farmery's picture
Training in progress, step 50, checkpoint
d3cc4e9 verified
{
"best_metric": 0.5172708034515381,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.16,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0032,
"grad_norm": 10.65385627746582,
"learning_rate": 5e-05,
"loss": 7.2202,
"step": 1
},
{
"epoch": 0.0032,
"eval_loss": 8.333258628845215,
"eval_runtime": 52.8655,
"eval_samples_per_second": 39.837,
"eval_steps_per_second": 4.994,
"step": 1
},
{
"epoch": 0.0064,
"grad_norm": 10.906144142150879,
"learning_rate": 0.0001,
"loss": 7.6932,
"step": 2
},
{
"epoch": 0.0096,
"grad_norm": 9.757308959960938,
"learning_rate": 9.989294616193017e-05,
"loss": 7.0564,
"step": 3
},
{
"epoch": 0.0128,
"grad_norm": 6.420623302459717,
"learning_rate": 9.957224306869053e-05,
"loss": 5.4659,
"step": 4
},
{
"epoch": 0.016,
"grad_norm": 6.6838483810424805,
"learning_rate": 9.903926402016153e-05,
"loss": 4.592,
"step": 5
},
{
"epoch": 0.0192,
"grad_norm": 7.881312370300293,
"learning_rate": 9.829629131445342e-05,
"loss": 3.4263,
"step": 6
},
{
"epoch": 0.0224,
"grad_norm": 6.462822437286377,
"learning_rate": 9.73465064747553e-05,
"loss": 2.0724,
"step": 7
},
{
"epoch": 0.0256,
"grad_norm": 3.7375383377075195,
"learning_rate": 9.619397662556435e-05,
"loss": 1.3954,
"step": 8
},
{
"epoch": 0.0288,
"grad_norm": 6.439095497131348,
"learning_rate": 9.484363707663442e-05,
"loss": 1.6787,
"step": 9
},
{
"epoch": 0.032,
"grad_norm": 4.565333366394043,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3844,
"step": 10
},
{
"epoch": 0.0352,
"grad_norm": 9.651759147644043,
"learning_rate": 9.157348061512727e-05,
"loss": 1.365,
"step": 11
},
{
"epoch": 0.0384,
"grad_norm": 5.498544692993164,
"learning_rate": 8.966766701456177e-05,
"loss": 1.2902,
"step": 12
},
{
"epoch": 0.0416,
"grad_norm": 2.8767731189727783,
"learning_rate": 8.759199037394887e-05,
"loss": 1.1868,
"step": 13
},
{
"epoch": 0.0448,
"grad_norm": 3.1457948684692383,
"learning_rate": 8.535533905932738e-05,
"loss": 0.924,
"step": 14
},
{
"epoch": 0.048,
"grad_norm": 2.4111177921295166,
"learning_rate": 8.296729075500344e-05,
"loss": 0.9046,
"step": 15
},
{
"epoch": 0.0512,
"grad_norm": 3.076181650161743,
"learning_rate": 8.043807145043604e-05,
"loss": 0.8759,
"step": 16
},
{
"epoch": 0.0544,
"grad_norm": 1.6956605911254883,
"learning_rate": 7.777851165098012e-05,
"loss": 0.8947,
"step": 17
},
{
"epoch": 0.0576,
"grad_norm": 1.6995573043823242,
"learning_rate": 7.500000000000001e-05,
"loss": 0.7684,
"step": 18
},
{
"epoch": 0.0608,
"grad_norm": 2.3091602325439453,
"learning_rate": 7.211443451095007e-05,
"loss": 0.7666,
"step": 19
},
{
"epoch": 0.064,
"grad_norm": 1.582398533821106,
"learning_rate": 6.91341716182545e-05,
"loss": 0.725,
"step": 20
},
{
"epoch": 0.0672,
"grad_norm": 1.2624642848968506,
"learning_rate": 6.607197326515808e-05,
"loss": 0.724,
"step": 21
},
{
"epoch": 0.0704,
"grad_norm": 1.661531925201416,
"learning_rate": 6.294095225512603e-05,
"loss": 0.6808,
"step": 22
},
{
"epoch": 0.0736,
"grad_norm": 1.2881686687469482,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.6824,
"step": 23
},
{
"epoch": 0.0768,
"grad_norm": 1.3341009616851807,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.6676,
"step": 24
},
{
"epoch": 0.08,
"grad_norm": 1.4096139669418335,
"learning_rate": 5.327015646150716e-05,
"loss": 0.7769,
"step": 25
},
{
"epoch": 0.08,
"eval_loss": 0.6112602949142456,
