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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/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_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_Timeout,batch_errors/total_Timeout,timing/save_hf_model,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 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/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_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_Timeout batch_errors/total_Timeout timing/save_hf_model batch_errors/avg_DaytonaError batch_errors/total_DaytonaError
2 0.0 0 64 512 0 0.0 0 0.0 1665.6621 3021.6782 967.5947 14153 1 2057.7122 573938.0 33.0 0.9487 0.0 0.0 0.0513 0.3398 0.2099 0.2501 -0.0019 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0656 -0.1214 0.0 1.0 0.0 0.0309 425844310016.0 310867954499584.0 0.0 0.5258 0.022 0.6406 0.3398 7.5378 49.9637 630.257 26.5 857.9676 227.7106 0.0376 2.4443 199.3619 89.3179 288.8421 11028.1246 18.1382 89.4422 10718.6996 0.0 0.0 0 1 121 968 497 114 216 1.9090909090909092 231 1.6528925619834711 200.0 0.2231404958677686 27.0 0.15702479338842976 19 0.09090909090909091 11.0 0.024793388429752067 3.0
3 0.0 0 64 512 1 1.0 1 1.0 2192.3809 5107.972 1422.0889 31541 1 3242.089 778056.0 90.0 0.8463 0.0 0.0 0.1537 0.209 0.14 0.236 -0.0009 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0639 -0.0569 0.0 1.0 0.0 0.0223 5135849414983680.0 3.8306663504564716e+18 0.0001 0.5252 0.0393 0.4844 0.209 13.664 50.6382 619.7108 27.8 857.9676 238.2568 0.0608 5.2456 18.5674 134.9773 153.7971 3675.2048 21.6594 135.1685 3494.5009 0.0 0.0 0 2 64 512 253 62 90 2.109375 135 1.25 80.0 0.5 32.0 0.109375 7 0.046875 3.0 0.03125 2.0 139.9582 149.9938
4 0.0 0 64 512 2 1.6094 0 0.9844 1974.7832 3706.1466 1467.6162 19867 1 2776.8866 687353.0 78.0 0.904 0.0 0.0 0.096 0.2266 0.1618 0.2338 -0.0013 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0563 -0.0823 0.0 1.0 0.0 0.0252 5712403677315072.0 4.576328473257181e+18 0.0 0.4977 0.0341 0.5156 0.2266 13.514 50.458 618.5668 27.9 857.9676 239.4008 0.0426 3.6209 18.1097 113.5752 131.9041 3304.1227 19.8368 113.7514 3148.7583 0.0 0.0 0 3 63 504 278 59 93 1.7619047619047619 111 1.3015873015873016 82.0 0.31746031746031744 20.0 0.14285714285714285 9 0.031746031746031744 2.0 0.015873015873015872 1.0 0.015873015873015872 1.0
5 0.0 0 64 512 3 1.7656 0 0.9375 1916.1016 3570.8227 1287.2183 26360 1 2567.8385 672216.0 119.0 0.8943 0.0 0.0 0.1057 0.2754 0.1458 0.2335 -0.0013 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0609 -0.081 0.0 1.0 0.0 0.0264 2.5092910058202726e+17 2.0297533524949546e+20 0.0 0.5539 0.0386 0.5312 0.2754 13.7533 50.7891 617.0518 28.1 857.9676 240.9158 0.0533 4.4556 16.0924 108.7123 125.0416 3238.4887 20.0299 108.8955 3088.9592 0.0 0.0 0 4 59 472 401 29 13 1.0 59 0.15254237288135594 9.0 0.0847457627118644 5.0 0.01694915254237288 1 0.06779661016949153 4.0 0.0083 12.9332
