jssky's picture
Training in progress, step 50, checkpoint
b3f12cd verified
{
"best_metric": 0.4945218563079834,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.6294256490952006,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.012588512981904013,
"grad_norm": 0.9374328851699829,
"learning_rate": 5e-05,
"loss": 2.2967,
"step": 1
},
{
"epoch": 0.012588512981904013,
"eval_loss": 3.410280227661133,
"eval_runtime": 28.691,
"eval_samples_per_second": 18.682,
"eval_steps_per_second": 2.335,
"step": 1
},
{
"epoch": 0.025177025963808025,
"grad_norm": 1.306756854057312,
"learning_rate": 0.0001,
"loss": 2.7038,
"step": 2
},
{
"epoch": 0.03776553894571204,
"grad_norm": 1.3629939556121826,
"learning_rate": 9.989294616193017e-05,
"loss": 2.5091,
"step": 3
},
{
"epoch": 0.05035405192761605,
"grad_norm": 1.4472253322601318,
"learning_rate": 9.957224306869053e-05,
"loss": 2.5138,
"step": 4
},
{
"epoch": 0.06294256490952006,
"grad_norm": 2.081310749053955,
"learning_rate": 9.903926402016153e-05,
"loss": 2.539,
"step": 5
},
{
"epoch": 0.07553107789142408,
"grad_norm": 1.6973925828933716,
"learning_rate": 9.829629131445342e-05,
"loss": 2.0807,
"step": 6
},
{
"epoch": 0.08811959087332809,
"grad_norm": 1.6589587926864624,
"learning_rate": 9.73465064747553e-05,
"loss": 2.0102,
"step": 7
},
{
"epoch": 0.1007081038552321,
"grad_norm": 2.2432773113250732,
"learning_rate": 9.619397662556435e-05,
"loss": 2.0128,
"step": 8
},
{
"epoch": 0.11329661683713611,
"grad_norm": 3.0825912952423096,
"learning_rate": 9.484363707663442e-05,
"loss": 1.8282,
"step": 9
},
{
"epoch": 0.12588512981904013,
"grad_norm": 2.0198371410369873,
"learning_rate": 9.330127018922194e-05,
"loss": 1.5822,
"step": 10
},
{
"epoch": 0.13847364280094415,
"grad_norm": 1.7006489038467407,
"learning_rate": 9.157348061512727e-05,
"loss": 1.4039,
"step": 11
},
{
"epoch": 0.15106215578284815,
"grad_norm": 1.9521818161010742,
"learning_rate": 8.966766701456177e-05,
"loss": 1.4428,
"step": 12
},
{
"epoch": 0.16365066876475218,
"grad_norm": 1.730639100074768,
"learning_rate": 8.759199037394887e-05,
"loss": 1.1403,
"step": 13
},
{
"epoch": 0.17623918174665618,
"grad_norm": 1.5531525611877441,
"learning_rate": 8.535533905932738e-05,
"loss": 1.3026,
"step": 14
},
{
"epoch": 0.1888276947285602,
"grad_norm": 1.7489203214645386,
"learning_rate": 8.296729075500344e-05,
"loss": 1.087,
"step": 15
},
{
"epoch": 0.2014162077104642,
"grad_norm": 1.7740451097488403,
"learning_rate": 8.043807145043604e-05,
"loss": 1.2439,
"step": 16
},
{
"epoch": 0.21400472069236823,
"grad_norm": 1.3824913501739502,
"learning_rate": 7.777851165098012e-05,
"loss": 1.1082,
"step": 17
},
{
"epoch": 0.22659323367427223,
"grad_norm": 0.8740619421005249,
"learning_rate": 7.500000000000001e-05,
"loss": 1.0499,
"step": 18
},
{
"epoch": 0.23918174665617625,
"grad_norm": 0.7334346175193787,
"learning_rate": 7.211443451095007e-05,
"loss": 0.9394,
"step": 19
},
{
"epoch": 0.25177025963808025,
"grad_norm": 1.1040862798690796,
"learning_rate": 6.91341716182545e-05,
"loss": 1.0259,
"step": 20
},
{
"epoch": 0.26435877261998425,
"grad_norm": 1.1865637302398682,
"learning_rate": 6.607197326515808e-05,
"loss": 0.9681,
"step": 21
},
{
"epoch": 0.2769472856018883,
"grad_norm": 0.9018222093582153,
"learning_rate": 6.294095225512603e-05,
"loss": 0.979,
"step": 22
},
{
"epoch": 0.2895357985837923,
"grad_norm": 1.158233642578125,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.8494,
"step": 23
},
{
"epoch": 0.3021243115656963,
"grad_norm": 1.046151876449585,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.851,
"step": 24
},
{
"epoch": 0.3147128245476003,
"grad_norm": 1.4118893146514893,
"learning_rate": 5.327015646150716e-05,
"loss": 0.808,
"step": 25
},
{
"epoch": 0.3147128245476003,
