lesso09's picture
Training in progress, step 20, checkpoint
3550ac8 verified
raw
history blame
5.4 kB
{
"best_metric": 0.3715277314186096,
"best_model_checkpoint": "miner_id_24/checkpoint-20",
"epoch": 0.02969561989606533,
"eval_steps": 5,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0014847809948032665,
"grad_norm": 4.760746479034424,
"learning_rate": 2e-05,
"loss": 11.3863,
"step": 1
},
{
"epoch": 0.0014847809948032665,
"eval_loss": 2.8857903480529785,
"eval_runtime": 52.3524,
"eval_samples_per_second": 5.425,
"eval_steps_per_second": 2.712,
"step": 1
},
{
"epoch": 0.002969561989606533,
"grad_norm": 3.34657883644104,
"learning_rate": 4e-05,
"loss": 11.0456,
"step": 2
},
{
"epoch": 0.004454342984409799,
"grad_norm": 3.2356274127960205,
"learning_rate": 6e-05,
"loss": 13.5547,
"step": 3
},
{
"epoch": 0.005939123979213066,
"grad_norm": 2.6824147701263428,
"learning_rate": 8e-05,
"loss": 8.7514,
"step": 4
},
{
"epoch": 0.007423904974016332,
"grad_norm": 5.473128318786621,
"learning_rate": 0.0001,
"loss": 13.6083,
"step": 5
},
{
"epoch": 0.007423904974016332,
"eval_loss": 2.8108508586883545,
"eval_runtime": 52.1477,
"eval_samples_per_second": 5.446,
"eval_steps_per_second": 2.723,
"step": 5
},
{
"epoch": 0.008908685968819599,
"grad_norm": 6.155984401702881,
"learning_rate": 0.00012,
"loss": 12.4103,
"step": 6
},
{
"epoch": 0.010393466963622866,
"grad_norm": 6.005216121673584,
"learning_rate": 0.00014,
"loss": 9.9214,
"step": 7
},
{
"epoch": 0.011878247958426132,
"grad_norm": 8.351831436157227,
"learning_rate": 0.00016,
"loss": 10.4195,
"step": 8
},
{
"epoch": 0.013363028953229399,
"grad_norm": 13.200093269348145,
"learning_rate": 0.00018,
"loss": 8.6825,
"step": 9
},
{
"epoch": 0.014847809948032665,
"grad_norm": 18.01533317565918,
"learning_rate": 0.0002,
"loss": 5.6008,
"step": 10
},
{
"epoch": 0.014847809948032665,
"eval_loss": 1.0966575145721436,
"eval_runtime": 53.1328,
"eval_samples_per_second": 5.345,
"eval_steps_per_second": 2.673,
"step": 10
},
{
"epoch": 0.016332590942835932,
"grad_norm": 5.9748125076293945,
"learning_rate": 0.00019781476007338058,
"loss": 4.4809,
"step": 11
},
{
"epoch": 0.017817371937639197,
"grad_norm": 4.773859024047852,
"learning_rate": 0.0001913545457642601,
"loss": 4.0181,
"step": 12
},
{
"epoch": 0.019302152932442463,
"grad_norm": 4.2915544509887695,
"learning_rate": 0.00018090169943749476,
"loss": 2.8875,
"step": 13
},
{
"epoch": 0.020786933927245732,
"grad_norm": 4.280338287353516,
"learning_rate": 0.00016691306063588583,
"loss": 2.363,
"step": 14
},
{
"epoch": 0.022271714922048998,
"grad_norm": 5.092531681060791,
"learning_rate": 0.00015000000000000001,
"loss": 2.1731,
"step": 15
},
{
"epoch": 0.022271714922048998,
"eval_loss": 0.5182551145553589,
"eval_runtime": 51.7607,
"eval_samples_per_second": 5.487,
"eval_steps_per_second": 2.743,
"step": 15
},
{
"epoch": 0.023756495916852263,
"grad_norm": 5.672760486602783,
"learning_rate": 0.00013090169943749476,
"loss": 2.6013,
"step": 16
},
{
"epoch": 0.025241276911655532,
"grad_norm": 6.637510776519775,
"learning_rate": 0.00011045284632676536,
"loss": 2.5146,
"step": 17
},
{
"epoch": 0.026726057906458798,
"grad_norm": 4.401640892028809,
"learning_rate": 8.954715367323468e-05,
"loss": 1.8105,
"step": 18
},
{
"epoch": 0.028210838901262063,
"grad_norm": 4.6342902183532715,
"learning_rate": 6.909830056250527e-05,
"loss": 1.7016,
"step": 19
},
{
"epoch": 0.02969561989606533,
"grad_norm": 3.619751453399658,
"learning_rate": 5.000000000000002e-05,
"loss": 1.7681,
"step": 20
},
{
"epoch": 0.02969561989606533,
"eval_loss": 0.3715277314186096,
"eval_runtime": 52.4711,
"eval_samples_per_second": 5.412,
"eval_steps_per_second": 2.706,
"step": 20
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 6332448610713600.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}