DeepDream2045's picture
Training in progress, step 50, checkpoint
f3e89f4 verified
raw
history blame
10.2 kB
{
"best_metric": 0.47305500507354736,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.22598870056497175,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004519774011299435,
"grad_norm": 8.245755195617676,
"learning_rate": 5e-05,
"loss": 4.4381,
"step": 1
},
{
"epoch": 0.004519774011299435,
"eval_loss": 5.951687812805176,
"eval_runtime": 45.2943,
"eval_samples_per_second": 32.918,
"eval_steps_per_second": 4.129,
"step": 1
},
{
"epoch": 0.00903954802259887,
"grad_norm": 13.019776344299316,
"learning_rate": 0.0001,
"loss": 5.023,
"step": 2
},
{
"epoch": 0.013559322033898305,
"grad_norm": 10.667777061462402,
"learning_rate": 9.989294616193017e-05,
"loss": 4.5686,
"step": 3
},
{
"epoch": 0.01807909604519774,
"grad_norm": 8.833765029907227,
"learning_rate": 9.957224306869053e-05,
"loss": 2.4012,
"step": 4
},
{
"epoch": 0.022598870056497175,
"grad_norm": 8.338103294372559,
"learning_rate": 9.903926402016153e-05,
"loss": 1.897,
"step": 5
},
{
"epoch": 0.02711864406779661,
"grad_norm": 4.107762336730957,
"learning_rate": 9.829629131445342e-05,
"loss": 1.2431,
"step": 6
},
{
"epoch": 0.031638418079096044,
"grad_norm": 3.792584180831909,
"learning_rate": 9.73465064747553e-05,
"loss": 1.0827,
"step": 7
},
{
"epoch": 0.03615819209039548,
"grad_norm": 3.8542394638061523,
"learning_rate": 9.619397662556435e-05,
"loss": 0.9385,
"step": 8
},
{
"epoch": 0.04067796610169491,
"grad_norm": 2.4101271629333496,
"learning_rate": 9.484363707663442e-05,
"loss": 0.6988,
"step": 9
},
{
"epoch": 0.04519774011299435,
"grad_norm": 2.7800371646881104,
"learning_rate": 9.330127018922194e-05,
"loss": 0.6884,
"step": 10
},
{
"epoch": 0.04971751412429379,
"grad_norm": 4.559901237487793,
"learning_rate": 9.157348061512727e-05,
"loss": 1.0093,
"step": 11
},
{
"epoch": 0.05423728813559322,
"grad_norm": 5.051866054534912,
"learning_rate": 8.966766701456177e-05,
"loss": 1.2123,
"step": 12
},
{
"epoch": 0.05875706214689266,
"grad_norm": 3.2915573120117188,
"learning_rate": 8.759199037394887e-05,
"loss": 0.8697,
"step": 13
},
{
"epoch": 0.06327683615819209,
"grad_norm": 3.6477880477905273,
"learning_rate": 8.535533905932738e-05,
"loss": 0.6802,
"step": 14
},
{
"epoch": 0.06779661016949153,
"grad_norm": 3.735508918762207,
"learning_rate": 8.296729075500344e-05,
"loss": 0.3182,
"step": 15
},
{
"epoch": 0.07231638418079096,
"grad_norm": 4.027164459228516,
"learning_rate": 8.043807145043604e-05,
"loss": 0.4919,
"step": 16
},
{
"epoch": 0.0768361581920904,
"grad_norm": 3.0156490802764893,
"learning_rate": 7.777851165098012e-05,
"loss": 0.4742,
"step": 17
},
{
"epoch": 0.08135593220338982,
"grad_norm": 2.0789873600006104,
"learning_rate": 7.500000000000001e-05,
"loss": 0.4244,
"step": 18
},
{
"epoch": 0.08587570621468926,
"grad_norm": 2.032916307449341,
"learning_rate": 7.211443451095007e-05,
"loss": 0.4205,
"step": 19
},
{
"epoch": 0.0903954802259887,
"grad_norm": 2.061422109603882,
"learning_rate": 6.91341716182545e-05,
"loss": 0.5139,
"step": 20
},
{
"epoch": 0.09491525423728814,
"grad_norm": 1.2431901693344116,
"learning_rate": 6.607197326515808e-05,
"loss": 0.3889,
"step": 21
},
{
"epoch": 0.09943502824858758,
"grad_norm": 1.081494927406311,
"learning_rate": 6.294095225512603e-05,
"loss": 0.3668,
"step": 22
},
{
"epoch": 0.103954802259887,
"grad_norm": 1.202134609222412,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.4668,
"step": 23
},
{
"epoch": 0.10847457627118644,
"grad_norm": 2.6347382068634033,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.7842,
"step": 24
},
{
"epoch": 0.11299435028248588,
"grad_norm": 3.069671392440796,
"learning_rate": 5.327015646150716e-05,
"loss": 1.2538,
"step": 25
},
{
"epoch": 0.11299435028248588,
