timewanderer's picture
Training in progress, step 500
e153d3e verified
raw
history blame
4.09 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 9.433962264150944,
"eval_steps": 500,
"global_step": 3000,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6770967741935484,
"eval_loss": 0.4036009609699249,
"eval_runtime": 5.1803,
"eval_samples_per_second": 598.417,
"eval_steps_per_second": 12.547,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.8646998405456543,
"learning_rate": 1.685534591194969e-05,
"loss": 0.6406,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8458064516129032,
"eval_loss": 0.13483001291751862,
"eval_runtime": 5.2489,
"eval_samples_per_second": 590.605,
"eval_steps_per_second": 12.384,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8977419354838709,
"eval_loss": 0.0700574740767479,
"eval_runtime": 5.3283,
"eval_samples_per_second": 581.802,
"eval_steps_per_second": 12.199,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.6868194937705994,
"learning_rate": 1.371069182389937e-05,
"loss": 0.1593,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9206451612903226,
"eval_loss": 0.049840863794088364,
"eval_runtime": 5.364,
"eval_samples_per_second": 577.931,
"eval_steps_per_second": 12.118,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.4269469082355499,
"learning_rate": 1.0566037735849058e-05,
"loss": 0.0792,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9261290322580645,
"eval_loss": 0.0415181890130043,
"eval_runtime": 5.3126,
"eval_samples_per_second": 583.514,
"eval_steps_per_second": 12.235,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9293548387096774,
"eval_loss": 0.03712046518921852,
"eval_runtime": 5.1555,
"eval_samples_per_second": 601.303,
"eval_steps_per_second": 12.608,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.32833540439605713,
"learning_rate": 7.421383647798742e-06,
"loss": 0.0593,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9348387096774193,
"eval_loss": 0.03438512980937958,
"eval_runtime": 5.2426,
"eval_samples_per_second": 591.306,
"eval_steps_per_second": 12.398,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.37838014960289,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0514,
"step": 2500
},
{
"epoch": 8.0,
"eval_accuracy": 0.9319354838709677,
"eval_loss": 0.03265618532896042,
"eval_runtime": 5.4257,
"eval_samples_per_second": 571.353,
"eval_steps_per_second": 11.98,
"step": 2544
},
{
"epoch": 9.0,
"eval_accuracy": 0.9335483870967742,
"eval_loss": 0.03140486776828766,
"eval_runtime": 5.3112,
"eval_samples_per_second": 583.677,
"eval_steps_per_second": 12.238,
"step": 2862
},
{
"epoch": 9.433962264150944,
"grad_norm": 0.31082895398139954,
"learning_rate": 1.1320754716981133e-06,
"loss": 0.0478,
"step": 3000
}
],
"logging_steps": 500,
"max_steps": 3180,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 1444773541629852.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.4125548720656719,
"num_train_epochs": 10,
"temperature": 2
}
}