| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 59.927739863508634, | |
| "eval_steps": 1866, | |
| "global_step": 18660, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 5.992773986350863, | |
| "grad_norm": 7.747014045715332, | |
| "learning_rate": 9.001071811361202e-06, | |
| "loss": 2.0902, | |
| "step": 1866 | |
| }, | |
| { | |
| "epoch": 5.992773986350863, | |
| "eval_accuracy": 0.06874315610171554, | |
| "eval_loss": 3.075465679168701, | |
| "eval_runtime": 32.3867, | |
| "eval_samples_per_second": 253.777, | |
| "eval_steps_per_second": 12.69, | |
| "step": 1866 | |
| }, | |
| { | |
| "epoch": 11.985547972701726, | |
| "grad_norm": 9.559131622314453, | |
| "learning_rate": 8.001607717041802e-06, | |
| "loss": 1.8876, | |
| "step": 3732 | |
| }, | |
| { | |
| "epoch": 11.985547972701726, | |
| "eval_accuracy": 0.06691811655919211, | |
| "eval_loss": 3.2739903926849365, | |
| "eval_runtime": 32.3147, | |
| "eval_samples_per_second": 254.342, | |
| "eval_steps_per_second": 12.719, | |
| "step": 3732 | |
| }, | |
| { | |
| "epoch": 17.97832195905259, | |
| "grad_norm": 4.176961421966553, | |
| "learning_rate": 7.002143622722402e-06, | |
| "loss": 1.763, | |
| "step": 5598 | |
| }, | |
| { | |
| "epoch": 17.97832195905259, | |
| "eval_accuracy": 0.06805369671898447, | |
| "eval_loss": 3.246858596801758, | |
| "eval_runtime": 32.3509, | |
| "eval_samples_per_second": 254.057, | |
| "eval_steps_per_second": 12.704, | |
| "step": 5598 | |
| }, | |
| { | |
| "epoch": 23.97109594540345, | |
| "grad_norm": 5.021180152893066, | |
| "learning_rate": 6.002679528403002e-06, | |
| "loss": 1.7048, | |
| "step": 7464 | |
| }, | |
| { | |
| "epoch": 23.97109594540345, | |
| "eval_accuracy": 0.06770896702761893, | |
| "eval_loss": 3.4241533279418945, | |
| "eval_runtime": 32.3523, | |
| "eval_samples_per_second": 254.047, | |
| "eval_steps_per_second": 12.704, | |
| "step": 7464 | |
| }, | |
| { | |
| "epoch": 29.963869931754317, | |
| "grad_norm": 1.899871587753296, | |
| "learning_rate": 5.003215434083602e-06, | |
| "loss": 1.6776, | |
| "step": 9330 | |
| }, | |
| { | |
| "epoch": 29.963869931754317, | |
| "eval_accuracy": 0.06735612604939774, | |
| "eval_loss": 3.498687505722046, | |
| "eval_runtime": 32.3207, | |
| "eval_samples_per_second": 254.295, | |
| "eval_steps_per_second": 12.716, | |
| "step": 9330 | |
| }, | |
| { | |
| "epoch": 35.95664391810518, | |
| "grad_norm": 2.520411968231201, | |
| "learning_rate": 4.003751339764202e-06, | |
| "loss": 1.6518, | |
| "step": 11196 | |
| }, | |
| { | |
| "epoch": 35.95664391810518, | |
| "eval_accuracy": 0.06750618485622745, | |
| "eval_loss": 3.563265323638916, | |
| "eval_runtime": 32.3151, | |
| "eval_samples_per_second": 254.34, | |
| "eval_steps_per_second": 12.719, | |
| "step": 11196 | |
| }, | |
| { | |
| "epoch": 41.94941790445604, | |
| "grad_norm": 3.6811821460723877, | |
| "learning_rate": 3.0037513397642017e-06, | |
| "loss": 1.6471, | |
| "step": 13062 | |
| }, | |
| { | |
| "epoch": 41.94941790445604, | |
| "eval_accuracy": 0.06683120991431005, | |
| "eval_loss": 3.6389496326446533, | |
| "eval_runtime": 32.2528, | |
| "eval_samples_per_second": 254.831, | |
| "eval_steps_per_second": 12.743, | |
| "step": 13062 | |
| }, | |
| { | |
| "epoch": 47.9421918908069, | |
| "grad_norm": 2.4686813354492188, | |
| "learning_rate": 2.004287245444802e-06, | |
| "loss": 1.6319, | |
| "step": 14928 | |
| }, | |
| { | |
| "epoch": 47.9421918908069, | |
| "eval_accuracy": 0.066324978707872, | |
| "eval_loss": 3.684262990951538, | |
| "eval_runtime": 32.2881, | |
| "eval_samples_per_second": 254.552, | |
| "eval_steps_per_second": 12.729, | |
| "step": 14928 | |
| }, | |
| { | |
| "epoch": 53.934965877157765, | |
| "grad_norm": 3.0867984294891357, | |
| "learning_rate": 1.0048231511254019e-06, | |
| "loss": 1.6325, | |
| "step": 16794 | |
| }, | |
| { | |
| "epoch": 53.934965877157765, | |
| "eval_accuracy": 0.06579605521082586, | |
| "eval_loss": 3.7068209648132324, | |
| "eval_runtime": 32.2239, | |
| "eval_samples_per_second": 255.059, | |
| "eval_steps_per_second": 12.754, | |
| "step": 16794 | |
| }, | |
| { | |
| "epoch": 59.927739863508634, | |
| "grad_norm": 1.7128721475601196, | |
| "learning_rate": 4.82315112540193e-09, | |
| "loss": 1.6255, | |
| "step": 18660 | |
| }, | |
| { | |
| "epoch": 59.927739863508634, | |
| "eval_accuracy": 0.0654215841343229, | |
| "eval_loss": 3.788184881210327, | |
| "eval_runtime": 33.1166, | |
| "eval_samples_per_second": 248.183, | |
| "eval_steps_per_second": 12.411, | |
| "step": 18660 | |
| }, | |
| { | |
| "epoch": 59.927739863508634, | |
| "step": 18660, | |
| "total_flos": 1.4754079994623488e+18, | |
| "train_loss": 1.731198005635383, | |
| "train_runtime": 33514.7147, | |
| "train_samples_per_second": 111.453, | |
| "train_steps_per_second": 0.557 | |
| } | |
| ], | |
| "logging_steps": 1866, | |
| "max_steps": 18660, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 60, | |
| "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": 1.4754079994623488e+18, | |
| "train_batch_size": 25, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |