inflaton's picture
Training in progress, step 4500
5b13646 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.361930294906166,
"eval_steps": 500,
"global_step": 4000,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.6702412868632708,
"grad_norm": 9.020133018493652,
"learning_rate": 1.4299394279479472e-06,
"loss": 0.6244,
"step": 500
},
{
"epoch": 1.0,
"eval_accuracy": 0.7267851233482361,
"eval_loss": 0.5142917633056641,
"eval_runtime": 9.4466,
"eval_samples_per_second": 315.773,
"eval_steps_per_second": 19.795,
"step": 746
},
{
"epoch": 1.3404825737265416,
"grad_norm": 10.139765739440918,
"learning_rate": 1.3272138943309972e-06,
"loss": 0.5438,
"step": 1000
},
{
"epoch": 2.0,
"eval_accuracy": 0.7405296564102173,
"eval_loss": 0.49428224563598633,
"eval_runtime": 9.4794,
"eval_samples_per_second": 314.682,
"eval_steps_per_second": 19.727,
"step": 1492
},
{
"epoch": 2.0107238605898123,
"grad_norm": 7.425673961639404,
"learning_rate": 1.2244883607140467e-06,
"loss": 0.5108,
"step": 1500
},
{
"epoch": 2.680965147453083,
"grad_norm": 8.044295310974121,
"learning_rate": 1.1217628270970966e-06,
"loss": 0.4787,
"step": 2000
},
{
"epoch": 3.0,
"eval_accuracy": 0.7468990683555603,
"eval_loss": 0.5006520748138428,
"eval_runtime": 9.5789,
"eval_samples_per_second": 311.415,
"eval_steps_per_second": 19.522,
"step": 2238
},
{
"epoch": 3.351206434316354,
"grad_norm": 19.568927764892578,
"learning_rate": 1.0190372934801463e-06,
"loss": 0.458,
"step": 2500
},
{
"epoch": 4.0,
"eval_accuracy": 0.7522628307342529,
"eval_loss": 0.49020281434059143,
"eval_runtime": 9.4558,
"eval_samples_per_second": 315.467,
"eval_steps_per_second": 19.776,
"step": 2984
},
{
"epoch": 4.021447721179625,
"grad_norm": 5.546102046966553,
"learning_rate": 9.16311759863196e-07,
"loss": 0.4303,
"step": 3000
},
{
"epoch": 4.6916890080428955,
"grad_norm": 15.734197616577148,
"learning_rate": 8.135862262462459e-07,
"loss": 0.4115,
"step": 3500
},
{
"epoch": 5.0,
"eval_accuracy": 0.7536037564277649,
"eval_loss": 0.5176616907119751,
"eval_runtime": 9.5583,
"eval_samples_per_second": 312.084,
"eval_steps_per_second": 19.564,
"step": 3730
},
{
"epoch": 5.361930294906166,
"grad_norm": 15.1699857711792,
"learning_rate": 7.108606926292956e-07,
"loss": 0.401,
"step": 4000
}
],
"logging_steps": 500,
"max_steps": 7460,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 1.0420730286237396e+16,
"train_batch_size": 16,
"trial_name": null,
"trial_params": {
"learning_rate": 1.5326649615648975e-06,
"per_device_train_batch_size": 16
}
}