DeepDream2045's picture
Training in progress, step 50, checkpoint
cf24f2b verified
{
"best_metric": 9.840042114257812,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 2.8967971530249113,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05693950177935943,
"grad_norm": 45.28810119628906,
"learning_rate": 5e-05,
"loss": 11.0032,
"step": 1
},
{
"epoch": 0.05693950177935943,
"eval_loss": 10.988347053527832,
"eval_runtime": 0.3716,
"eval_samples_per_second": 317.542,
"eval_steps_per_second": 40.366,
"step": 1
},
{
"epoch": 0.11387900355871886,
"grad_norm": 47.311309814453125,
"learning_rate": 0.0001,
"loss": 10.9773,
"step": 2
},
{
"epoch": 0.1708185053380783,
"grad_norm": 47.365325927734375,
"learning_rate": 9.989294616193017e-05,
"loss": 10.95,
"step": 3
},
{
"epoch": 0.2277580071174377,
"grad_norm": 47.05634689331055,
"learning_rate": 9.957224306869053e-05,
"loss": 10.9143,
"step": 4
},
{
"epoch": 0.2846975088967972,
"grad_norm": 46.96867370605469,
"learning_rate": 9.903926402016153e-05,
"loss": 10.8904,
"step": 5
},
{
"epoch": 0.3416370106761566,
"grad_norm": 46.250003814697266,
"learning_rate": 9.829629131445342e-05,
"loss": 10.8301,
"step": 6
},
{
"epoch": 0.398576512455516,
"grad_norm": 46.047027587890625,
"learning_rate": 9.73465064747553e-05,
"loss": 10.7888,
"step": 7
},
{
"epoch": 0.4555160142348754,
"grad_norm": 47.10445022583008,
"learning_rate": 9.619397662556435e-05,
"loss": 10.7385,
"step": 8
},
{
"epoch": 0.5124555160142349,
"grad_norm": 46.2197265625,
"learning_rate": 9.484363707663442e-05,
"loss": 10.7051,
"step": 9
},
{
"epoch": 0.5693950177935944,
"grad_norm": 47.324302673339844,
"learning_rate": 9.330127018922194e-05,
"loss": 10.6487,
"step": 10
},
{
"epoch": 0.6263345195729537,
"grad_norm": 45.841121673583984,
"learning_rate": 9.157348061512727e-05,
"loss": 10.6003,
"step": 11
},
{
"epoch": 0.6832740213523132,
"grad_norm": 47.93464660644531,
"learning_rate": 8.966766701456177e-05,
"loss": 10.5461,
"step": 12
},
{
"epoch": 0.7402135231316725,
"grad_norm": 45.14745330810547,
"learning_rate": 8.759199037394887e-05,
"loss": 10.5117,
"step": 13
},
{
"epoch": 0.797153024911032,
"grad_norm": 44.894248962402344,
"learning_rate": 8.535533905932738e-05,
"loss": 10.4819,
"step": 14
},
{
"epoch": 0.8540925266903915,
"grad_norm": 44.00173568725586,
"learning_rate": 8.296729075500344e-05,
"loss": 10.4341,
"step": 15
},
{
"epoch": 0.9110320284697508,
"grad_norm": 43.787349700927734,
"learning_rate": 8.043807145043604e-05,
"loss": 10.3848,
"step": 16
},
{
"epoch": 0.9679715302491103,
"grad_norm": 43.00312805175781,
"learning_rate": 7.777851165098012e-05,
"loss": 10.3401,
"step": 17
},
{
"epoch": 1.0498220640569396,
"grad_norm": 44.83312225341797,
"learning_rate": 7.500000000000001e-05,
"loss": 10.2764,
"step": 18
},
{
"epoch": 1.106761565836299,
"grad_norm": 42.4040641784668,
"learning_rate": 7.211443451095007e-05,
"loss": 10.2664,
"step": 19
},
{
"epoch": 1.1637010676156583,
"grad_norm": 42.81514358520508,
"learning_rate": 6.91341716182545e-05,
"loss": 10.2043,
"step": 20
},
{
"epoch": 1.2206405693950177,
"grad_norm": 42.0441780090332,
"learning_rate": 6.607197326515808e-05,
"loss": 10.1707,
"step": 21
},
{
"epoch": 1.2775800711743772,
"grad_norm": 41.85948181152344,
"learning_rate": 6.294095225512603e-05,
"loss": 10.1716,
"step": 22
},
{
"epoch": 1.3345195729537367,
"grad_norm": 41.912811279296875,
"learning_rate": 5.9754516100806423e-05,
"loss": 10.1462,
"step": 23
},
{
"epoch": 1.3914590747330962,
"grad_norm": 45.35523986816406,
"learning_rate": 5.6526309611002594e-05,
"loss": 10.1057,
"step": 24
},
{
"epoch": 1.4483985765124556,
"grad_norm": 40.60725402832031,
"learning_rate": 5.327015646150716e-05,
"loss": 10.0679,
"step": 25
},
{
"epoch": 1.4483985765124556,
