dada22231's picture
Training in progress, step 50, checkpoint
33d18db verified
{
"best_metric": 1.121554970741272,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.7094017094017095,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03418803418803419,
"grad_norm": 0.28619083762168884,
"learning_rate": 5e-05,
"loss": 1.2226,
"step": 1
},
{
"epoch": 0.03418803418803419,
"eval_loss": 1.4675167798995972,
"eval_runtime": 4.3926,
"eval_samples_per_second": 11.383,
"eval_steps_per_second": 2.96,
"step": 1
},
{
"epoch": 0.06837606837606838,
"grad_norm": 0.3590335249900818,
"learning_rate": 0.0001,
"loss": 1.3575,
"step": 2
},
{
"epoch": 0.10256410256410256,
"grad_norm": 0.3375117778778076,
"learning_rate": 9.990365154573717e-05,
"loss": 1.3864,
"step": 3
},
{
"epoch": 0.13675213675213677,
"grad_norm": 0.3046930134296417,
"learning_rate": 9.961501876182148e-05,
"loss": 1.4179,
"step": 4
},
{
"epoch": 0.17094017094017094,
"grad_norm": 0.30242782831192017,
"learning_rate": 9.913533761814537e-05,
"loss": 1.5238,
"step": 5
},
{
"epoch": 0.20512820512820512,
"grad_norm": 0.4030556082725525,
"learning_rate": 9.846666218300807e-05,
"loss": 1.4627,
"step": 6
},
{
"epoch": 0.23931623931623933,
"grad_norm": 0.5563144683837891,
"learning_rate": 9.761185582727977e-05,
"loss": 1.5078,
"step": 7
},
{
"epoch": 0.27350427350427353,
"grad_norm": 0.2303982973098755,
"learning_rate": 9.657457896300791e-05,
"loss": 1.1034,
"step": 8
},
{
"epoch": 0.3076923076923077,
"grad_norm": 0.28613147139549255,
"learning_rate": 9.535927336897098e-05,
"loss": 1.1978,
"step": 9
},
{
"epoch": 0.3418803418803419,
"grad_norm": 0.2653099298477173,
"learning_rate": 9.397114317029975e-05,
"loss": 1.2221,
"step": 10
},
{
"epoch": 0.37606837606837606,
"grad_norm": 0.25059524178504944,
"learning_rate": 9.241613255361455e-05,
"loss": 1.2526,
"step": 11
},
{
"epoch": 0.41025641025641024,
"grad_norm": 0.2135804444551468,
"learning_rate": 9.070090031310558e-05,
"loss": 1.3483,
"step": 12
},
{
"epoch": 0.4444444444444444,
"grad_norm": 0.25175967812538147,
"learning_rate": 8.883279133655399e-05,
"loss": 1.4539,
"step": 13
},
{
"epoch": 0.47863247863247865,
"grad_norm": 0.32141080498695374,
"learning_rate": 8.681980515339464e-05,
"loss": 1.2929,
"step": 14
},
{
"epoch": 0.5128205128205128,
"grad_norm": 0.18794244527816772,
"learning_rate": 8.467056167950311e-05,
"loss": 1.0338,
"step": 15
},
{
"epoch": 0.5470085470085471,
"grad_norm": 0.1876486986875534,
"learning_rate": 8.239426430539243e-05,
"loss": 1.0946,
"step": 16
},
{
"epoch": 0.5811965811965812,
"grad_norm": 0.19815322756767273,
"learning_rate": 8.000066048588211e-05,
"loss": 1.1279,
"step": 17
},
{
"epoch": 0.6153846153846154,
"grad_norm": 0.17576132714748383,
"learning_rate": 7.75e-05,
"loss": 1.134,
"step": 18
},
{
"epoch": 0.6495726495726496,
"grad_norm": 0.19796888530254364,
"learning_rate": 7.490299105985507e-05,
"loss": 1.2078,
"step": 19
},
{
"epoch": 0.6837606837606838,
"grad_norm": 0.2896368205547333,
"learning_rate": 7.222075445642904e-05,
"loss": 1.3557,
"step": 20
},
{
"epoch": 0.717948717948718,
"grad_norm": 0.37429279088974,
"learning_rate": 6.946477593864228e-05,
"loss": 1.2491,
"step": 21
},
{
"epoch": 0.7521367521367521,
"grad_norm": 0.22006075084209442,
"learning_rate": 6.664685702961344e-05,
"loss": 1.004,
"step": 22
},
{
"epoch": 0.7863247863247863,
"grad_norm": 0.1414097547531128,
"learning_rate": 6.377906449072578e-05,
"loss": 1.0723,
"step": 23
},
{
"epoch": 0.8205128205128205,
"grad_norm": 0.1569179743528366,
"learning_rate": 6.087367864990233e-05,
"loss": 1.1144,
"step": 24
},
{
"epoch": 0.8547008547008547,
"grad_norm": 0.1766042411327362,
"learning_rate": 5.794314081535644e-05,
"loss": 1.0922,
"step": 25
},
{
"epoch": 0.8547008547008547,
"eval_loss": 1.1654691696166992,
