{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 4.0, "eval_steps": 1000, "global_step": 10154, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.00039416633819471815, "grad_norm": 6.560182094573975, "learning_rate": 0.0, "loss": 3.906, "step": 1 }, { "epoch": 0.3941663381947182, "grad_norm": 4.686622619628906, "learning_rate": 1.3118844386080105e-05, "loss": 3.3873, "step": 1000 }, { "epoch": 0.3941663381947182, "eval_cosine_accuracy": 0.9577242732048035, "eval_loss": 1.444562554359436, "eval_runtime": 24.0999, "eval_samples_per_second": 394.567, "eval_steps_per_second": 1.577, "step": 1000 }, { "epoch": 0.7883326763894364, "grad_norm": 4.804063320159912, "learning_rate": 1.9305058763413388e-05, "loss": 2.6104, "step": 2000 }, { "epoch": 0.7883326763894364, "eval_cosine_accuracy": 0.9649805426597595, "eval_loss": 1.3182923793792725, "eval_runtime": 24.3741, "eval_samples_per_second": 390.127, "eval_steps_per_second": 1.559, "step": 2000 }, { "epoch": 1.182355257975581, "grad_norm": 4.845874786376953, "learning_rate": 1.7845098182349078e-05, "loss": 1.9638, "step": 3000 }, { "epoch": 1.182355257975581, "eval_cosine_accuracy": 0.9649805426597595, "eval_loss": 1.2991231679916382, "eval_runtime": 24.0097, "eval_samples_per_second": 396.049, "eval_steps_per_second": 1.583, "step": 3000 }, { "epoch": 1.576211106734935, "grad_norm": 4.727691173553467, "learning_rate": 1.6386597561865833e-05, "loss": 1.9904, "step": 4000 }, { "epoch": 1.576211106734935, "eval_cosine_accuracy": 0.9685561060905457, "eval_loss": 1.2640169858932495, "eval_runtime": 23.8211, "eval_samples_per_second": 399.185, "eval_steps_per_second": 1.595, "step": 4000 }, { "epoch": 1.9700669554942891, "grad_norm": 4.540011405944824, "learning_rate": 1.4926636980801519e-05, "loss": 1.8765, "step": 5000 }, { "epoch": 1.9700669554942891, "eval_cosine_accuracy": 0.9704490303993225, "eval_loss": 1.2718477249145508, "eval_runtime": 23.8069, "eval_samples_per_second": 399.422, "eval_steps_per_second": 1.596, "step": 5000 }, { "epoch": 2.3639228042536433, "grad_norm": 9.497809410095215, "learning_rate": 1.3466676399737208e-05, "loss": 1.7538, "step": 6000 }, { "epoch": 2.3639228042536433, "eval_cosine_accuracy": 0.9702387452125549, "eval_loss": 1.2771531343460083, "eval_runtime": 25.1947, "eval_samples_per_second": 377.421, "eval_steps_per_second": 1.508, "step": 6000 }, { "epoch": 2.7577786530129975, "grad_norm": 4.704818248748779, "learning_rate": 1.2006715818672896e-05, "loss": 1.6971, "step": 7000 }, { "epoch": 2.7577786530129975, "eval_cosine_accuracy": 0.9713954925537109, "eval_loss": 1.2673554420471191, "eval_runtime": 23.8332, "eval_samples_per_second": 398.981, "eval_steps_per_second": 1.594, "step": 7000 }, { "epoch": 3.1516345017723513, "grad_norm": 4.666325569152832, "learning_rate": 1.0548215198189651e-05, "loss": 1.6378, "step": 8000 }, { "epoch": 3.1516345017723513, "eval_cosine_accuracy": 0.9723420143127441, "eval_loss": 1.2950376272201538, "eval_runtime": 23.8005, "eval_samples_per_second": 399.53, "eval_steps_per_second": 1.597, "step": 8000 }, { "epoch": 3.5454903505317055, "grad_norm": 4.480121612548828, "learning_rate": 9.088254617125339e-06, "loss": 1.5757, "step": 9000 }, { "epoch": 3.5454903505317055, "eval_cosine_accuracy": 0.9733936190605164, "eval_loss": 1.3058724403381348, "eval_runtime": 23.7962, "eval_samples_per_second": 399.602, "eval_steps_per_second": 1.597, "step": 9000 }, { "epoch": 3.9393461992910597, "grad_norm": 4.783756256103516, "learning_rate": 7.62975399664209e-06, "loss": 1.5623, "step": 10000 }, { "epoch": 3.9393461992910597, "eval_cosine_accuracy": 0.9734987616539001, "eval_loss": 1.2862597703933716, "eval_runtime": 23.7755, "eval_samples_per_second": 399.95, "eval_steps_per_second": 1.598, "step": 10000 } ], "logging_steps": 1000, "max_steps": 15222, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }