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Model: laion/ablation-pymethods2test-seqmean-arm0-30-8B
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2026-07-18 18:02:02 +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/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_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,batch_errors/avg_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError,timing/cleanup_old_checkpoints,timing/save_checkpoints,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 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/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_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError timing/cleanup_old_checkpoints timing/save_checkpoints timing/save_hf_model batch_errors/avg_DaytonaError batch_errors/total_DaytonaError
2 0.0 0 64 512 4 0.3438 0 0.1406 2745.916 4536.7524 2283.9066 31842 1 3652.8031 0.2051 0.0705 0.1449 -0.0007 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0683 -0.0442 0.0 1.0 0.0 0.0137 0.3898 0.2051 12.7084 50.5586 566.71 33.9 857.9675 291.2575 0.1351 4.4486 104.946 152.1059 257.396 10105.4336 18.2174 152.3142 9825.3711 0 57 63 504 281 58 154 1.8253968253968254 115 0.19047619047619047 12.0 0.42857142857142855 27 0.8095238095238095 51.0 0.25396825396825395 16.0 0.031746031746031744 2.0
3 0.0 0 64 512 1 0.9844 0 0.9844 2990.8008 4339.4828 2595.7323 31794 1 4262.9787 0.2266 0.0705 0.1484 -0.0008 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0829 -0.0481 0.0 1.0 0.0 0.0181 0.5 0.2266 12.7156 50.6524 565.6756 34.1 857.9675 292.2919 0.0685 4.3634 31.3815 172.8736 204.58 3407.9472 17.5583 173.1294 3181.4385 0 58 59 472 191 58 157 2.3389830508474576 138 0.22033898305084745 13.0 0.3050847457627119 18 1.9491525423728813 115.0 0.2711864406779661 16.0 113.7448 123.1255
4 0.0 0 64 512 2 1.4531 0 0.9219 1842.3164 3830.7287 1172.5901 31730 1 3083.3057 0.252 0.1959 0.2355 -0.0015 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0529 -0.0935 0.0 1.0 0.0 0.0296 0.5 0.252 12.8444 50.7361 566.7198 33.9 857.9675 291.2477 0.0904 4.2018 17.8872 126.8601 145.0002 3636.1329 18.2801 127.022 3468.6454 0 59 59 472 191 58 160 2.559322033898305 151 0.23728813559322035 14.0 0.3728813559322034 22 1.8305084745762712 108.0 0.3728813559322034 22.0
5 0.0 0 64 512 3 1.5469 0 0.9531 1687.9023 3823.3853 1110.3151 19335 1 2744.5105 0.2129 0.1122 0.1362 -0.0008 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0511 -0.0532 0.0 1.0 0.0 0.0138 0.4531 0.2129 12.8585 50.7328 566.4686 34.0 857.9675 291.4989 0.0597 2.7178 15.1498 108.5325 123.9181 3855.0493 17.9434 108.7081 3710.4636 0 60 63 504 312 48 79 0.7936507936507936 50 0.14285714285714285 9.0 0.31746031746031744 20 1.746031746031746 110.0 0.047619047619047616 3.0 0.0099 8.8255 275.4291
6 0.0 0 64 512 3 1.4844 0 0.875 2705.2773 3926.8809 1668.8989 31646 1 3012.6819 0.459 0.1462 0.1798 -0.0015 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0697 -0.0959 0.0 1.0 0.0 0.0179 0.7188 0.459 13.0881 50.9166 566.6464 34.0 857.9675 291.3212 0.0697 4.435 19.2157 123.2323 142.7038 1882.4268 20.2012 123.418 1715.083 0 61 62 496 397 29 58 0.3387096774193548 21 0.1935483870967742 12.0 0.4032258064516129 25 0.6290322580645161 39.0 0.03225806451612903 2.0 0.016129032258064516 1.0
7 0.0 0 64 512 3 1.5625 0 0.875 4372.2871 4678.6603 4051.208 31765 1 4031.5953 0.5117 0.0301 0.1117 -0.0003 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1006 -0.022 0.0 1.0 0.0 0.0107 0.6094 0.5117 13.2397 51.094 568.5527 33.7 857.9675 289.4149 0.0919 4.5973 32.0721 189.1022 221.4727 1318.3369 21.5119 189.3083 1070.747 0 62 62 496 467 17 21 0.03225806451612903 2 0.11290322580645161 7.0 0.24193548387096775 15 0.11290322580645161 7.0 0.016129032258064516 1.0 0.0085 8.9973 0.016129032258064516 1.0