"eval_runtime": 52.7922,
"eval_samples_per_second": 39.892,
"eval_steps_per_second": 5.001,
"step": 25
},
{
"epoch": 0.0832,
"grad_norm": 1.339646816253662,
"learning_rate": 5e-05,
"loss": 0.6826,
"step": 26
},
{
"epoch": 0.0864,
"grad_norm": 1.1944141387939453,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.6551,
"step": 27
},
{
"epoch": 0.0896,
"grad_norm": 1.4156867265701294,
"learning_rate": 4.347369038899744e-05,
"loss": 0.6128,
"step": 28
},
{
"epoch": 0.0928,
"grad_norm": 0.8293469548225403,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.5205,
"step": 29
},
{
"epoch": 0.096,
"grad_norm": 1.3624340295791626,
"learning_rate": 3.705904774487396e-05,
"loss": 0.6409,
"step": 30
},
{
"epoch": 0.0992,
"grad_norm": 1.3279340267181396,
"learning_rate": 3.392802673484193e-05,
"loss": 0.5904,
"step": 31
},
{
"epoch": 0.1024,
"grad_norm": 1.172986388206482,
"learning_rate": 3.086582838174551e-05,
"loss": 0.5735,
"step": 32
},
{
"epoch": 0.1056,
"grad_norm": 1.1812784671783447,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.6204,
"step": 33
},
{
"epoch": 0.1088,
"grad_norm": 1.3767175674438477,
"learning_rate": 2.500000000000001e-05,
"loss": 0.5828,
"step": 34
},
{
"epoch": 0.112,
"grad_norm": 1.0632436275482178,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.57,
"step": 35
},
{
"epoch": 0.1152,
"grad_norm": 0.929205596446991,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.5006,
"step": 36
},
{
"epoch": 0.1184,
"grad_norm": 1.3007352352142334,
"learning_rate": 1.703270924499656e-05,
"loss": 0.7047,
"step": 37
},
{
"epoch": 0.1216,
"grad_norm": 1.4487941265106201,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.7684,
"step": 38
},
{
"epoch": 0.1248,
"grad_norm": 1.5427775382995605,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.5627,
"step": 39
},
{
"epoch": 0.128,
"grad_norm": 1.1064578294754028,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.548,
"step": 40
},
{
"epoch": 0.1312,
"grad_norm": 1.229816198348999,
"learning_rate": 8.426519384872733e-06,
"loss": 0.5352,
"step": 41
},
{
"epoch": 0.1344,
"grad_norm": 1.032274842262268,
"learning_rate": 6.698729810778065e-06,
"loss": 0.5009,
"step": 42
},
{
"epoch": 0.1376,
"grad_norm": 1.0685501098632812,
"learning_rate": 5.156362923365588e-06,
"loss": 0.5532,
"step": 43
},
{
"epoch": 0.1408,
"grad_norm": 1.0419175624847412,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.5462,
"step": 44
},
{
"epoch": 0.144,
"grad_norm": 0.9846985936164856,
"learning_rate": 2.653493525244721e-06,
"loss": 0.4817,
"step": 45
},
{
"epoch": 0.1472,
"grad_norm": 0.847055971622467,
"learning_rate": 1.70370868554659e-06,
"loss": 0.5303,
"step": 46
},
{
"epoch": 0.1504,
"grad_norm": 1.1482884883880615,
"learning_rate": 9.607359798384785e-07,
"loss": 0.6073,
"step": 47
},
{
"epoch": 0.1536,
"grad_norm": 1.1206740140914917,
"learning_rate": 4.277569313094809e-07,
"loss": 0.5682,
"step": 48
},
{
"epoch": 0.1568,
"grad_norm": 1.4303394556045532,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.6277,
"step": 49
},
{
"epoch": 0.16,
"grad_norm": 1.308823823928833,
"learning_rate": 0.0,
"loss": 0.5633,
"step": 50
},
{
"epoch": 0.16,
"eval_loss": 0.5172708034515381,
"eval_runtime": 52.8099,
"eval_samples_per_second": 39.879,
"eval_steps_per_second": 4.999,
"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": 5.305284264198144e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}