{ "best_metric": null, "best_model_checkpoint": null, "epoch": 10.0, "eval_steps": 500, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "grad_norm": 18.01788389344521, "learning_rate": 5e-06, "loss": 1.1132, "step": 1 }, { "epoch": 1.0, "eval_loss": 0.9493625164031982, "eval_runtime": 5.3921, "eval_samples_per_second": 8.902, "eval_steps_per_second": 0.371, "step": 4 }, { "epoch": 1.25, "grad_norm": 9.96328065072019, "learning_rate": 9.847001329696653e-06, "loss": 1.0469, "step": 5 }, { "epoch": 2.0, "eval_loss": 0.5404321551322937, "eval_runtime": 5.3239, "eval_samples_per_second": 9.016, "eval_steps_per_second": 0.376, "step": 8 }, { "epoch": 2.5, "grad_norm": 6.243012201796606, "learning_rate": 8.94570254698197e-06, "loss": 0.6437, "step": 10 }, { "epoch": 3.0, "eval_loss": 0.25905123353004456, "eval_runtime": 5.3216, "eval_samples_per_second": 9.02, "eval_steps_per_second": 0.376, "step": 12 }, { "epoch": 3.75, "grad_norm": 4.3348730787237155, "learning_rate": 7.379736965185369e-06, "loss": 0.2869, "step": 15 }, { "epoch": 4.0, "eval_loss": 0.11114040017127991, "eval_runtime": 5.3277, "eval_samples_per_second": 9.009, "eval_steps_per_second": 0.375, "step": 16 }, { "epoch": 5.0, "grad_norm": 2.31206970549863, "learning_rate": 5.412896727361663e-06, "loss": 0.1014, "step": 20 }, { "epoch": 5.0, "eval_loss": 0.054268091917037964, "eval_runtime": 5.3319, "eval_samples_per_second": 9.002, "eval_steps_per_second": 0.375, "step": 20 }, { "epoch": 6.0, "eval_loss": 0.03400101512670517, "eval_runtime": 5.3236, "eval_samples_per_second": 9.016, "eval_steps_per_second": 0.376, "step": 24 }, { "epoch": 6.25, "grad_norm": 0.9780308547160452, "learning_rate": 3.3765026539765832e-06, "loss": 0.046, "step": 25 }, { "epoch": 7.0, "eval_loss": 0.022755322977900505, "eval_runtime": 5.3198, "eval_samples_per_second": 9.023, "eval_steps_per_second": 0.376, "step": 28 }, { "epoch": 7.5, "grad_norm": 0.9473878282110842, "learning_rate": 1.6135921418712959e-06, "loss": 0.0282, "step": 30 }, { "epoch": 8.0, "eval_loss": 0.01530417799949646, "eval_runtime": 5.3181, "eval_samples_per_second": 9.026, "eval_steps_per_second": 0.376, "step": 32 }, { "epoch": 8.75, "grad_norm": 0.5840687859842386, "learning_rate": 4.211333667247125e-07, "loss": 0.0157, "step": 35 }, { "epoch": 9.0, "eval_loss": 0.011590150184929371, "eval_runtime": 5.3351, "eval_samples_per_second": 8.997, "eval_steps_per_second": 0.375, "step": 36 }, { "epoch": 10.0, "grad_norm": 0.4445302982197704, "learning_rate": 0.0, "loss": 0.0111, "step": 40 }, { "epoch": 10.0, "eval_loss": 0.010843921452760696, "eval_runtime": 5.2924, "eval_samples_per_second": 9.07, "eval_steps_per_second": 0.378, "step": 40 }, { "epoch": 10.0, "step": 40, "total_flos": 8375186227200.0, "train_loss": 0.2741479417309165, "train_runtime": 558.26, "train_samples_per_second": 1.773, "train_steps_per_second": 0.072 } ], "logging_steps": 5, "max_steps": 40, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 100, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8375186227200.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }