jssky's picture
Training in progress, step 50, checkpoint
8c9ba93 verified
{
"best_metric": 0.5615120530128479,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.9900497512437811,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03980099502487562,
"grad_norm": 0.13538791239261627,
"learning_rate": 5e-05,
"loss": 0.7752,
"step": 1
},
{
"epoch": 0.03980099502487562,
"eval_loss": 0.7566336393356323,
"eval_runtime": 5.1026,
"eval_samples_per_second": 33.316,
"eval_steps_per_second": 4.312,
"step": 1
},
{
"epoch": 0.07960199004975124,
"grad_norm": 0.13740819692611694,
"learning_rate": 0.0001,
"loss": 0.756,
"step": 2
},
{
"epoch": 0.11940298507462686,
"grad_norm": 0.14167937636375427,
"learning_rate": 9.989294616193017e-05,
"loss": 0.7529,
"step": 3
},
{
"epoch": 0.15920398009950248,
"grad_norm": 0.1538102775812149,
"learning_rate": 9.957224306869053e-05,
"loss": 0.7392,
"step": 4
},
{
"epoch": 0.19900497512437812,
"grad_norm": 0.1964820772409439,
"learning_rate": 9.903926402016153e-05,
"loss": 0.7395,
"step": 5
},
{
"epoch": 0.23880597014925373,
"grad_norm": 0.12592492997646332,
"learning_rate": 9.829629131445342e-05,
"loss": 0.6386,
"step": 6
},
{
"epoch": 0.27860696517412936,
"grad_norm": 0.12350691109895706,
"learning_rate": 9.73465064747553e-05,
"loss": 0.6686,
"step": 7
},
{
"epoch": 0.31840796019900497,
"grad_norm": 0.14032255113124847,
"learning_rate": 9.619397662556435e-05,
"loss": 0.682,
"step": 8
},
{
"epoch": 0.3582089552238806,
"grad_norm": 0.14228299260139465,
"learning_rate": 9.484363707663442e-05,
"loss": 0.6878,
"step": 9
},
{
"epoch": 0.39800995024875624,
"grad_norm": 0.10774895548820496,
"learning_rate": 9.330127018922194e-05,
"loss": 0.634,
"step": 10
},
{
"epoch": 0.43781094527363185,
"grad_norm": 0.10263238102197647,
"learning_rate": 9.157348061512727e-05,
"loss": 0.604,
"step": 11
},
{
"epoch": 0.47761194029850745,
"grad_norm": 0.10312753170728683,
"learning_rate": 8.966766701456177e-05,
"loss": 0.6044,
"step": 12
},
{
"epoch": 0.5174129353233831,
"grad_norm": 0.07034023106098175,
"learning_rate": 8.759199037394887e-05,
"loss": 0.6199,
"step": 13
},
{
"epoch": 0.5572139303482587,
"grad_norm": 0.07299194484949112,
"learning_rate": 8.535533905932738e-05,
"loss": 0.6362,
"step": 14
},
{
"epoch": 0.5970149253731343,
"grad_norm": 0.07921850681304932,
"learning_rate": 8.296729075500344e-05,
"loss": 0.6404,
"step": 15
},
{
"epoch": 0.6368159203980099,
"grad_norm": 0.07726301997900009,
"learning_rate": 8.043807145043604e-05,
"loss": 0.6213,
"step": 16
},
{
"epoch": 0.6766169154228856,
"grad_norm": 0.07813425362110138,
"learning_rate": 7.777851165098012e-05,
"loss": 0.5873,
"step": 17
},
{
"epoch": 0.7164179104477612,
"grad_norm": 0.10323521494865417,
"learning_rate": 7.500000000000001e-05,
"loss": 0.5738,
"step": 18
},
{
"epoch": 0.7562189054726368,
"grad_norm": 0.07982894033193588,
"learning_rate": 7.211443451095007e-05,
"loss": 0.5988,
"step": 19
},
{
"epoch": 0.7960199004975125,
"grad_norm": 0.06970314681529999,
"learning_rate": 6.91341716182545e-05,
"loss": 0.6514,
"step": 20
},
{
"epoch": 0.835820895522388,
"grad_norm": 0.07304966449737549,
"learning_rate": 6.607197326515808e-05,
"loss": 0.6176,
"step": 21
},
{
"epoch": 0.8756218905472637,
"grad_norm": 0.10210943222045898,
"learning_rate": 6.294095225512603e-05,
"loss": 0.5853,
"step": 22
},
{
"epoch": 0.9154228855721394,
"grad_norm": 0.08298351615667343,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.5827,
"step": 23
},
{
"epoch": 0.9552238805970149,
"grad_norm": 0.07600322365760803,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.573,
"step": 24
},
{
"epoch": 0.9950248756218906,
"grad_norm": 0.08038770407438278,
"learning_rate": 5.327015646150716e-05,
"loss": 0.5355,
"step": 25
},
{
"epoch": 0.9950248756218906,
"eval_loss": 0.5803007483482361,