6 0.0 0 64 512 3 1.4531 0 0.9219 3224.291 3590.6844 2890.709 13914 1 2397.9485 1106110.0 103.0 0.9644 0.0 0.0 0.0356 0.4766 0.064 0.1543 -0.0006 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0788 -0.0412 0.0 1.0 0.0 0.017 2.1654929612682035e+18 2.119323756633866e+21 0.0 0.8649 0.0405 0.625 0.4766 13.7164 50.7537 614.8819 28.3 857.9676 243.0857 0.0323 2.8211 19.9051 118.6808 138.8115 1062.3118 23.3888 118.8737 897.2872 0.0 0.0 0 5 63 504 460 23 14 0.42857142857142855 27 0.06349206349206349 4.0 0.047619047619047616 3.0 0.09523809523809523 6 0.047619047619047616 3.0 16.893 0.015873015873015872 1.0
7 0.0 0 64 512 4 1.6406 0 0.8594 4239.8125 4633.2308 3790.4268 22031 1 3300.5798 1457215.0 112.0 0.9654 0.0 0.0 0.0346 0.5332 0.044 0.102 -0.0004 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0853 -0.025 0.0 1.0 0.0 0.0138 6.141298557442851e+18 5.070549340210866e+21 0.0 0.9245 0.0456 0.6562 0.5332 14.4743 51.5385 613.4079 28.5 857.9676 244.5597 0.0452 4.2242 25.388 159.3519 185.0213 1290.7407 28.6557 159.5877 1072.8381 0.0 0.0 0 6 58 464 445 11 12 0.1206896551724138 7 0.10344827586206896 6 0.034482758620689655 2.0 0.0083 10.3463 0.06896551724137931 4.0
8 0.0 0 64 512 4 1.8906 0 0.8906 4397.6465 4166.2911 4597.0327 25556 1 3231.8595 1555192.0 95.0 0.9507 0.0 0.0 0.0493 0.4629 0.0201 0.1187 -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 0.0913 -0.0045 0.0 1.0 0.0 0.0167 4.5730908733082645e+20 5.0551306138646176e+23 0.0 0.9745 0.0461 0.5781 0.4629 14.6233 51.6414 612.7198 28.6 857.9676 245.2477 0.0504 4.7036 26.7455 163.7089 190.7489 2018.6125 34.5773 163.9526 1788.5789 0.0 0.0 0 7 60 480 458 10 12 0.15 9 0.016666666666666666 1.0 0.16666666666666666 10 0.016666666666666666 1.0 0.016666666666666666 1.0
9 0.0 0 64 512 4 2.1406 0 0.9531 5137.9238 4980.2167 5241.5307 31761 1 4015.1526 1850673.0 87.0 0.9135 0.0 0.0 0.0865 0.3965 0.0072 0.0726 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0938 0.0003 0.0 1.0 0.0 0.0119 2.930747012383905e+21 3.2028701271085374e+24 0.0 0.9696 0.046 0.4688 0.3965 15.9055 52.3258 610.4556 28.8 857.9676 247.512 0.0614 6.5073 32.8918 190.3358 223.5354 1224.5185 28.8017 190.5818 965.6712 0.0 0.0 0 8 63 504 480 13 21 0.047619047619047616 3 0.07936507936507936 5.0 0.20634920634920634 13 0.0081 12.67 0.047619047619047616 3.0
10 0.0 0 64 512 5 1.9219 0 0.9062 4859.3164 4603.0995 5038.9236 31797 1 4029.8322 1739932.0 52.0 0.8962 0.0 0.0 0.1038 0.4121 0.0093 0.1242 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0803 0.0001 0.0 1.0 0.0 0.0145 1.7394266914541902e+21 2.2925263334899206e+24 0.0 0.9646 0.0375 0.5469 0.4121 16.1924 52.5256 608.6286 29.1 857.9676 249.339 0.0627 5.7252 31.0932 188.5143 219.9568 1481.3095 32.107 188.8005 1223.5171 0.0 0.0 0 9 63 504 487 10 14 0.047619047619047616 3 0.015873015873015872 1.0 0.1746031746031746 11 0.031746031746031744 2.0
