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Model: laion/ablation-pymethods2test-seqmean-arm0-tis-15-8B
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2026-08-09 05:27:18 +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,generate/tis/aligned_tokens,generate/tis/alignment_fail_count,generate/tis/exact_match_fraction,generate/tis/lcs_fallback_fraction,generate/tis/lcs_fallback_messages,generate/tis/unaligned_fraction,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,policy/rollout_train_prob_diff_mean,policy/rollout_train_prob_diff_std,policy/tis/imp_ratio_capped_fraction,policy/tis/imp_ratio_mean,policy/tis/log_ratio_abs_mean,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,tis/batch_skipped_no_logprobs,tis/skipped_fraction,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_DaytonaError,batch_errors/total_DaytonaError,batch_errors/avg_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError
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0.0,0,64,512,4,2.0469,0,0.9219,4275.6836,3941.0486,4465.0031,31662,1,4375.7459,1463491.0,11.0,0.9714,0.0,0.0,0.0286,0.3613,-0.0046,0.1022,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0408,0.0,0.0,1.0,0.0,0.0216,4036787148161024.0,4.865830434606416e+18,0.0,0.8604,0.0139,0.4688,0.3613,16.6034,53.5885,576.6667,32.8,857.9675,281.3008,0.157,6.1578,33.4267,203.4849,237.3352,5.8658,1613.5996,28.3574,203.7511,1341.7459,0.0,0.0,0,55,61,488,424,21,57,0.04918032786885246,3,0.819672131147541,50,0.01639344262295082,1.0,0.11475409836065574,7.0,0.14754098360655737,9.0,,,,,,
0.0,0,64,512,4,1.7344,0,0.8906,4390.9277,3929.1513,4585.9,31767,1,4238.3757,1548471.0,22.0,0.9401,0.0,0.0,0.0599,0.2969,-0.001,0.0628,-0.0001,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.045,-0.0042,0.0,1.0,0.0,0.015,8617810003492864.0,1.0647384730359562e+19,0.0,0.8761,0.015,0.375,0.2969,16.7065,53.8438,576.3802,32.8,857.9675,281.5873,0.0907,6.1411,30.9645,191.9417,223.2241,,1633.3771,35.1631,192.1684,1368.8439,0.0,0.0,0,56,64,512,478,15,34,0.09375,6,0.390625,25,,,,,0.046875,3.0,0.0081,8.2677,,,,
0.0,0,64,512,4,1.5469,0,0.8281,4453.5156,4019.9141,4887.1172,31740,1,4404.608,1552609.0,34.0,0.9144,0.0,0.0,0.0856,0.5,0.0024,0.1244,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0436,-0.0001,0.0,1.0,0.0,0.0147,3.5539692025682697e+21,3.740553229295638e+24,0.0,0.9382,0.0158,0.6094,0.5,16.787,53.9058,575.7407,32.9,857.9675,282.2268,0.0908,6.1332,38.8151,208.6843,247.8062,,1501.615,35.5265,208.8997,1212.1417,0.0,0.0,0,57,61,488,455,11,29,0.03278688524590164,2,0.5081967213114754,31,0.01639344262295082,1.0,0.06557377049180328,4.0,0.08196721311475409,5.0,,,,,,
0.0,0,64,512,3,1.7031,0,0.875,3884.9863,4063.3161,3777.094,31844,1,3730.8638,1405568.0,16.0,0.9487,0.0,0.0,0.0513,0.377,0.0085,0.1314,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0444,-0.0,0.0,1.0,0.0,0.0189,5.697833777259119e+21,6.752966200220271e+24,0.0,0.921,0.0151,0.5,0.377,17.2032,54.3492,574.8936,33.0,857.9675,283.0739,0.1129,6.2873,28.6923,178.963,207.988,,1448.7366,30.4954,179.1824,1203.9568,0.0,0.0,0,58,64,512,453,16,53,0.03125,2,0.671875,43,,,0.078125,5.0,0.125,8.0,0.0078,8.5897,0.015625,1.0,,
