DeepDream2045's picture
Training in progress, step 50, checkpoint
e944143 verified
{
"best_metric": 1.9367903470993042,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.7117437722419929,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.014234875444839857,
"grad_norm": 3.987726926803589,
"learning_rate": 5e-05,
"loss": 4.7109,
"step": 1
},
{
"epoch": 0.014234875444839857,
"eval_loss": 5.259206295013428,
"eval_runtime": 22.4487,
"eval_samples_per_second": 21.07,
"eval_steps_per_second": 2.673,
"step": 1
},
{
"epoch": 0.028469750889679714,
"grad_norm": 4.957414627075195,
"learning_rate": 0.0001,
"loss": 4.7682,
"step": 2
},
{
"epoch": 0.042704626334519574,
"grad_norm": 7.8210248947143555,
"learning_rate": 9.989294616193017e-05,
"loss": 4.6014,
"step": 3
},
{
"epoch": 0.05693950177935943,
"grad_norm": 3.681251287460327,
"learning_rate": 9.957224306869053e-05,
"loss": 4.3953,
"step": 4
},
{
"epoch": 0.0711743772241993,
"grad_norm": 3.565408706665039,
"learning_rate": 9.903926402016153e-05,
"loss": 3.7114,
"step": 5
},
{
"epoch": 0.08540925266903915,
"grad_norm": 3.3629918098449707,
"learning_rate": 9.829629131445342e-05,
"loss": 2.9721,
"step": 6
},
{
"epoch": 0.099644128113879,
"grad_norm": 2.452725648880005,
"learning_rate": 9.73465064747553e-05,
"loss": 2.6223,
"step": 7
},
{
"epoch": 0.11387900355871886,
"grad_norm": 1.597943902015686,
"learning_rate": 9.619397662556435e-05,
"loss": 2.3872,
"step": 8
},
{
"epoch": 0.12811387900355872,
"grad_norm": 1.974350094795227,
"learning_rate": 9.484363707663442e-05,
"loss": 2.3364,
"step": 9
},
{
"epoch": 0.1423487544483986,
"grad_norm": 1.6135342121124268,
"learning_rate": 9.330127018922194e-05,
"loss": 2.2104,
"step": 10
},
{
"epoch": 0.15658362989323843,
"grad_norm": 1.2702614068984985,
"learning_rate": 9.157348061512727e-05,
"loss": 2.1566,
"step": 11
},
{
"epoch": 0.1708185053380783,
"grad_norm": 1.438144564628601,
"learning_rate": 8.966766701456177e-05,
"loss": 2.2743,
"step": 12
},
{
"epoch": 0.18505338078291814,
"grad_norm": 1.0113654136657715,
"learning_rate": 8.759199037394887e-05,
"loss": 2.0603,
"step": 13
},
{
"epoch": 0.199288256227758,
"grad_norm": 1.0551536083221436,
"learning_rate": 8.535533905932738e-05,
"loss": 1.8847,
"step": 14
},
{
"epoch": 0.21352313167259787,
"grad_norm": 0.9735572338104248,
"learning_rate": 8.296729075500344e-05,
"loss": 1.7829,
"step": 15
},
{
"epoch": 0.2277580071174377,
"grad_norm": 0.8158897757530212,
"learning_rate": 8.043807145043604e-05,
"loss": 1.7687,
"step": 16
},
{
"epoch": 0.24199288256227758,
"grad_norm": 0.8722501993179321,
"learning_rate": 7.777851165098012e-05,
"loss": 1.8711,
"step": 17
},
{
"epoch": 0.25622775800711745,
"grad_norm": 0.8626693487167358,
"learning_rate": 7.500000000000001e-05,
"loss": 1.924,
"step": 18
},
{
"epoch": 0.2704626334519573,
"grad_norm": 1.0108652114868164,
"learning_rate": 7.211443451095007e-05,
"loss": 2.0751,
"step": 19
},
{
"epoch": 0.2846975088967972,
"grad_norm": 1.1322764158248901,
"learning_rate": 6.91341716182545e-05,
"loss": 2.1195,
"step": 20
},
{
"epoch": 0.298932384341637,
"grad_norm": 0.7352483868598938,
"learning_rate": 6.607197326515808e-05,
"loss": 2.0273,
"step": 21
},
{
"epoch": 0.31316725978647686,
"grad_norm": 0.8529086112976074,
"learning_rate": 6.294095225512603e-05,
"loss": 2.0648,
"step": 22
},
{
"epoch": 0.3274021352313167,
"grad_norm": 0.8490323424339294,
"learning_rate": 5.9754516100806423e-05,
"loss": 2.0244,
"step": 23
},
{
"epoch": 0.3416370106761566,
"grad_norm": 0.8629425764083862,
"learning_rate": 5.6526309611002594e-05,
"loss": 2.0,
"step": 24
},
{
"epoch": 0.35587188612099646,
"grad_norm": 0.9219096899032593,
"learning_rate": 5.327015646150716e-05,
"loss": 2.3233,
"step": 25
},
{
"epoch": 0.35587188612099646,
