eeeebbb2's picture
Training in progress, step 50, checkpoint
785bb13 verified
{
"best_metric": 0.07823102176189423,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.9400705052878966,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01880141010575793,
"grad_norm": 0.7600845098495483,
"learning_rate": 5e-05,
"loss": 0.1707,
"step": 1
},
{
"epoch": 0.01880141010575793,
"eval_loss": 0.4366946518421173,
"eval_runtime": 5.0457,
"eval_samples_per_second": 9.909,
"eval_steps_per_second": 2.576,
"step": 1
},
{
"epoch": 0.03760282021151586,
"grad_norm": 1.3569352626800537,
"learning_rate": 0.0001,
"loss": 0.2471,
"step": 2
},
{
"epoch": 0.0564042303172738,
"grad_norm": 0.5642196536064148,
"learning_rate": 9.990365154573717e-05,
"loss": 0.2538,
"step": 3
},
{
"epoch": 0.07520564042303172,
"grad_norm": 0.5840835571289062,
"learning_rate": 9.961501876182148e-05,
"loss": 0.2145,
"step": 4
},
{
"epoch": 0.09400705052878966,
"grad_norm": 0.46224477887153625,
"learning_rate": 9.913533761814537e-05,
"loss": 0.1904,
"step": 5
},
{
"epoch": 0.1128084606345476,
"grad_norm": 0.4062245488166809,
"learning_rate": 9.846666218300807e-05,
"loss": 0.1852,
"step": 6
},
{
"epoch": 0.13160987074030553,
"grad_norm": 0.3530953526496887,
"learning_rate": 9.761185582727977e-05,
"loss": 0.1477,
"step": 7
},
{
"epoch": 0.15041128084606345,
"grad_norm": 0.2826444208621979,
"learning_rate": 9.657457896300791e-05,
"loss": 0.1289,
"step": 8
},
{
"epoch": 0.1692126909518214,
"grad_norm": 0.377310574054718,
"learning_rate": 9.535927336897098e-05,
"loss": 0.144,
"step": 9
},
{
"epoch": 0.18801410105757932,
"grad_norm": 0.3118053078651428,
"learning_rate": 9.397114317029975e-05,
"loss": 0.1509,
"step": 10
},
{
"epoch": 0.20681551116333724,
"grad_norm": 0.3501030504703522,
"learning_rate": 9.241613255361455e-05,
"loss": 0.1615,
"step": 11
},
{
"epoch": 0.2256169212690952,
"grad_norm": 1.3040632009506226,
"learning_rate": 9.070090031310558e-05,
"loss": 0.1281,
"step": 12
},
{
"epoch": 0.2444183313748531,
"grad_norm": 0.16963200271129608,
"learning_rate": 8.883279133655399e-05,
"loss": 0.068,
"step": 13
},
{
"epoch": 0.26321974148061106,
"grad_norm": 0.21708229184150696,
"learning_rate": 8.681980515339464e-05,
"loss": 0.0867,
"step": 14
},
{
"epoch": 0.282021151586369,
"grad_norm": 0.134294793009758,
"learning_rate": 8.467056167950311e-05,
"loss": 0.0941,
"step": 15
},
{
"epoch": 0.3008225616921269,
"grad_norm": 0.12663644552230835,
"learning_rate": 8.239426430539243e-05,
"loss": 0.0955,
"step": 16
},
{
"epoch": 0.3196239717978848,
"grad_norm": 0.1226968914270401,
"learning_rate": 8.000066048588211e-05,
"loss": 0.0999,
"step": 17
},
{
"epoch": 0.3384253819036428,
"grad_norm": 0.11707764118909836,
"learning_rate": 7.75e-05,
"loss": 0.103,
"step": 18
},
{
"epoch": 0.3572267920094007,
"grad_norm": 0.12075494229793549,
"learning_rate": 7.490299105985507e-05,
"loss": 0.1034,
"step": 19
},
{
"epoch": 0.37602820211515864,
"grad_norm": 0.11400816589593887,
"learning_rate": 7.222075445642904e-05,
"loss": 0.1066,
"step": 20
},
{
"epoch": 0.39482961222091656,
"grad_norm": 0.13738061487674713,
"learning_rate": 6.946477593864228e-05,
"loss": 0.1075,
"step": 21
},
{
"epoch": 0.4136310223266745,
"grad_norm": 0.15788087248802185,
"learning_rate": 6.664685702961344e-05,
"loss": 0.1107,
"step": 22
},
{
"epoch": 0.43243243243243246,
"grad_norm": 0.1624337136745453,
"learning_rate": 6.377906449072578e-05,
"loss": 0.118,
"step": 23
},
{
"epoch": 0.4512338425381904,
"grad_norm": 0.18111398816108704,
"learning_rate": 6.087367864990233e-05,
"loss": 0.1158,
"step": 24
},
{
"epoch": 0.4700352526439483,
"grad_norm": 0.2933941185474396,
"learning_rate": 5.794314081535644e-05,
"loss": 0.0768,
"step": 25
},
{
"epoch": 0.4700352526439483,
"eval_loss": 0.0913226529955864,
"eval_runtime": 5.314,
"eval_samples_per_second": 9.409,
"eval_steps_per_second": 2.446,
"step": 25
},
{
"epoch": 0.4888366627497062,
"grad_norm": 0.07355140149593353,
"learning_rate": 5.500000000000001e-05,
"loss": 0.0664,
"step": 26
},
{
"epoch": 0.5076380728554641,
"grad_norm": 0.09695981442928314,
"learning_rate": 5.205685918464356e-05,
"loss": 0.0782,
"step": 27
},
{
"epoch": 0.5264394829612221,
"grad_norm": 0.10992906242609024,
"learning_rate": 4.912632135009769e-05,
"loss": 0.0901,
"step": 28
},
{
"epoch": 0.54524089306698,
"grad_norm": 0.12939049303531647,
"learning_rate": 4.6220935509274235e-05,
"loss": 0.0932,
"step": 29
},
{
"epoch": 0.564042303172738,
"grad_norm": 0.13968101143836975,
"learning_rate": 4.3353142970386564e-05,
"loss": 0.0948,
"step": 30
},
{
"epoch": 0.5828437132784959,
"grad_norm": 0.13001416623592377,
"learning_rate": 4.053522406135775e-05,
"loss": 0.0851,
"step": 31
},
{
"epoch": 0.6016451233842538,
"grad_norm": 0.12713101506233215,
"learning_rate": 3.777924554357096e-05,
"loss": 0.0955,
"step": 32
},
{
"epoch": 0.6204465334900118,
"grad_norm": 0.12246720492839813,
"learning_rate": 3.509700894014496e-05,
"loss": 0.0975,
"step": 33
},
{
"epoch": 0.6392479435957696,
"grad_norm": 0.14322993159294128,
"learning_rate": 3.250000000000001e-05,
"loss": 0.1107,
"step": 34
},
{
"epoch": 0.6580493537015276,
"grad_norm": 0.13620127737522125,
"learning_rate": 2.9999339514117912e-05,
"loss": 0.0914,
"step": 35
},
{
"epoch": 0.6768507638072856,
"grad_norm": 0.15739606320858002,
"learning_rate": 2.760573569460757e-05,
"loss": 0.1033,
"step": 36
},
{
"epoch": 0.6956521739130435,
"grad_norm": 0.1808631420135498,
"learning_rate": 2.53294383204969e-05,
"loss": 0.0984,
"step": 37
},
{
"epoch": 0.7144535840188014,
"grad_norm": 0.04972299933433533,
"learning_rate": 2.3180194846605367e-05,
"loss": 0.0567,
"step": 38
},
{
"epoch": 0.7332549941245593,
"grad_norm": 0.05645684152841568,
"learning_rate": 2.1167208663446025e-05,
"loss": 0.0602,
"step": 39
},
{
"epoch": 0.7520564042303173,
"grad_norm": 0.06678657978773117,
"learning_rate": 1.9299099686894423e-05,
"loss": 0.0685,
"step": 40
},
{
"epoch": 0.7708578143360753,
"grad_norm": 0.08744647353887558,
"learning_rate": 1.758386744638546e-05,
"loss": 0.0779,
"step": 41
},
{
"epoch": 0.7896592244418331,
"grad_norm": 0.10616064816713333,
"learning_rate": 1.602885682970026e-05,
"loss": 0.0799,
"step": 42
},
{
"epoch": 0.8084606345475911,
"grad_norm": 0.11365273594856262,
"learning_rate": 1.464072663102903e-05,
"loss": 0.0825,
"step": 43
},
{
"epoch": 0.827262044653349,
"grad_norm": 0.09806361794471741,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.0878,
"step": 44
},
{
"epoch": 0.8460634547591069,
"grad_norm": 0.11302643269300461,
"learning_rate": 1.2388144172720251e-05,
"loss": 0.0881,
"step": 45
},
{
"epoch": 0.8648648648648649,
"grad_norm": 0.10468102991580963,
"learning_rate": 1.1533337816991932e-05,
"loss": 0.0962,
"step": 46
},
{
"epoch": 0.8836662749706228,
"grad_norm": 0.11554855108261108,
"learning_rate": 1.0864662381854632e-05,
"loss": 0.0893,
"step": 47
},
{
"epoch": 0.9024676850763808,
"grad_norm": 0.10484100878238678,
"learning_rate": 1.0384981238178534e-05,
"loss": 0.0817,
"step": 48
},
{
"epoch": 0.9212690951821386,
"grad_norm": 0.14057570695877075,
"learning_rate": 1.0096348454262845e-05,
"loss": 0.094,
"step": 49
},
{
"epoch": 0.9400705052878966,
"grad_norm": 0.2136404663324356,
"learning_rate": 1e-05,
"loss": 0.0722,
"step": 50
},
{
"epoch": 0.9400705052878966,
"eval_loss": 0.07823102176189423,
"eval_runtime": 5.3305,
"eval_samples_per_second": 9.38,
"eval_steps_per_second": 2.439,
"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": 6.196549313091338e+17,
"train_batch_size": 1,
"trial_name": null,
"trial_params": null
}