lesso13's picture
Training in progress, step 25, checkpoint
81e983f verified
{
"best_metric": 0.3907972276210785,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.02332089552238806,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0009328358208955224,
"grad_norm": 0.15643475949764252,
"learning_rate": 2e-05,
"loss": 0.6072,
"step": 1
},
{
"epoch": 0.0009328358208955224,
"eval_loss": 0.5362926125526428,
"eval_runtime": 215.0845,
"eval_samples_per_second": 2.102,
"eval_steps_per_second": 1.051,
"step": 1
},
{
"epoch": 0.0018656716417910447,
"grad_norm": 0.14539337158203125,
"learning_rate": 4e-05,
"loss": 0.5895,
"step": 2
},
{
"epoch": 0.002798507462686567,
"grad_norm": 0.1438995748758316,
"learning_rate": 6e-05,
"loss": 0.5563,
"step": 3
},
{
"epoch": 0.0037313432835820895,
"grad_norm": 0.136636421084404,
"learning_rate": 8e-05,
"loss": 0.58,
"step": 4
},
{
"epoch": 0.0046641791044776115,
"grad_norm": 0.15362198650836945,
"learning_rate": 0.0001,
"loss": 0.5469,
"step": 5
},
{
"epoch": 0.0046641791044776115,
"eval_loss": 0.5330179333686829,
"eval_runtime": 213.7237,
"eval_samples_per_second": 2.115,
"eval_steps_per_second": 1.057,
"step": 5
},
{
"epoch": 0.005597014925373134,
"grad_norm": 0.148357555270195,
"learning_rate": 0.00012,
"loss": 0.5368,
"step": 6
},
{
"epoch": 0.0065298507462686565,
"grad_norm": 0.15877765417099,
"learning_rate": 0.00014,
"loss": 0.5009,
"step": 7
},
{
"epoch": 0.007462686567164179,
"grad_norm": 0.23175980150699615,
"learning_rate": 0.00016,
"loss": 0.7121,
"step": 8
},
{
"epoch": 0.008395522388059701,
"grad_norm": 0.22547464072704315,
"learning_rate": 0.00018,
"loss": 0.5383,
"step": 9
},
{
"epoch": 0.009328358208955223,
"grad_norm": 0.22632212936878204,
"learning_rate": 0.0002,
"loss": 0.4945,
"step": 10
},
{
"epoch": 0.009328358208955223,
"eval_loss": 0.46882349252700806,
"eval_runtime": 211.8107,
"eval_samples_per_second": 2.134,
"eval_steps_per_second": 1.067,
"step": 10
},
{
"epoch": 0.010261194029850746,
"grad_norm": 0.2173951268196106,
"learning_rate": 0.00019781476007338058,
"loss": 0.539,
"step": 11
},
{
"epoch": 0.011194029850746268,
"grad_norm": 0.17697711288928986,
"learning_rate": 0.0001913545457642601,
"loss": 0.3917,
"step": 12
},
{
"epoch": 0.012126865671641791,
"grad_norm": 0.16931317746639252,
"learning_rate": 0.00018090169943749476,
"loss": 0.5017,
"step": 13
},
{
"epoch": 0.013059701492537313,
"grad_norm": 0.20356027781963348,
"learning_rate": 0.00016691306063588583,
"loss": 0.5613,
"step": 14
},
{
"epoch": 0.013992537313432836,
"grad_norm": 0.17862637341022491,
"learning_rate": 0.00015000000000000001,
"loss": 0.4629,
"step": 15
},
{
"epoch": 0.013992537313432836,
"eval_loss": 0.4177614152431488,
"eval_runtime": 213.5402,
"eval_samples_per_second": 2.117,
"eval_steps_per_second": 1.058,
"step": 15
},
{
"epoch": 0.014925373134328358,
"grad_norm": 0.20311962068080902,
"learning_rate": 0.00013090169943749476,
"loss": 0.3588,
"step": 16
},
{
"epoch": 0.01585820895522388,
"grad_norm": 0.19799074530601501,
"learning_rate": 0.00011045284632676536,
"loss": 0.4922,
"step": 17
},
{
"epoch": 0.016791044776119403,
"grad_norm": 0.20521485805511475,
"learning_rate": 8.954715367323468e-05,
"loss": 0.4532,
"step": 18
},
{
"epoch": 0.017723880597014924,
"grad_norm": 0.1826445609331131,
"learning_rate": 6.909830056250527e-05,
"loss": 0.3642,
"step": 19
},
{
"epoch": 0.018656716417910446,
"grad_norm": 0.18291088938713074,
"learning_rate": 5.000000000000002e-05,
"loss": 0.4163,
"step": 20
},
{
"epoch": 0.018656716417910446,
"eval_loss": 0.3951972424983978,
"eval_runtime": 213.9225,
"eval_samples_per_second": 2.113,
"eval_steps_per_second": 1.056,
"step": 20
},
{
"epoch": 0.01958955223880597,
"grad_norm": 0.19263756275177002,
"learning_rate": 3.308693936411421e-05,
"loss": 0.3699,
"step": 21
},
{
"epoch": 0.020522388059701493,
"grad_norm": 0.2069644331932068,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.4451,
"step": 22
},
{
"epoch": 0.021455223880597014,
"grad_norm": 0.18779270350933075,
"learning_rate": 8.645454235739903e-06,
"loss": 0.4153,
"step": 23
},
{
"epoch": 0.022388059701492536,
"grad_norm": 0.20380006730556488,
"learning_rate": 2.1852399266194314e-06,
"loss": 0.4172,
"step": 24
},
{
"epoch": 0.02332089552238806,
"grad_norm": 0.1967461258172989,
"learning_rate": 0.0,
"loss": 0.4723,
"step": 25
},
{
"epoch": 0.02332089552238806,
"eval_loss": 0.3907972276210785,
"eval_runtime": 212.4073,
"eval_samples_per_second": 2.128,
"eval_steps_per_second": 1.064,
"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": 1.5831020863488e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}