RoyJoy's picture
Training in progress, step 42, checkpoint
ea45f3f verified
{
"best_metric": 1.9444246292114258,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 3.136986301369863,
"eval_steps": 25,
"global_step": 42,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0730593607305936,
"grad_norm": 1.6482079029083252,
"learning_rate": 5e-05,
"loss": 2.656,
"step": 1
},
{
"epoch": 0.0730593607305936,
"eval_loss": 2.7438390254974365,
"eval_runtime": 0.9774,
"eval_samples_per_second": 51.154,
"eval_steps_per_second": 13.3,
"step": 1
},
{
"epoch": 0.1461187214611872,
"grad_norm": 1.9226343631744385,
"learning_rate": 0.0001,
"loss": 2.7281,
"step": 2
},
{
"epoch": 0.2191780821917808,
"grad_norm": 1.4800227880477905,
"learning_rate": 9.986128001799077e-05,
"loss": 2.6887,
"step": 3
},
{
"epoch": 0.2922374429223744,
"grad_norm": 1.1125712394714355,
"learning_rate": 9.94459753267812e-05,
"loss": 2.4225,
"step": 4
},
{
"epoch": 0.365296803652968,
"grad_norm": 1.1823503971099854,
"learning_rate": 9.875664641789545e-05,
"loss": 2.3918,
"step": 5
},
{
"epoch": 0.4383561643835616,
"grad_norm": 0.8967756032943726,
"learning_rate": 9.779754323328192e-05,
"loss": 2.3929,
"step": 6
},
{
"epoch": 0.5114155251141552,
"grad_norm": 0.7958990931510925,
"learning_rate": 9.657457896300791e-05,
"loss": 2.2641,
"step": 7
},
{
"epoch": 0.5844748858447488,
"grad_norm": 0.6753748655319214,
"learning_rate": 9.509529358847655e-05,
"loss": 2.2993,
"step": 8
},
{
"epoch": 0.6575342465753424,
"grad_norm": 0.7301414608955383,
"learning_rate": 9.336880739593416e-05,
"loss": 2.2233,
"step": 9
},
{
"epoch": 0.730593607305936,
"grad_norm": 0.687423050403595,
"learning_rate": 9.140576474687264e-05,
"loss": 2.2194,
"step": 10
},
{
"epoch": 0.8036529680365296,
"grad_norm": 0.5609395503997803,
"learning_rate": 8.921826845200139e-05,
"loss": 2.1855,
"step": 11
},
{
"epoch": 0.8767123287671232,
"grad_norm": 0.5811583399772644,
"learning_rate": 8.681980515339464e-05,
"loss": 2.2311,
"step": 12
},
{
"epoch": 0.9497716894977168,
"grad_norm": 0.7160845994949341,
"learning_rate": 8.422516217485826e-05,
"loss": 2.1034,
"step": 13
},
{
"epoch": 1.045662100456621,
"grad_norm": 0.9691987633705139,
"learning_rate": 8.14503363531613e-05,
"loss": 3.6047,
"step": 14
},
{
"epoch": 1.1187214611872145,
"grad_norm": 0.5950197577476501,
"learning_rate": 7.85124354122177e-05,
"loss": 2.0689,
"step": 15
},
{
"epoch": 1.191780821917808,
"grad_norm": 0.6271862387657166,
"learning_rate": 7.542957248827961e-05,
"loss": 2.0355,
"step": 16
},
{
"epoch": 1.2648401826484017,
"grad_norm": 0.6004878878593445,
"learning_rate": 7.222075445642904e-05,
"loss": 1.9554,
"step": 17
},
{
"epoch": 1.3378995433789953,
"grad_norm": 0.6051047444343567,
"learning_rate": 6.890576474687263e-05,
"loss": 2.1242,
"step": 18
},
{
"epoch": 1.410958904109589,
"grad_norm": 0.5908260345458984,
"learning_rate": 6.550504137351576e-05,
"loss": 2.01,
"step": 19
},
{
"epoch": 1.4840182648401825,
"grad_norm": 0.6053179502487183,
"learning_rate": 6.203955092681039e-05,
"loss": 1.6291,
"step": 20
},
{
"epoch": 1.5570776255707761,
"grad_norm": 0.7734953165054321,
"learning_rate": 5.8530659307753036e-05,
