| { | |
| "best_metric": 0.7326732673267327, | |
| "best_model_checkpoint": "distilhubert-finetuned-not-a-word2/run-3/checkpoint-8", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 32, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.62, | |
| "grad_norm": 0.94398033618927, | |
| "learning_rate": 7.138113611405621e-06, | |
| "loss": 0.6981, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_f1": 0.7326732673267327, | |
| "eval_loss": 0.6864166259765625, | |
| "eval_runtime": 1.3249, | |
| "eval_samples_per_second": 48.305, | |
| "eval_steps_per_second": 6.038, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "grad_norm": 1.5316386222839355, | |
| "learning_rate": 1.1103732284408743e-05, | |
| "loss": 0.683, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "grad_norm": 0.5028849840164185, | |
| "learning_rate": 1.031060854980812e-05, | |
| "loss": 0.6564, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_f1": 0.7326732673267327, | |
| "eval_loss": 0.680694580078125, | |
| "eval_runtime": 1.3565, | |
| "eval_samples_per_second": 47.179, | |
| "eval_steps_per_second": 5.897, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "grad_norm": 0.5775301456451416, | |
| "learning_rate": 9.517484815207495e-06, | |
| "loss": 0.6436, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_f1": 0.7326732673267327, | |
| "eval_loss": 0.6852684020996094, | |
| "eval_runtime": 1.3445, | |
| "eval_samples_per_second": 47.601, | |
| "eval_steps_per_second": 5.95, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "grad_norm": 0.4549338221549988, | |
| "learning_rate": 8.72436108060687e-06, | |
| "loss": 0.6098, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 3.75, | |
| "grad_norm": 0.3741567134857178, | |
| "learning_rate": 7.931237346006246e-06, | |
| "loss": 0.609, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_f1": 0.7326732673267327, | |
| "eval_loss": 0.6952018737792969, | |
| "eval_runtime": 1.3401, | |
| "eval_samples_per_second": 47.757, | |
| "eval_steps_per_second": 5.97, | |
| "step": 32 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 80, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "total_flos": 3687742096503552.0, | |
| "train_batch_size": 24, | |
| "trial_name": null, | |
| "trial_params": { | |
| "learning_rate": 1.1420981778248994e-05, | |
| "per_device_train_batch_size": 24 | |
| } | |
| } | |