{ "best_metric": 0.39891405791978285, "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-4/checkpoint-6414", "epoch": 3.0, "eval_steps": 500, "global_step": 6414, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.23, "grad_norm": 4.632926940917969, "learning_rate": 1.2946011611760917e-06, "loss": 0.6259, "step": 500 }, { "epoch": 0.47, "grad_norm": 5.080592155456543, "learning_rate": 1.2310780423745168e-06, "loss": 0.6096, "step": 1000 }, { "epoch": 0.7, "grad_norm": 7.2639031410217285, "learning_rate": 1.1675549235729423e-06, "loss": 0.5698, "step": 1500 }, { "epoch": 0.94, "grad_norm": 12.567307472229004, "learning_rate": 1.1040318047713676e-06, "loss": 0.5589, "step": 2000 }, { "epoch": 1.0, "eval_loss": 0.5995281934738159, "eval_matthews_correlation": 0.08036809130702588, "eval_runtime": 0.3414, "eval_samples_per_second": 3055.256, "eval_steps_per_second": 193.334, "step": 2138 }, { "epoch": 1.17, "grad_norm": 15.908562660217285, "learning_rate": 1.0405086859697929e-06, "loss": 0.5387, "step": 2500 }, { "epoch": 1.4, "grad_norm": 11.577272415161133, "learning_rate": 9.769855671682182e-07, "loss": 0.5105, "step": 3000 }, { "epoch": 1.64, "grad_norm": 36.38253402709961, "learning_rate": 9.134624483666437e-07, "loss": 0.5256, "step": 3500 }, { "epoch": 1.87, "grad_norm": 11.872018814086914, "learning_rate": 8.499393295650689e-07, "loss": 0.511, "step": 4000 }, { "epoch": 2.0, "eval_loss": 0.5569708347320557, "eval_matthews_correlation": 0.39137710349170013, "eval_runtime": 0.5165, "eval_samples_per_second": 2019.532, "eval_steps_per_second": 127.794, "step": 4276 }, { "epoch": 2.1, "grad_norm": 20.970304489135742, "learning_rate": 7.864162107634943e-07, "loss": 0.475, "step": 4500 }, { "epoch": 2.34, "grad_norm": 9.216538429260254, "learning_rate": 7.228930919619195e-07, "loss": 0.4814, "step": 5000 }, { "epoch": 2.57, "grad_norm": 19.621673583984375, "learning_rate": 6.593699731603449e-07, "loss": 0.4871, "step": 5500 }, { "epoch": 2.81, "grad_norm": 19.49756622314453, "learning_rate": 5.958468543587703e-07, "loss": 0.4675, "step": 6000 }, { "epoch": 3.0, "eval_loss": 0.5788199305534363, "eval_matthews_correlation": 0.39891405791978285, "eval_runtime": 0.3422, "eval_samples_per_second": 3047.878, "eval_steps_per_second": 192.867, "step": 6414 } ], "logging_steps": 500, "max_steps": 10690, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 97765597265112.0, "train_batch_size": 4, "trial_name": null, "trial_params": { "learning_rate": 1.3581242799776662e-06, "num_train_epochs": 5, "per_device_train_batch_size": 4, "seed": 5 } }