{ "best_metric": 0.40960419178009033, "best_model_checkpoint": "autotrain-roblox-10/checkpoint-300", "epoch": 1.0, "eval_steps": 500, "global_step": 300, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "grad_norm": 8.799605369567871, "learning_rate": 2.777777777777778e-06, "loss": 0.8052, "step": 6 }, { "epoch": 0.04, "grad_norm": 11.565935134887695, "learning_rate": 6.111111111111111e-06, "loss": 0.8027, "step": 12 }, { "epoch": 0.06, "grad_norm": 7.1787590980529785, "learning_rate": 9.444444444444445e-06, "loss": 0.796, "step": 18 }, { "epoch": 0.08, "grad_norm": 2.775609254837036, "learning_rate": 1.2777777777777777e-05, "loss": 0.7706, "step": 24 }, { "epoch": 0.1, "grad_norm": 4.121618747711182, "learning_rate": 1.6111111111111115e-05, "loss": 0.7175, "step": 30 }, { "epoch": 0.12, "grad_norm": 1.8891937732696533, "learning_rate": 1.9444444444444445e-05, "loss": 0.697, "step": 36 }, { "epoch": 0.14, "grad_norm": 2.095088243484497, "learning_rate": 2.277777777777778e-05, "loss": 0.6848, "step": 42 }, { "epoch": 0.16, "grad_norm": 3.5387184619903564, "learning_rate": 2.6111111111111114e-05, "loss": 0.7146, "step": 48 }, { "epoch": 0.18, "grad_norm": 4.3815131187438965, "learning_rate": 2.9444444444444448e-05, "loss": 0.6832, "step": 54 }, { "epoch": 0.2, "grad_norm": 6.097675800323486, "learning_rate": 3.277777777777778e-05, "loss": 0.7085, "step": 60 }, { "epoch": 0.22, "grad_norm": 3.172816276550293, "learning_rate": 3.611111111111111e-05, "loss": 0.6388, "step": 66 }, { "epoch": 0.24, "grad_norm": 2.8284499645233154, "learning_rate": 3.944444444444445e-05, "loss": 0.727, "step": 72 }, { "epoch": 0.26, "grad_norm": 4.939257621765137, "learning_rate": 4.277777777777778e-05, "loss": 0.653, "step": 78 }, { "epoch": 0.28, "grad_norm": 5.6476521492004395, "learning_rate": 4.6111111111111115e-05, "loss": 0.6342, "step": 84 }, { "epoch": 0.3, "grad_norm": 8.957379341125488, "learning_rate": 4.9444444444444446e-05, "loss": 0.5829, "step": 90 }, { "epoch": 0.32, "grad_norm": 10.431815147399902, "learning_rate": 4.969135802469136e-05, "loss": 0.629, "step": 96 }, { "epoch": 0.34, "grad_norm": 7.197211742401123, "learning_rate": 4.938271604938271e-05, "loss": 0.6038, "step": 102 }, { "epoch": 0.36, "grad_norm": 18.572933197021484, "learning_rate": 4.901234567901235e-05, "loss": 0.5653, "step": 108 }, { "epoch": 0.38, "grad_norm": 3.8738515377044678, "learning_rate": 4.864197530864198e-05, "loss": 0.5197, "step": 114 }, { "epoch": 0.4, "grad_norm": 13.589826583862305, "learning_rate": 4.827160493827161e-05, "loss": 0.5653, "step": 120 }, { "epoch": 0.42, "grad_norm": 7.053980350494385, "learning_rate": 4.7901234567901237e-05, "loss": 0.6216, "step": 126 }, { "epoch": 0.44, "grad_norm": 5.756833076477051, "learning_rate": 4.7530864197530866e-05, "loss": 0.6131, "step": 132 }, { "epoch": 0.46, "grad_norm": 4.334901809692383, "learning_rate": 4.7160493827160495e-05, "loss": 0.5738, "step": 138 }, { "epoch": 0.48, "grad_norm": 5.856199264526367, "learning_rate": 4.6790123456790124e-05, "loss": 0.5103, "step": 144 }, { "epoch": 0.5, "grad_norm": 5.805249214172363, "learning_rate": 4.641975308641975e-05, "loss": 0.4794, "step": 150 }, { "epoch": 0.52, "grad_norm": 6.147461414337158, "learning_rate": 4.604938271604938e-05, "loss": 0.4606, "step": 156 }, { "epoch": 0.54, "grad_norm": 10.369290351867676, "learning_rate": 