0.0,0,64,512,4,1.5938,0,0.875,3719.3281,3822.8142,3577.5139,31652,1,3793.566,1302863.0,9.0,0.9494,0.0,0.0,0.0506,0.5781,0.0061,0.1067,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0407,-0.0008,0.0,1.0,0.0,0.0169,2.916946366431232e+16,3.229335359815313e+19,0.0,0.8894,0.0141,0.6875,0.5781,17.3769,54.5306,573.5134,33.2,857.9675,284.4541,0.09,5.9757,31.3476,170.0586,201.7858,,1663.1725,33.9156,170.3478,1421.4882,0.0,0.0,0,59,62,496,460,15,35,0.04838709677419355,3,0.5,31,,,,,0.03225806451612903,2.0,,,,,0.016129032258064516,1.0
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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 generate/tis/aligned_tokens generate/tis/alignment_fail_count generate/tis/exact_match_fraction generate/tis/lcs_fallback_fraction generate/tis/lcs_fallback_messages generate/tis/unaligned_fraction 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 policy/rollout_train_prob_diff_mean policy/rollout_train_prob_diff_std policy/tis/imp_ratio_capped_fraction policy/tis/imp_ratio_mean policy/tis/log_ratio_abs_mean 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 tis/batch_skipped_no_logprobs tis/skipped_fraction 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_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError
2 0.0 0 64 512 3 0.1719 0 0.0938 5270.0117 4869.6905 5658.0154 24181 1 4003.1029 1780122.0 10.0 0.987 0.0 0.0 0.013 0.4922 0.0054 0.0974 -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 0.0471 -0.0 0.0 1.0 0.0 0.0164 2104.1606 2702316.25 0.0 0.9513 0.0147 0.6066 0.4922 11.2632 50.6464 591.5163 31.1 857.9675 266.4512 0.0717 5.2462 36.047 201.8628 238.2231 8.0617 4940.941 41.3945 202.1037 4656.0768 0.0 0.0 0 35 58 464 389 22 75 0.08620689655172414 5 1.0172413793103448 59 0.1206896551724138 7.0 0.017241379310344827 1.0 0.1206896551724138 7.0
3 0.0 0 64 512 1 1.0 1 1.0 4019.6211 3506.7433 4314.7231 31761 1 4137.767 1417266.0 17.0 0.9591 0.0 0.0 0.0409 0.3652 0.0001 0.0845 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 0.0442 0.0 0.0 1.0 0.0 0.0192 973045248.0 849779032064.0 0.0 0.8509 0.0153 0.4844 0.3652 14.0512 51.1256 585.3741 31.8 857.9675 272.5934 0.0674 6.7554 29.7924 182.7126 212.8136 608.8706 36.372 182.9532 352.9221 0.0 0.0 0 36 64 512 464 17 41 0.078125 5 0.5 32 0.03125 2.0 0.109375 7.0 0.03125 2.0 11.8491 21.5894
4 0.0 0 64 512 2 1.5781 0 0.8906 4050.4727 3962.2194 4155.3205 26248 1 3351.8207 1378599.0 12.0 0.9874 0.0 0.0 0.0126 0.543 0.0002 0.1003 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 0.0429 0.0001 0.0 1.0 0.0 0.0164 451543132274688.0 5.2744631064356454e+17 0.0 0.9114 0.0146 0.625 0.543 14.0529 51.2486 585.133 31.8 857.9675 272.8345 0.0763 5.0232 27.0398 157.8818 185.2402 1221.9848 32.8949 158.1234 998.821 0.0 0.0 0 37 60 480 426 16 51 0.06666666666666667 4 0.8 48 0.06666666666666667 4.0 0.05 3.0 0.03333333333333333 2.0
