fpadovani's picture
Training in progress, step 22000, checkpoint
70a122e verified
raw
history blame
5.27 kB
{
"best_metric": 3.5116806030273438,
"best_model_checkpoint": "/Users/frapadovani/Desktop/babyLM_controlled/models_trained/convergence_french/random_sentence_french/checkpoint-22000",
"epoch": 0.6514079294110681,
"eval_steps": 2000,
"global_step": 22000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.059218902673733455,
"grad_norm": 1.0812722444534302,
"learning_rate": 0.0001,
"loss": 4.7523,
"step": 2000
},
{
"epoch": 0.059218902673733455,
"eval_loss": 4.0236735343933105,
"eval_runtime": 5.173,
"eval_samples_per_second": 425.477,
"eval_steps_per_second": 26.677,
"step": 2000
},
{
"epoch": 0.11843780534746691,
"grad_norm": 1.2557106018066406,
"learning_rate": 0.0001,
"loss": 3.8958,
"step": 4000
},
{
"epoch": 0.11843780534746691,
"eval_loss": 3.8087611198425293,
"eval_runtime": 5.2666,
"eval_samples_per_second": 417.913,
"eval_steps_per_second": 26.203,
"step": 4000
},
{
"epoch": 0.17765670802120037,
"grad_norm": 1.3326870203018188,
"learning_rate": 0.0001,
"loss": 3.7344,
"step": 6000
},
{
"epoch": 0.17765670802120037,
"eval_loss": 3.704986333847046,
"eval_runtime": 5.2277,
"eval_samples_per_second": 421.023,
"eval_steps_per_second": 26.398,
"step": 6000
},
{
"epoch": 0.23687561069493382,
"grad_norm": 1.38993239402771,
"learning_rate": 0.0001,
"loss": 3.6379,
"step": 8000
},
{
"epoch": 0.23687561069493382,
"eval_loss": 3.6455252170562744,
"eval_runtime": 5.1485,
"eval_samples_per_second": 427.5,
"eval_steps_per_second": 26.804,
"step": 8000
},
{
"epoch": 0.29609451336866727,
"grad_norm": 1.3884963989257812,
"learning_rate": 0.0001,
"loss": 3.5687,
"step": 10000
},
{
"epoch": 0.29609451336866727,
"eval_loss": 3.6062421798706055,
"eval_runtime": 5.1466,
"eval_samples_per_second": 427.661,
"eval_steps_per_second": 26.814,
"step": 10000
},
{
"epoch": 0.35531341604240074,
"grad_norm": 1.435062289237976,
"learning_rate": 0.0001,
"loss": 3.5165,
"step": 12000
},
{
"epoch": 0.35531341604240074,
"eval_loss": 3.5764389038085938,
"eval_runtime": 5.132,
"eval_samples_per_second": 428.881,
"eval_steps_per_second": 26.89,
"step": 12000
},
{
"epoch": 0.41453231871613416,
"grad_norm": 1.3539327383041382,
"learning_rate": 0.0001,
"loss": 3.4738,
"step": 14000
},
{
"epoch": 0.41453231871613416,
"eval_loss": 3.555619239807129,
"eval_runtime": 5.1586,
"eval_samples_per_second": 426.667,
"eval_steps_per_second": 26.752,
"step": 14000
},
{
"epoch": 0.47375122138986764,
"grad_norm": 1.3827875852584839,
"learning_rate": 0.0001,
"loss": 3.4389,
"step": 16000
},
{
"epoch": 0.47375122138986764,
"eval_loss": 3.5388290882110596,
"eval_runtime": 5.8029,
"eval_samples_per_second": 379.292,
"eval_steps_per_second": 23.781,
"step": 16000
},
{
"epoch": 0.5329701240636011,
"grad_norm": 1.316589593887329,
"learning_rate": 0.0001,
"loss": 3.4067,
"step": 18000
},
{
"epoch": 0.5329701240636011,
"eval_loss": 3.5234413146972656,
"eval_runtime": 5.1383,
"eval_samples_per_second": 428.353,
"eval_steps_per_second": 26.857,
"step": 18000
},
{
"epoch": 0.5921890267373345,
"grad_norm": 1.3910475969314575,
"learning_rate": 0.0001,
"loss": 3.3778,
"step": 20000
},
{
"epoch": 0.5921890267373345,
"eval_loss": 3.5121970176696777,
"eval_runtime": 7.6572,
"eval_samples_per_second": 287.442,
"eval_steps_per_second": 18.022,
"step": 20000
},
{
"epoch": 0.6514079294110681,
"grad_norm": 1.510622262954712,
"learning_rate": 0.0001,
"loss": 3.3511,
"step": 22000
},
{
"epoch": 0.6514079294110681,
"eval_loss": 3.5116806030273438,
"eval_runtime": 5.6879,
"eval_samples_per_second": 386.964,
"eval_steps_per_second": 24.262,
"step": 22000
}
],
"logging_steps": 2000,
"max_steps": 33773,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 2000,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.001
},
"attributes": {
"early_stopping_patience_counter": 1
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 428869681152000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}