sxyao's picture
bugfix in loading and data processing
5571c66 verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.967741935483871,
"eval_steps": 500,
"global_step": 69,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21505376344086022,
"grad_norm": 5.693103313446045,
"learning_rate": 1.9954719225730847e-05,
"loss": 1.1669,
"step": 5
},
{
"epoch": 0.43010752688172044,
"grad_norm": 1.963355302810669,
"learning_rate": 1.9450008187146685e-05,
"loss": 0.6522,
"step": 10
},
{
"epoch": 0.6451612903225806,
"grad_norm": 1.6932282447814941,
"learning_rate": 1.8412535328311813e-05,
"loss": 0.4912,
"step": 15
},
{
"epoch": 0.8602150537634409,
"grad_norm": 1.487468957901001,
"learning_rate": 1.6900790114821122e-05,
"loss": 0.415,
"step": 20
},
{
"epoch": 1.075268817204301,
"grad_norm": 1.5301791429519653,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.3687,
"step": 25
},
{
"epoch": 1.2903225806451613,
"grad_norm": 1.3023558855056763,
"learning_rate": 1.2817325568414299e-05,
"loss": 0.2981,
"step": 30
},
{
"epoch": 1.5053763440860215,
"grad_norm": 1.2679604291915894,
"learning_rate": 1.0475819158237426e-05,
"loss": 0.2836,
"step": 35
},
{
"epoch": 1.7204301075268817,
"grad_norm": 1.180540919303894,
"learning_rate": 8.107487556395902e-06,
"loss": 0.2772,
"step": 40
},
{
"epoch": 1.935483870967742,
"grad_norm": 1.1995508670806885,
"learning_rate": 5.845849869981137e-06,
"loss": 0.268,
"step": 45
},
{
"epoch": 2.150537634408602,
"grad_norm": 1.1225168704986572,
"learning_rate": 3.818410137793947e-06,
"loss": 0.2306,
"step": 50
},
{
"epoch": 2.3655913978494625,
"grad_norm": 1.166407823562622,
"learning_rate": 2.1394690525721275e-06,
"loss": 0.2085,
"step": 55
},
{
"epoch": 2.5806451612903225,
"grad_norm": 1.157459020614624,
"learning_rate": 9.036800464548157e-07,
"loss": 0.2009,
"step": 60
},
{
"epoch": 2.795698924731183,
"grad_norm": 1.1147010326385498,
"learning_rate": 1.8071302737293294e-07,
"loss": 0.2012,
"step": 65
},
{
"epoch": 2.967741935483871,
"step": 69,
"total_flos": 2.640330688875725e+16,
"train_loss": 0.37769337063250336,
"train_runtime": 647.3014,
"train_samples_per_second": 6.873,
"train_steps_per_second": 0.107
}
],
"logging_steps": 5,
"max_steps": 69,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": false,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.640330688875725e+16,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}