eeeebbb2's picture
Training in progress, step 50, checkpoint
dec131d verified
{
"best_metric": 11.758439064025879,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.021379513081589568,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0004275902616317913,
"grad_norm": 0.03745068982243538,
"learning_rate": 5e-05,
"loss": 11.7662,
"step": 1
},
{
"epoch": 0.0004275902616317913,
"eval_loss": 11.763663291931152,
"eval_runtime": 0.4241,
"eval_samples_per_second": 117.908,
"eval_steps_per_second": 30.656,
"step": 1
},
{
"epoch": 0.0008551805232635826,
"grad_norm": 0.031333476305007935,
"learning_rate": 0.0001,
"loss": 11.7643,
"step": 2
},
{
"epoch": 0.001282770784895374,
"grad_norm": 0.03287268057465553,
"learning_rate": 9.990365154573717e-05,
"loss": 11.7653,
"step": 3
},
{
"epoch": 0.0017103610465271652,
"grad_norm": 0.03197765350341797,
"learning_rate": 9.961501876182148e-05,
"loss": 11.7642,
"step": 4
},
{
"epoch": 0.0021379513081589566,
"grad_norm": 0.03344624489545822,
"learning_rate": 9.913533761814537e-05,
"loss": 11.7638,
"step": 5
},
{
"epoch": 0.002565541569790748,
"grad_norm": 0.03495028242468834,
"learning_rate": 9.846666218300807e-05,
"loss": 11.7636,
"step": 6
},
{
"epoch": 0.0029931318314225393,
"grad_norm": 0.03678389638662338,
"learning_rate": 9.761185582727977e-05,
"loss": 11.7632,
"step": 7
},
{
"epoch": 0.0034207220930543305,
"grad_norm": 0.037863459438085556,
"learning_rate": 9.657457896300791e-05,
"loss": 11.763,
"step": 8
},
{
"epoch": 0.003848312354686122,
"grad_norm": 0.039279576390981674,
"learning_rate": 9.535927336897098e-05,
"loss": 11.7635,
"step": 9
},
{
"epoch": 0.004275902616317913,
"grad_norm": 0.0446021743118763,
"learning_rate": 9.397114317029975e-05,
"loss": 11.7636,
"step": 10
},
{
"epoch": 0.004703492877949704,
"grad_norm": 0.039255332201719284,
"learning_rate": 9.241613255361455e-05,
"loss": 11.7627,
"step": 11
},
{
"epoch": 0.005131083139581496,
"grad_norm": 0.04781685024499893,
"learning_rate": 9.070090031310558e-05,
"loss": 11.7616,
"step": 12
},
{
"epoch": 0.0055586734012132875,
"grad_norm": 0.05885741114616394,
"learning_rate": 8.883279133655399e-05,
"loss": 11.7616,
"step": 13
},
{
"epoch": 0.005986263662845079,
"grad_norm": 0.03861386701464653,
"learning_rate": 8.681980515339464e-05,
"loss": 11.7633,
"step": 14
},
{
"epoch": 0.00641385392447687,
"grad_norm": 0.039729539304971695,
"learning_rate": 8.467056167950311e-05,
"loss": 11.7631,
"step": 15
},
{
"epoch": 0.006841444186108661,
"grad_norm": 0.04080519452691078,
"learning_rate": 8.239426430539243e-05,
"loss": 11.7622,
"step": 16
},
{
"epoch": 0.007269034447740453,
"grad_norm": 0.04761909320950508,
"learning_rate": 8.000066048588211e-05,
"loss": 11.7628,
"step": 17
},
{
"epoch": 0.007696624709372244,
"grad_norm": 0.042627450078725815,
"learning_rate": 7.75e-05,
"loss": 11.7624,
"step": 18
},
{
"epoch": 0.008124214971004035,
"grad_norm": 0.04835887625813484,
"learning_rate": 7.490299105985507e-05,
"loss": 11.7618,
"step": 19
},
{
"epoch": 0.008551805232635826,
"grad_norm": 0.045272503048181534,
"learning_rate": 7.222075445642904e-05,
"loss": 11.7618,
"step": 20
},
{
"epoch": 0.008979395494267618,
"grad_norm": 0.055312931537628174,
"learning_rate": 6.946477593864228e-05,
"loss": 11.761,
"step": 21
},
{
"epoch": 0.009406985755899409,
"grad_norm": 0.05657023563981056,
"learning_rate": 6.664685702961344e-05,
"loss": 11.7605,
"step": 22
},
{
"epoch": 0.009834576017531202,
"grad_norm": 0.05651591718196869,
"learning_rate": 6.377906449072578e-05,
"loss": 11.7603,
"step": 23
},
{
"epoch": 0.010262166279162993,
"grad_norm": 0.05788685753941536,
"learning_rate": 6.087367864990233e-05,
"loss": 11.7604,
"step": 24
},
{
"epoch": 0.010689756540794784,
"grad_norm": 0.06326596438884735,
"learning_rate": 5.794314081535644e-05,
"loss": 11.7596,
"step": 25
},
{
"epoch": 0.010689756540794784,
"eval_loss": 11.760405540466309,
