DeepDream2045's picture
Training in progress, step 50, checkpoint
8eb213e verified
{
"best_metric": 0.7183287143707275,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.4184397163120568,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.028368794326241134,
"grad_norm": 3.583650588989258,
"learning_rate": 5e-05,
"loss": 1.9778,
"step": 1
},
{
"epoch": 0.028368794326241134,
"eval_loss": 2.142423629760742,
"eval_runtime": 17.2512,
"eval_samples_per_second": 13.796,
"eval_steps_per_second": 1.739,
"step": 1
},
{
"epoch": 0.05673758865248227,
"grad_norm": 4.6802778244018555,
"learning_rate": 0.0001,
"loss": 2.0171,
"step": 2
},
{
"epoch": 0.0851063829787234,
"grad_norm": 3.03648042678833,
"learning_rate": 9.989294616193017e-05,
"loss": 1.7015,
"step": 3
},
{
"epoch": 0.11347517730496454,
"grad_norm": 2.8811120986938477,
"learning_rate": 9.957224306869053e-05,
"loss": 1.4013,
"step": 4
},
{
"epoch": 0.14184397163120568,
"grad_norm": 2.1845221519470215,
"learning_rate": 9.903926402016153e-05,
"loss": 1.1624,
"step": 5
},
{
"epoch": 0.1702127659574468,
"grad_norm": 2.2986996173858643,
"learning_rate": 9.829629131445342e-05,
"loss": 0.9492,
"step": 6
},
{
"epoch": 0.19858156028368795,
"grad_norm": 1.9965656995773315,
"learning_rate": 9.73465064747553e-05,
"loss": 0.7071,
"step": 7
},
{
"epoch": 0.22695035460992907,
"grad_norm": 1.9633533954620361,
"learning_rate": 9.619397662556435e-05,
"loss": 0.5672,
"step": 8
},
{
"epoch": 0.2553191489361702,
"grad_norm": 2.7532734870910645,
"learning_rate": 9.484363707663442e-05,
"loss": 1.2355,
"step": 9
},
{
"epoch": 0.28368794326241137,
"grad_norm": 2.8143556118011475,
"learning_rate": 9.330127018922194e-05,
"loss": 1.287,
"step": 10
},
{
"epoch": 0.3120567375886525,
"grad_norm": 1.7883267402648926,
"learning_rate": 9.157348061512727e-05,
"loss": 1.0704,
"step": 11
},
{
"epoch": 0.3404255319148936,
"grad_norm": 1.5733007192611694,
"learning_rate": 8.966766701456177e-05,
"loss": 0.984,
"step": 12
},
{
"epoch": 0.36879432624113473,
"grad_norm": 2.026470899581909,
"learning_rate": 8.759199037394887e-05,
"loss": 0.8609,
"step": 13
},
{
"epoch": 0.3971631205673759,
"grad_norm": 1.6229561567306519,
"learning_rate": 8.535533905932738e-05,
"loss": 0.7816,
"step": 14
},
{
"epoch": 0.425531914893617,
"grad_norm": 1.168531894683838,
"learning_rate": 8.296729075500344e-05,
"loss": 0.6721,
"step": 15
},
{
"epoch": 0.45390070921985815,
"grad_norm": 0.882336437702179,
"learning_rate": 8.043807145043604e-05,
"loss": 0.5504,
"step": 16
},
{
"epoch": 0.48226950354609927,
"grad_norm": 1.123659610748291,
"learning_rate": 7.777851165098012e-05,
"loss": 0.5288,
"step": 17
},
{
"epoch": 0.5106382978723404,
"grad_norm": 1.6023423671722412,
"learning_rate": 7.500000000000001e-05,
"loss": 1.1514,
"step": 18
},
{
"epoch": 0.5390070921985816,
"grad_norm": 1.6665570735931396,
"learning_rate": 7.211443451095007e-05,
"loss": 1.1521,
"step": 19
},
{
"epoch": 0.5673758865248227,
"grad_norm": 1.448330283164978,
"learning_rate": 6.91341716182545e-05,
"loss": 1.0183,
"step": 20
},
{
"epoch": 0.5957446808510638,
"grad_norm": 1.2645760774612427,
"learning_rate": 6.607197326515808e-05,
"loss": 0.8652,
"step": 21
},
{
"epoch": 0.624113475177305,
"grad_norm": 1.1755330562591553,
"learning_rate": 6.294095225512603e-05,
"loss": 0.7396,
"step": 22
},
{
"epoch": 0.6524822695035462,
"grad_norm": 1.072890043258667,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.6991,
"step": 23
},
{
"epoch": 0.6808510638297872,
"grad_norm": 0.9242495894432068,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.5401,
"step": 24
},
{
"epoch": 0.7092198581560284,
"grad_norm": 1.1206426620483398,
"learning_rate": 5.327015646150716e-05,
"loss": 0.5489,
"step": 25
},
{
"epoch": 0.7092198581560284,
