{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 5.0, "eval_steps": 500, "global_step": 9750, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2564102564102564, "grad_norm": 0.3748186528682709, "learning_rate": 0.0018976410256410258, "loss": 0.4066, "step": 500 }, { "epoch": 0.5128205128205128, "grad_norm": 0.34374505281448364, "learning_rate": 0.001795076923076923, "loss": 0.1902, "step": 1000 }, { "epoch": 0.7692307692307693, "grad_norm": 0.29863688349723816, "learning_rate": 0.0016925128205128206, "loss": 0.1362, "step": 1500 }, { "epoch": 1.0, "eval_loss": 0.0691862627863884, "eval_runtime": 22.7429, "eval_samples_per_second": 304.799, "eval_steps_per_second": 9.541, "step": 1950 }, { "epoch": 1.0256410256410255, "grad_norm": 0.25807419419288635, "learning_rate": 0.001589948717948718, "loss": 0.1005, "step": 2000 }, { "epoch": 1.282051282051282, "grad_norm": 0.24320101737976074, "learning_rate": 0.0014873846153846152, "loss": 0.0615, "step": 2500 }, { "epoch": 1.5384615384615383, "grad_norm": 0.24260133504867554, "learning_rate": 0.001384820512820513, "loss": 0.0562, "step": 3000 }, { "epoch": 1.7948717948717947, "grad_norm": 0.4375219941139221, "learning_rate": 0.0012822564102564103, "loss": 0.0466, "step": 3500 }, { "epoch": 2.0, "eval_loss": 0.03345639631152153, "eval_runtime": 23.0664, "eval_samples_per_second": 300.523, "eval_steps_per_second": 9.408, "step": 3900 }, { "epoch": 2.051282051282051, "grad_norm": 0.20671938359737396, "learning_rate": 0.0011796923076923076, "loss": 0.038, "step": 4000 }, { "epoch": 2.3076923076923075, "grad_norm": 0.16543850302696228, "learning_rate": 0.0010771282051282051, "loss": 0.0222, "step": 4500 }, { "epoch": 2.564102564102564, "grad_norm": 0.12343248724937439, "learning_rate": 0.0009745641025641025, "loss": 0.0223, "step": 5000 }, { "epoch": 2.8205128205128203, "grad_norm": 0.11194447427988052, "learning_rate": 0.000872, "loss": 0.0194, "step": 5500 }, { "epoch": 3.0, "eval_loss": 0.020821645855903625, "eval_runtime": 22.9804, "eval_samples_per_second": 301.649, "eval_steps_per_second": 9.443, "step": 5850 }, { "epoch": 3.076923076923077, "grad_norm": 0.07755649834871292, "learning_rate": 0.0007694358974358975, "loss": 0.0145, "step": 6000 }, { "epoch": 3.3333333333333335, "grad_norm": 0.0282865259796381, "learning_rate": 0.0006668717948717949, "loss": 0.0087, "step": 6500 }, { "epoch": 3.58974358974359, "grad_norm": 0.18944522738456726, "learning_rate": 0.0005643076923076923, "loss": 0.0076, "step": 7000 }, { "epoch": 3.8461538461538463, "grad_norm": 0.13857877254486084, "learning_rate": 0.00046174358974358977, "loss": 0.0073, "step": 7500 }, { "epoch": 4.0, "eval_loss": 0.016552278771996498, "eval_runtime": 22.8045, "eval_samples_per_second": 303.975, "eval_steps_per_second": 9.516, "step": 7800 }, { "epoch": 4.102564102564102, "grad_norm": 0.1588769406080246, "learning_rate": 0.0003591794871794872, "loss": 0.0049, "step": 8000 }, { "epoch": 4.358974358974359, "grad_norm": 0.13791902363300323, "learning_rate": 0.00025661538461538465, "loss": 0.0028, "step": 8500 }, { "epoch": 4.615384615384615, "grad_norm": 0.1163698062300682, "learning_rate": 0.00015405128205128206, "loss": 0.002, "step": 9000 }, { "epoch": 4.871794871794872, "grad_norm": 0.023280449211597443, "learning_rate": 5.148717948717948e-05, "loss": 0.0017, "step": 9500 }, { "epoch": 5.0, "eval_loss": 0.015809964388608932, "eval_runtime": 22.9082, "eval_samples_per_second": 302.599, "eval_steps_per_second": 9.473, "step": 9750 } ], "logging_steps": 500, "max_steps": 9750, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 7.18585886063616e+16, "train_batch_size": 32, "trial_name": null, "trial_params": null }