"eval_runtime": 5.094,
"eval_samples_per_second": 33.373,
"eval_steps_per_second": 4.319,
"step": 25
},
{
"epoch": 1.0348258706467661,
"grad_norm": 0.2262948751449585,
"learning_rate": 5e-05,
"loss": 1.126,
"step": 26
},
{
"epoch": 1.0746268656716418,
"grad_norm": 0.1797284334897995,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.592,
"step": 27
},
{
"epoch": 1.1144278606965174,
"grad_norm": 0.11251581460237503,
"learning_rate": 4.347369038899744e-05,
"loss": 0.5877,
"step": 28
},
{
"epoch": 1.154228855721393,
"grad_norm": 0.1345890462398529,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.5576,
"step": 29
},
{
"epoch": 1.1940298507462686,
"grad_norm": 0.12311283499002457,
"learning_rate": 3.705904774487396e-05,
"loss": 0.555,
"step": 30
},
{
"epoch": 1.2338308457711442,
"grad_norm": 0.13137906789779663,
"learning_rate": 3.392802673484193e-05,
"loss": 0.5231,
"step": 31
},
{
"epoch": 1.2736318407960199,
"grad_norm": 0.11661550402641296,
"learning_rate": 3.086582838174551e-05,
"loss": 0.56,
"step": 32
},
{
"epoch": 1.3134328358208955,
"grad_norm": 0.12265345454216003,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.5983,
"step": 33
},
{
"epoch": 1.3532338308457712,
"grad_norm": 0.12625396251678467,
"learning_rate": 2.500000000000001e-05,
"loss": 0.5878,
"step": 34
},
{
"epoch": 1.3930348258706466,
"grad_norm": 0.11988857388496399,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5562,
"step": 35
},
{
"epoch": 1.4328358208955223,
"grad_norm": 0.1285698562860489,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.5407,
"step": 36
},
{
"epoch": 1.472636815920398,
"grad_norm": 0.14078256487846375,
"learning_rate": 1.703270924499656e-05,
"loss": 0.5432,
"step": 37
},
{
"epoch": 1.5124378109452736,
"grad_norm": 0.12595324218273163,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.5203,
"step": 38
},
{
"epoch": 1.5522388059701493,
"grad_norm": 0.11833399534225464,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.5963,
"step": 39
},
{
"epoch": 1.5920398009950247,
"grad_norm": 0.12518984079360962,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.5595,
"step": 40
},
{
"epoch": 1.6318407960199006,
"grad_norm": 0.12780751287937164,
"learning_rate": 8.426519384872733e-06,
"loss": 0.5393,
"step": 41
},
{
"epoch": 1.671641791044776,
"grad_norm": 0.13122279942035675,
"learning_rate": 6.698729810778065e-06,
"loss": 0.5428,
"step": 42
},
{
"epoch": 1.7114427860696517,
"grad_norm": 0.1328832358121872,
"learning_rate": 5.156362923365588e-06,
"loss": 0.5523,
"step": 43
},
{
"epoch": 1.7512437810945274,
"grad_norm": 0.1302466094493866,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.4927,
"step": 44
},
{
"epoch": 1.7910447761194028,
"grad_norm": 0.1199650689959526,
"learning_rate": 2.653493525244721e-06,
"loss": 0.6295,
"step": 45
},
{
"epoch": 1.8308457711442787,
"grad_norm": 0.11739806085824966,
"learning_rate": 1.70370868554659e-06,
"loss": 0.5605,
"step": 46
},
{
"epoch": 1.8706467661691542,
"grad_norm": 0.12748704850673676,
"learning_rate": 9.607359798384785e-07,
"loss": 0.5549,
"step": 47
},
{
"epoch": 1.9104477611940298,
"grad_norm": 0.12685979902744293,
"learning_rate": 4.277569313094809e-07,
"loss": 0.5565,
"step": 48
},
{
"epoch": 1.9502487562189055,
"grad_norm": 0.1480509489774704,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.5537,
"step": 49
},
{
"epoch": 1.9900497512437811,
"grad_norm": 0.1484479457139969,
"learning_rate": 0.0,
"loss": 0.4925,
"step": 50
},
{
"epoch": 1.9900497512437811,
"eval_loss": 0.5615120530128479,
"eval_runtime": 5.0865,
"eval_samples_per_second": 33.422,
"eval_steps_per_second": 4.325,
"step": 50
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"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": 5.259156315439104e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}