prxy5606's picture
Training in progress, step 50, checkpoint
fd6bf00 verified
{
"best_metric": 0.6058931946754456,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.21299254526091588,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004259850905218318,
"grad_norm": 0.9056071639060974,
"learning_rate": 2e-05,
"loss": 0.7514,
"step": 1
},
{
"epoch": 0.004259850905218318,
"eval_loss": 1.5612910985946655,
"eval_runtime": 5.8239,
"eval_samples_per_second": 67.824,
"eval_steps_per_second": 8.585,
"step": 1
},
{
"epoch": 0.008519701810436636,
"grad_norm": 1.0584379434585571,
"learning_rate": 4e-05,
"loss": 0.7262,
"step": 2
},
{
"epoch": 0.012779552715654952,
"grad_norm": 1.4639778137207031,
"learning_rate": 6e-05,
"loss": 0.8158,
"step": 3
},
{
"epoch": 0.01703940362087327,
"grad_norm": 1.1897181272506714,
"learning_rate": 8e-05,
"loss": 0.9592,
"step": 4
},
{
"epoch": 0.021299254526091587,
"grad_norm": 1.4072225093841553,
"learning_rate": 0.0001,
"loss": 0.9839,
"step": 5
},
{
"epoch": 0.025559105431309903,
"grad_norm": 1.473567008972168,
"learning_rate": 9.987820251299122e-05,
"loss": 0.9557,
"step": 6
},
{
"epoch": 0.029818956336528223,
"grad_norm": 1.6296859979629517,
"learning_rate": 9.951340343707852e-05,
"loss": 0.6532,
"step": 7
},
{
"epoch": 0.03407880724174654,
"grad_norm": 1.2023602724075317,
"learning_rate": 9.890738003669029e-05,
"loss": 0.8162,
"step": 8
},
{
"epoch": 0.038338658146964855,
"grad_norm": 1.2582991123199463,
"learning_rate": 9.806308479691595e-05,
"loss": 0.7173,
"step": 9
},
{
"epoch": 0.042598509052183174,
"grad_norm": 0.9673406481742859,
"learning_rate": 9.698463103929542e-05,
"loss": 0.6549,
"step": 10
},
{
"epoch": 0.046858359957401494,
"grad_norm": 0.8178759813308716,
"learning_rate": 9.567727288213005e-05,
"loss": 0.647,
"step": 11
},
{
"epoch": 0.051118210862619806,
"grad_norm": 1.2818442583084106,
"learning_rate": 9.414737964294636e-05,
"loss": 0.6202,
"step": 12
},
{
"epoch": 0.055378061767838126,
"grad_norm": 1.052995204925537,
"learning_rate": 9.24024048078213e-05,
"loss": 0.6351,
"step": 13
},
{
"epoch": 0.059637912673056445,
"grad_norm": 0.7368398904800415,
"learning_rate": 9.045084971874738e-05,
"loss": 0.5988,
"step": 14
},
{
"epoch": 0.06389776357827476,
"grad_norm": 1.1218278408050537,
"learning_rate": 8.83022221559489e-05,
"loss": 0.7072,
"step": 15
},
{
"epoch": 0.06815761448349308,
"grad_norm": 1.0739364624023438,
"learning_rate": 8.596699001693255e-05,
"loss": 0.7453,
"step": 16
},
{
"epoch": 0.0724174653887114,
"grad_norm": 0.820106565952301,
"learning_rate": 8.345653031794292e-05,
"loss": 0.5605,
"step": 17
},
{
"epoch": 0.07667731629392971,
"grad_norm": 0.9270951747894287,
"learning_rate": 8.07830737662829e-05,
"loss": 0.648,
"step": 18
},
{
"epoch": 0.08093716719914804,
"grad_norm": 0.9930429458618164,
"learning_rate": 7.795964517353735e-05,
"loss": 0.7394,
"step": 19
},
{
"epoch": 0.08519701810436635,
"grad_norm": 1.0608173608779907,
"learning_rate": 7.500000000000001e-05,
"loss": 0.8507,
"step": 20
},
{
"epoch": 0.08945686900958466,
"grad_norm": 0.9992531538009644,
"learning_rate": 7.191855733945387e-05,
"loss": 0.6659,
"step": 21
},
{
"epoch": 0.09371671991480299,
"grad_norm": 0.9413906335830688,
"learning_rate": 6.873032967079561e-05,
"loss": 0.6771,
"step": 22
},
{
"epoch": 0.0979765708200213,
"grad_norm": 0.9012166261672974,
"learning_rate": 6.545084971874738e-05,
"loss": 0.6352,
"step": 23
},
{
"epoch": 0.10223642172523961,
"grad_norm": 0.9687148332595825,
"learning_rate": 6.209609477998338e-05,
"loss": 0.636,
"step": 24
},
{
"epoch": 0.10649627263045794,
"grad_norm": 1.190940022468567,
"learning_rate": 5.868240888334653e-05,
"loss": 0.883,
"step": 25
},
{
"epoch": 0.10649627263045794,
"eval_loss": 0.6344612240791321,
"eval_runtime": 5.8456,
