{ "best_global_step": 15, "best_metric": 9.510484915153938e-07, "best_model_checkpoint": "outputs/microsoft/Phi-3.5-mini-instruct/aime_mcl_256/checkpoint-15", "epoch": 2.98876404494382, "eval_steps": 5, "global_step": 66, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2247191011235955, "grad_norm": 0.0, "learning_rate": 9.393939393939395e-07, "loss": 0.0, "step": 5 }, { "epoch": 0.2247191011235955, "eval_clip_ratio": 0.0, "eval_completion_length": 255.30357142857142, "eval_kl": 0.0, "eval_loss": 0.004398442804813385, "eval_num_tokens": 38036.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4611, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 5 }, { "epoch": 0.449438202247191, "grad_norm": 1.931009819600149e-06, "learning_rate": 8.636363636363636e-07, "loss": 0.007, "step": 10 }, { "epoch": 0.449438202247191, "eval_clip_ratio": 0.0, "eval_completion_length": 255.82142857142858, "eval_kl": 2.9414892196655273e-05, "eval_loss": 0.0010968457208946347, "eval_num_tokens": 75945.0, "eval_reward": 0.03571428571428571, "eval_reward_std": 0.07142857142857142, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.017857142857142856, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.3026, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 10 }, { "epoch": 0.6741573033707865, "grad_norm": 0.0, "learning_rate": 7.878787878787878e-07, "loss": 0.0, "step": 15 }, { "epoch": 0.6741573033707865, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 2.4216515677315848e-05, "eval_loss": 9.510484915153938e-07, "eval_num_tokens": 112173.0, "eval_reward": 0.0, "eval_reward_std": 0.0, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.0, "eval_runtime": 214.2147, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 15 }, { "epoch": 0.898876404494382, "grad_norm": 6.757839514648367e-07, "learning_rate": 7.121212121212121e-07, "loss": 0.0023, "step": 20 }, { "epoch": 0.898876404494382, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 2.636228288922991e-05, "eval_loss": 1.0162302714888938e-06, "eval_num_tokens": 154178.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4077, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 20 }, { "epoch": 1.1348314606741572, "grad_norm": 1.0110848052136134e-06, "learning_rate": 6.363636363636363e-07, "loss": 0.0, "step": 25 }, { "epoch": 1.1348314606741572, "eval_clip_ratio": 0.0, "eval_completion_length": 255.76785714285714, "eval_kl": 2.2883926119123187e-05, "eval_loss": 0.0014293499989435077, "eval_num_tokens": 193586.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4438, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 25 }, { "epoch": 1.3595505617977528, "grad_norm": 8.461184393127041e-07, "learning_rate": 5.606060606060605e-07, "loss": 0.0, "step": 30 }, { "epoch": 1.3595505617977528, "eval_clip_ratio": 0.0, "eval_completion_length": 254.96428571428572, "eval_kl": 3.0347279139927457e-05, "eval_loss": 0.006671134382486343, "eval_num_tokens": 231950.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.3165, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 30 }, { "epoch": 1.5842696629213484, "grad_norm": 7.697835826547816e-07, "learning_rate": 4.848484848484849e-07, "loss": 0.0, "step": 35 }, { "epoch": 1.5842696629213484, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 3.2765524727957586e-05, "eval_loss": 1.3170388228900265e-06, "eval_num_tokens": 270522.0, "eval_reward": 0.0, "eval_reward_std": 0.0, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.0, "eval_runtime": 214.4369, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 35 }, { "epoch": 1.8089887640449438, "grad_norm": 0.0, "learning_rate": 4.090909090909091e-07, "loss": 0.0, "step": 40 }, { "epoch": 1.8089887640449438, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 3.102847508021763e-05, "eval_loss": 1.2555974535644054e-06, "eval_num_tokens": 309066.0, "eval_reward": 0.0, "eval_reward_std": 0.0, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.0, "eval_runtime": 214.4846, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 40 }, { "epoch": 2.044943820224719, "grad_norm": 8.674070954839408e-07, "learning_rate": 3.333333333333333e-07, "loss": 0.0, "step": 45 }, { "epoch": 2.044943820224719, "eval_clip_ratio": 0.0, "eval_completion_length": 255.75, "eval_kl": 2.7051993778773715e-05, "eval_loss": 0.0015409131301566958, "eval_num_tokens": 347338.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4059, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 45 }, { "epoch": 2.2696629213483144, "grad_norm": 3.324863371290121e-07, "learning_rate": 2.5757575757575754e-07, "loss": 0.0, "step": 50 }, { "epoch": 2.2696629213483144, "eval_clip_ratio": 0.0, "eval_completion_length": 255.91071428571428, "eval_kl": 2.6034457342965262e-05, "eval_loss": 0.0005461012478917837, "eval_num_tokens": 385150.0, "eval_reward": 0.017857142857142856, "eval_reward_std": 0.03571428571428571, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4834, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 50 }, { "epoch": 2.49438202247191, "grad_norm": 5.330386443347379e-07, "learning_rate": 1.818181818181818e-07, "loss": 0.0005, "step": 55 }, { "epoch": 2.49438202247191, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 3.3276421683175226e-05, "eval_loss": 1.2978928225493291e-06, "eval_num_tokens": 422711.0, "eval_reward": 0.0, "eval_reward_std": 0.0, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.0, "eval_runtime": 214.3979, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 55 }, { "epoch": 2.7191011235955056, "grad_norm": 0.0, "learning_rate": 1.0606060606060605e-07, "loss": 0.0016, "step": 60 }, { "epoch": 2.7191011235955056, "eval_clip_ratio": 0.0, "eval_completion_length": 256.0, "eval_kl": 2.9053006853376117e-05, "eval_loss": 1.1453090564828017e-06, "eval_num_tokens": 461581.0, "eval_reward": 0.0, "eval_reward_std": 0.0, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.0, "eval_rewards/returns_int_reward_func": 0.0, "eval_runtime": 214.3855, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 60 }, { "epoch": 2.943820224719101, "grad_norm": 0.0, "learning_rate": 3.0303030303030305e-08, "loss": 0.0014, "step": 65 }, { "epoch": 2.943820224719101, "eval_clip_ratio": 0.0, "eval_completion_length": 255.67857142857142, "eval_kl": 3.472396305629185e-05, "eval_loss": 0.001989251933991909, "eval_num_tokens": 501354.0, "eval_reward": 0.03571428571428571, "eval_reward_std": 0.07142857142857142, "eval_rewards/equation_reward_func": 0.0, "eval_rewards/format_reward_func": 0.017857142857142856, "eval_rewards/returns_int_reward_func": 0.017857142857142856, "eval_runtime": 214.4751, "eval_samples_per_second": 0.065, "eval_steps_per_second": 0.019, "step": 65 } ], "logging_steps": 5, "max_steps": 66, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 15, "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": 4, "trial_name": null, "trial_params": null }