5 0.0 0 64 512 3 1.7812 0 0.8906 4166.3809 3516.1595 4705.1357 31759 1 3839.5371 1482005.0 13.0 0.9562 0.0 0.0 0.0438 0.4531 -0.0024 0.1352 -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 0.0404 -0.0007 0.0 1.0 0.0 0.019 5167771222540288.0 6.12676136445621e+18 0.0 0.8858 0.0136 0.5781 0.4531 14.5875 51.5708 583.2682 32.0 857.9675 274.6993 0.0874 6.1662 33.6069 178.474 212.3933 1845.865 36.6567 178.6985 1590.6434 0.0 0.0 0 38 62 496 429 21 67 0.11290322580645161 7 0.8387096774193549 52 0.14516129032258066 9.0 0.016129032258064516 1.0 0.0087 9.8733
6 0.0 0 64 512 4 1.9531 0 0.8906 4455.7715 4539.2418 4379.7761 31568 1 4244.5861 1548541.0 19.0 0.9715 0.0 0.0 0.0285 0.4766 0.0051 0.0819 -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 0.0407 -0.0 0.0 1.0 0.0 0.017 4.4555619643529626e+19 5.5445188610444524e+22 0.0 0.8705 0.0132 0.5781 0.4766 14.9482 52.0431 582.4987 32.1 857.9675 275.4688 0.0874 6.7551 37.2039 192.8015 230.35 1216.2695 35.0045 193.0581 944.1541 0.0 0.0 0 39 62 496 424 23 72 0.11290322580645161 7 0.7580645161290323 47 0.22580645161290322 14.0 0.06451612903225806 4.0
7 0.0 0 64 512 5 1.8906 0 0.8906 3978.8047 4426.8494 3586.5604 20630 1 3356.5378 1380244.0 18.0 0.9762 0.0 0.0 0.0238 0.4668 0.0008 0.0972 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 0.0396 0.0 0.0 1.0 0.0 0.0151 8027375480602624.0 9.356849449931899e+18 0.0 0.8635 0.0152 0.5312 0.4668 14.7535 51.8218 581.7134 32.2 857.9675 276.2541 0.0558 4.3532 24.4683 152.7384 177.4882 6.7398 1338.8646 39.4864 152.9636 1117.5303 0.0 0.0 0 40 61 488 425 18 55 0.01639344262295082 1 0.7049180327868853 43 0.19672131147540983 12.0 0.13114754098360656 8.0 0.03278688524590164 2.0 0.0073 8.861
8 0.0 0 64 512 4 1.6719 0 0.8281 3751.0664 3454.8347 4004.3659 28890 1 3641.0091 1296617.0 12.0 0.9877 0.0 0.0 0.0123 0.4609 0.0022 0.08 -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 0.0406 -0.0 0.0 1.0 0.0 0.0169 1345461420032.0 1527438681047040.0 0.0 0.8763 0.0139 0.5781 0.4609 14.9705 51.9844 581.6381 32.2 857.9675 276.3294 0.0797 5.3066 30.2736 162.8792 193.4836 1768.759 31.3917 163.1298 1538.5717 0.0 0.0 0 41 64 512 449 21 62 0.15625 10 0.703125 45 0.046875 3.0 0.015625 1.0 0.0625 4.0
9 0.0 0 64 512 4 1.9375 0 0.9062 4489.3984 4501.6872 4481.8391 31683 1 4385.293 1584898.0 26.0 0.939 0.0 0.0 0.061 0.3809 0.0119 0.0673 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 0.0434 0.0 0.0 1.0 0.0 0.0124 602914881536.0 717373355065344.0 0.0 0.8819 0.0152 0.4375 0.3809 15.4638 52.4785 580.4658 32.3 857.9675 277.5018 0.0671 6.1951 32.6832 192.1724 225.2152 1528.4712 36.6995 192.4644 1260.3568 0.0 0.0 0 42 62 496 445 20 45 0.14516129032258066 9 0.5645161290322581 35 0.0967741935483871 6.0 0.016129032258064516 1.0 0.0091 8.6068
10 0.0 0 64 512 3 1.7344 0 0.9062 4579.6543 4076.3868 4935.2967 31795 1 4209.4791 1582217.0 11.0 0.9742 0.0 0.0 0.0258 0.4141 0.003 0.0933 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 0.0423 0.0 0.0 1.0 0.0 0.0148 1.2523732566881721e+22 1.575312744563639e+25 0.0 0.9056 0.0142 0.5 0.4141 15.3868 52.4961 580.9841 32.3 857.9675 276.9834 0.0969 5.8831 35.5495 203.7713 239.6873 1429.6029 46.2261 204.0403 1137.7979 0.0 0.0 0 43 58 464 404 16 52 0.08620689655172414 5 0.7068965517241379 41 0.20689655172413793 12.0 0.13793103448275862 8.0 0.034482758620689655 2.0
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