p99,policy/log_ratio_abs_pos00,policy/log_ratio_abs_pos10,policy/log_ratio_abs_pos20,policy/log_ratio_abs_pos30,policy/log_ratio_abs_pos40,policy/log_ratio_abs_pos50,policy/log_ratio_abs_pos60,policy/log_ratio_abs_pos70,policy/log_ratio_abs_pos80,policy/log_ratio_abs_pos90,policy/n_tokens_dp_gt_10pct,policy/n_tokens_dp_gt_1pct,policy/n_tokens_dp_gt_50pct,policy/policy_entropy,policy/policy_loss,policy/policy_lr,policy/policy_update_steps,policy/ppo_clip_ratio,policy/raw_grad_norm,reward/avg_pass_at_8,reward/avg_raw_reward,system/process_rss_gb,system/process_vms_gb,system/ram_available_gb,system/ram_percent,system/ram_total_gb,system/ram_used_gb,timing/compute_advantages_and_returns,timing/convert_to_training_input,timing/fwd_logprobs_values_reward,timing/policy_train,timing/run_training,timing/save_hf_model,timing/step,timing/sync_weights,timing/train_critic_and_policy,timing/wait_for_generation_buffer,trainer/epoch,trainer/global_step,batch_errors/total_batches,batch_errors/total_instances,batch_errors/total_successful,batch_errors/total_failed,batch_errors/total_masked,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError
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1 async/discard_rate async/discarded_count async/effective_batch_groups async/effective_batch_samples async/staleness_max async/staleness_mean async/staleness_min async/staleness_ratio generate/avg_num_tokens generate/avg_tokens_non_zero_rewards generate/avg_tokens_zero_rewards generate/max_num_tokens generate/min_num_tokens generate/std_num_tokens loss/avg_final_rewards loss/avg_raw_advantages loss/avg_raw_advantages_abs policy/final_loss policy/log_ratio_abs_max policy/log_ratio_abs_mean policy/log_ratio_abs_p99 policy/log_ratio_abs_pos00 policy/log_ratio_abs_pos10 policy/log_ratio_abs_pos20 policy/log_ratio_abs_pos30 policy/log_ratio_abs_pos40 policy/log_ratio_abs_pos50 policy/log_ratio_abs_pos60 policy/log_ratio_abs_pos70 policy/log_ratio_abs_pos80 policy/log_ratio_abs_pos90 policy/n_tokens_dp_gt_10pct policy/n_tokens_dp_gt_1pct policy/n_tokens_dp_gt_50pct policy/policy_entropy policy/policy_loss policy/policy_lr policy/policy_update_steps policy/ppo_clip_ratio policy/raw_grad_norm reward/avg_pass_at_8 reward/avg_raw_reward system/process_rss_gb system/process_vms_gb system/ram_available_gb system/ram_percent system/ram_total_gb system/ram_used_gb timing/compute_advantages_and_returns timing/convert_to_training_input timing/fwd_logprobs_values_reward timing/policy_train timing/run_training timing/save_hf_model timing/step timing/sync_weights timing/train_critic_and_policy timing/wait_for_generation_buffer trainer/epoch trainer/global_step batch_errors/total_batches batch_errors/total_instances batch_errors/total_successful batch_errors/total_failed batch_errors/total_masked batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError
2 0.0 0 64 512 4 0.5469 0 0.25 4862.9727 4513.1443 5350.1168 31704 1 3892.5586 0.582 0.0105 0.1354 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1296 -0.0 0.0 1.0 0.0 0.0 0.6727 0.582 12.6295 50.548 561.5298 34.6 857.9675 296.4377 0.1256 4.65 69.6756 200.9736 271.0452 36.4673 4741.4969 23.1178 201.2433 4442.6837 0 65 37 296 277 13 19 0.40540540540540543 15 0.8918918918918919 33 0.08108108108108109 3.0
