RoyJoy's picture
Training in progress, step 25, checkpoint
2c52db1 verified
{
"best_metric": 0.14158989489078522,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.016909029421711193,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0006763611768684477,
"grad_norm": 9.08575439453125,
"learning_rate": 2e-05,
"loss": 4.5965,
"step": 1
},
{
"epoch": 0.0006763611768684477,
"eval_loss": 4.714530944824219,
"eval_runtime": 14.2557,
"eval_samples_per_second": 174.667,
"eval_steps_per_second": 21.886,
"step": 1
},
{
"epoch": 0.0013527223537368955,
"grad_norm": 9.087392807006836,
"learning_rate": 4e-05,
"loss": 4.6119,
"step": 2
},
{
"epoch": 0.002029083530605343,
"grad_norm": 8.959595680236816,
"learning_rate": 6e-05,
"loss": 4.6058,
"step": 3
},
{
"epoch": 0.002705444707473791,
"grad_norm": 8.635147094726562,
"learning_rate": 8e-05,
"loss": 4.5416,
"step": 4
},
{
"epoch": 0.0033818058843422386,
"grad_norm": 9.559680938720703,
"learning_rate": 0.0001,
"loss": 4.228,
"step": 5
},
{
"epoch": 0.0033818058843422386,
"eval_loss": 3.8396589756011963,
"eval_runtime": 12.4519,
"eval_samples_per_second": 199.969,
"eval_steps_per_second": 25.056,
"step": 5
},
{
"epoch": 0.004058167061210686,
"grad_norm": 8.38050365447998,
"learning_rate": 0.00012,
"loss": 3.9577,
"step": 6
},
{
"epoch": 0.0047345282380791345,
"grad_norm": 9.55387020111084,
"learning_rate": 0.00014,
"loss": 3.2044,
"step": 7
},
{
"epoch": 0.005410889414947582,
"grad_norm": 9.679418563842773,
"learning_rate": 0.00016,
"loss": 2.7643,
"step": 8
},
{
"epoch": 0.00608725059181603,
"grad_norm": 10.315975189208984,
"learning_rate": 0.00018,
"loss": 2.1942,
"step": 9
},
{
"epoch": 0.006763611768684477,
"grad_norm": 9.06428337097168,
"learning_rate": 0.0002,
"loss": 1.5751,
"step": 10
},
{
"epoch": 0.006763611768684477,
"eval_loss": 1.0617578029632568,
"eval_runtime": 12.4016,
"eval_samples_per_second": 200.781,
"eval_steps_per_second": 25.158,
"step": 10
},
{
"epoch": 0.0074399729455529254,
"grad_norm": 6.420353412628174,
"learning_rate": 0.00019781476007338058,
"loss": 1.1378,
"step": 11
},
{
"epoch": 0.008116334122421373,
"grad_norm": 7.892561912536621,
"learning_rate": 0.0001913545457642601,
"loss": 0.8164,
"step": 12
},
{
"epoch": 0.00879269529928982,
"grad_norm": 2.6381897926330566,
"learning_rate": 0.00018090169943749476,
"loss": 0.2681,
"step": 13
},
{
"epoch": 0.009469056476158269,
"grad_norm": 1.4537419080734253,
"learning_rate": 0.00016691306063588583,
"loss": 0.38,
"step": 14
},
{
"epoch": 0.010145417653026716,
"grad_norm": 2.559450149536133,
"learning_rate": 0.00015000000000000001,
"loss": 0.2357,
"step": 15
},
{
"epoch": 0.010145417653026716,
"eval_loss": 0.2033427357673645,
"eval_runtime": 12.442,
"eval_samples_per_second": 200.128,
"eval_steps_per_second": 25.076,
"step": 15
},
{
"epoch": 0.010821778829895164,
"grad_norm": 2.0941014289855957,
"learning_rate": 0.00013090169943749476,
"loss": 0.217,
"step": 16
},
{
"epoch": 0.011498140006763611,
"grad_norm": 0.9307464957237244,
"learning_rate": 0.00011045284632676536,
"loss": 0.0343,
"step": 17
},
{
"epoch": 0.01217450118363206,
"grad_norm": 3.1173644065856934,
"learning_rate": 8.954715367323468e-05,
"loss": 0.2368,
"step": 18
},
{
"epoch": 0.012850862360500507,
"grad_norm": 4.499870300292969,
"learning_rate": 6.909830056250527e-05,
"loss": 0.1805,
"step": 19
},
{
"epoch": 0.013527223537368955,
"grad_norm": 2.9719085693359375,
"learning_rate": 5.000000000000002e-05,
"loss": 0.2002,
"step": 20
},
{
"epoch": 0.013527223537368955,
"eval_loss": 0.14818401634693146,
"eval_runtime": 12.379,
"eval_samples_per_second": 201.148,
"eval_steps_per_second": 25.204,
"step": 20
},
{
"epoch": 0.014203584714237404,
"grad_norm": 1.814172625541687,
"learning_rate": 3.308693936411421e-05,
"loss": 0.1932,
"step": 21
},
{
"epoch": 0.014879945891105851,
"grad_norm": 1.426396131515503,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.0932,
"step": 22
},
{
"epoch": 0.015556307067974298,
"grad_norm": 1.169958472251892,
"learning_rate": 8.645454235739903e-06,
"loss": 0.1249,
"step": 23
},
{
"epoch": 0.016232668244842745,
"grad_norm": 1.2674089670181274,
"learning_rate": 2.1852399266194314e-06,
"loss": 0.08,
"step": 24
},
{
"epoch": 0.016909029421711193,
"grad_norm": 1.5442484617233276,
"learning_rate": 0.0,
"loss": 0.1493,
"step": 25
},
{
"epoch": 0.016909029421711193,
"eval_loss": 0.14158989489078522,
"eval_runtime": 12.4618,
"eval_samples_per_second": 199.811,
"eval_steps_per_second": 25.037,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 10,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1079587723280384.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}