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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,batch_errors/avg_InvalidChatHistory,batch_errors/total_InvalidChatHistory,batch_errors/avg_AgentTimeoutError,batch_errors/total_AgentTimeoutError,timing/cleanup_old_checkpoints,timing/save_checkpoints,timing/save_hf_model,batch_errors/avg_DaytonaError,batch_errors/total_DaytonaError,batch_errors/avg_EnvironmentStartTimeoutError,batch_errors/total_EnvironmentStartTimeoutError,batch_errors/avg_AgentSetupTimeoutError,batch_errors/total_AgentSetupTimeoutError,batch_errors/avg_DaytonaAuthenticationError,batch_errors/total_DaytonaAuthenticationError
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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 batch_errors/avg_InvalidChatHistory batch_errors/total_InvalidChatHistory batch_errors/avg_AgentTimeoutError batch_errors/total_AgentTimeoutError timing/cleanup_old_checkpoints timing/save_checkpoints timing/save_hf_model batch_errors/avg_DaytonaError batch_errors/total_DaytonaError batch_errors/avg_EnvironmentStartTimeoutError batch_errors/total_EnvironmentStartTimeoutError batch_errors/avg_AgentSetupTimeoutError batch_errors/total_AgentSetupTimeoutError batch_errors/avg_DaytonaAuthenticationError batch_errors/total_DaytonaAuthenticationError
2 0.0 0 64 512 5 1.0156 0 0.375 7870.2598 6315.6206 9388.8842 31637 1 6785.04 2896175.0 133.0 0.9152 0.0 0.0 0.0848 0.4941 0.0063 0.0694 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2567 -0.0 0.0 1.0 0.0 0.0 27557782.0 21387087872.0 0.0 0.937 0.0237 0.5789 0.4941 14.2347 51.1202 631.0969 26.4 857.9675 226.8707 0.1346 7.0681 58.9995 333.6066 392.9824 3508.9379 27.2008 333.8473 3081.6862 0.0 0.0 0 51 63 504 418 28 76 0.15873015873015872 10.0 1.1111111111111112 70 0.07936507936507936 5.0 0.015873015873015872 1.0
3 0.0 0 64 512 1 0.8594 0 0.8594 8808.2207 6710.8452 9718.8459 31686 1 8370.5228 3290132.0 159.0 0.9009 0.0 0.0 0.0991 0.3027 -0.0064 0.0917 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2564 0.0 0.0 1.0 0.0 0.0 501408064.0 826448674816.0 0.0 0.8175 0.0274 0.4219 0.3027 15.1382 51.7656 621.5242 27.6 857.9675 236.4433 0.0732 7.1173 57.4233 385.1163 442.9004 1919.0728 29.1921 385.4029 1439.8403 0.0 0.0 0 52 59 472 378 38 94 1.6779661016949152 99 0.05084745762711865 3.0 0.03389830508474576 2.0 18.5346 28.4804
4 0.0 0 64 512 2 1.7656 1 1.0 8967.1973 7329.9167 9684.6573 31825 1 8954.1485 3389605.0 153.0 0.8921 0.0 0.0 0.1079 0.3047 -0.0094 0.1422 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.267 0.0 0.0 1.0 0.0 0.0 119342128.0 163474669568.0 0.0 0.7877 0.0323 0.4688 0.3047 16.6714 52.1664 614.8705 28.3 857.9675 243.097 0.0729 7.0715 60.5892 415.1575 476.1278 770.9158 27.5132 415.4649 260.2 0.0 0.0 0 53 63 504 457 15 41 0.09523809523809523 6.0 0.6031746031746031 38 0.047619047619047616 3.0 0.047619047619047616 3.0
5 0.0 0 64 512 3 1.9375 0 0.9375 8510.0391 9127.6961 8100.9416 31729 1 6954.5411 3177723.0 131.0 0.9099 0.0 0.0 0.0901 0.3984 0.0077 0.1448 -0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2826 -0.0 0.0 1.0 0.0 0.0 44137072.0 67892584448.0 0.0 0.8919 0.0273 0.5156 0.3984 17.4938 52.8479 612.3815 28.6 857.9675 245.586 0.0695 7.2495 54.4807 350.8659 405.7223 1262.5804 27.5799 351.1717 822.0256 0.0 0.0 0 54 62 496 427 22 69 0.9838709677419355 61 0.08064516129032258 5.0 0.04838709677419355 3.0 0.0112 9.6942
6 0.0 0 64 512 4 2.0156 0 0.9844 8230.3984 7046.86 8989.0769 31667 1 7452.8186 3007679.0 124.0 0.9263 0.0 0.0 0.0737 0.3906 -0.0244 0.14 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2582 0.0 0.0 1.0 0.0 0.0001 388513.125 265224640.0 0.0 0.8549 0.0264 0.5 0.3906 17.9757 53.397 630.4458 26.5 857.9675 227.5217 0.1261 6.8327 56.0921 363.642 420.1494 1293.9807 27.1413 363.9305 839.8512 0.0 0.0 0 55 63 504 422 27 80 0.031746031746031744 2.0 1.1111111111111112 70 0.1111111111111111 7.0 0.031746031746031744 2.0 7.1785 0.015873015873015872 1.0
7 0.0 0 64 512 4 2.3594 0 0.9844 8966.502 8608.9366 9205.2671 31700 1 7904.8026 3298465.0 121.0 0.937 0.0 0.0 0.063 0.4004 -0.0009 0.0759 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.2607 0.0 0.0 1.0 0.0 0.0 1056077.125 1463281152.0 0.0 0.83 0.0258 0.5 0.4004 18.0678 53.523 626.6718 27.0 857.9675 231.2957 0.0953 6.7654 60.3737 389.4993 450.3502 1192.3871 28.6912 389.8807 706.5754 0.0 0.0 0 56 60 480 419 22 54 0.11666666666666667 7.0 0.8166666666666667 49 0.05 3.0 0.03333333333333333 2.0 0.0093 8.6294 0.1 6.0
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