"eval_loss": 10.045815467834473,
"eval_runtime": 0.3677,
"eval_samples_per_second": 320.954,
"eval_steps_per_second": 40.799,
"step": 25
},
{
"epoch": 1.5053380782918149,
"grad_norm": 38.11540222167969,
"learning_rate": 5e-05,
"loss": 10.072,
"step": 26
},
{
"epoch": 1.5622775800711743,
"grad_norm": 39.571685791015625,
"learning_rate": 4.6729843538492847e-05,
"loss": 10.0232,
"step": 27
},
{
"epoch": 1.6192170818505338,
"grad_norm": 41.4750862121582,
"learning_rate": 4.347369038899744e-05,
"loss": 10.0354,
"step": 28
},
{
"epoch": 1.6761565836298933,
"grad_norm": 37.119781494140625,
"learning_rate": 4.0245483899193595e-05,
"loss": 9.9949,
"step": 29
},
{
"epoch": 1.7330960854092528,
"grad_norm": 42.86286163330078,
"learning_rate": 3.705904774487396e-05,
"loss": 9.9595,
"step": 30
},
{
"epoch": 1.790035587188612,
"grad_norm": 38.61808395385742,
"learning_rate": 3.392802673484193e-05,
"loss": 9.9456,
"step": 31
},
{
"epoch": 1.8469750889679717,
"grad_norm": 36.03926086425781,
"learning_rate": 3.086582838174551e-05,
"loss": 9.936,
"step": 32
},
{
"epoch": 1.903914590747331,
"grad_norm": 40.077388763427734,
"learning_rate": 2.7885565489049946e-05,
"loss": 9.9351,
"step": 33
},
{
"epoch": 1.9608540925266904,
"grad_norm": 40.48755645751953,
"learning_rate": 2.500000000000001e-05,
"loss": 9.9229,
"step": 34
},
{
"epoch": 2.0427046263345194,
"grad_norm": 35.62944412231445,
"learning_rate": 2.2221488349019903e-05,
"loss": 9.8735,
"step": 35
},
{
"epoch": 2.099644128113879,
"grad_norm": 36.916019439697266,
"learning_rate": 1.9561928549563968e-05,
"loss": 9.9023,
"step": 36
},
{
"epoch": 2.1565836298932384,
"grad_norm": 36.197017669677734,
"learning_rate": 1.703270924499656e-05,
"loss": 9.8721,
"step": 37
},
{
"epoch": 2.213523131672598,
"grad_norm": 35.923587799072266,
"learning_rate": 1.4644660940672627e-05,
"loss": 9.8582,
"step": 38
},
{
"epoch": 2.2704626334519573,
"grad_norm": 36.493167877197266,
"learning_rate": 1.2408009626051137e-05,
"loss": 9.8835,
"step": 39
},
{
"epoch": 2.3274021352313166,
"grad_norm": 35.68815994262695,
"learning_rate": 1.0332332985438248e-05,
"loss": 9.8633,
"step": 40
},
{
"epoch": 2.3843416370106763,
"grad_norm": 33.767513275146484,
"learning_rate": 8.426519384872733e-06,
"loss": 9.8711,
"step": 41
},
{
"epoch": 2.4412811387900355,
"grad_norm": 33.899662017822266,
"learning_rate": 6.698729810778065e-06,
"loss": 9.8601,
"step": 42
},
{
"epoch": 2.498220640569395,
"grad_norm": 33.72667694091797,
"learning_rate": 5.156362923365588e-06,
"loss": 9.8633,
"step": 43
},
{
"epoch": 2.5551601423487544,
"grad_norm": 33.61977005004883,
"learning_rate": 3.8060233744356633e-06,
"loss": 9.8389,
"step": 44
},
{
"epoch": 2.612099644128114,
"grad_norm": 36.16455841064453,
"learning_rate": 2.653493525244721e-06,
"loss": 9.8418,
"step": 45
},
{
"epoch": 2.6690391459074734,
"grad_norm": 36.392059326171875,
"learning_rate": 1.70370868554659e-06,
"loss": 9.8425,
"step": 46
},
{
"epoch": 2.7259786476868326,
"grad_norm": 32.6194953918457,
"learning_rate": 9.607359798384785e-07,
"loss": 9.8186,
"step": 47
},
{
"epoch": 2.7829181494661923,
"grad_norm": 33.61957931518555,
"learning_rate": 4.277569313094809e-07,
"loss": 9.8596,
"step": 48
},
{
"epoch": 2.8398576512455516,
"grad_norm": 35.53854751586914,
"learning_rate": 1.0705383806982606e-07,
"loss": 9.8435,
"step": 49
},
{
"epoch": 2.8967971530249113,
"grad_norm": 32.84313201904297,
"learning_rate": 0.0,
"loss": 9.8328,
"step": 50
},
{
"epoch": 2.8967971530249113,
"eval_loss": 9.840042114257812,
"eval_runtime": 0.363,
"eval_samples_per_second": 325.09,
"eval_steps_per_second": 41.325,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 38111123865600.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}