TracyTank's picture
Training in progress, step 50, checkpoint
21d37fa verified
{
"best_metric": 0.9366380572319031,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 2.2598870056497176,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.04519774011299435,
"grad_norm": 0.12051593512296677,
"learning_rate": 5e-05,
"loss": 0.9371,
"step": 1
},
{
"epoch": 0.04519774011299435,
"eval_loss": 1.2566331624984741,
"eval_runtime": 7.1186,
"eval_samples_per_second": 20.931,
"eval_steps_per_second": 2.669,
"step": 1
},
{
"epoch": 0.0903954802259887,
"grad_norm": 0.26028257608413696,
"learning_rate": 0.0001,
"loss": 1.0567,
"step": 2
},
{
"epoch": 0.13559322033898305,
"grad_norm": 0.2643623948097229,
"learning_rate": 9.989294616193017e-05,
"loss": 1.1577,
"step": 3
},
{
"epoch": 0.1807909604519774,
"grad_norm": 0.3180350065231323,
"learning_rate": 9.957224306869053e-05,
"loss": 1.282,
"step": 4
},
{
"epoch": 0.22598870056497175,
"grad_norm": 0.6172782182693481,
"learning_rate": 9.903926402016153e-05,
"loss": 1.4226,
"step": 5
},
{
"epoch": 0.2711864406779661,
"grad_norm": 0.11615486443042755,
"learning_rate": 9.829629131445342e-05,
"loss": 0.8679,
"step": 6
},
{
"epoch": 0.3163841807909605,
"grad_norm": 0.14377813041210175,
"learning_rate": 9.73465064747553e-05,
"loss": 0.8714,
"step": 7
},
{
"epoch": 0.3615819209039548,
"grad_norm": 0.14928121864795685,
"learning_rate": 9.619397662556435e-05,
"loss": 0.9545,
"step": 8
},
{
"epoch": 0.4067796610169492,
"grad_norm": 0.1883212774991989,
"learning_rate": 9.484363707663442e-05,
"loss": 1.0538,
"step": 9
},
{
"epoch": 0.4519774011299435,
"grad_norm": 0.1983480006456375,
"learning_rate": 9.330127018922194e-05,
"loss": 1.0588,
"step": 10
},
{
"epoch": 0.4971751412429379,
"grad_norm": 0.3440364897251129,
"learning_rate": 9.157348061512727e-05,
"loss": 1.335,
"step": 11
},
{
"epoch": 0.5423728813559322,
"grad_norm": 0.07611960172653198,
"learning_rate": 8.966766701456177e-05,
"loss": 0.8769,
"step": 12
},
{
"epoch": 0.5875706214689266,
"grad_norm": 0.10882534831762314,
"learning_rate": 8.759199037394887e-05,
"loss": 0.9328,
"step": 13
},
{
"epoch": 0.632768361581921,
"grad_norm": 0.1283181756734848,
"learning_rate": 8.535533905932738e-05,
"loss": 0.9265,
"step": 14
},
{
"epoch": 0.6779661016949152,
"grad_norm": 0.13232509791851044,
"learning_rate": 8.296729075500344e-05,
"loss": 1.0183,
"step": 15
},
{
"epoch": 0.7231638418079096,
"grad_norm": 0.17690761387348175,
"learning_rate": 8.043807145043604e-05,
"loss": 1.1061,
"step": 16
},
{
"epoch": 0.768361581920904,
"grad_norm": 0.07591235637664795,
"learning_rate": 7.777851165098012e-05,
"loss": 0.8341,
"step": 17
},
{
"epoch": 0.8135593220338984,
"grad_norm": 0.08945614844560623,
"learning_rate": 7.500000000000001e-05,
"loss": 0.8708,
"step": 18
},
{
"epoch": 0.8587570621468926,
"grad_norm": 0.12213297933340073,
"learning_rate": 7.211443451095007e-05,
"loss": 0.9412,
"step": 19
},
{
"epoch": 0.903954802259887,
"grad_norm": 0.12393030524253845,
"learning_rate": 6.91341716182545e-05,
"loss": 0.9791,
"step": 20
},
{
"epoch": 0.9491525423728814,
"grad_norm": 0.14773356914520264,
"learning_rate": 6.607197326515808e-05,
"loss": 1.0005,
"step": 21
},
{
"epoch": 0.9943502824858758,
"grad_norm": 0.31622564792633057,
"learning_rate": 6.294095225512603e-05,
"loss": 1.2379,
"step": 22
},
{
"epoch": 1.03954802259887,
"grad_norm": 0.21881358325481415,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.6934,
"step": 23
},
{
"epoch": 1.0847457627118644,
"grad_norm": 0.08667930215597153,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.8353,
"step": 24
},
{
"epoch": 1.1299435028248588,
"grad_norm": 0.1069195568561554,
"learning_rate": 5.327015646150716e-05,
"loss": 0.9082,
"step": 25
},
{
"epoch": 1.1299435028248588,
