explore-tis-minp-40-8B/training_logs/20260612_111844_metrics_explore-tis-minp_736735.csv

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/cleanup_old_checkpoints	timing/compute_advantages_and_returns	timing/convert_to_training_input	timing/fwd_logprobs_values_reward	timing/policy_train	timing/run_training	timing/save_checkpoints	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
2	0.0	0	64	512	0	0.0	0	0.0	5063.8457	4657.2901	6406.5042	25886	838	3897.3446	1699520.0	57.0	0.9638	0.0	0.0	0.0362	0.7676	-0.0118	0.1047	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.22	0.0	0.0	1.0	0.0	0.0	150736.9062	166815696.0	0.0	0.9963	0.0143	0.8281	0.7676	11.8836	50.8716	576.684	32.8	857.9675	281.2836	12.1485	0.1078	5.034	40.6516	198.9476	239.9133	19.7473	1825.9347	24.537	199.1534	1556.4501	0.0	0.0	1	84	20	160	157	1	0	0.15	3