"eval_loss": 0.7922729849815369,
"eval_runtime": 28.7104,
"eval_samples_per_second": 18.669,
"eval_steps_per_second": 2.334,
"step": 25
},
{
"epoch": 0.32730133752950435,
"grad_norm": 1.1050761938095093,
"learning_rate": 5e-05,
"loss": 0.9919,
"step": 26
},
{
"epoch": 0.33988985051140835,
"grad_norm": 1.3330028057098389,
"learning_rate": 4.6729843538492847e-05,
"loss": 0.9198,
"step": 27
},
{
"epoch": 0.35247836349331235,
"grad_norm": 1.1018527746200562,
"learning_rate": 4.347369038899744e-05,
"loss": 0.8412,
"step": 28
},
{
"epoch": 0.36506687647521635,
"grad_norm": 0.9233662486076355,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.8082,
"step": 29
},
{
"epoch": 0.3776553894571204,
"grad_norm": 0.9848074316978455,
"learning_rate": 3.705904774487396e-05,
"loss": 0.7682,
"step": 30
},
{
"epoch": 0.3902439024390244,
"grad_norm": 0.8084222674369812,
"learning_rate": 3.392802673484193e-05,
"loss": 0.6514,
"step": 31
},
{
"epoch": 0.4028324154209284,
"grad_norm": 1.097373127937317,
"learning_rate": 3.086582838174551e-05,
"loss": 0.7189,
"step": 32
},
{
"epoch": 0.4154209284028324,
"grad_norm": 1.6498360633850098,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.6969,
"step": 33
},
{
"epoch": 0.42800944138473646,
"grad_norm": 1.8005599975585938,
"learning_rate": 2.500000000000001e-05,
"loss": 0.6476,
"step": 34
},
{
"epoch": 0.44059795436664045,
"grad_norm": 1.278456687927246,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5076,
"step": 35
},
{
"epoch": 0.45318646734854445,
"grad_norm": 1.1756541728973389,
"learning_rate": 1.9561928549563968e-05,
"loss": 0.5192,
"step": 36
},
{
"epoch": 0.46577498033044845,
"grad_norm": 1.3729151487350464,
"learning_rate": 1.703270924499656e-05,
"loss": 0.5166,
"step": 37
},
{
"epoch": 0.4783634933123525,
"grad_norm": 1.0366138219833374,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.6122,
"step": 38
},
{
"epoch": 0.4909520062942565,
"grad_norm": 0.9966530203819275,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.7652,
"step": 39
},
{
"epoch": 0.5035405192761605,
"grad_norm": 0.8695334196090698,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.629,
"step": 40
},
{
"epoch": 0.5161290322580645,
"grad_norm": 1.0313053131103516,
"learning_rate": 8.426519384872733e-06,
"loss": 0.6526,
"step": 41
},
{
"epoch": 0.5287175452399685,
"grad_norm": 0.9505526423454285,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6085,
"step": 42
},
{
"epoch": 0.5413060582218725,
"grad_norm": 1.02927565574646,
"learning_rate": 5.156362923365588e-06,
"loss": 0.5774,
"step": 43
},
{
"epoch": 0.5538945712037766,
"grad_norm": 0.9868349432945251,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.4886,
"step": 44
},
{
"epoch": 0.5664830841856806,
"grad_norm": 1.0703577995300293,
"learning_rate": 2.653493525244721e-06,
"loss": 0.5164,
"step": 45
},
{
"epoch": 0.5790715971675846,
"grad_norm": 0.9647153615951538,
"learning_rate": 1.70370868554659e-06,
"loss": 0.4849,
"step": 46
},
{
"epoch": 0.5916601101494886,
"grad_norm": 1.2369579076766968,
"learning_rate": 9.607359798384785e-07,
"loss": 0.425,
"step": 47
},
{
"epoch": 0.6042486231313926,
"grad_norm": 1.017994999885559,
"learning_rate": 4.277569313094809e-07,
"loss": 0.3793,
"step": 48
},
{
"epoch": 0.6168371361132966,
"grad_norm": 1.1479705572128296,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.3435,
"step": 49
},
{
"epoch": 0.6294256490952006,
"grad_norm": 1.798177719116211,
"learning_rate": 0.0,
"loss": 0.4222,
"step": 50
},
{
"epoch": 0.6294256490952006,
"eval_loss": 0.4945218563079834,
"eval_runtime": 28.7393,
"eval_samples_per_second": 18.65,
"eval_steps_per_second": 2.331,
"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": 1.1111570021023744e+18,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}