Spaces:
Sleeping
Sleeping
{ | |
"best_metric": 0.4109877347946167, | |
"best_model_checkpoint": "./my_saved_model/checkpoint-5688", | |
"epoch": 9.0, | |
"eval_steps": 500, | |
"global_step": 5688, | |
"is_hyper_param_search": false, | |
"is_local_process_zero": true, | |
"is_world_process_zero": true, | |
"log_history": [ | |
{ | |
"epoch": 0.7911392405063291, | |
"grad_norm": 2.325883388519287, | |
"learning_rate": 4.604430379746836e-05, | |
"loss": 1.123, | |
"step": 500 | |
}, | |
{ | |
"epoch": 1.0, | |
"eval_accuracy": 0.688195991091314, | |
"eval_loss": 0.6270885467529297, | |
"eval_runtime": 70.865, | |
"eval_samples_per_second": 63.36, | |
"eval_steps_per_second": 1.002, | |
"step": 632 | |
}, | |
{ | |
"epoch": 1.5822784810126582, | |
"grad_norm": 1.8189690113067627, | |
"learning_rate": 4.208860759493671e-05, | |
"loss": 0.6186, | |
"step": 1000 | |
}, | |
{ | |
"epoch": 2.0, | |
"eval_accuracy": 0.8383073496659242, | |
"eval_loss": 0.5550462007522583, | |
"eval_runtime": 70.8726, | |
"eval_samples_per_second": 63.353, | |
"eval_steps_per_second": 1.002, | |
"step": 1264 | |
}, | |
{ | |
"epoch": 2.3734177215189876, | |
"grad_norm": 1.0061662197113037, | |
"learning_rate": 3.813291139240506e-05, | |
"loss": 0.5672, | |
"step": 1500 | |
}, | |
{ | |
"epoch": 3.0, | |
"eval_accuracy": 0.8472160356347439, | |
"eval_loss": 0.5077998042106628, | |
"eval_runtime": 71.0525, | |
"eval_samples_per_second": 63.193, | |
"eval_steps_per_second": 0.999, | |
"step": 1896 | |
}, | |
{ | |
"epoch": 3.1645569620253164, | |
"grad_norm": 0.8065588474273682, | |
"learning_rate": 3.4177215189873416e-05, | |
"loss": 0.5307, | |
"step": 2000 | |
}, | |
{ | |
"epoch": 3.9556962025316453, | |
"grad_norm": 1.4700500965118408, | |
"learning_rate": 3.0221518987341774e-05, | |
"loss": 0.5023, | |
"step": 2500 | |
}, | |
{ | |
"epoch": 4.0, | |
"eval_accuracy": 0.8688195991091314, | |
"eval_loss": 0.47517454624176025, | |
"eval_runtime": 70.885, | |
"eval_samples_per_second": 63.342, | |
"eval_steps_per_second": 1.002, | |
"step": 2528 | |
}, | |
{ | |
"epoch": 4.746835443037975, | |
"grad_norm": 0.5362122654914856, | |
"learning_rate": 2.626582278481013e-05, | |
"loss": 0.4817, | |
"step": 3000 | |
}, | |
{ | |
"epoch": 5.0, | |
"eval_accuracy": 0.8748329621380846, | |
"eval_loss": 0.45159268379211426, | |
"eval_runtime": 71.0334, | |
"eval_samples_per_second": 63.21, | |
"eval_steps_per_second": 1.0, | |
"step": 3160 | |
}, | |
{ | |
"epoch": 5.537974683544304, | |
"grad_norm": 0.7847274541854858, | |
"learning_rate": 2.231012658227848e-05, | |
"loss": 0.4665, | |
"step": 3500 | |
}, | |
{ | |
"epoch": 6.0, | |
"eval_accuracy": 0.8792873051224944, | |
"eval_loss": 0.4351290166378021, | |
"eval_runtime": 70.9077, | |
"eval_samples_per_second": 63.322, | |
"eval_steps_per_second": 1.001, | |
"step": 3792 | |
}, | |
{ | |
"epoch": 6.329113924050633, | |
"grad_norm": 0.6061320304870605, | |
"learning_rate": 1.8354430379746836e-05, | |
"loss": 0.4567, | |
"step": 4000 | |
}, | |
{ | |
"epoch": 7.0, | |
"eval_accuracy": 0.8797327394209354, | |
"eval_loss": 0.422820121049881, | |
"eval_runtime": 71.2032, | |
"eval_samples_per_second": 63.059, | |
"eval_steps_per_second": 0.997, | |
"step": 4424 | |
}, | |
{ | |
"epoch": 7.120253164556962, | |
"grad_norm": 1.0778601169586182, | |
"learning_rate": 1.439873417721519e-05, | |
"loss": 0.4469, | |
"step": 4500 | |
}, | |
{ | |
"epoch": 7.911392405063291, | |
"grad_norm": 1.6876882314682007, | |
"learning_rate": 1.0443037974683544e-05, | |
"loss": 0.4404, | |
"step": 5000 | |
}, | |
{ | |
"epoch": 8.0, | |
"eval_accuracy": 0.8832962138084632, | |
"eval_loss": 0.4156254827976227, | |
"eval_runtime": 70.8877, | |
"eval_samples_per_second": 63.34, | |
"eval_steps_per_second": 1.002, | |
"step": 5056 | |
}, | |
{ | |
"epoch": 8.70253164556962, | |
"grad_norm": 0.5833732485771179, | |
"learning_rate": 6.487341772151899e-06, | |
"loss": 0.436, | |
"step": 5500 | |
}, | |
{ | |
"epoch": 9.0, | |
"eval_accuracy": 0.8830734966592427, | |
"eval_loss": 0.4109877347946167, | |
"eval_runtime": 71.1738, | |
"eval_samples_per_second": 63.085, | |
"eval_steps_per_second": 0.998, | |
"step": 5688 | |
} | |
], | |
"logging_steps": 500, | |
"max_steps": 6320, | |
"num_input_tokens_seen": 0, | |
"num_train_epochs": 10, | |
"save_steps": 10000, | |
"stateful_callbacks": { | |
"TrainerControl": { | |
"args": { | |
"should_epoch_stop": false, | |
"should_evaluate": false, | |
"should_log": false, | |
"should_save": true, | |
"should_training_stop": false | |
}, | |
"attributes": {} | |
} | |
}, | |
"total_flos": 4.817468380402483e+16, | |
"train_batch_size": 64, | |
"trial_name": null, | |
"trial_params": null | |
} | |