{ "best_global_step": 600, "best_metric": 3.6174755096435547, "best_model_checkpoint": "codellama_utests_embedded_v3/checkpoint-600", "epoch": 4.0, "eval_steps": 200, "global_step": 652, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.3067484662576687, "grad_norm": 16.58524513244629, "learning_rate": 9.800000000000001e-06, "loss": 14.9826, "step": 50 }, { "epoch": 0.6134969325153374, "grad_norm": 1.136972188949585, "learning_rate": 1.9600000000000002e-05, "loss": 7.3524, "step": 100 }, { "epoch": 0.9202453987730062, "grad_norm": 1.8778836727142334, "learning_rate": 1.8260869565217393e-05, "loss": 6.3668, "step": 150 }, { "epoch": 1.2269938650306749, "grad_norm": 1.6192196607589722, "learning_rate": 1.644927536231884e-05, "loss": 6.1982, "step": 200 }, { "epoch": 1.2269938650306749, "eval_loss": 6.118179798126221, "eval_runtime": 212.8589, "eval_samples_per_second": 1.536, "eval_steps_per_second": 0.193, "step": 200 }, { "epoch": 1.5337423312883436, "grad_norm": 5.733585357666016, "learning_rate": 1.4637681159420291e-05, "loss": 6.0188, "step": 250 }, { "epoch": 1.8404907975460123, "grad_norm": 2.485412120819092, "learning_rate": 1.2862318840579711e-05, "loss": 5.7176, "step": 300 }, { "epoch": 2.147239263803681, "grad_norm": 5.66612434387207, "learning_rate": 1.1050724637681161e-05, "loss": 5.4888, "step": 350 }, { "epoch": 2.4539877300613497, "grad_norm": 4.912620544433594, "learning_rate": 9.23913043478261e-06, "loss": 5.1486, "step": 400 }, { "epoch": 2.4539877300613497, "eval_loss": 5.174108982086182, "eval_runtime": 213.7618, "eval_samples_per_second": 1.53, "eval_steps_per_second": 0.192, "step": 400 }, { "epoch": 2.7607361963190185, "grad_norm": 9.008650779724121, "learning_rate": 7.4637681159420295e-06, "loss": 4.9863, "step": 450 }, { "epoch": 3.067484662576687, "grad_norm": 9.85195255279541, "learning_rate": 5.652173913043479e-06, "loss": 4.7134, "step": 500 }, { "epoch": 3.374233128834356, "grad_norm": 5.555596828460693, "learning_rate": 3.840579710144928e-06, "loss": 4.2576, "step": 550 }, { "epoch": 3.6809815950920246, "grad_norm": 5.973374843597412, "learning_rate": 2.065217391304348e-06, "loss": 3.6974, "step": 600 }, { "epoch": 3.6809815950920246, "eval_loss": 3.6174755096435547, "eval_runtime": 215.2474, "eval_samples_per_second": 1.519, "eval_steps_per_second": 0.19, "step": 600 }, { "epoch": 3.9877300613496933, "grad_norm": 5.285229206085205, "learning_rate": 2.536231884057971e-07, "loss": 3.5779, "step": 650 } ], "logging_steps": 50, "max_steps": 652, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 200, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8.555979922735104e+17, "train_batch_size": 4, "trial_name": null, "trial_params": null }