jssky's picture
Training in progress, step 50, checkpoint
bde6bcb verified
raw
history blame
10.2 kB
{
"best_metric": 0.5200080275535583,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.5657708628005658,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.011315417256011316,
"grad_norm": 2.1943609714508057,
"learning_rate": 5e-05,
"loss": 8.4242,
"step": 1
},
{
"epoch": 0.011315417256011316,
"eval_loss": 0.8281431198120117,
"eval_runtime": 44.4369,
"eval_samples_per_second": 13.39,
"eval_steps_per_second": 1.688,
"step": 1
},
{
"epoch": 0.02263083451202263,
"grad_norm": 2.6719741821289062,
"learning_rate": 0.0001,
"loss": 9.9323,
"step": 2
},
{
"epoch": 0.033946251768033946,
"grad_norm": 3.0640249252319336,
"learning_rate": 9.989294616193017e-05,
"loss": 10.7148,
"step": 3
},
{
"epoch": 0.04526166902404526,
"grad_norm": 3.3661434650421143,
"learning_rate": 9.957224306869053e-05,
"loss": 10.8608,
"step": 4
},
{
"epoch": 0.056577086280056574,
"grad_norm": 3.1292307376861572,
"learning_rate": 9.903926402016153e-05,
"loss": 10.2639,
"step": 5
},
{
"epoch": 0.06789250353606789,
"grad_norm": 2.260249614715576,
"learning_rate": 9.829629131445342e-05,
"loss": 9.5547,
"step": 6
},
{
"epoch": 0.07920792079207921,
"grad_norm": 2.1925923824310303,
"learning_rate": 9.73465064747553e-05,
"loss": 9.9299,
"step": 7
},
{
"epoch": 0.09052333804809053,
"grad_norm": 2.2138164043426514,
"learning_rate": 9.619397662556435e-05,
"loss": 10.326,
"step": 8
},
{
"epoch": 0.10183875530410184,
"grad_norm": 1.9601538181304932,
"learning_rate": 9.484363707663442e-05,
"loss": 9.7972,
"step": 9
},
{
"epoch": 0.11315417256011315,
"grad_norm": 2.3362250328063965,
"learning_rate": 9.330127018922194e-05,
"loss": 9.9417,
"step": 10
},
{
"epoch": 0.12446958981612447,
"grad_norm": 2.5164709091186523,
"learning_rate": 9.157348061512727e-05,
"loss": 10.341,
"step": 11
},
{
"epoch": 0.13578500707213578,
"grad_norm": 2.4237403869628906,
"learning_rate": 8.966766701456177e-05,
"loss": 9.0907,
"step": 12
},
{
"epoch": 0.1471004243281471,
"grad_norm": 2.3622500896453857,
"learning_rate": 8.759199037394887e-05,
"loss": 7.2716,
"step": 13
},
{
"epoch": 0.15841584158415842,
"grad_norm": 2.7323813438415527,
"learning_rate": 8.535533905932738e-05,
"loss": 8.3576,
"step": 14
},
{
"epoch": 0.16973125884016974,
"grad_norm": 2.5983994007110596,
"learning_rate": 8.296729075500344e-05,
"loss": 8.8552,
"step": 15
},
{
"epoch": 0.18104667609618105,
"grad_norm": 2.3216371536254883,
"learning_rate": 8.043807145043604e-05,
"loss": 8.3984,
"step": 16
},
{
"epoch": 0.19236209335219237,
"grad_norm": 1.7305115461349487,
"learning_rate": 7.777851165098012e-05,
"loss": 8.3699,
"step": 17
},
{
"epoch": 0.2036775106082037,
"grad_norm": 1.699713945388794,
"learning_rate": 7.500000000000001e-05,
"loss": 8.8624,
"step": 18
},
{
"epoch": 0.214992927864215,
"grad_norm": 1.6283882856369019,
"learning_rate": 7.211443451095007e-05,
"loss": 8.9808,
"step": 19
},
{
"epoch": 0.2263083451202263,
"grad_norm": 1.6349085569381714,
"learning_rate": 6.91341716182545e-05,
"loss": 9.9526,
"step": 20
},
{
"epoch": 0.2376237623762376,
"grad_norm": 1.7173153162002563,
"learning_rate": 6.607197326515808e-05,
"loss": 9.4905,
"step": 21
},
{
"epoch": 0.24893917963224893,
"grad_norm": 1.9035966396331787,
"learning_rate": 6.294095225512603e-05,
"loss": 9.6389,
"step": 22
},
{
"epoch": 0.26025459688826025,
"grad_norm": 1.9487980604171753,
"learning_rate": 5.9754516100806423e-05,
"loss": 9.2311,
"step": 23
},
{
"epoch": 0.27157001414427157,
"grad_norm": 2.21173095703125,
"learning_rate": 5.6526309611002594e-05,
"loss": 8.8328,
"step": 24
},
{
"epoch": 0.2828854314002829,
"grad_norm": 2.991882562637329,
"learning_rate": 5.327015646150716e-05,
"loss": 8.3784,
"step": 25
},
{