"eval_samples_per_second": 67.572,
"eval_steps_per_second": 8.553,
"step": 25
},
{
"epoch": 0.11075612353567625,
"grad_norm": 1.2329808473587036,
"learning_rate": 5.522642316338268e-05,
"loss": 0.8209,
"step": 26
},
{
"epoch": 0.11501597444089456,
"grad_norm": 0.911182165145874,
"learning_rate": 5.174497483512506e-05,
"loss": 0.6311,
"step": 27
},
{
"epoch": 0.11927582534611289,
"grad_norm": 1.124248743057251,
"learning_rate": 4.825502516487497e-05,
"loss": 0.622,
"step": 28
},
{
"epoch": 0.1235356762513312,
"grad_norm": 0.9084705710411072,
"learning_rate": 4.477357683661734e-05,
"loss": 0.5056,
"step": 29
},
{
"epoch": 0.12779552715654952,
"grad_norm": 0.9366480708122253,
"learning_rate": 4.131759111665349e-05,
"loss": 0.634,
"step": 30
},
{
"epoch": 0.13205537806176784,
"grad_norm": 1.0503653287887573,
"learning_rate": 3.790390522001662e-05,
"loss": 0.694,
"step": 31
},
{
"epoch": 0.13631522896698617,
"grad_norm": 0.9009410738945007,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.4827,
"step": 32
},
{
"epoch": 0.14057507987220447,
"grad_norm": 1.1687300205230713,
"learning_rate": 3.12696703292044e-05,
"loss": 0.7158,
"step": 33
},
{
"epoch": 0.1448349307774228,
"grad_norm": 0.9068652987480164,
"learning_rate": 2.8081442660546125e-05,
"loss": 0.5126,
"step": 34
},
{
"epoch": 0.14909478168264112,
"grad_norm": 1.5940452814102173,
"learning_rate": 2.500000000000001e-05,
"loss": 0.8104,
"step": 35
},
{
"epoch": 0.15335463258785942,
"grad_norm": 1.2183023691177368,
"learning_rate": 2.2040354826462668e-05,
"loss": 0.6102,
"step": 36
},
{
"epoch": 0.15761448349307774,
"grad_norm": 1.6368961334228516,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.8406,
"step": 37
},
{
"epoch": 0.16187433439829607,
"grad_norm": 1.4957292079925537,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.8413,
"step": 38
},
{
"epoch": 0.16613418530351437,
"grad_norm": 1.0769766569137573,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.4668,
"step": 39
},
{
"epoch": 0.1703940362087327,
"grad_norm": 1.3235946893692017,
"learning_rate": 1.1697777844051105e-05,
"loss": 0.7607,
"step": 40
},
{
"epoch": 0.17465388711395102,
"grad_norm": 1.5516222715377808,
"learning_rate": 9.549150281252633e-06,
"loss": 0.8801,
"step": 41
},
{
"epoch": 0.17891373801916932,
"grad_norm": 1.559802532196045,
"learning_rate": 7.597595192178702e-06,
"loss": 0.6937,
"step": 42
},
{
"epoch": 0.18317358892438765,
"grad_norm": 1.502659559249878,
"learning_rate": 5.852620357053651e-06,
"loss": 0.8395,
"step": 43
},
{
"epoch": 0.18743343982960597,
"grad_norm": 1.6062182188034058,
"learning_rate": 4.322727117869951e-06,
"loss": 0.7279,
"step": 44
},
{
"epoch": 0.19169329073482427,
"grad_norm": 2.240816354751587,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.9803,
"step": 45
},
{
"epoch": 0.1959531416400426,
"grad_norm": 5.78132438659668,
"learning_rate": 1.9369152030840556e-06,
"loss": 0.9435,
"step": 46
},
{
"epoch": 0.20021299254526093,
"grad_norm": 3.2474586963653564,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.787,
"step": 47
},
{
"epoch": 0.20447284345047922,
"grad_norm": 4.021317958831787,
"learning_rate": 4.865965629214819e-07,
"loss": 0.8541,
"step": 48
},
{
"epoch": 0.20873269435569755,
"grad_norm": 2.8254783153533936,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.7608,
"step": 49
},
{
"epoch": 0.21299254526091588,
"grad_norm": 5.236809730529785,
"learning_rate": 0.0,
"loss": 0.7803,
"step": 50
},
{
"epoch": 0.21299254526091588,
"eval_loss": 0.6058931946754456,
"eval_runtime": 5.8556,
"eval_samples_per_second": 67.456,
"eval_steps_per_second": 8.539,
"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": 5,
"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": 6803618267136000.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}