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Model: laion/explore-tis-minp-40-8B
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2026-08-09 12:53:53 +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_ContextLengthExceededError,batch_errors/total_ContextLengthExceededError,timing/cleanup_old_checkpoints,timing/save_checkpoints,batch_errors/avg_EnvironmentStartTimeoutError,batch_errors/total_EnvironmentStartTimeoutError,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,timing/save_hf_model,batch_errors/avg_RuntimeError,batch_errors/total_RuntimeError
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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_ContextLengthExceededError batch_errors/total_ContextLengthExceededError timing/cleanup_old_checkpoints timing/save_checkpoints batch_errors/avg_EnvironmentStartTimeoutError batch_errors/total_EnvironmentStartTimeoutError batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError batch_errors/avg_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory timing/save_hf_model batch_errors/avg_RuntimeError batch_errors/total_RuntimeError
2 0.0 0 64 512 0 0.0 0 0.0 5734.4551 5399.2995 6642.7754 30001 1 4576.7123 1947393.0 105.0 0.9558 0.0 0.0 0.0442 0.7305 0.013 0.1468 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2107 -0.0 0.0 1.0 0.0 0.0 1313283.0 553862080.0 0.0 0.9821 0.0202 0.8125 0.7305 13.9869 50.6847 576.2339 32.8 857.9676 281.7336 0.0869 6.1333 41.705 229.0827 271.1039 3879.6458 24.2724 229.3117 3578.1359 0.0 0.0 0 1 127 1016 965 21 46 0.047244094488188976 6.0 0.3700787401574803 47
3 0.0 0 64 512 1 0.8125 0 0.8125 7354.998 6748.4847 7990.624 30767 1 6563.5782 2649482.0 134.0 0.9272 0.0 0.0 0.0728 0.5117 0.0026 0.0965 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2272 -0.0 0.0 1.0 0.0 0.0 4057410.25 5818289152.0 0.0 0.8997 0.0237 0.6719 0.5117 14.4656 51.1954 571.8696 33.3 857.9676 286.098 0.0653 6.2501 52.8628 305.7446 358.8871 1691.6699 31.2186 305.9585 1295.3111 0.0 0.0 0 2 34 272 210 15 62 1.2647058823529411 43 14.2103 25.9312 1.2058823529411764 41.0 0.029411764705882353 1.0 0.029411764705882353 1.0
4 0.0 0 64 512 2 1.7344 1 1.0 4784.7598 6311.0 4091.0142 31724 1 6096.4695 1726469.0 83.0 0.9521 0.0 0.0 0.0479 0.3125 -0.0136 0.0929 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.1667 0.0 0.0 1.0 0.0 0.0 19620498.0 20760209408.0 0.0 0.6183 0.0152 0.4844 0.3125 14.7842 51.5825 570.6256 33.5 857.9676 287.342 0.0609 5.7765 40.3466 260.5189 301.1266 344.7679 32.7089 260.7188 5.1531 0.0 0.0 0 3 63 504 458 15 45 0.015873015873015872 1.0 0.6031746031746031 38 0.031746031746031744 2.0 0.07936507936507936 5.0
5 0.0 0 64 512 3 2.0938 0 0.9375 6804.6035 5970.3272 7418.2915 31675 1 5963.2001 2416906.0 124.0 0.9 0.0 0.0 0.1 0.4238 -0.0065 0.1031 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.226 0.0 0.0 1.0 0.0 0.0 57091368.0 49673637888.0 0.0 0.8991 0.0289 0.5312 0.4238 15.0829 51.8138 564.9325 34.2 857.9676 293.0351 0.0635 6.7659 51.5237 289.9821 341.8061 1115.4847 31.5793 290.2185 735.33 0.0 0.0 0 4 61 488 461 13 25 0.03278688524590164 2.0 0.22950819672131148 14 0.0066 11.0434 0.19672131147540983 12.0
6 0.0 0 64 512 4 2.0781 0 0.9375 7771.1309 7007.4348 8394.0035 31720 1 6594.6553 2870810.0 141.0 0.9219 0.0 0.0 0.0781 0.4492 0.0062 0.1098 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2474 -0.0 0.0 1.0 0.0 0.0 14378494.0 15988083712.0 0.0 0.9325 0.0293 0.5469 0.4492 15.7668 51.9979 566.0865 34.0 857.9676 291.8811 0.0647 6.9156 53.6929 321.9671 375.9388 1041.2644 27.7237 322.1809 630.6828 0.0 0.0 0 5 62 496 457 20 29 0.16129032258064516 10.0 0.4032258064516129 25 0.06451612903225806 4.0 14.5082
7 0.0 0 64 512 5 2.375 0 0.9062 8355.8691 6907.1368 9575.3058 31757 1 7311.3234 2988458.0 133.0 0.9259 0.0 0.0 0.0741 0.457 -0.0022 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 0.2378 0.0 0.0 1.0 0.0 0.0 12489437.0 13437528064.0 0.0 0.9182 0.0225 0.5938 0.457 16.0294 52.291 566.9887 33.9 857.9676 290.9789 0.066 6.356 60.2323 365.4923 426.1606 1269.0181 34.646 365.862 801.8519 0.0 0.0 0 6 62 496 452 22 41 0.04838709677419355 3.0 0.5967741935483871 37 0.008 12.9707 0.06451612903225806 4.0
8 0.0 0 64 512 5 2.7969 0 0.9844 7991.9707 6916.888 8948.0406 31644 1 6886.8481 2992563.0 124.0 0.9156 0.0 0.0 0.0844 0.4707 -0.0005 0.091 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.252 0.0 0.0 1.0 0.0 0.0 126512944.0 185155289088.0 0.0 0.9038 0.0277 0.5469 0.4707 16.1718 52.4857 568.4026 33.8 857.9676 289.5649 0.0646 6.8813 54.2482 338.5812 393.1327 1034.7717 30.6732 338.8195 604.0808 0.0 0.0 0 7 59 472 434 17 38 0.6101694915254238 36 0.01694915254237288 1.0 0.01694915254237288 1.0 0.1016949152542373 6.0
9 0.0 0 64 512 5 2.2344 0 0.9062 7648.5059 6225.1355 8670.6577 31744 1 6899.6208 2788495.0 138.0 0.8952 0.0 0.0 0.1048 0.418 0.0078 0.1671 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2453 -0.0 0.0 1.0 0.0 0.0 302555712.0 327041482752.0 0.0 0.9042 0.0271 0.6406 0.418 16.189 52.4965 567.7396 33.8 857.9676 290.228 0.0665 6.4081 50.3661 360.6974 411.4051 1185.1034 32.6171 360.9721 734.6694 0.0 0.0 0 8 65 520 489 15 29 0.03076923076923077 2.0 0.4153846153846154 27 0.0076 10.2546 0.03076923076923077 2.0
10 0.0 0 64 512 4 2.3594 0 0.9531 7850.6914 6654.6009 8773.6263 31787 1 6458.0355 2796358.0 120.0 0.9127 0.0 0.0 0.0873 0.4355 -0.0041 0.0692 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.25 0.0 0.0 1.0 0.0 0.0 50441308.0 69631238144.0 0.0 0.9305 0.0254 0.5156 0.4355 16.5795 52.9702 566.7541 33.9 857.9676 291.2135 0.1079 6.1606 53.0374 311.5625 365.0295 1120.4619 27.2652 311.8839 722.0027 0.0 0.0 0 9 63 504 445 28 49 0.15873015873015872 10.0 0.6825396825396826 43 0.047619047619047616 3.0 0.047619047619047616 3.0
