{ "best_metric": null, "best_model_checkpoint": null, "epoch": 15.0, "eval_steps": 500, "global_step": 4770, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.9968553459119497, "grad_norm": 0.3300945460796356, "learning_rate": 0.00026832335597634286, "loss": 0.2135, "step": 317 }, { "epoch": 1.0, "eval_accuracy": 0.8893548387096775, "eval_loss": 0.056028928607702255, "eval_runtime": 2.6543, "eval_samples_per_second": 1167.921, "eval_steps_per_second": 24.489, "step": 318 }, { "epoch": 1.9937106918238994, "grad_norm": 0.7173739671707153, "learning_rate": 0.0002492219627932077, "loss": 0.0478, "step": 634 }, { "epoch": 2.0, "eval_accuracy": 0.9193548387096774, "eval_loss": 0.03729024901986122, "eval_runtime": 2.6136, "eval_samples_per_second": 1186.114, "eval_steps_per_second": 24.87, "step": 636 }, { "epoch": 2.990566037735849, "grad_norm": 0.135478213429451, "learning_rate": 0.0002301205696100726, "loss": 0.0305, "step": 951 }, { "epoch": 3.0, "eval_accuracy": 0.9312903225806451, "eval_loss": 0.031044812873005867, "eval_runtime": 2.6685, "eval_samples_per_second": 1161.69, "eval_steps_per_second": 24.358, "step": 954 }, { "epoch": 3.9874213836477987, "grad_norm": 0.11118420213460922, "learning_rate": 0.00021101917642693747, "loss": 0.0241, "step": 1268 }, { "epoch": 4.0, "eval_accuracy": 0.937741935483871, "eval_loss": 0.030774397775530815, "eval_runtime": 2.6746, "eval_samples_per_second": 1159.032, "eval_steps_per_second": 24.302, "step": 1272 }, { "epoch": 4.984276729559748, "grad_norm": 0.07805101573467255, "learning_rate": 0.00019191778324380236, "loss": 0.0223, "step": 1585 }, { "epoch": 5.0, "eval_accuracy": 0.9367741935483871, "eval_loss": 0.027621902525424957, "eval_runtime": 2.6474, "eval_samples_per_second": 1170.97, "eval_steps_per_second": 24.553, "step": 1590 }, { "epoch": 5.981132075471698, "grad_norm": 0.1515282243490219, "learning_rate": 0.00017281639006066723, "loss": 0.0199, "step": 1902 }, { "epoch": 6.0, "eval_accuracy": 0.9403225806451613, "eval_loss": 0.025732239708304405, "eval_runtime": 2.6367, "eval_samples_per_second": 1175.705, "eval_steps_per_second": 24.652, "step": 1908 }, { "epoch": 6.977987421383648, "grad_norm": 0.05811043828725815, "learning_rate": 0.00015371499687753213, "loss": 0.018, "step": 2219 }, { "epoch": 7.0, "eval_accuracy": 0.9454838709677419, "eval_loss": 0.024622950702905655, "eval_runtime": 2.6832, "eval_samples_per_second": 1155.323, "eval_steps_per_second": 24.225, "step": 2226 }, { "epoch": 7.9748427672955975, "grad_norm": 0.06495410203933716, "learning_rate": 0.000134613603694397, "loss": 0.0166, "step": 2536 }, { "epoch": 8.0, "eval_accuracy": 0.9461290322580646, "eval_loss": 0.022791748866438866, "eval_runtime": 2.6439, "eval_samples_per_second": 1172.489, "eval_steps_per_second": 24.584, "step": 2544 }, { "epoch": 8.971698113207546, "grad_norm": 0.06378670036792755, "learning_rate": 0.00011551221051126189, "loss": 0.0158, "step": 2853 }, { "epoch": 9.0, "eval_accuracy": 0.9454838709677419, "eval_loss": 0.021935414522886276, "eval_runtime": 2.6438, "eval_samples_per_second": 1172.55, "eval_steps_per_second": 24.586, "step": 2862 }, { "epoch": 9.968553459119496, "grad_norm": 0.05568454787135124, "learning_rate": 9.641081732812678e-05, "loss": 0.015, "step": 3170 }, { "epoch": 10.0, "eval_accuracy": 0.9461290322580646, "eval_loss": 0.02108229137957096, "eval_runtime": 2.6559, "eval_samples_per_second": 1167.227, "eval_steps_per_second": 24.474, "step": 3180 }, { "epoch": 10.965408805031446, "grad_norm": 0.09788110107183456, "learning_rate": 7.730942414499166e-05, "loss": 0.0141, "step": 3487 }, { "epoch": 11.0, "eval_accuracy": 0.944516129032258, "eval_loss": 0.02056371048092842, "eval_runtime": 2.6614, "eval_samples_per_second": 1164.798, "eval_steps_per_second": 24.423, "step": 3498 }, { "epoch": 11.962264150943396, "grad_norm": 0.04933185130357742, "learning_rate": 5.820803096185654e-05, "loss": 0.0135, "step": 3804 }, { "epoch": 12.0, "eval_accuracy": 0.9454838709677419, "eval_loss": 0.020129289478063583, "eval_runtime": 2.663, "eval_samples_per_second": 1164.083, "eval_steps_per_second": 24.408, "step": 3816 }, { "epoch": 12.959119496855346, "grad_norm": 0.04687652736902237, "learning_rate": 3.9106637778721424e-05, "loss": 0.0129, "step": 4121 }, { "epoch": 13.0, "eval_accuracy": 0.9464516129032258, "eval_loss": 0.019344650208950043, "eval_runtime": 2.6542, "eval_samples_per_second": 1167.98, "eval_steps_per_second": 24.49, "step": 4134 }, { "epoch": 13.955974842767295, "grad_norm": 0.0457344576716423, "learning_rate": 2.0005244595586304e-05, "loss": 0.0124, "step": 4438 }, { "epoch": 14.0, "eval_accuracy": 0.9458064516129032, "eval_loss": 0.01906457170844078, "eval_runtime": 2.658, "eval_samples_per_second": 1166.279, "eval_steps_per_second": 24.454, "step": 4452 }, { "epoch": 14.952830188679245, "grad_norm": 0.046884529292583466, "learning_rate": 9.038514124511885e-07, "loss": 0.012, "step": 4755 } ], "logging_steps": 317, "max_steps": 4770, "num_input_tokens_seen": 0, "num_train_epochs": 15, "save_steps": 1000000000.0, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1236796014635076.0, "train_batch_size": 48, "trial_name": null, "trial_params": { "alpha": 0.951089869492584, "fp16": false, "learning_rate": 0.00028188112716311066, "lr_scheduler": "cosine_with_restarts", "num_train_epochs": 15, "temperature": 13, "warmup_steps": 92, "weight_decay": 0.05924052651721969 } }