"eval_loss": 0.7767251133918762,
"eval_runtime": 7.9117,
"eval_samples_per_second": 30.082,
"eval_steps_per_second": 3.792,
"step": 25
},
{
"epoch": 0.7375886524822695,
"grad_norm": 1.975343108177185,
"learning_rate": 5e-05,
"loss": 0.5047,
"step": 26
},
{
"epoch": 0.7659574468085106,
"grad_norm": 1.0302635431289673,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.1042,
"step": 27
},
{
"epoch": 0.7943262411347518,
"grad_norm": 0.9461258053779602,
"learning_rate": 4.347369038899744e-05,
"loss": 0.9609,
"step": 28
},
{
"epoch": 0.8226950354609929,
"grad_norm": 0.8858218789100647,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.894,
"step": 29
},
{
"epoch": 0.851063829787234,
"grad_norm": 0.8415829539299011,
"learning_rate": 3.705904774487396e-05,
"loss": 0.7884,
"step": 30
},
{
"epoch": 0.8794326241134752,
"grad_norm": 0.7886775732040405,
"learning_rate": 3.392802673484193e-05,
"loss": 0.7462,
"step": 31
},
{
"epoch": 0.9078014184397163,
"grad_norm": 0.805213212966919,
"learning_rate": 3.086582838174551e-05,
"loss": 0.635,
"step": 32
},
{
"epoch": 0.9361702127659575,
"grad_norm": 0.9563062191009521,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.5737,
"step": 33
},
{
"epoch": 0.9645390070921985,
"grad_norm": 1.0272057056427002,
"learning_rate": 2.500000000000001e-05,
"loss": 0.5183,
"step": 34
},
{
"epoch": 0.9929078014184397,
"grad_norm": 2.298342704772949,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5251,
"step": 35
},
{
"epoch": 1.0212765957446808,
"grad_norm": 1.6830999851226807,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.5769,
"step": 36
},
{
"epoch": 1.049645390070922,
"grad_norm": 1.0642327070236206,
"learning_rate": 1.703270924499656e-05,
"loss": 0.8534,
"step": 37
},
{
"epoch": 1.0780141843971631,
"grad_norm": 1.0689526796340942,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.7813,
"step": 38
},
{
"epoch": 1.1063829787234043,
"grad_norm": 1.1304749250411987,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.7206,
"step": 39
},
{
"epoch": 1.1347517730496455,
"grad_norm": 1.0267786979675293,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.6546,
"step": 40
},
{
"epoch": 1.1631205673758864,
"grad_norm": 1.0408142805099487,
"learning_rate": 8.426519384872733e-06,
"loss": 0.5775,
"step": 41
},
{
"epoch": 1.1914893617021276,
"grad_norm": 1.1746472120285034,
"learning_rate": 6.698729810778065e-06,
"loss": 0.4895,
"step": 42
},
{
"epoch": 1.2198581560283688,
"grad_norm": 1.1773086786270142,
"learning_rate": 5.156362923365588e-06,
"loss": 0.4423,
"step": 43
},
{
"epoch": 1.24822695035461,
"grad_norm": 1.0412017107009888,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.2604,
"step": 44
},
{
"epoch": 1.2765957446808511,
"grad_norm": 1.3813236951828003,
"learning_rate": 2.653493525244721e-06,
"loss": 1.4494,
"step": 45
},
{
"epoch": 1.3049645390070923,
"grad_norm": 1.0576671361923218,
"learning_rate": 1.70370868554659e-06,
"loss": 0.8167,
"step": 46
},
{
"epoch": 1.3333333333333333,
"grad_norm": 1.0873304605484009,
"learning_rate": 9.607359798384785e-07,
"loss": 0.755,
"step": 47
},
{
"epoch": 1.3617021276595744,
"grad_norm": 1.2028731107711792,
"learning_rate": 4.277569313094809e-07,
"loss": 0.6773,
"step": 48
},
{
"epoch": 1.3900709219858156,
"grad_norm": 1.0739576816558838,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.6052,
"step": 49
},
{
"epoch": 1.4184397163120568,
"grad_norm": 1.1737654209136963,
"learning_rate": 0.0,
"loss": 0.5532,
"step": 50
},
{
"epoch": 1.4184397163120568,
"eval_loss": 0.7183287143707275,
"eval_runtime": 7.9142,
"eval_samples_per_second": 30.073,
"eval_steps_per_second": 3.791,
"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": 6.174479344467968e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}