{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 0.425531914893617, "eval_steps": 500, "global_step": 10, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": 0.0, "completions/max_length": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.0851063829787234, "frac_reward_zero_std": 1.0, "grad_norm": 0.0, "kl": 0.0, "learning_rate": 5e-07, "loss": 0.0, "num_tokens": 1056.0, "reward": 2.773157477378845, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 1.2665000259876251, "rewards/concensus_correctness_reward_func/std": 0.3516063094139099, "rewards/consensus_reward_func/mean": 1.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.006657483754679561, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 2 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": 0.0, "completions/max_length": 4.0, "completions/max_terminated_length": 4.0, "completions/mean_length": 4.0, "completions/mean_terminated_length": 4.0, "completions/min_length": 4.0, "completions/min_terminated_length": 4.0, "epoch": 0.1702127659574468, "frac_reward_zero_std": 1.0, "grad_norm": 0.0, "kl": 0.0, "learning_rate": 4.415111107797445e-07, "loss": 0.0, "num_tokens": 2112.0, "reward": 2.671488881111145, "reward_std": 0.0, "rewards/concensus_correctness_reward_func/mean": 1.656000018119812, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 1.0, "rewards/consensus_reward_func/std": 0.0, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.015488910721614957, "rewards/question_recreation_reward_func/std": 0.0, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 4 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": 0.0, "completions/max_length": 51.0, "completions/max_terminated_length": 51.0, "completions/mean_length": 40.875, "completions/mean_terminated_length": 40.875, "completions/min_length": 31.0, "completions/min_terminated_length": 31.0, "epoch": 0.2553191489361702, "frac_reward_zero_std": 0.0, "grad_norm": 24.188209533691406, "kl": 0.0006922552565811202, "learning_rate": 2.934120444167326e-07, "loss": 0.066, "num_tokens": 3463.0, "reward": 0.12109604850411415, "reward_std": 0.01923441980034113, "rewards/concensus_correctness_reward_func/mean": 0.0, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 0.0, "rewards/consensus_reward_func/std": 0.0, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.12109604850411415, "rewards/question_recreation_reward_func/std": 0.019095160998404026, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 6 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": 0.0, "completions/max_length": 11.0, "completions/max_terminated_length": 11.0, "completions/mean_length": 5.875, "completions/mean_terminated_length": 5.875, "completions/min_length": 3.0, "completions/min_terminated_length": 3.0, "epoch": 0.3404255319148936, "frac_reward_zero_std": 0.5, "grad_norm": 150.0901336669922, "kl": 0.0003200410428689793, "learning_rate": 1.2500000000000005e-07, "loss": -0.0004, "num_tokens": 4534.0, "reward": 1.6251622596755624, "reward_std": 0.0022238311357796192, "rewards/concensus_correctness_reward_func/mean": 0.609000027179718, "rewards/concensus_correctness_reward_func/std": 0.0, "rewards/consensus_reward_func/mean": 1.0, "rewards/consensus_reward_func/std": 0.0, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.016162254847586155, "rewards/question_recreation_reward_func/std": 0.004925040062516928, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 8 }, { "clip_ratio/high_max": 0.0, "clip_ratio/high_mean": 0.0, "clip_ratio/low_mean": 0.0, "clip_ratio/low_min": 0.0, "clip_ratio/region_mean": 0.0, "completions/clipped_ratio": 0.0, "completions/max_length": 43.5, "completions/max_terminated_length": 43.5, "completions/mean_length": 27.0, "completions/mean_terminated_length": 27.0, "completions/min_length": 12.5, "completions/min_terminated_length": 12.5, "epoch": 0.425531914893617, "frac_reward_zero_std": 0.5, "grad_norm": 34.003170013427734, "kl": 0.0032135010151250754, "learning_rate": 1.507684480352292e-08, "loss": 0.0236, "num_tokens": 5774.0, "reward": 0.9951896788552403, "reward_std": 0.0007218425162136555, "rewards/concensus_correctness_reward_func/mean": 0.4779999852180481, "rewards/concensus_correctness_reward_func/std": 0.5519468784332275, "rewards/consensus_reward_func/mean": 0.5, "rewards/consensus_reward_func/std": 0.5773502588272095, "rewards/cumulative_reward_2/mean": 0.0, "rewards/cumulative_reward_2/std": 0.0, "rewards/final_correctness_reward_func/mean": 0.0, "rewards/final_correctness_reward_func/std": 0.0, "rewards/question_recreation_reward_func/mean": 0.017189682461321354, "rewards/question_recreation_reward_func/std": 0.006342948647215962, "rewards/soft_format_reward_func/mean": 0.0, "rewards/soft_format_reward_func/std": 0.0, "rewards/strict_format_reward_func/mean": 0.0, "rewards/strict_format_reward_func/std": 0.0, "rewards/xmlcount_reward_func/mean": 0.0, "rewards/xmlcount_reward_func/std": 0.0, "step": 10 }, { "epoch": 0.425531914893617, "step": 10, "total_flos": 0.0, "train_loss": 0.017834216356277466, "train_runtime": 1576.6026, "train_samples_per_second": 0.025, "train_steps_per_second": 0.006 } ], "logging_steps": 2, "max_steps": 10, "num_input_tokens_seen": 5774, "num_train_epochs": 1, "save_steps": 10, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }