eeeebbb2's picture
Training in progress, step 50, checkpoint
51f8963 verified
{
"best_metric": 11.930744171142578,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.02871912693854107,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0005743825387708214,
"grad_norm": 0.01589948683977127,
"learning_rate": 5e-05,
"loss": 11.9326,
"step": 1
},
{
"epoch": 0.0005743825387708214,
"eval_loss": 11.932580947875977,
"eval_runtime": 0.1755,
"eval_samples_per_second": 284.959,
"eval_steps_per_second": 74.089,
"step": 1
},
{
"epoch": 0.0011487650775416428,
"grad_norm": 0.015951313078403473,
"learning_rate": 0.0001,
"loss": 11.9323,
"step": 2
},
{
"epoch": 0.0017231476163124641,
"grad_norm": 0.01507105864584446,
"learning_rate": 9.990365154573717e-05,
"loss": 11.9323,
"step": 3
},
{
"epoch": 0.0022975301550832855,
"grad_norm": 0.01573927141726017,
"learning_rate": 9.961501876182148e-05,
"loss": 11.9326,
"step": 4
},
{
"epoch": 0.002871912693854107,
"grad_norm": 0.016259584575891495,
"learning_rate": 9.913533761814537e-05,
"loss": 11.9325,
"step": 5
},
{
"epoch": 0.0034462952326249283,
"grad_norm": 0.015265903435647488,
"learning_rate": 9.846666218300807e-05,
"loss": 11.9328,
"step": 6
},
{
"epoch": 0.00402067777139575,
"grad_norm": 0.015187705866992474,
"learning_rate": 9.761185582727977e-05,
"loss": 11.933,
"step": 7
},
{
"epoch": 0.004595060310166571,
"grad_norm": 0.017186807468533516,
"learning_rate": 9.657457896300791e-05,
"loss": 11.9326,
"step": 8
},
{
"epoch": 0.005169442848937392,
"grad_norm": 0.018329989165067673,
"learning_rate": 9.535927336897098e-05,
"loss": 11.9317,
"step": 9
},
{
"epoch": 0.005743825387708214,
"grad_norm": 0.017302963882684708,
"learning_rate": 9.397114317029975e-05,
"loss": 11.9327,
"step": 10
},
{
"epoch": 0.006318207926479035,
"grad_norm": 0.019111931324005127,
"learning_rate": 9.241613255361455e-05,
"loss": 11.9328,
"step": 11
},
{
"epoch": 0.0068925904652498565,
"grad_norm": 0.022191539406776428,
"learning_rate": 9.070090031310558e-05,
"loss": 11.9318,
"step": 12
},
{
"epoch": 0.007466973004020678,
"grad_norm": 0.019932497292757034,
"learning_rate": 8.883279133655399e-05,
"loss": 11.9317,
"step": 13
},
{
"epoch": 0.0080413555427915,
"grad_norm": 0.019474569708108902,
"learning_rate": 8.681980515339464e-05,
"loss": 11.9321,
"step": 14
},
{
"epoch": 0.00861573808156232,
"grad_norm": 0.01758241094648838,
"learning_rate": 8.467056167950311e-05,
"loss": 11.9317,
"step": 15
},
{
"epoch": 0.009190120620333142,
"grad_norm": 0.020062938332557678,
"learning_rate": 8.239426430539243e-05,
"loss": 11.9322,
"step": 16
},
{
"epoch": 0.009764503159103963,
"grad_norm": 0.02001391537487507,
"learning_rate": 8.000066048588211e-05,
"loss": 11.9322,
"step": 17
},
{
"epoch": 0.010338885697874785,
"grad_norm": 0.01966371200978756,
"learning_rate": 7.75e-05,
"loss": 11.9319,
"step": 18
},
{
"epoch": 0.010913268236645606,
"grad_norm": 0.019832884892821312,
"learning_rate": 7.490299105985507e-05,
"loss": 11.9321,
"step": 19
},
{
"epoch": 0.011487650775416428,
"grad_norm": 0.021595092490315437,
"learning_rate": 7.222075445642904e-05,
"loss": 11.9324,
"step": 20
},
{
"epoch": 0.012062033314187249,
"grad_norm": 0.023331984877586365,
"learning_rate": 6.946477593864228e-05,
"loss": 11.9314,
"step": 21
},
{
"epoch": 0.01263641585295807,
"grad_norm": 0.02657157927751541,
"learning_rate": 6.664685702961344e-05,
"loss": 11.9324,
"step": 22
},
{
"epoch": 0.013210798391728892,
"grad_norm": 0.029394395649433136,
"learning_rate": 6.377906449072578e-05,
"loss": 11.9318,
"step": 23
},
{
"epoch": 0.013785180930499713,
"grad_norm": 0.029913103207945824,
"learning_rate": 6.087367864990233e-05,
"loss": 11.9326,
"step": 24
},
{
"epoch": 0.014359563469270534,
"grad_norm": 0.033395763486623764,
"learning_rate": 5.794314081535644e-05,
"loss": 11.9318,
"step": 25
},
{
"epoch": 0.014359563469270534,
"eval_loss": 11.931483268737793,
"eval_runtime": 0.1705,
"eval_samples_per_second": 293.322,
"eval_steps_per_second": 76.264,
"step": 25
},
{
"epoch": 0.014933946008041356,
"grad_norm": 0.026962852105498314,
"learning_rate": 5.500000000000001e-05,
"loss": 11.9314,
"step": 26
},
{
"epoch": 0.015508328546812177,
"grad_norm": 0.02874499186873436,
"learning_rate": 5.205685918464356e-05,
"loss": 11.9315,
"step": 27
},
{
"epoch": 0.016082711085583,
"grad_norm": 0.028867153450846672,
"learning_rate": 4.912632135009769e-05,
"loss": 11.9317,
"step": 28
},
{
"epoch": 0.01665709362435382,
"grad_norm": 0.028029875829815865,
"learning_rate": 4.6220935509274235e-05,
"loss": 11.9323,
"step": 29
},
{
"epoch": 0.01723147616312464,
"grad_norm": 0.03006923571228981,
"learning_rate": 4.3353142970386564e-05,
"loss": 11.9313,
"step": 30
},
{
"epoch": 0.017805858701895463,
"grad_norm": 0.031214896589517593,
"learning_rate": 4.053522406135775e-05,
"loss": 11.9311,
"step": 31
},
{
"epoch": 0.018380241240666284,
"grad_norm": 0.03501607105135918,
"learning_rate": 3.777924554357096e-05,
"loss": 11.9312,
"step": 32
},
{
"epoch": 0.018954623779437105,
"grad_norm": 0.03202120214700699,
"learning_rate": 3.509700894014496e-05,
"loss": 11.9315,
"step": 33
},
{
"epoch": 0.019529006318207927,
"grad_norm": 0.03382125496864319,
"learning_rate": 3.250000000000001e-05,
"loss": 11.9313,
"step": 34
},
{
"epoch": 0.020103388856978748,
"grad_norm": 0.03120032697916031,
"learning_rate": 2.9999339514117912e-05,
"loss": 11.9313,
"step": 35
},
{
"epoch": 0.02067777139574957,
"grad_norm": 0.03863793984055519,
"learning_rate": 2.760573569460757e-05,
"loss": 11.9302,
"step": 36
},
{
"epoch": 0.02125215393452039,
"grad_norm": 0.04094834253191948,
"learning_rate": 2.53294383204969e-05,
"loss": 11.9311,
"step": 37
},
{
"epoch": 0.021826536473291212,
"grad_norm": 0.03583959490060806,
"learning_rate": 2.3180194846605367e-05,
"loss": 11.9315,
"step": 38
},
{
"epoch": 0.022400919012062034,
"grad_norm": 0.031415995210409164,
"learning_rate": 2.1167208663446025e-05,
"loss": 11.931,
"step": 39
},
{
"epoch": 0.022975301550832855,
"grad_norm": 0.03263179212808609,
"learning_rate": 1.9299099686894423e-05,
"loss": 11.931,
"step": 40
},
{
"epoch": 0.023549684089603676,
"grad_norm": 0.034333061426877975,
"learning_rate": 1.758386744638546e-05,
"loss": 11.9312,
"step": 41
},
{
"epoch": 0.024124066628374498,
"grad_norm": 0.036884188652038574,
"learning_rate": 1.602885682970026e-05,
"loss": 11.9314,
"step": 42
},
{
"epoch": 0.02469844916714532,
"grad_norm": 0.0348326712846756,
"learning_rate": 1.464072663102903e-05,
"loss": 11.9313,
"step": 43
},
{
"epoch": 0.02527283170591614,
"grad_norm": 0.04102734848856926,
"learning_rate": 1.3425421036992098e-05,
"loss": 11.9316,
"step": 44
},
{
"epoch": 0.025847214244686962,
"grad_norm": 0.03495470806956291,
"learning_rate": 1.2388144172720251e-05,
"loss": 11.931,
"step": 45
},
{
"epoch": 0.026421596783457783,
"grad_norm": 0.03532187640666962,
"learning_rate": 1.1533337816991932e-05,
"loss": 11.9313,
"step": 46
},
{
"epoch": 0.026995979322228605,
"grad_norm": 0.04098067060112953,
"learning_rate": 1.0864662381854632e-05,
"loss": 11.9304,
"step": 47
},
{
"epoch": 0.027570361860999426,
"grad_norm": 0.038192637264728546,
"learning_rate": 1.0384981238178534e-05,
"loss": 11.9313,
"step": 48
},
{
"epoch": 0.028144744399770247,
"grad_norm": 0.045579973608255386,
"learning_rate": 1.0096348454262845e-05,
"loss": 11.9315,
"step": 49
},
{
"epoch": 0.02871912693854107,
"grad_norm": 0.04336276277899742,
"learning_rate": 1e-05,
"loss": 11.9313,
"step": 50
},
{
"epoch": 0.02871912693854107,
"eval_loss": 11.930744171142578,
"eval_runtime": 0.1654,
"eval_samples_per_second": 302.244,
"eval_steps_per_second": 78.583,
"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": 1043797377024.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}