11 0.0 0 64 512 4 2.3906 0 0.9375 7607.3965 6702.7807 8127.8985 31796 1 7050.4849 2814974.0 105.0 0.9065 0.0 0.0 0.0935 0.3652 -0.0038 0.1834 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2441 0.0 0.0 1.0 0.0 0.0 154107520.0 193226620928.0 0.0 0.8763 0.0237 0.5625 0.3652 16.6087 52.9871 565.9915 34.0 857.9676 291.9761 0.065 6.9292 54.2197 362.5899 417.1488 1216.3902 26.4624 362.8625 765.846 0.0 0.0 0 10 64 512 467 20 41 0.046875 3.0 0.640625 41 0.0082 11.5754 0.03125 2.0 14.2023 0.015625 1.0
12 0.0 0 64 512 5 2.2188 0 0.9375 7184.9531 6151.7331 8068.4312 31717 1 6417.3108 2615742.0 119.0 0.9233 0.0 0.0 0.0767 0.4609 0.003 0.092 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2389 0.0 0.0 1.0 0.0 0.0 5064779.5 5147700736.0 0.0 0.8992 0.0247 0.5781 0.4609 16.6191 53.1242 565.3712 34.1 857.9676 292.5964 0.0639 6.7488 50.4991 300.7344 351.5976 853.8982 29.4017 301.0342 466.1458 0.0 0.0 0 11 63 504 458 23 43 0.047619047619047616 3.0 0.6190476190476191 39 0.06349206349206349 4.0
13 0.0 0 64 512 5 2.3281 0 0.875 7866.75 6919.3271 8547.1141 31684 1 6734.1244 2837449.0 102.0 0.925 0.0 0.0 0.075 0.418 0.0038 0.1009 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2509 -0.0 0.0 1.0 0.0 0.0 3308509.0 4308027392.0 0.0 0.8984 0.0232 0.5781 0.418 16.6349 53.1943 564.9117 34.2 857.9676 293.0559 0.0651 7.1639 55.7894 333.9905 390.061 1328.3862 29.1332 334.2062 902.024 0.0 0.0 0 12 61 488 448 15 29 0.18032786885245902 11.0 0.4262295081967213 26 0.0075 10.9611 0.01639344262295082 1.0 0.04918032786885246 3.0
14 0.0 0 64 512 4 2.2188 0 0.9219 7290.6426 6210.0085 8207.426 31690 1 6273.1747 2579307.0 122.0 0.9532 0.0 0.0 0.0468 0.459 -0.0023 0.098 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2326 0.0 0.0 1.0 0.0 0.0 26911360.0 28828094464.0 0.0 0.9113 0.0247 0.5156 0.459 16.6273 53.2404 564.1673 34.2 857.9676 293.8003 0.0655 6.2601 49.0345 304.2172 353.5397 867.0842 26.9038 304.4394 480.3761 0.0 0.0 0 13 61 488 430 22 55 0.04918032786885246 3.0 0.8032786885245902 49 0.08196721311475409 5.0 0.03278688524590164 2.0
15 0.0 0 64 512 5 2.2969 0 0.8906 7534.4473 7051.5714 7931.4021 31822 1 6845.3829 2790009.0 142.0 0.8793 0.0 0.0 0.1207 0.4512 0.0059 0.1278 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2318 -0.0 0.0 1.0 0.0 0.0 123395328.0 111167111168.0 0.0 0.8732 0.0298 0.6562 0.4512 17.1066 53.2242 634.6797 26.0 857.9676 223.2878 0.0654 6.1864 51.4801 329.1219 380.8691 1247.6915 32.9105 329.3226 827.7208 0.0 0.0 0 14 62 496 457 17 27 0.1935483870967742 12.0 0.3387096774193548 21 0.0077 10.344 0.06451612903225806 4.0 0.03225806451612903 2.0
16 0.0 0 64 512 5 2.125 0 0.8906 8321.502 5844.7429 10043.7517 31758 1 6907.3413 3027171.0 107.0 0.9168 0.0 0.0 0.0832 0.4102 -0.0136 0.1256 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2606 0.0 0.0 1.0 0.0 0.0 120506544.0 182772285440.0 0.0 0.9133 0.0274 0.5625 0.4102 17.1188 53.2869 631.5453 26.4 857.9676 226.4223 0.0663 7.2378 52.7711 346.9524 400.0498 1013.0757 27.3806 347.212 578.4025 0.0 0.0 0 15 62 496 454 20 42 0.6129032258064516 38 0.016129032258064516 1.0 0.04838709677419355 3.0 14.5803