"epoch": 0.2828854314002829,
"eval_loss": 0.5269150733947754,
"eval_runtime": 45.0688,
"eval_samples_per_second": 13.202,
"eval_steps_per_second": 1.664,
"step": 25
},
{
"epoch": 0.2942008486562942,
"grad_norm": 0.8682360053062439,
"learning_rate": 5e-05,
"loss": 7.2005,
"step": 26
},
{
"epoch": 0.3055162659123055,
"grad_norm": 0.9563512802124023,
"learning_rate": 4.6729843538492847e-05,
"loss": 7.9264,
"step": 27
},
{
"epoch": 0.31683168316831684,
"grad_norm": 1.096703052520752,
"learning_rate": 4.347369038899744e-05,
"loss": 8.04,
"step": 28
},
{
"epoch": 0.32814710042432815,
"grad_norm": 1.0564768314361572,
"learning_rate": 4.0245483899193595e-05,
"loss": 8.4954,
"step": 29
},
{
"epoch": 0.33946251768033947,
"grad_norm": 1.1875149011611938,
"learning_rate": 3.705904774487396e-05,
"loss": 8.2755,
"step": 30
},
{
"epoch": 0.3507779349363508,
"grad_norm": 1.1350054740905762,
"learning_rate": 3.392802673484193e-05,
"loss": 8.7413,
"step": 31
},
{
"epoch": 0.3620933521923621,
"grad_norm": 1.2498562335968018,
"learning_rate": 3.086582838174551e-05,
"loss": 9.1359,
"step": 32
},
{
"epoch": 0.3734087694483734,
"grad_norm": 1.4139655828475952,
"learning_rate": 2.7885565489049946e-05,
"loss": 8.9738,
"step": 33
},
{
"epoch": 0.38472418670438474,
"grad_norm": 1.4577665328979492,
"learning_rate": 2.500000000000001e-05,
"loss": 8.6911,
"step": 34
},
{
"epoch": 0.39603960396039606,
"grad_norm": 1.629506230354309,
"learning_rate": 2.2221488349019903e-05,
"loss": 9.1795,
"step": 35
},
{
"epoch": 0.4073550212164074,
"grad_norm": 1.74530029296875,
"learning_rate": 1.9561928549563968e-05,
"loss": 9.2998,
"step": 36
},
{
"epoch": 0.4186704384724187,
"grad_norm": 2.077608346939087,
"learning_rate": 1.703270924499656e-05,
"loss": 8.95,
"step": 37
},
{
"epoch": 0.42998585572843,
"grad_norm": 1.909153699874878,
"learning_rate": 1.4644660940672627e-05,
"loss": 6.992,
"step": 38
},
{
"epoch": 0.44130127298444133,
"grad_norm": 0.8186285495758057,
"learning_rate": 1.2408009626051137e-05,
"loss": 7.3094,
"step": 39
},
{
"epoch": 0.4526166902404526,
"grad_norm": 0.9286304116249084,
"learning_rate": 1.0332332985438248e-05,
"loss": 7.8571,
"step": 40
},
{
"epoch": 0.4639321074964639,
"grad_norm": 0.9646059274673462,
"learning_rate": 8.426519384872733e-06,
"loss": 8.4043,
"step": 41
},
{
"epoch": 0.4752475247524752,
"grad_norm": 0.9747306108474731,
"learning_rate": 6.698729810778065e-06,
"loss": 7.5189,
"step": 42
},
{
"epoch": 0.48656294200848654,
"grad_norm": 1.110140323638916,
"learning_rate": 5.156362923365588e-06,
"loss": 8.197,
"step": 43
},
{
"epoch": 0.49787835926449786,
"grad_norm": 1.2244906425476074,
"learning_rate": 3.8060233744356633e-06,
"loss": 8.6932,
"step": 44
},
{
"epoch": 0.5091937765205092,
"grad_norm": 1.2957104444503784,
"learning_rate": 2.653493525244721e-06,
"loss": 9.1472,
"step": 45
},
{
"epoch": 0.5205091937765205,
"grad_norm": 1.3898643255233765,
"learning_rate": 1.70370868554659e-06,
"loss": 9.3223,
"step": 46
},
{
"epoch": 0.5318246110325319,
"grad_norm": 1.5572975873947144,
"learning_rate": 9.607359798384785e-07,
"loss": 8.9785,
"step": 47
},
{
"epoch": 0.5431400282885431,
"grad_norm": 1.7228946685791016,
"learning_rate": 4.277569313094809e-07,
"loss": 8.6731,
"step": 48
},
{
"epoch": 0.5544554455445545,
"grad_norm": 2.0071144104003906,
"learning_rate": 1.0705383806982606e-07,
"loss": 9.0,
"step": 49
},
{
"epoch": 0.5657708628005658,
"grad_norm": 2.848938226699829,
"learning_rate": 0.0,
"loss": 7.8565,
"step": 50
},
{
"epoch": 0.5657708628005658,
"eval_loss": 0.5200080275535583,
"eval_runtime": 43.7314,
"eval_samples_per_second": 13.606,
"eval_steps_per_second": 1.715,
"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": 1.0954378319683912e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}