8 0.0 0 64 512 4 1.8906 0 0.9688 5146.4805 4434.7366 5789.4312 31600 1 4146.9309 0.4746 0.0104 0.0669 -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 0.1238 -0.0056 0.0 1.0 0.0 0.0102 0.5469 0.4746 13.2111 51.0682 568.2429 33.8 857.9675 289.7247 0.0709 4.7406 35.0463 194.8197 230.1324 1359.0594 21.4195 195.0147 1102.761 0 63 63 504 448 20 51 0.07936507936507936 5 0.09523809523809523 6.0 0.746031746031746 47 0.07936507936507936 5.0
9 0.0 0 64 512 7 1.8906 0 0.875 5587.1855 5587.4615 5587.0158 31766 1 4900.2073 0.3809 0.0053 0.1109 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1128 0.0 0.0 1.0 0.0 0.0114 0.4844 0.3809 13.5775 51.5483 569.7428 33.6 857.9675 288.2247 0.1075 4.8015 38.5633 225.6816 264.5674 1636.5882 22.1274 225.8961 1345.0836 0 64 62 496 422 26 68 0.04838709677419355 3 0.04838709677419355 3.0 1.0 62 0.0967741935483871 6.0 0.0081 8.5496 0.06451612903225806 4.0
10 0.0 0 64 512 4 1.9531 0 0.9375 4798.2617 4883.6444 4723.5128 31812 1 4722.6084 0.4668 0.0183 0.1052 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1087 0.0 0.0 1.0 0.0 0.0168 0.6094 0.4668 13.718 51.5807 568.653 33.7 857.9675 289.3145 0.075 4.7303 35.8252 213.9135 250.0471 1536.8344 21.852 214.1464 1260.1995 0 65 61 488 434 20 44 0.06557377049180328 4 0.04918032786885246 3.0 0.7213114754098361 44 0.16393442622950818 10.0 5.9602
11 0.0 0 64 512 3 1.6875 0 0.9062 4990.3906 4683.8621 5191.767 31741 1 4339.1846 0.3965 0.0113 0.1192 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1176 -0.0005 0.0 1.0 0.0 0.0138 0.5781 0.3965 13.9927 51.9113 567.4896 33.9 857.9675 290.4779 0.0707 4.8411 34.6825 205.3311 240.3191 1507.0204 22.8738 205.5654 1238.9803 0 66 64 512 451 19 50 0.03125 2 0.046875 3.0 0.75 48 0.171875 11.0 0.0085 8.6432
12 0.0 0 64 512 3 1.5938 0 0.8906 4687.6602 4780.5265 4614.2762 31720 1 3991.8123 0.4414 0.0147 0.1094 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1043 -0.0031 0.0 1.0 0.0 0.0126 0.5625 0.4414 14.1397 52.1146 567.5696 33.8 857.9675 290.3979 0.0726 4.6609 30.5811 185.1371 216.0168 1571.263 21.9126 185.3626 1328.6676 0 67 58 464 422 16 42 0.034482758620689655 2 0.08620689655172414 5.0 0.6896551724137931 40
13 0.0 0 64 512 4 1.5469 0 0.8281 4902.5645 4448.6776 5228.5101 31770 1 4445.7836 0.418 -0.0081 0.0909 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1147 -0.0 0.0 1.0 0.0 0.0128 0.5312 0.418 14.1629 52.2518 569.6768 33.6 857.9675 288.2908 0.0962 4.7131 33.8447 209.0269 243.2635 1442.218 21.5536 209.322 1172.6792 0 68 64 512 471 16 37 0.046875 3 0.0625 4.0 0.46875 30 0.046875 3.0 0.015625 1.0 0.0082 8.6812
14 0.0 0 64 512 4 1.7344 0 0.875 4912.1777 4638.6631 5239.691 31749 1 4027.0232 0.5449 0.0247 0.126 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1083 -0.002 0.0 1.0 0.0 0.0111 0.6562 0.5449 14.5627 52.6307 568.1539 33.8 857.9675 289.8137 0.0922 4.7384 33.01 189.5539 222.8763 1413.2169 23.2675 189.7737 1162.3272 0 69 62 496 442 18 54 0.03225806451612903 2 0.8387096774193549 52
15 0.0 0 64 512 3 1.9219 0 0.9062 4989.8223 4749.7429 5156.7649 31793 1 4613.5261 0.4102 -0.0096 0.0915 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1134 -0.0 0.0 1.0 0.0 0.0151 0.5312 0.4102 14.5696 52.6356 567.6034 33.8 857.9675 290.3641 0.0859 4.6794 34.9319 213.77 248.9891 1779.8183 22.218 213.9708 1503.9267 0 70 62 496 433 16 61 0.12903225806451613 8 0.03225806451612903 2.0 0.8387096774193549 52 0.03225806451612903 2.0 0.0081 8.4344 5.9241