| { | |
| "best_global_step": 300, | |
| "best_metric": 0.3491288125514984, | |
| "best_model_checkpoint": "./output_training_h200/checkpoint-300", | |
| "epoch": 1.6129032258064515, | |
| "eval_steps": 50, | |
| "global_step": 300, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.053763440860215055, | |
| "grad_norm": 0.05421804264187813, | |
| "learning_rate": 4.5e-06, | |
| "loss": 0.5785, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.10752688172043011, | |
| "grad_norm": 0.06676478683948517, | |
| "learning_rate": 9.5e-06, | |
| "loss": 0.6234, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.16129032258064516, | |
| "grad_norm": 0.062416791915893555, | |
| "learning_rate": 1.45e-05, | |
| "loss": 0.6716, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.21505376344086022, | |
| "grad_norm": 0.05097672715783119, | |
| "learning_rate": 1.9500000000000003e-05, | |
| "loss": 0.6736, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.26881720430107525, | |
| "grad_norm": 0.03752289339900017, | |
| "learning_rate": 2.45e-05, | |
| "loss": 0.6243, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.26881720430107525, | |
| "eval_loss": 0.5304985642433167, | |
| "eval_runtime": 1155.6426, | |
| "eval_samples_per_second": 0.303, | |
| "eval_steps_per_second": 0.151, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.3225806451612903, | |
| "grad_norm": 0.0321248322725296, | |
| "learning_rate": 2.95e-05, | |
| "loss": 0.4349, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.3763440860215054, | |
| "grad_norm": 0.02994599938392639, | |
| "learning_rate": 3.45e-05, | |
| "loss": 0.4682, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.43010752688172044, | |
| "grad_norm": 0.03603624552488327, | |
| "learning_rate": 3.9500000000000005e-05, | |
| "loss": 0.4734, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.4838709677419355, | |
| "grad_norm": 0.0552607886493206, | |
| "learning_rate": 4.4500000000000004e-05, | |
| "loss": 0.5035, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.5376344086021505, | |
| "grad_norm": 0.04917095974087715, | |
| "learning_rate": 4.9500000000000004e-05, | |
| "loss": 0.4024, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.5376344086021505, | |
| "eval_loss": 0.41749581694602966, | |
| "eval_runtime": 1156.2817, | |
| "eval_samples_per_second": 0.303, | |
| "eval_steps_per_second": 0.151, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.5913978494623656, | |
| "grad_norm": 0.043786872178316116, | |
| "learning_rate": 4.998549570601475e-05, | |
| "loss": 0.3703, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.6451612903225806, | |
| "grad_norm": 0.05016686022281647, | |
| "learning_rate": 4.9935379012568985e-05, | |
| "loss": 0.4031, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.6989247311827957, | |
| "grad_norm": 0.056300703436136246, | |
| "learning_rate": 4.984954262888182e-05, | |
| "loss": 0.4134, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.7526881720430108, | |
| "grad_norm": 0.04982742667198181, | |
| "learning_rate": 4.972810951474605e-05, | |
| "loss": 0.4282, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.8064516129032258, | |
| "grad_norm": 0.042826056480407715, | |
| "learning_rate": 4.957125362192794e-05, | |
| "loss": 0.3259, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.8064516129032258, | |
| "eval_loss": 0.3815489113330841, | |
| "eval_runtime": 1148.3707, | |
| "eval_samples_per_second": 0.305, | |
| "eval_steps_per_second": 0.152, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.8602150537634409, | |
| "grad_norm": 0.0555887334048748, | |
| "learning_rate": 4.937919964498302e-05, | |
| "loss": 0.3549, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.9139784946236559, | |
| "grad_norm": 0.0595487505197525, | |
| "learning_rate": 4.9152222699383273e-05, | |
| "loss": 0.3793, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.967741935483871, | |
| "grad_norm": 0.07630524784326553, | |
| "learning_rate": 4.8890647927416887e-05, | |
| "loss": 0.3904, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.021505376344086, | |
| "grad_norm": 0.054408393800258636, | |
| "learning_rate": 4.859485003242503e-05, | |
| "loss": 0.3848, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.075268817204301, | |
| "grad_norm": 0.052903175354003906, | |
| "learning_rate": 4.8265252742042965e-05, | |
| "loss": 0.3173, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.075268817204301, | |
| "eval_loss": 0.3656960725784302, | |
| "eval_runtime": 1157.3762, | |
| "eval_samples_per_second": 0.302, | |
| "eval_steps_per_second": 0.151, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.129032258064516, | |
| "grad_norm": 0.06489476561546326, | |
| "learning_rate": 4.7902328201214256e-05, | |
| "loss": 0.3467, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.1827956989247312, | |
| "grad_norm": 0.06930793821811676, | |
| "learning_rate": 4.7506596295847716e-05, | |
| "loss": 0.3572, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.2365591397849462, | |
| "grad_norm": 0.08778736740350723, | |
| "learning_rate": 4.7078623908085825e-05, | |
| "loss": 0.3915, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.2903225806451613, | |
| "grad_norm": 0.07511554658412933, | |
| "learning_rate": 4.661902410425155e-05, | |
| "loss": 0.3341, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.3440860215053765, | |
| "grad_norm": 0.061772529035806656, | |
| "learning_rate": 4.6128455256636706e-05, | |
| "loss": 0.3135, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.3440860215053765, | |
| "eval_loss": 0.3562982678413391, | |
| "eval_runtime": 1141.9386, | |
| "eval_samples_per_second": 0.306, | |
| "eval_steps_per_second": 0.153, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.3978494623655915, | |
| "grad_norm": 0.06834172457456589, | |
| "learning_rate": 4.560762010039001e-05, | |
| "loss": 0.347, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.4516129032258065, | |
| "grad_norm": 0.07726427167654037, | |
| "learning_rate": 4.5057264726855765e-05, | |
| "loss": 0.3572, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.5053763440860215, | |
| "grad_norm": 0.06627994775772095, | |
| "learning_rate": 4.4478177514805166e-05, | |
| "loss": 0.3861, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.5591397849462365, | |
| "grad_norm": 0.06034032255411148, | |
| "learning_rate": 4.387118800109133e-05, | |
| "loss": 0.2919, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.6129032258064515, | |
| "grad_norm": 0.07344155013561249, | |
| "learning_rate": 4.323716569234572e-05, | |
| "loss": 0.3211, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.6129032258064515, | |
| "eval_loss": 0.3491288125514984, | |
| "eval_runtime": 1137.4889, | |
| "eval_samples_per_second": 0.308, | |
| "eval_steps_per_second": 0.154, | |
| "step": 300 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 930, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 50, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.001 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.695445572198904e+18, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |