ReCasePunct-1.1-Flash-Lite / trainer_state.json
MihaiPopa-1's picture
Upload folder using huggingface_hub
c8758c1 verified
{
"best_global_step": 3906,
"best_metric": 0.0746106207370758,
"best_model_checkpoint": "./results_albert_punctuation_casing/checkpoint-3906",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 5859,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.2560163850486431,
"grad_norm": 7.659163475036621,
"learning_rate": 1.8296637651476362e-05,
"loss": 0.17497076416015625,
"step": 500
},
{
"epoch": 0.5120327700972862,
"grad_norm": 9.602242469787598,
"learning_rate": 1.6589861751152075e-05,
"loss": 0.09840100860595703,
"step": 1000
},
{
"epoch": 0.7680491551459293,
"grad_norm": 2.2302889823913574,
"learning_rate": 1.4883085850827787e-05,
"loss": 0.08661653137207032,
"step": 1500
},
{
"epoch": 1.0,
"eval_casing_accuracy": 0.5982128829536528,
"eval_loss": 0.07590867578983307,
"eval_overall_accuracy": 0.597888845247447,
"eval_punctuation_accuracy": 0.5975648075412412,
"eval_runtime": 11.014,
"eval_samples_per_second": 709.096,
"eval_steps_per_second": 44.398,
"step": 1953
},
{
"epoch": 1.0240655401945724,
"grad_norm": 0.46477240324020386,
"learning_rate": 1.3176309950503501e-05,
"loss": 0.08205690765380859,
"step": 2000
},
{
"epoch": 1.2800819252432156,
"grad_norm": 6.8253865242004395,
"learning_rate": 1.1469534050179212e-05,
"loss": 0.0625931053161621,
"step": 2500
},
{
"epoch": 1.5360983102918588,
"grad_norm": 3.1819510459899902,
"learning_rate": 9.762758149854925e-06,
"loss": 0.06253623962402344,
"step": 3000
},
{
"epoch": 1.7921146953405018,
"grad_norm": 4.698487281799316,
"learning_rate": 8.055982249530637e-06,
"loss": 0.053002174377441404,
"step": 3500
},
{
"epoch": 2.0,
"eval_casing_accuracy": 0.5975058915946583,
"eval_loss": 0.0746106207370758,
"eval_overall_accuracy": 0.5965730557737627,
"eval_punctuation_accuracy": 0.5956402199528672,
"eval_runtime": 11.2558,
"eval_samples_per_second": 693.865,
"eval_steps_per_second": 43.444,
"step": 3906
},
{
"epoch": 2.048131080389145,
"grad_norm": 0.29059869050979614,
"learning_rate": 6.349206349206349e-06,
"loss": 0.057237117767333985,
"step": 4000
},
{
"epoch": 2.3041474654377883,
"grad_norm": 1.9593513011932373,
"learning_rate": 4.642430448882062e-06,
"loss": 0.03903835678100586,
"step": 4500
},
{
"epoch": 2.5601638504864312,
"grad_norm": 4.75918436050415,
"learning_rate": 2.9356545485577746e-06,
"loss": 0.03857281112670898,
"step": 5000
},
{
"epoch": 2.8161802355350742,
"grad_norm": 1.5033795833587646,
"learning_rate": 1.228878648233487e-06,
"loss": 0.03791716384887695,
"step": 5500
},
{
"epoch": 3.0,
"eval_casing_accuracy": 0.5970542026708563,
"eval_loss": 0.07589453458786011,
"eval_overall_accuracy": 0.5967596229379419,
"eval_punctuation_accuracy": 0.5964650432050275,
"eval_runtime": 11.3344,
"eval_samples_per_second": 689.056,
"eval_steps_per_second": 43.143,
"step": 5859
}
],
"logging_steps": 500,
"max_steps": 5859,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 0.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}