laion/ablation-pymethods2test-shaped-45-8B
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Model: laion/ablation-pymethods2test-shaped-45-8B
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2026-07-18 17:31:01 +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_VerifierTimeoutError,batch_errors/total_VerifierTimeoutError,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,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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0.0,0,64,512,3,1.4375,0,0.9531,1755.4785,2907.0659,1198.0435,17523,1,2107.3788,0.3262,0.0952,0.1792,-0.0009,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0681,-0.0567,0.0,1.0,0.0,0.0201,0.5781,0.3262,13.987,51.1837,570.8343,33.5,857.9676,287.1333,0.0622,2.5366,14.8746,96.4969,111.6174,3708.0328,17.9029,96.68,3575.969,0,62,17,136,85,15,36,0.7058823529411765,12,1.588235294117647,27,,,0.11764705882352941,2.0,1.0,17,0.058823529411764705,1.0,0.009,8.2472,,,
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_VerifierTimeoutError batch_errors/total_VerifierTimeoutError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_ContextLengthExceededError batch_errors/total_ContextLengthExceededError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory 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 3 0.2969 0 0.1719 3199.9375 4071.6584 2412.4721 31710 1 3554.7524 0.4746 0.0478 0.1097 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0996 -0.0347 0.0 1.0 0.0 0.0153 0.5818 0.4746 13.3086 50.5092 577.3386 32.7 857.9676 280.629 0.1782 4.5854 148.1198 158.2811 306.8462 7430.9562 17.454 158.5474 7102.0703 0 53 58 464 190 55 222 0.5862068965517241 34 3.0172413793103448 175 0.20689655172413793 12.0 0.3103448275862069 18.0 0.9827586206896551 57 0.034482758620689655 2.0
3 0.0 0 64 512 1 0.9688 0 0.9688 1660.8398 3606.8852 1397.6275 31652 1 2991.8597 0.1191 0.0393 0.101 -0.0002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0643 -0.0118 0.0 1.0 0.0 0.0186 0.3281 0.1191 13.4609 50.5854 574.7183 33.0 857.9676 283.2493 0.0612 4.3067 16.4321 118.6926 135.4282 2972.7191 20.1445 118.9344 2812.8332 0 54 62 496 315 49 114 1.0161290322580645 63 1.3064516129032258 81 0.08064516129032258 5.0 0.0967741935483871 6.0 0.5 31 0.03225806451612903 2.0 788.2552 873.9508
4 0.0 0 64 512 2 1.5469 0 0.9375 2503.9727 3359.2695 2089.9594 31797 1 3307.4746 0.3262 0.0434 0.1494 -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 0.0875 -0.0549 0.0 1.0 0.0 0.0247 0.5156 0.3262 13.528 50.6887 573.6981 33.1 857.9676 284.2695 0.063 4.3599 19.3328 134.4189 154.0455 4313.6759 19.4671 134.6493 4135.7999 0 55 58 464 256 52 154 0.8793103448275862 51 2.189655172413793 127 0.13793103448275862 8.0 0.1896551724137931 11.0 0.5689655172413793 33 0.034482758620689655 2.0 33.3153
5 0.0 0 64 512 3 1.8438 1 1.0 2267.8379 4011.6465 1849.8305 31745 1 3089.9207 0.1934 0.0603 0.1131 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0768 -0.0295 0.0 1.0 0.0 0.0179 0.3906 0.1934 13.7004 50.9664 572.3271 33.3 857.9676 285.6404 0.0634 4.297 21.1829 126.7079 148.1795 2256.5 17.5778 126.9328 2086.4407 0 56 61 488 278 55 145 0.9180327868852459 56 1.639344262295082 100 0.08196721311475409 5.0 0.06557377049180328 4.0 0.9508196721311475 58 0.08196721311475409 5.0 0.0095 8.3159