"eval_loss": 0.5836127400398254,
"eval_runtime": 45.3631,
"eval_samples_per_second": 32.868,
"eval_steps_per_second": 4.122,
"step": 25
},
{
"epoch": 0.11751412429378531,
"grad_norm": 1.8646646738052368,
"learning_rate": 5e-05,
"loss": 0.3976,
"step": 26
},
{
"epoch": 0.12203389830508475,
"grad_norm": 2.8463048934936523,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.3272,
"step": 27
},
{
"epoch": 0.12655367231638417,
"grad_norm": 2.0846760272979736,
"learning_rate": 4.347369038899744e-05,
"loss": 0.2659,
"step": 28
},
{
"epoch": 0.1310734463276836,
"grad_norm": 1.9920246601104736,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.3545,
"step": 29
},
{
"epoch": 0.13559322033898305,
"grad_norm": 1.6598093509674072,
"learning_rate": 3.705904774487396e-05,
"loss": 0.333,
"step": 30
},
{
"epoch": 0.1401129943502825,
"grad_norm": 1.9548112154006958,
"learning_rate": 3.392802673484193e-05,
"loss": 0.3401,
"step": 31
},
{
"epoch": 0.14463276836158193,
"grad_norm": 1.3660253286361694,
"learning_rate": 3.086582838174551e-05,
"loss": 0.3923,
"step": 32
},
{
"epoch": 0.14915254237288136,
"grad_norm": 1.0274734497070312,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.3103,
"step": 33
},
{
"epoch": 0.1536723163841808,
"grad_norm": 1.0455907583236694,
"learning_rate": 2.500000000000001e-05,
"loss": 0.3284,
"step": 34
},
{
"epoch": 0.15819209039548024,
"grad_norm": 1.3953438997268677,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.4766,
"step": 35
},
{
"epoch": 0.16271186440677965,
"grad_norm": 1.57585871219635,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.6664,
"step": 36
},
{
"epoch": 0.1672316384180791,
"grad_norm": 2.2962615489959717,
"learning_rate": 1.703270924499656e-05,
"loss": 0.9099,
"step": 37
},
{
"epoch": 0.17175141242937852,
"grad_norm": 1.8049850463867188,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6687,
"step": 38
},
{
"epoch": 0.17627118644067796,
"grad_norm": 1.97812020778656,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.3072,
"step": 39
},
{
"epoch": 0.1807909604519774,
"grad_norm": 1.8491371870040894,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.2785,
"step": 40
},
{
"epoch": 0.18531073446327684,
"grad_norm": 1.9048553705215454,
"learning_rate": 8.426519384872733e-06,
"loss": 0.2691,
"step": 41
},
{
"epoch": 0.18983050847457628,
"grad_norm": 1.4539384841918945,
"learning_rate": 6.698729810778065e-06,
"loss": 0.3034,
"step": 42
},
{
"epoch": 0.1943502824858757,
"grad_norm": 1.4105565547943115,
"learning_rate": 5.156362923365588e-06,
"loss": 0.2899,
"step": 43
},
{
"epoch": 0.19887005649717515,
"grad_norm": 1.3086694478988647,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.2916,
"step": 44
},
{
"epoch": 0.2033898305084746,
"grad_norm": 1.1233580112457275,
"learning_rate": 2.653493525244721e-06,
"loss": 0.2939,
"step": 45
},
{
"epoch": 0.207909604519774,
"grad_norm": 1.1091269254684448,
"learning_rate": 1.70370868554659e-06,
"loss": 0.3259,
"step": 46
},
{
"epoch": 0.21242937853107344,
"grad_norm": 0.8711087107658386,
"learning_rate": 9.607359798384785e-07,
"loss": 0.316,
"step": 47
},
{
"epoch": 0.21694915254237288,
"grad_norm": 1.4373799562454224,
"learning_rate": 4.277569313094809e-07,
"loss": 0.6382,
"step": 48
},
{
"epoch": 0.2214689265536723,
"grad_norm": 2.089608669281006,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.755,
"step": 49
},
{
"epoch": 0.22598870056497175,
"grad_norm": 2.9072964191436768,
"learning_rate": 0.0,
"loss": 1.1494,
"step": 50
},
{
"epoch": 0.22598870056497175,
"eval_loss": 0.47305500507354736,
"eval_runtime": 45.3425,
"eval_samples_per_second": 32.883,
"eval_steps_per_second": 4.124,
"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": 5.9736786926882e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}