"eval_loss": 1.9761757850646973,
"eval_runtime": 22.5157,
"eval_samples_per_second": 21.008,
"eval_steps_per_second": 2.665,
"step": 25
},
{
"epoch": 0.3701067615658363,
"grad_norm": 0.9723377227783203,
"learning_rate": 5e-05,
"loss": 1.843,
"step": 26
},
{
"epoch": 0.38434163701067614,
"grad_norm": 0.883572518825531,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.7424,
"step": 27
},
{
"epoch": 0.398576512455516,
"grad_norm": 0.7840570211410522,
"learning_rate": 4.347369038899744e-05,
"loss": 1.8546,
"step": 28
},
{
"epoch": 0.4128113879003559,
"grad_norm": 0.8222391605377197,
"learning_rate": 4.0245483899193595e-05,
"loss": 1.8556,
"step": 29
},
{
"epoch": 0.42704626334519574,
"grad_norm": 0.7635681629180908,
"learning_rate": 3.705904774487396e-05,
"loss": 1.8463,
"step": 30
},
{
"epoch": 0.4412811387900356,
"grad_norm": 0.863717794418335,
"learning_rate": 3.392802673484193e-05,
"loss": 1.8744,
"step": 31
},
{
"epoch": 0.4555160142348754,
"grad_norm": 0.8257912397384644,
"learning_rate": 3.086582838174551e-05,
"loss": 1.9853,
"step": 32
},
{
"epoch": 0.4697508896797153,
"grad_norm": 0.7964351177215576,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.9543,
"step": 33
},
{
"epoch": 0.48398576512455516,
"grad_norm": 0.8466922044754028,
"learning_rate": 2.500000000000001e-05,
"loss": 1.9271,
"step": 34
},
{
"epoch": 0.498220640569395,
"grad_norm": 0.7582820057868958,
"learning_rate": 2.2221488349019903e-05,
"loss": 2.0414,
"step": 35
},
{
"epoch": 0.5124555160142349,
"grad_norm": 0.7933133244514465,
"learning_rate": 1.9561928549563968e-05,
"loss": 2.1764,
"step": 36
},
{
"epoch": 0.5266903914590747,
"grad_norm": 1.0502933263778687,
"learning_rate": 1.703270924499656e-05,
"loss": 2.2742,
"step": 37
},
{
"epoch": 0.5409252669039146,
"grad_norm": 0.7502277493476868,
"learning_rate": 1.4644660940672627e-05,
"loss": 2.0152,
"step": 38
},
{
"epoch": 0.5551601423487544,
"grad_norm": 0.6980727314949036,
"learning_rate": 1.2408009626051137e-05,
"loss": 1.8224,
"step": 39
},
{
"epoch": 0.5693950177935944,
"grad_norm": 0.6420523524284363,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.7978,
"step": 40
},
{
"epoch": 0.5836298932384342,
"grad_norm": 0.6218376755714417,
"learning_rate": 8.426519384872733e-06,
"loss": 1.8147,
"step": 41
},
{
"epoch": 0.597864768683274,
"grad_norm": 0.666327714920044,
"learning_rate": 6.698729810778065e-06,
"loss": 1.953,
"step": 42
},
{
"epoch": 0.6120996441281139,
"grad_norm": 0.6272517442703247,
"learning_rate": 5.156362923365588e-06,
"loss": 1.7463,
"step": 43
},
{
"epoch": 0.6263345195729537,
"grad_norm": 0.6795321106910706,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.7496,
"step": 44
},
{
"epoch": 0.6405693950177936,
"grad_norm": 0.6798703670501709,
"learning_rate": 2.653493525244721e-06,
"loss": 1.884,
"step": 45
},
{
"epoch": 0.6548042704626335,
"grad_norm": 0.7086116075515747,
"learning_rate": 1.70370868554659e-06,
"loss": 1.9659,
"step": 46
},
{
"epoch": 0.6690391459074733,
"grad_norm": 0.7290291786193848,
"learning_rate": 9.607359798384785e-07,
"loss": 2.049,
"step": 47
},
{
"epoch": 0.6832740213523132,
"grad_norm": 0.7203341126441956,
"learning_rate": 4.277569313094809e-07,
"loss": 1.976,
"step": 48
},
{
"epoch": 0.697508896797153,
"grad_norm": 0.7907271981239319,
"learning_rate": 1.0705383806982606e-07,
"loss": 2.172,
"step": 49
},
{
"epoch": 0.7117437722419929,
"grad_norm": 0.8677495718002319,
"learning_rate": 0.0,
"loss": 2.2552,
"step": 50
},
{
"epoch": 0.7117437722419929,
"eval_loss": 1.9367903470993042,
"eval_runtime": 22.4882,
"eval_samples_per_second": 21.033,
"eval_steps_per_second": 2.668,
"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": 1.0228361536208896e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}