{ "best_metric": null, "best_model_checkpoint": null, "epoch": 9.383378016085791, "eval_steps": 500, "global_step": 3500, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.6661079525947571, "eval_loss": 0.5971955060958862, "eval_runtime": 15.5437, "eval_samples_per_second": 191.91, "eval_steps_per_second": 12.031, "step": 373 }, { "epoch": 1.3404825737265416, "grad_norm": 10.565417289733887, "learning_rate": 1.8562171591313335e-05, "loss": 0.6088, "step": 500 }, { "epoch": 2.0, "eval_accuracy": 0.68890380859375, "eval_loss": 0.554870069026947, "eval_runtime": 20.9818, "eval_samples_per_second": 142.171, "eval_steps_per_second": 8.912, "step": 746 }, { "epoch": 2.680965147453083, "grad_norm": 12.369528770446777, "learning_rate": 1.5688770416187432e-05, "loss": 0.4913, "step": 1000 }, { "epoch": 3.0, "eval_accuracy": 0.6895742416381836, "eval_loss": 0.6084151268005371, "eval_runtime": 21.3765, "eval_samples_per_second": 139.546, "eval_steps_per_second": 8.748, "step": 1119 }, { "epoch": 4.0, "eval_accuracy": 0.6959436535835266, "eval_loss": 0.6611299514770508, "eval_runtime": 14.7723, "eval_samples_per_second": 201.931, "eval_steps_per_second": 12.659, "step": 1492 }, { "epoch": 4.021447721179625, "grad_norm": 14.231189727783203, "learning_rate": 1.2815369241061527e-05, "loss": 0.3834, "step": 1500 }, { "epoch": 5.0, "eval_accuracy": 0.7039892673492432, "eval_loss": 0.6887115240097046, "eval_runtime": 8.0268, "eval_samples_per_second": 371.63, "eval_steps_per_second": 23.297, "step": 1865 }, { "epoch": 5.361930294906166, "grad_norm": 17.718364715576172, "learning_rate": 9.941968065935624e-06, "loss": 0.2616, "step": 2000 }, { "epoch": 6.0, "eval_accuracy": 0.7019778490066528, "eval_loss": 0.7845392227172852, "eval_runtime": 57.529, "eval_samples_per_second": 51.852, "eval_steps_per_second": 3.251, "step": 2238 }, { "epoch": 6.702412868632708, "grad_norm": 17.930471420288086, "learning_rate": 7.0685668908097215e-06, "loss": 0.1949, "step": 2500 }, { "epoch": 7.0, "eval_accuracy": 0.6979550719261169, "eval_loss": 0.8831968307495117, "eval_runtime": 50.8363, "eval_samples_per_second": 58.679, "eval_steps_per_second": 3.678, "step": 2611 }, { "epoch": 8.0, "eval_accuracy": 0.7003017067909241, "eval_loss": 0.9950036406517029, "eval_runtime": 50.3735, "eval_samples_per_second": 59.218, "eval_steps_per_second": 3.712, "step": 2984 }, { "epoch": 8.04289544235925, "grad_norm": 12.573803901672363, "learning_rate": 4.1951657156838185e-06, "loss": 0.1515, "step": 3000 }, { "epoch": 9.0, "eval_accuracy": 0.6962789297103882, "eval_loss": 1.03825843334198, "eval_runtime": 58.6383, "eval_samples_per_second": 50.871, "eval_steps_per_second": 3.189, "step": 3357 }, { "epoch": 9.383378016085791, "grad_norm": 25.479394912719727, "learning_rate": 1.3217645405579155e-06, "loss": 0.1231, "step": 3500 } ], "logging_steps": 500, "max_steps": 3730, "num_input_tokens_seen": 0, "num_train_epochs": 10, "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": 5252134618773024.0, "train_batch_size": 32, "trial_name": null, "trial_params": { "learning_rate": 2.1435572766439238e-05, "per_device_train_batch_size": 32 } }