"eval_runtime": 4.4597,
"eval_samples_per_second": 11.212,
"eval_steps_per_second": 2.915,
"step": 25
},
{
"epoch": 0.8888888888888888,
"grad_norm": 0.18392470479011536,
"learning_rate": 5.500000000000001e-05,
"loss": 1.1871,
"step": 26
},
{
"epoch": 0.9230769230769231,
"grad_norm": 0.23653820157051086,
"learning_rate": 5.205685918464356e-05,
"loss": 1.2762,
"step": 27
},
{
"epoch": 0.9572649572649573,
"grad_norm": 0.2580876648426056,
"learning_rate": 4.912632135009769e-05,
"loss": 1.2297,
"step": 28
},
{
"epoch": 0.9914529914529915,
"grad_norm": 0.4685609042644501,
"learning_rate": 4.6220935509274235e-05,
"loss": 1.2434,
"step": 29
},
{
"epoch": 1.0256410256410255,
"grad_norm": 0.3267412483692169,
"learning_rate": 4.3353142970386564e-05,
"loss": 1.9013,
"step": 30
},
{
"epoch": 1.0598290598290598,
"grad_norm": 0.16479617357254028,
"learning_rate": 4.053522406135775e-05,
"loss": 1.01,
"step": 31
},
{
"epoch": 1.0940170940170941,
"grad_norm": 0.18420445919036865,
"learning_rate": 3.777924554357096e-05,
"loss": 1.0739,
"step": 32
},
{
"epoch": 1.1282051282051282,
"grad_norm": 0.18077658116817474,
"learning_rate": 3.509700894014496e-05,
"loss": 1.1113,
"step": 33
},
{
"epoch": 1.1623931623931625,
"grad_norm": 0.21368959546089172,
"learning_rate": 3.250000000000001e-05,
"loss": 1.1685,
"step": 34
},
{
"epoch": 1.1965811965811965,
"grad_norm": 0.28042304515838623,
"learning_rate": 2.9999339514117912e-05,
"loss": 1.2989,
"step": 35
},
{
"epoch": 1.2307692307692308,
"grad_norm": 0.3582153618335724,
"learning_rate": 2.760573569460757e-05,
"loss": 1.1726,
"step": 36
},
{
"epoch": 1.264957264957265,
"grad_norm": 0.1842605173587799,
"learning_rate": 2.53294383204969e-05,
"loss": 0.9198,
"step": 37
},
{
"epoch": 1.2991452991452992,
"grad_norm": 0.1638794243335724,
"learning_rate": 2.3180194846605367e-05,
"loss": 1.0364,
"step": 38
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.161654531955719,
"learning_rate": 2.1167208663446025e-05,
"loss": 1.0229,
"step": 39
},
{
"epoch": 1.3675213675213675,
"grad_norm": 0.1766486018896103,
"learning_rate": 1.9299099686894423e-05,
"loss": 1.0824,
"step": 40
},
{
"epoch": 1.4017094017094016,
"grad_norm": 0.22246946394443512,
"learning_rate": 1.758386744638546e-05,
"loss": 1.1882,
"step": 41
},
{
"epoch": 1.435897435897436,
"grad_norm": 0.30594465136528015,
"learning_rate": 1.602885682970026e-05,
"loss": 1.2985,
"step": 42
},
{
"epoch": 1.4700854700854702,
"grad_norm": 0.2768097221851349,
"learning_rate": 1.464072663102903e-05,
"loss": 1.1253,
"step": 43
},
{
"epoch": 1.5042735042735043,
"grad_norm": 0.16831669211387634,
"learning_rate": 1.3425421036992098e-05,
"loss": 0.7995,
"step": 44
},
{
"epoch": 1.5384615384615383,
"grad_norm": 0.1657053530216217,
"learning_rate": 1.2388144172720251e-05,
"loss": 1.1661,
"step": 45
},
{
"epoch": 1.5726495726495726,
"grad_norm": 0.14991974830627441,
"learning_rate": 1.1533337816991932e-05,
"loss": 1.0224,
"step": 46
},
{
"epoch": 1.606837606837607,
"grad_norm": 0.17610901594161987,
"learning_rate": 1.0864662381854632e-05,
"loss": 1.0297,
"step": 47
},
{
"epoch": 1.641025641025641,
"grad_norm": 0.18544097244739532,
"learning_rate": 1.0384981238178534e-05,
"loss": 1.1199,
"step": 48
},
{
"epoch": 1.6752136752136753,
"grad_norm": 0.2795030176639557,
"learning_rate": 1.0096348454262845e-05,
"loss": 1.2703,
"step": 49
},
{
"epoch": 1.7094017094017095,
"grad_norm": 0.2776411771774292,
"learning_rate": 1e-05,
"loss": 1.1317,
"step": 50
},
{
"epoch": 1.7094017094017095,
"eval_loss": 1.121554970741272,
"eval_runtime": 4.456,
"eval_samples_per_second": 11.221,
"eval_steps_per_second": 2.917,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 2.6566376489064858e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}