"eval_loss": 0.9493563771247864,
"eval_runtime": 7.0741,
"eval_samples_per_second": 21.063,
"eval_steps_per_second": 2.686,
"step": 25
},
{
"epoch": 1.1751412429378532,
"grad_norm": 0.13968133926391602,
"learning_rate": 5e-05,
"loss": 0.9774,
"step": 26
},
{
"epoch": 1.2203389830508475,
"grad_norm": 0.20083756744861603,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.0867,
"step": 27
},
{
"epoch": 1.2655367231638417,
"grad_norm": 0.0883803591132164,
"learning_rate": 4.347369038899744e-05,
"loss": 0.7986,
"step": 28
},
{
"epoch": 1.310734463276836,
"grad_norm": 0.0967683270573616,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.9001,
"step": 29
},
{
"epoch": 1.3559322033898304,
"grad_norm": 0.10467801243066788,
"learning_rate": 3.705904774487396e-05,
"loss": 0.8887,
"step": 30
},
{
"epoch": 1.4011299435028248,
"grad_norm": 0.12629304826259613,
"learning_rate": 3.392802673484193e-05,
"loss": 0.9147,
"step": 31
},
{
"epoch": 1.4463276836158192,
"grad_norm": 0.15558573603630066,
"learning_rate": 3.086582838174551e-05,
"loss": 0.9604,
"step": 32
},
{
"epoch": 1.4915254237288136,
"grad_norm": 0.30503368377685547,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.2131,
"step": 33
},
{
"epoch": 1.536723163841808,
"grad_norm": 0.08666601777076721,
"learning_rate": 2.500000000000001e-05,
"loss": 0.8113,
"step": 34
},
{
"epoch": 1.5819209039548023,
"grad_norm": 0.10060662031173706,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.8429,
"step": 35
},
{
"epoch": 1.6271186440677967,
"grad_norm": 0.1265161782503128,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.8955,
"step": 36
},
{
"epoch": 1.672316384180791,
"grad_norm": 0.14413928985595703,
"learning_rate": 1.703270924499656e-05,
"loss": 0.9875,
"step": 37
},
{
"epoch": 1.7175141242937855,
"grad_norm": 0.19615449011325836,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.0382,
"step": 38
},
{
"epoch": 1.7627118644067796,
"grad_norm": 0.09353553503751755,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.7597,
"step": 39
},
{
"epoch": 1.807909604519774,
"grad_norm": 0.1021425724029541,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.8842,
"step": 40
},
{
"epoch": 1.8531073446327684,
"grad_norm": 0.11777127534151077,
"learning_rate": 8.426519384872733e-06,
"loss": 0.8963,
"step": 41
},
{
"epoch": 1.8983050847457628,
"grad_norm": 0.13572406768798828,
"learning_rate": 6.698729810778065e-06,
"loss": 0.9136,
"step": 42
},
{
"epoch": 1.943502824858757,
"grad_norm": 0.180810809135437,
"learning_rate": 5.156362923365588e-06,
"loss": 0.9424,
"step": 43
},
{
"epoch": 1.9887005649717513,
"grad_norm": 0.32613012194633484,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.2046,
"step": 44
},
{
"epoch": 2.0338983050847457,
"grad_norm": 0.22946643829345703,
"learning_rate": 2.653493525244721e-06,
"loss": 1.5967,
"step": 45
},
{
"epoch": 2.07909604519774,
"grad_norm": 0.10317717492580414,
"learning_rate": 1.70370868554659e-06,
"loss": 0.7804,
"step": 46
},
{
"epoch": 2.1242937853107344,
"grad_norm": 0.1184142455458641,
"learning_rate": 9.607359798384785e-07,
"loss": 0.8891,
"step": 47
},
{
"epoch": 2.169491525423729,
"grad_norm": 0.13897018134593964,
"learning_rate": 4.277569313094809e-07,
"loss": 0.9444,
"step": 48
},
{
"epoch": 2.214689265536723,
"grad_norm": 0.20523014664649963,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.0576,
"step": 49
},
{
"epoch": 2.2598870056497176,
"grad_norm": 0.10931195318698883,
"learning_rate": 0.0,
"loss": 0.7252,
"step": 50
},
{
"epoch": 2.2598870056497176,
"eval_loss": 0.9366380572319031,
"eval_runtime": 7.1084,
"eval_samples_per_second": 20.961,
"eval_steps_per_second": 2.673,
"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": 1.1215740952389878e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}