"loss": 2.283,
"step": 21
},
{
"epoch": 1.6301369863013697,
"grad_norm": 0.7120858430862427,
"learning_rate": 5.500000000000001e-05,
"loss": 2.0543,
"step": 22
},
{
"epoch": 1.7031963470319633,
"grad_norm": 0.718116283416748,
"learning_rate": 5.1469340692246995e-05,
"loss": 1.637,
"step": 23
},
{
"epoch": 1.776255707762557,
"grad_norm": 0.7466245293617249,
"learning_rate": 4.7960449073189606e-05,
"loss": 2.0311,
"step": 24
},
{
"epoch": 1.8493150684931505,
"grad_norm": 0.7178733348846436,
"learning_rate": 4.4494958626484276e-05,
"loss": 1.9781,
"step": 25
},
{
"epoch": 1.8493150684931505,
"eval_loss": 1.9444246292114258,
"eval_runtime": 0.975,
"eval_samples_per_second": 51.282,
"eval_steps_per_second": 13.333,
"step": 25
},
{
"epoch": 1.9223744292237441,
"grad_norm": 0.9402605891227722,
"learning_rate": 4.109423525312738e-05,
"loss": 2.0855,
"step": 26
},
{
"epoch": 2.018264840182648,
"grad_norm": 1.2514342069625854,
"learning_rate": 3.777924554357096e-05,
"loss": 2.9363,
"step": 27
},
{
"epoch": 2.091324200913242,
"grad_norm": 0.7443793416023254,
"learning_rate": 3.45704275117204e-05,
"loss": 1.8411,
"step": 28
},
{
"epoch": 2.1643835616438354,
"grad_norm": 0.7808946371078491,
"learning_rate": 3.1487564587782306e-05,
"loss": 1.8517,
"step": 29
},
{
"epoch": 2.237442922374429,
"grad_norm": 0.7538257837295532,
"learning_rate": 2.854966364683872e-05,
"loss": 1.5841,
"step": 30
},
{
"epoch": 2.3105022831050226,
"grad_norm": 0.8428553342819214,
"learning_rate": 2.577483782514174e-05,
"loss": 2.0184,
"step": 31
},
{
"epoch": 2.383561643835616,
"grad_norm": 0.8057328462600708,
"learning_rate": 2.3180194846605367e-05,
"loss": 1.829,
"step": 32
},
{
"epoch": 2.45662100456621,
"grad_norm": 0.8969247937202454,
"learning_rate": 2.0781731547998614e-05,
"loss": 1.6691,
"step": 33
},
{
"epoch": 2.5296803652968034,
"grad_norm": 0.9457578063011169,
"learning_rate": 1.8594235253127375e-05,
"loss": 1.8235,
"step": 34
},
{
"epoch": 2.602739726027397,
"grad_norm": 0.9133532643318176,
"learning_rate": 1.6631192604065855e-05,
"loss": 1.8459,
"step": 35
},
{
"epoch": 2.6757990867579906,
"grad_norm": 0.8409977555274963,
"learning_rate": 1.490470641152345e-05,
"loss": 1.6627,
"step": 36
},
{
"epoch": 2.748858447488584,
"grad_norm": 0.9554385542869568,
"learning_rate": 1.3425421036992098e-05,
"loss": 1.7595,
"step": 37
},
{
"epoch": 2.821917808219178,
"grad_norm": 0.9131757020950317,
"learning_rate": 1.2202456766718093e-05,
"loss": 1.7983,
"step": 38
},
{
"epoch": 2.8949771689497714,
"grad_norm": 0.9879626631736755,
"learning_rate": 1.1243353582104556e-05,
"loss": 1.741,
"step": 39
},
{
"epoch": 2.968036529680365,
"grad_norm": 1.428398847579956,
"learning_rate": 1.0554024673218807e-05,
"loss": 2.4764,
"step": 40
},
{
"epoch": 3.0639269406392695,
"grad_norm": 1.055842399597168,
"learning_rate": 1.0138719982009242e-05,
"loss": 1.9769,
"step": 41
},
{
"epoch": 3.136986301369863,
"grad_norm": 0.9232267141342163,
"learning_rate": 1e-05,
"loss": 1.7724,
"step": 42
}
],
"logging_steps": 1,
"max_steps": 42,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": 1.3648395138760704e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}