6 0.0 0 64 512 3 1.6094 0 0.8906 1934.0137 2928.8582 1555.9191 31764 1 2911.8707 0.2754 0.0544 0.2013 -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 0.0735 -0.0418 0.0 1.0 0.0 0.0236 0.5 0.2754 13.806 51.0526 572.7429 33.2 857.9676 285.2247 0.0639 4.2663 17.1322 112.7882 130.1891 4721.0139 17.7285 112.9927 4568.8267 0 57 59 472 262 55 148 0.847457627118644 50 1.9491525423728813 115 0.0847457627118644 5.0 0.2033898305084746 12.0 0.6949152542372882 41 0.1016949152542373 6.0
7 0.0 0 64 512 3 1.5 0 0.9531 1770.4238 3112.9733 1214.1188 13369 1 2129.9135 0.293 0.0852 0.1678 -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 0.0766 -0.0504 0.0 1.0 0.0 0.0195 0.5 0.293 13.4865 50.6928 572.7063 33.2 857.9676 285.2613 0.0393 2.0026 14.0199 90.7598 105.0123 4293.1955 17.9141 90.9527 4168.2627 0 58 62 496 220 57 226 0.6129032258064516 38 3.064516129032258 190 0.04838709677419355 3.0 0.0967741935483871 6.0 0.8548387096774194 53 0.04838709677419355 3.0 0.0091 59.1392
8 0.0 0 64 512 3 1.4844 0 0.9688 1476.5684 2851.2992 1023.0857 13510 1 2062.2765 0.248 0.0652 0.1257 -0.0005 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0625 -0.0312 0.0 1.0 0.0 0.0158 0.4375 0.248 13.4512 50.6169 572.2433 33.3 857.9676 285.7242 0.0481 1.9872 13.9888 89.1352 103.3565 3191.8712 17.9253 89.3191 3068.5999 0 59 58 464 286 48 148 0.39655172413793105 23 1.6551724137931034 96 0.08620689655172414 5.0 0.1724137931034483 10.0 0.896551724137931 52
9 0.0 0 64 512 3 1.4219 0 0.9062 2018.3379 3368.0636 1329.5398 31744 1 2826.9423 0.3379 0.0441 0.0801 -0.0002 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0699 -0.0159 0.0 1.0 0.0 0.0143 0.4688 0.3379 14.2374 51.4343 571.5837 33.4 857.9676 286.3839 0.0659 4.3226 19.4907 115.4257 135.2091 3331.9646 17.9623 115.652 3174.4695 0 60 66 528 241 59 239 0.6212121212121212 41 2.8484848484848486 188 0.045454545454545456 3.0 0.030303030303030304 2.0 0.6818181818181818 45 0.045454545454545456 3.0 0.0077 67.4361 6.5117
10 0.0 0 64 512 3 1.2812 0 0.8906 1605.3398 3133.4453 1047.072 31571 1 2588.0632 0.2676 0.0765 0.1111 -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 0.054 -0.0366 0.0 1.0 0.0 0.0135 0.4375 0.2676 14.2345 51.4315 571.2025 33.4 857.9676 286.7651 0.0614 4.1828 15.4202 105.8485 121.543 4540.5155 17.9319 106.0611 4396.8541 0 61 62 496 271 54 161 1.1129032258064515 69 2.0806451612903225 129 0.12903225806451613 8.0 0.41935483870967744 26 0.016129032258064516 1.0
11 0.0 0 64 512 3 1.4375 0 0.9531 1755.4785 2907.0659 1198.0435 17523 1 2107.3788 0.3262 0.0952 0.1792 -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 0.0681 -0.0567 0.0 1.0 0.0 0.0201 0.5781 0.3262 13.987 51.1837 570.8343 33.5 857.9676 287.1333 0.0622 2.5366 14.8746 96.4969 111.6174 3708.0328 17.9029 96.68 3575.969 0 62 17 136 85 15 36 0.7058823529411765 12 1.588235294117647 27 0.11764705882352941 2.0 1.0 17 0.058823529411764705 1.0 0.009 8.2472