lesso06's picture
Training in progress, step 25, checkpoint
cee15ed verified
{
"best_metric": 1.6812231540679932,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.002109482122139015,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 8.437928488556059e-05,
"grad_norm": 2.006699800491333,
"learning_rate": 2e-05,
"loss": 3.2076,
"step": 1
},
{
"epoch": 8.437928488556059e-05,
"eval_loss": 3.053614616394043,
"eval_runtime": 684.3123,
"eval_samples_per_second": 7.292,
"eval_steps_per_second": 3.646,
"step": 1
},
{
"epoch": 0.00016875856977112118,
"grad_norm": 1.8254175186157227,
"learning_rate": 4e-05,
"loss": 3.2674,
"step": 2
},
{
"epoch": 0.0002531378546566818,
"grad_norm": 1.7289915084838867,
"learning_rate": 6e-05,
"loss": 2.6135,
"step": 3
},
{
"epoch": 0.00033751713954224236,
"grad_norm": 1.9319523572921753,
"learning_rate": 8e-05,
"loss": 3.0923,
"step": 4
},
{
"epoch": 0.00042189642442780296,
"grad_norm": 2.202440023422241,
"learning_rate": 0.0001,
"loss": 2.7622,
"step": 5
},
{
"epoch": 0.00042189642442780296,
"eval_loss": 2.9773123264312744,
"eval_runtime": 633.4802,
"eval_samples_per_second": 7.877,
"eval_steps_per_second": 3.939,
"step": 5
},
{
"epoch": 0.0005062757093133636,
"grad_norm": 2.228121519088745,
"learning_rate": 0.00012,
"loss": 3.3856,
"step": 6
},
{
"epoch": 0.0005906549941989242,
"grad_norm": 2.447239398956299,
"learning_rate": 0.00014,
"loss": 3.0831,
"step": 7
},
{
"epoch": 0.0006750342790844847,
"grad_norm": 2.0314934253692627,
"learning_rate": 0.00016,
"loss": 2.6546,
"step": 8
},
{
"epoch": 0.0007594135639700454,
"grad_norm": 2.0331554412841797,
"learning_rate": 0.00018,
"loss": 2.5455,
"step": 9
},
{
"epoch": 0.0008437928488556059,
"grad_norm": 2.057798147201538,
"learning_rate": 0.0002,
"loss": 1.9237,
"step": 10
},
{
"epoch": 0.0008437928488556059,
"eval_loss": 2.2591044902801514,
"eval_runtime": 639.9815,
"eval_samples_per_second": 7.797,
"eval_steps_per_second": 3.899,
"step": 10
},
{
"epoch": 0.0009281721337411666,
"grad_norm": 2.0957143306732178,
"learning_rate": 0.00019781476007338058,
"loss": 2.2103,
"step": 11
},
{
"epoch": 0.0010125514186267272,
"grad_norm": 2.29392409324646,
"learning_rate": 0.0001913545457642601,
"loss": 2.0412,
"step": 12
},
{
"epoch": 0.0010969307035122878,
"grad_norm": 2.3551414012908936,
"learning_rate": 0.00018090169943749476,
"loss": 1.9778,
"step": 13
},
{
"epoch": 0.0011813099883978483,
"grad_norm": 2.25308895111084,
"learning_rate": 0.00016691306063588583,
"loss": 1.8254,
"step": 14
},
{
"epoch": 0.0012656892732834089,
"grad_norm": 2.125375270843506,
"learning_rate": 0.00015000000000000001,
"loss": 1.7395,
"step": 15
},
{
"epoch": 0.0012656892732834089,
"eval_loss": 1.7618757486343384,
"eval_runtime": 662.1575,
"eval_samples_per_second": 7.536,
"eval_steps_per_second": 3.768,
"step": 15
},
{
"epoch": 0.0013500685581689694,
"grad_norm": 2.5470008850097656,
"learning_rate": 0.00013090169943749476,
"loss": 1.8919,
"step": 16
},
{
"epoch": 0.0014344478430545302,
"grad_norm": 3.481562376022339,
"learning_rate": 0.00011045284632676536,
"loss": 1.619,
"step": 17
},
{
"epoch": 0.0015188271279400908,
"grad_norm": 1.946924090385437,
"learning_rate": 8.954715367323468e-05,
"loss": 1.3688,
"step": 18
},
{
"epoch": 0.0016032064128256513,
"grad_norm": 2.0693461894989014,
"learning_rate": 6.909830056250527e-05,
"loss": 1.8018,
"step": 19
},
{
"epoch": 0.0016875856977112118,
"grad_norm": 1.8328882455825806,
"learning_rate": 5.000000000000002e-05,
"loss": 1.6836,
"step": 20
},
{
"epoch": 0.0016875856977112118,
"eval_loss": 1.7000869512557983,
"eval_runtime": 650.9527,
"eval_samples_per_second": 7.666,
"eval_steps_per_second": 3.833,
"step": 20
},
{
"epoch": 0.0017719649825967724,
"grad_norm": 2.9439198970794678,
"learning_rate": 3.308693936411421e-05,
"loss": 1.8969,
"step": 21
},
{
"epoch": 0.0018563442674823332,
"grad_norm": 2.2414660453796387,
"learning_rate": 1.9098300562505266e-05,
"loss": 1.9756,
"step": 22
},
{
"epoch": 0.0019407235523678937,
"grad_norm": 1.903572678565979,
"learning_rate": 8.645454235739903e-06,
"loss": 1.321,
"step": 23
},
{
"epoch": 0.0020251028372534545,
"grad_norm": 3.2975940704345703,
"learning_rate": 2.1852399266194314e-06,
"loss": 1.421,
"step": 24
},
{
"epoch": 0.002109482122139015,
"grad_norm": 2.134070873260498,
"learning_rate": 0.0,
"loss": 1.6586,
"step": 25
},
{
"epoch": 0.002109482122139015,
"eval_loss": 1.6812231540679932,
"eval_runtime": 658.7929,
"eval_samples_per_second": 7.574,
"eval_steps_per_second": 3.787,
"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": 818853102747648.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}