timewanderer's picture
Training in progress, step 500
6df7fb6 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 8.0,
"eval_steps": 500,
"global_step": 2544,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.5829032258064516,
"eval_loss": 0.1985393762588501,
"eval_runtime": 5.6203,
"eval_samples_per_second": 551.572,
"eval_steps_per_second": 11.565,
"step": 318
},
{
"epoch": 1.5723270440251573,
"grad_norm": 0.5288612246513367,
"learning_rate": 1.606918238993711e-05,
"loss": 0.3184,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8174193548387096,
"eval_loss": 0.09726663678884506,
"eval_runtime": 6.0438,
"eval_samples_per_second": 512.92,
"eval_steps_per_second": 10.755,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8764516129032258,
"eval_loss": 0.06577406078577042,
"eval_runtime": 5.6348,
"eval_samples_per_second": 550.155,
"eval_steps_per_second": 11.535,
"step": 954
},
{
"epoch": 3.1446540880503147,
"grad_norm": 0.44873112440109253,
"learning_rate": 1.2138364779874214e-05,
"loss": 0.1127,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.8964516129032258,
"eval_loss": 0.05149334296584129,
"eval_runtime": 5.7578,
"eval_samples_per_second": 538.401,
"eval_steps_per_second": 11.289,
"step": 1272
},
{
"epoch": 4.716981132075472,
"grad_norm": 0.30973368883132935,
"learning_rate": 8.207547169811321e-06,
"loss": 0.0733,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9051612903225806,
"eval_loss": 0.04290274158120155,
"eval_runtime": 5.9031,
"eval_samples_per_second": 525.15,
"eval_steps_per_second": 11.011,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9093548387096774,
"eval_loss": 0.038180265575647354,
"eval_runtime": 5.6503,
"eval_samples_per_second": 548.642,
"eval_steps_per_second": 11.504,
"step": 1908
},
{
"epoch": 6.289308176100629,
"grad_norm": 0.27582159638404846,
"learning_rate": 4.276729559748428e-06,
"loss": 0.0587,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9141935483870968,
"eval_loss": 0.03587044030427933,
"eval_runtime": 5.962,
"eval_samples_per_second": 519.958,
"eval_steps_per_second": 10.902,
"step": 2226
},
{
"epoch": 7.861635220125786,
"grad_norm": 0.275245726108551,
"learning_rate": 3.459119496855346e-07,
"loss": 0.0528,
"step": 2500
}
],
"logging_steps": 500,
"max_steps": 2544,
"num_input_tokens_seen": 0,
"num_train_epochs": 8,
"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": 651155886807636.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.819089504077056,
"num_train_epochs": 8,
"temperature": 12
}
}