{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 20, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "completion_length": 227.65625, "epoch": 0.5714285714285714, "grad_norm": 42.79217529296875, "kl": 0.0, "learning_rate": 5e-07, "loss": 0.0, "reward": 3.5435642525553703, "reward_std": 0.5061808098107576, "rewards/concensus_correctness_reward_func": 0.6306249964982271, "rewards/consensus_reward_func": 1.0, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.125, "rewards/question_recreation_reward_func": 0.6840329738333821, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.203125, "rewards/xmlcount_reward_func": 0.9007812440395355, "step": 2 }, { "completion_length": 114.20833333333333, "epoch": 1.0, "grad_norm": 42.596649169921875, "kl": 0.17642021629338464, "learning_rate": 4.864543104251586e-07, "loss": 0.0001, "reward": 6.350201050440471, "reward_std": 0.5205332829306523, "rewards/concensus_correctness_reward_func": 2.014166663090388, "rewards/consensus_reward_func": 1.5833333333333333, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.3333333333333333, "rewards/question_recreation_reward_func": 0.7852844769755999, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4166666666666667, "rewards/xmlcount_reward_func": 1.2174166639645894, "step": 4 }, { "completion_length": 121.125, "epoch": 1.5714285714285714, "grad_norm": 54.49276351928711, "kl": 6.192452446790412, "learning_rate": 4.472851273490984e-07, "loss": 0.0062, "reward": 5.543629631400108, "reward_std": 0.6034433040767908, "rewards/concensus_correctness_reward_func": 1.4573749955743551, "rewards/consensus_reward_func": 1.5, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.125, "rewards/question_recreation_reward_func": 0.8040984030812979, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.421875, "rewards/xmlcount_reward_func": 1.2352812513709068, "step": 6 }, { "completion_length": 124.125, "epoch": 2.0, "grad_norm": 7102245.5, "kl": 126782.79426941897, "learning_rate": 3.867370395306068e-07, "loss": 95.0871, "reward": 6.043591817220052, "reward_std": 0.7726768641150557, "rewards/concensus_correctness_reward_func": 1.6195833186308544, "rewards/consensus_reward_func": 1.6666666666666667, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.25, "rewards/question_recreation_reward_func": 0.7885918033619722, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4791666666666667, "rewards/xmlcount_reward_func": 1.2395833333333333, "step": 8 }, { "completion_length": 119.125, "epoch": 2.571428571428571, "grad_norm": 47.02878189086914, "kl": 14.295459616580047, "learning_rate": 3.1137137178519977e-07, "loss": 0.0143, "reward": 5.444987773895264, "reward_std": 1.0086145401000977, "rewards/concensus_correctness_reward_func": 1.4008749891072512, "rewards/consensus_reward_func": 1.5, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.1875, "rewards/question_recreation_reward_func": 0.7464564801193774, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.390625, "rewards/xmlcount_reward_func": 1.2195312529802322, "step": 10 }, { "completion_length": 113.58333333333333, "epoch": 3.0, "grad_norm": 38.122867584228516, "kl": 23412645888.984116, "learning_rate": 2.2935516363191693e-07, "loss": 17559486.0, "reward": 6.110063831011455, "reward_std": 1.0958824685464303, "rewards/concensus_correctness_reward_func": 1.625583330790202, "rewards/consensus_reward_func": 1.5833333333333333, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.3333333333333333, "rewards/question_recreation_reward_func": 0.890730490287145, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4375, "rewards/xmlcount_reward_func": 1.2395833333333333, "step": 12 }, { "completion_length": 116.15625, "epoch": 3.571428571428571, "grad_norm": 54.67125701904297, "kl": 2.0787589978426695, "learning_rate": 1.4957614383675767e-07, "loss": 0.0021, "reward": 6.153131395578384, "reward_std": 0.8237987434840761, "rewards/concensus_correctness_reward_func": 1.6433124989271164, "rewards/consensus_reward_func": 1.625, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.375, "rewards/question_recreation_reward_func": 0.8353501502424479, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4375, "rewards/xmlcount_reward_func": 1.2369687482714653, "step": 14 }, { "completion_length": 126.16666666666667, "epoch": 4.0, "grad_norm": 21.411252975463867, "kl": 34.94235846462349, "learning_rate": 8.067960709356478e-08, "loss": 0.0262, "reward": 5.952445189158122, "reward_std": 0.10796807702475537, "rewards/concensus_correctness_reward_func": 1.5421666478117306, "rewards/consensus_reward_func": 1.6666666666666667, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.16666666666666666, "rewards/question_recreation_reward_func": 0.8477784246206284, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4791666666666667, "rewards/xmlcount_reward_func": 1.25, "step": 16 }, { "completion_length": 130.46875, "epoch": 4.571428571428571, "grad_norm": 97680.765625, "kl": 4103.804172766861, "learning_rate": 3.013156219837776e-08, "loss": 4.1038, "reward": 6.159731104969978, "reward_std": 0.27880998147884384, "rewards/concensus_correctness_reward_func": 1.8388749929144979, "rewards/consensus_reward_func": 1.5625, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.375, "rewards/question_recreation_reward_func": 0.7271060263738036, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.40625, "rewards/xmlcount_reward_func": 1.25, "step": 18 }, { "completion_length": 129.375, "epoch": 5.0, "grad_norm": 30.94512367248535, "kl": 35646709772.8303, "learning_rate": 3.4096741493194193e-09, "loss": 26735034.0, "reward": 5.769796172777812, "reward_std": 0.2291471455731274, "rewards/concensus_correctness_reward_func": 1.51466666162014, "rewards/consensus_reward_func": 1.6666666666666667, "rewards/cumulative_reward_2": 0.0, "rewards/final_correctness_reward_func": 0.08333333333333333, "rewards/question_recreation_reward_func": 0.8430045011142889, "rewards/soft_format_reward_func": 0.0, "rewards/strict_format_reward_func": 0.4375, "rewards/xmlcount_reward_func": 1.2246250013510387, "step": 20 }, { "epoch": 5.0, "step": 20, "total_flos": 0.0, "train_loss": 4429461.923979024, "train_runtime": 115.9765, "train_samples_per_second": 2.759, "train_steps_per_second": 0.172 } ], "logging_steps": 2, "max_steps": 20, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 25, "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 }