3 0.0 0 64 512 1 1.0 1 1.0 5066.0879 4639.2486 5299.4955 31799 1 5073.213 0.3535 0.0067 0.1205 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1309 -0.0 0.0 1.0 0.0 0.0 0.5 0.3535 12.7806 50.6748 627.205 26.9 857.9675 230.7626 0.0762 4.6149 37.9156 235.294 273.5463 605.1264 24.0294 235.5538 302.928 0 66 60 480 440 16 29 0.15 9 0.25 15 0.13333333333333333 8.0 42.5487 50.8663 0.18333333333333332 11.0
4 0.0 0 64 512 2 1.6719 0 0.9531 4734.041 5337.0905 4314.702 31845 1 3896.281 0.4102 0.0173 0.1281 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1301 -0.0 0.0 1.0 0.0 0.0 0.5156 0.4102 13.7043 50.7106 622.134 27.5 857.9675 235.8336 0.0668 4.5589 29.9015 188.6862 218.8452 1183.017 23.4914 188.8764 936.117 0 67 63 504 355 47 91 0.1111111111111111 7 0.20634920634920634 13 1.1587301587301588 73.0 0.3333333333333333 21.0 0.031746031746031744 2.0 0.5555555555555556 35.0
5 0.0 0 64 512 3 2.2969 0 0.9219 4292.0527 5313.4359 3989.5165 31752 1 4965.0243 0.2285 0.0361 0.1284 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1007 -0.0 0.0 1.0 0.0 0.0 0.3594 0.2285 13.7788 50.7601 620.5532 27.7 857.9675 237.4144 0.0656 4.7095 31.3857 214.771 246.5058 5067.1626 19.1151 215.0541 4796.8269 0 68 61 488 276 57 125 0.04918032786885246 3 0.18032786885245902 11 1.8524590163934427 113.0 0.0088 8.3963 0.7868852459016393 48.0 0.03278688524590164 2.0 0.6065573770491803 37.0 0.01639344262295082 1.0
6 0.0 0 64 512 4 2.0312 0 0.9844 2689.0547 4481.0945 2097.9143 16225 1 3499.4794 0.248 0.064 0.1772 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.078 -0.0 0.0 1.0 0.0 0.0 0.5 0.248 13.5363 50.52 618.4584 27.9 857.9675 239.5091 0.0562 2.4372 19.9013 140.6377 160.7959 2845.5649 19.1755 140.8378 2663.1483 0 69 56 448 218 54 89 0.125 7 0.07142857142857142 4 1.8392857142857142 103.0 2.4464285714285716 137.0 0.30357142857142855 17.0
7 0.0 0 64 512 3 1.8125 0 0.9531 1819.6953 3456.2381 1285.487 16720 1 2446.8912 0.2461 0.1768 0.2232 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0662 -0.0 0.0 1.0 0.0 0.0 0.5469 0.2461 13.6124 50.5903 620.05 27.7 857.9675 237.9175 0.0369 2.372 14.1649 102.8323 117.1881 8.0763 2600.3087 18.8825 102.9859 2461.8638 0 70 58 464 355 32 36 0.08620689655172414 5 0.13793103448275862 8 0.39655172413793105 23.0 0.0078 17.8975 1.3620689655172413 79.0 0.05172413793103448 3.0 0.017241379310344827 1.0
8 0.0 0 64 512 3 1.4375 0 0.9219 3140.1328 3793.3929 2632.0417 31776 1 3649.7812 0.4375 0.0669 0.1491 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0942 -0.0 0.0 1.0 0.0 0.0 0.6094 0.4375 13.8658 50.8432 615.5933 28.2 857.9675 242.3742 0.0646 4.3413 26.1997 152.3269 178.7983 1848.2381 19.4477 152.5336 1645.6483 0 71 54 432 346 33 32 0.1111111111111111 6 0.2222222222222222 12 0.42592592592592593 23.0 0.7962962962962963 43.0 0.018518518518518517 1.0 0.3333333333333333 18.0 0.018518518518518517 1.0
9 0.0 0 64 512 4 1.7344 0 0.9062 3757.4688 3691.0625 3792.253 31727 1 3971.7082 0.3438 0.0297 0.0921 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1108 -0.0 0.0 1.0 0.0 0.0 0.4531 0.3438 13.8605 50.8377 617.5437 28.0 857.9675 240.4238 0.0696 4.3975 27.0854 166.2132 193.5822 3286.0053 18.9345 166.4269 3069.0865 0 72 64 512 326 56 112 0.171875 11 0.1875 12 1.421875 91.0 0.008 82.4332 0.5625 36.0 0.015625 1.0 0.578125 37.0 0.015625 1.0
10 0.0 0 64 512 4 1.9844 0 0.9375 3025.4746 4412.386 2628.2186 31668 1 3575.8498 0.2227 0.0329 0.1432 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0848 -0.0 0.0 1.0 0.0 0.0 0.3594 0.2227 13.8521 50.8289 615.4798 28.3 857.9675 242.4877 0.0891 4.3699 23.2891 149.6715 173.2579 2698.0374 18.0666 149.8792 2502.3368 0 73 60 480 337 49 48 0.03333333333333333 2 0.2 12 0.6166666666666667 37.0 1.4166666666666667 85.0 0.016666666666666666 1.0 0.15 9.0 0.016666666666666666 1.0
11 0.0 0 64 512 4 1.7031 0 0.9375 3082.4863 3622.4722 2871.1875 31787 1 3677.9858 0.2812 0.0609 0.1265 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0914 -0.0 0.0 1.0 0.0 0.0 0.4844 0.2812 13.8518 50.893 614.1329 28.4 857.9675 243.8346 0.0647 4.3386 23.0836 150.3708 173.7147 1731.4236 19.0162 150.566 1534.3491 0 74 60 480 414 31 29 0.06666666666666667 4 0.3 18 0.1 6.0 0.0081 8.0639 0.5666666666666667 34.0 0.016666666666666666 1.0 0.05 3.0 0.016666666666666666 1.0
12 0.0 0 64 512 4 1.8281 1 1.0 3949.6445 4464.3611 3450.7654 25386 1 3103.6693 0.4922 0.0245 0.1625 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1116 -0.0 0.0 1.0 0.0 0.0 0.6406 0.4922 13.816 50.7961 612.8476 28.6 857.9675 245.1199 0.0558 3.786 27.4207 148.2987 175.969 5.8565 1591.7732 20.678 148.4921 1391.3251 0 75 61 488 446 18 27 0.08196721311475409 5 0.32786885245901637 20 0.2459016393442623 15.0 0.03278688524590164 2.0
13 0.0 0 64 512 3 2.2344 2 1.0 4071.6719 3826.4317 4208.0821 31779 1 3359.4605 0.3574 0.0041 0.1367 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.122 -0.0 0.0 1.0 0.0 0.0 0.5312 0.3574 14.0157 51.0362 611.0781 28.8 857.9675 246.8895 0.0659 4.5298 25.7335 158.3383 184.3538 1915.8699 20.5904 158.5541 1706.3756 0 76 64 512 469 18 35 0.125 8 0.453125 29 0.046875 3.0 0.0081 8.0145 0.125 8.0 0.015625 1.0
14 0.0 0 64 512 3 3.0 3 1.0 4338.9863 4198.9942 4409.1877 31653 1 3668.1638 0.334 -0.002 0.0705 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1292 0.0 0.0 1.0 0.0 0.0 0.4375 0.334 14.2828 51.3484 609.1068 29.0 857.9675 248.8608 0.0664 4.5496 30.742 170.001 201.0159 1171.6576 21.017 170.2071 945.0538 0 77 64 512 430 36 63 0.640625 41 0.3125 20 0.03125 2.0 0.296875 19.0
15 0.0 0 64 512 4 4.0 4 1.0 4903.0371 5346.2614 4811.0472 23634 1 4141.1011 0.1719 0.0046 0.11 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1267 -0.0 0.0 1.0 0.0 0.0 0.3438 0.1719 14.4365 51.4758 607.8784 29.1 857.9675 250.0891 0.0511 3.6578 32.3641 188.0312 220.6809 1996.031 19.1079 188.2653 1752.5626 0 78 93 744 701 23 38 0.2903225806451613 27 0.08602150537634409 8 0.0078 10.0346 0.043010752688172046 4.0 0.010752688172043012 1.0 0.03225806451612903 3.0
16 0.0 0 64 512 0 0.0 0 0.0 3705.6719 3357.3361 4578.8973 26629 1 2424.7377 0.7148 0.0124 0.095 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1105 -0.0 0.0 1.0 0.0 0.0 0.7812 0.7148 14.4194 51.4582 606.2361 29.3 857.9675 251.7314 0.0598 3.8365 25.5076 130.5443 156.312 3207.1053 20.9174 130.7441 3026.017 1 79 60 480 452 12 21 0.1 6 0.16666666666666666 10 0.11666666666666667 7.0 0.1 6.0
17 0.0 0 64 512 1 0.8281 0 0.8281 4801.8926 4507.3876 5101.0354 21141 1 3692.5927 0.5039 0.0145 0.122 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1225 -0.0 0.0 1.0 0.0 0.0 0.625 0.5039 14.3202 51.3997 605.6434 29.4 857.9675 252.3241 0.0464 3.3871 30.1146 181.7158 212.1128 5.9826 1758.6001 22.0893 181.9515 1521.007 1 80 64 512 455 31 55 0.078125 5 0.53125 34 0.09375 6.0 0.0078 11.1322 0.03125 2.0 0.171875 11.0