4.567901234567901e-05, "loss": 0.4953, "step": 162 }, { "epoch": 0.56, "grad_norm": 12.811848640441895, "learning_rate": 4.530864197530865e-05, "loss": 0.3625, "step": 168 }, { "epoch": 0.58, "grad_norm": 11.082608222961426, "learning_rate": 4.493827160493828e-05, "loss": 0.5738, "step": 174 }, { "epoch": 0.6, "grad_norm": 2.9676032066345215, "learning_rate": 4.4567901234567906e-05, "loss": 0.374, "step": 180 }, { "epoch": 0.62, "grad_norm": 19.597843170166016, "learning_rate": 4.4197530864197535e-05, "loss": 0.4335, "step": 186 }, { "epoch": 0.64, "grad_norm": 6.006842613220215, "learning_rate": 4.3827160493827164e-05, "loss": 0.5708, "step": 192 }, { "epoch": 0.66, "grad_norm": 6.002368450164795, "learning_rate": 4.345679012345679e-05, "loss": 0.4244, "step": 198 }, { "epoch": 0.68, "grad_norm": 4.788684368133545, "learning_rate": 4.308641975308642e-05, "loss": 0.4441, "step": 204 }, { "epoch": 0.7, "grad_norm": 6.1746954917907715, "learning_rate": 4.271604938271605e-05, "loss": 0.5917, "step": 210 }, { "epoch": 0.72, "grad_norm": 4.382603645324707, "learning_rate": 4.234567901234568e-05, "loss": 0.5596, "step": 216 }, { "epoch": 0.74, "grad_norm": 30.41250228881836, "learning_rate": 4.197530864197531e-05, "loss": 0.521, "step": 222 }, { "epoch": 0.76, "grad_norm": 4.90874719619751, "learning_rate": 4.1604938271604946e-05, "loss": 0.4642, "step": 228 }, { "epoch": 0.78, "grad_norm": 7.5287675857543945, "learning_rate": 4.1234567901234575e-05, "loss": 0.4263, "step": 234 }, { "epoch": 0.8, "grad_norm": 10.244704246520996, "learning_rate": 4.0864197530864204e-05, "loss": 0.5723, "step": 240 }, { "epoch": 0.82, "grad_norm": 4.225964069366455, "learning_rate": 4.049382716049383e-05, "loss": 0.4529, "step": 246 }, { "epoch": 0.84, "grad_norm": 4.297839641571045, "learning_rate": 4.012345679012346e-05, "loss": 0.4485, "step": 252 }, { "epoch": 0.86, "grad_norm": 8.949761390686035, "learning_rate": 3.975308641975309e-05, "loss": 0.463, "step": 258 }, { "epoch": 0.88, "grad_norm": 5.039264678955078, "learning_rate": 3.938271604938272e-05, "loss": 0.446, "step": 264 }, { "epoch": 0.9, "grad_norm": 5.201369762420654, "learning_rate": 3.901234567901234e-05, "loss": 0.4966, "step": 270 }, { "epoch": 0.92, "grad_norm": 7.023820400238037, "learning_rate": 3.864197530864197e-05, "loss": 0.5405, "step": 276 }, { "epoch": 0.94, "grad_norm": 5.257862091064453, "learning_rate": 3.82716049382716e-05, "loss": 0.4393, "step": 282 }, { "epoch": 0.96, "grad_norm": 9.458020210266113, "learning_rate": 3.790123456790123e-05, "loss": 0.3889, "step": 288 }, { "epoch": 0.98, "grad_norm": 6.277890205383301, "learning_rate": 3.7530864197530867e-05, "loss": 0.4674, "step": 294 }, { "epoch": 1.0, "grad_norm": 5.080256462097168, "learning_rate": 3.7160493827160496e-05, "loss": 0.4566, "step": 300 }, { "epoch": 1.0, "eval_accuracy": 0.8067542213883677, "eval_auc": 0.8871317829457365, "eval_f1": 0.8074766355140187, "eval_loss": 0.40960419178009033, "eval_precision": 0.779783393501805, "eval_recall": 0.8372093023255814, "eval_runtime": 0.9868, "eval_samples_per_second": 540.12, "eval_steps_per_second": 17.227, "step": 300 } ], "logging_steps": 6, "max_steps": 900, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "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": 315272822085120.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }