Sohaibsoussi's picture
Training in progress, step 2500
67ef3e9 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.861635220125786,
"eval_steps": 500,
"global_step": 2500,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.6780645161290323,
"eval_loss": 0.40519121289253235,
"eval_runtime": 2.041,
"eval_samples_per_second": 1518.881,
"eval_steps_per_second": 31.848,
"step": 318
},
{
"epoch": 1.57,
"grad_norm": 0.8578532934188843,
"learning_rate": 1.650593990216632e-05,
"loss": 0.6413,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8396774193548387,
"eval_loss": 0.14012566208839417,
"eval_runtime": 2.0415,
"eval_samples_per_second": 1518.497,
"eval_steps_per_second": 31.839,
"step": 636
},
{
"epoch": 3.0,
"eval_accuracy": 0.8964516129032258,
"eval_loss": 0.07267240434885025,
"eval_runtime": 2.0914,
"eval_samples_per_second": 1482.244,
"eval_steps_per_second": 31.079,
"step": 954
},
{
"epoch": 3.14,
"grad_norm": 0.5715540051460266,
"learning_rate": 1.3011879804332637e-05,
"loss": 0.1635,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.9145161290322581,
"eval_loss": 0.05143408849835396,
"eval_runtime": 2.5486,
"eval_samples_per_second": 1216.367,
"eval_steps_per_second": 25.504,
"step": 1272
},
{
"epoch": 4.72,
"grad_norm": 0.5522882342338562,
"learning_rate": 9.517819706498952e-06,
"loss": 0.0817,
"step": 1500
},
{
"epoch": 5.0,
"eval_accuracy": 0.9235483870967742,
"eval_loss": 0.04265019670128822,
"eval_runtime": 2.1204,
"eval_samples_per_second": 1461.984,
"eval_steps_per_second": 30.655,
"step": 1590
},
{
"epoch": 6.0,
"eval_accuracy": 0.9267741935483871,
"eval_loss": 0.03797636553645134,
"eval_runtime": 2.0762,
"eval_samples_per_second": 1493.112,
"eval_steps_per_second": 31.307,
"step": 1908
},
{
"epoch": 6.29,
"grad_norm": 0.3155914843082428,
"learning_rate": 6.02375960866527e-06,
"loss": 0.0617,
"step": 2000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9345161290322581,
"eval_loss": 0.03546394035220146,
"eval_runtime": 2.0483,
"eval_samples_per_second": 1513.483,
"eval_steps_per_second": 31.734,
"step": 2226
},
{
"epoch": 7.86,
"grad_norm": 0.31727784872055054,
"learning_rate": 2.5296995108315863e-06,
"loss": 0.054,
"step": 2500
}
],
"logging_steps": 500,
"max_steps": 2862,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 651155886807636.0,
"train_batch_size": 48,
"trial_name": null,
"trial_params": {
"alpha": 0.980055715011544,
"num_train_epochs": 9,
"temperature": 2
}
}