11 0.0 0 64 512 3 1.6562 0 0.8594 4206.2637 3770.6644 4770.7848 31696 1 3098.8536 1466169.0 27.0 0.9684 0.0 0.0 0.0316 0.5645 -0.0016 0.1212 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0758 -0.0009 0.0 1.0 0.0 0.0186 2.486790661662018e+22 3.009927560391077e+25 0.0 0.9792 0.0338 0.7031 0.5645 16.1496 52.6445 607.3474 29.2 857.9676 250.6202 0.062 5.807 27.2616 157.0913 184.6351 1344.8255 28.0337 157.3111 1126.3452 0.0 0.0 0 10 62 496 465 10 25 0.0967741935483871 6 0.04838709677419355 3.0 0.3387096774193548 21 0.016129032258064516 1.0 0.0079 11.2982 6.1509
12 0.0 0 64 512 4 1.8125 0 0.8594 4341.25 4421.7844 4281.534 31768 1 3837.6661 1544551.0 26.0 0.9519 0.0 0.0 0.0481 0.4258 0.0172 0.1082 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0768 -0.0016 0.0 1.0 0.0 0.0145 2.3760572720076554e+18 2.479232720767365e+21 0.0 0.9513 0.0343 0.5312 0.4258 16.1263 52.6095 605.798 29.4 857.9676 252.1696 0.0603 5.7445 30.3901 180.1222 210.8445 1608.5564 32.131 180.3938 1359.8319 0.0 0.0 0 11 63 504 482 8 13 0.14285714285714285 9 0.031746031746031744 2.0 0.1746031746031746 11
13 0.0 0 64 512 4 2.0156 0 0.9375 5171.2402 4363.3762 5697.6548 31752 1 3838.9164 1805076.0 21.0 0.972 0.0 0.0 0.028 0.3945 -0.0056 0.099 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0793 0.0001 0.0 1.0 0.0 0.0187 3.3199502774606234e+17 4.460413625381222e+20 0.0 0.9698 0.0322 0.5156 0.3945 16.5123 53.0591 604.8148 29.5 857.9676 253.1528 0.5752 5.7891 36.193 189.4182 226.4272 1418.9828 24.7579 189.6581 1162.0041 0.0 0.0 0 12 63 504 486 8 16 0.031746031746031744 2 0.1111111111111111 7.0 0.14285714285714285 9 0.0085 10.287
14 0.0 0 64 512 3 1.5781 0 0.8594 4488.6309 4142.0406 4878.3651 31794 1 3769.576 1574682.0 18.0 0.937 0.0 0.0 0.063 0.5293 0.0116 0.1159 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0641 0.0001 0.0 1.0 0.0 0.0191 1.1232591437954967e+20 1.4095364312304327e+23 0.0 0.9755 0.0277 0.6719 0.5293 16.3773 52.9352 603.7007 29.6 857.9676 254.2668 0.0652 5.8155 29.0791 176.4044 205.7881 1174.4667 23.8728 176.6434 938.9854 0.0 0.0 0 13 63 504 462 18 34 0.12698412698412698 8 0.12698412698412698 8.0 0.36507936507936506 23 0.047619047619047616 3.0
15 0.0 0 64 512 4 1.9688 0 0.9375 4663.1953 4560.4923 4726.3722 31674 1 3835.0487 1647855.0 26.0 0.9488 0.0 0.0 0.0512 0.3809 -0.0175 0.1338 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0707 0.0 0.0 1.0 0.0 0.0173 1.3211500909875513e+22 1.6953347554969734e+25 0.0 0.9296 0.0299 0.5 0.3809 16.7322 53.2489 601.7022 29.9 857.9676 256.2654 0.1012 5.8519 30.3985 178.5781 209.3207 1621.8309 26.8666 178.8196 1379.7871 0.0 0.0 0 14 64 512 491 8 20 0.015625 1 0.1875 12.0 0.109375 7 0.015625 1.0 0.0082 11.2278