"eval_runtime": 0.3942,
"eval_samples_per_second": 126.842,
"eval_steps_per_second": 32.979,
"step": 25
},
{
"epoch": 0.011117346802426575,
"grad_norm": 0.0947161465883255,
"learning_rate": 5.500000000000001e-05,
"loss": 11.7612,
"step": 26
},
{
"epoch": 0.011544937064058366,
"grad_norm": 0.0553748682141304,
"learning_rate": 5.205685918464356e-05,
"loss": 11.7607,
"step": 27
},
{
"epoch": 0.011972527325690157,
"grad_norm": 0.05844997987151146,
"learning_rate": 4.912632135009769e-05,
"loss": 11.7609,
"step": 28
},
{
"epoch": 0.012400117587321948,
"grad_norm": 0.05783386155962944,
"learning_rate": 4.6220935509274235e-05,
"loss": 11.7611,
"step": 29
},
{
"epoch": 0.01282770784895374,
"grad_norm": 0.061772510409355164,
"learning_rate": 4.3353142970386564e-05,
"loss": 11.7603,
"step": 30
},
{
"epoch": 0.01325529811058553,
"grad_norm": 0.06448950618505478,
"learning_rate": 4.053522406135775e-05,
"loss": 11.7604,
"step": 31
},
{
"epoch": 0.013682888372217322,
"grad_norm": 0.06722883880138397,
"learning_rate": 3.777924554357096e-05,
"loss": 11.7601,
"step": 32
},
{
"epoch": 0.014110478633849115,
"grad_norm": 0.06685524433851242,
"learning_rate": 3.509700894014496e-05,
"loss": 11.7607,
"step": 33
},
{
"epoch": 0.014538068895480906,
"grad_norm": 0.06618436425924301,
"learning_rate": 3.250000000000001e-05,
"loss": 11.7594,
"step": 34
},
{
"epoch": 0.014965659157112697,
"grad_norm": 0.07597427815198898,
"learning_rate": 2.9999339514117912e-05,
"loss": 11.7591,
"step": 35
},
{
"epoch": 0.015393249418744488,
"grad_norm": 0.08120574802160263,
"learning_rate": 2.760573569460757e-05,
"loss": 11.7585,
"step": 36
},
{
"epoch": 0.01582083968037628,
"grad_norm": 0.07383999228477478,
"learning_rate": 2.53294383204969e-05,
"loss": 11.7593,
"step": 37
},
{
"epoch": 0.01624842994200807,
"grad_norm": 0.09645941108465195,
"learning_rate": 2.3180194846605367e-05,
"loss": 11.7583,
"step": 38
},
{
"epoch": 0.01667602020363986,
"grad_norm": 0.06341534852981567,
"learning_rate": 2.1167208663446025e-05,
"loss": 11.7606,
"step": 39
},
{
"epoch": 0.017103610465271653,
"grad_norm": 0.06619752943515778,
"learning_rate": 1.9299099686894423e-05,
"loss": 11.7593,
"step": 40
},
{
"epoch": 0.017531200726903444,
"grad_norm": 0.07469940930604935,
"learning_rate": 1.758386744638546e-05,
"loss": 11.7589,
"step": 41
},
{
"epoch": 0.017958790988535235,
"grad_norm": 0.08176931738853455,
"learning_rate": 1.602885682970026e-05,
"loss": 11.7585,
"step": 42
},
{
"epoch": 0.018386381250167026,
"grad_norm": 0.07405959814786911,
"learning_rate": 1.464072663102903e-05,
"loss": 11.7593,
"step": 43
},
{
"epoch": 0.018813971511798817,
"grad_norm": 0.07433359324932098,
"learning_rate": 1.3425421036992098e-05,
"loss": 11.7595,
"step": 44
},
{
"epoch": 0.01924156177343061,
"grad_norm": 0.07951745390892029,
"learning_rate": 1.2388144172720251e-05,
"loss": 11.7585,
"step": 45
},
{
"epoch": 0.019669152035062403,
"grad_norm": 0.07772774249315262,
"learning_rate": 1.1533337816991932e-05,
"loss": 11.7587,
"step": 46
},
{
"epoch": 0.020096742296694194,
"grad_norm": 0.08244699239730835,
"learning_rate": 1.0864662381854632e-05,
"loss": 11.7572,
"step": 47
},
{
"epoch": 0.020524332558325985,
"grad_norm": 0.08685096353292465,
"learning_rate": 1.0384981238178534e-05,
"loss": 11.7573,
"step": 48
},
{
"epoch": 0.020951922819957777,
"grad_norm": 0.08589866757392883,
"learning_rate": 1.0096348454262845e-05,
"loss": 11.7589,
"step": 49
},
{
"epoch": 0.021379513081589568,
"grad_norm": 0.09261184185743332,
"learning_rate": 1e-05,
"loss": 11.7566,
"step": 50
},
{
"epoch": 0.021379513081589568,
"eval_loss": 11.758439064025879,
"eval_runtime": 0.4257,
"eval_samples_per_second": 117.455,
"eval_steps_per_second": 30.538,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"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": 166344429404160.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}