DeepDream2045's picture
Training in progress, step 50, checkpoint
10032ac verified
{
"best_metric": 11.9196138381958,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.5444015444015444,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03088803088803089,
"grad_norm": 0.06109972670674324,
"learning_rate": 5e-05,
"loss": 11.9221,
"step": 1
},
{
"epoch": 0.03088803088803089,
"eval_loss": 11.928597450256348,
"eval_runtime": 0.828,
"eval_samples_per_second": 264.478,
"eval_steps_per_second": 33.814,
"step": 1
},
{
"epoch": 0.06177606177606178,
"grad_norm": 0.07205282151699066,
"learning_rate": 0.0001,
"loss": 11.926,
"step": 2
},
{
"epoch": 0.09266409266409266,
"grad_norm": 0.0648089349269867,
"learning_rate": 9.989294616193017e-05,
"loss": 11.9224,
"step": 3
},
{
"epoch": 0.12355212355212356,
"grad_norm": 0.08991728723049164,
"learning_rate": 9.957224306869053e-05,
"loss": 11.9314,
"step": 4
},
{
"epoch": 0.15444015444015444,
"grad_norm": 0.10385900735855103,
"learning_rate": 9.903926402016153e-05,
"loss": 11.9305,
"step": 5
},
{
"epoch": 0.18532818532818532,
"grad_norm": 0.08745633810758591,
"learning_rate": 9.829629131445342e-05,
"loss": 11.9325,
"step": 6
},
{
"epoch": 0.21621621621621623,
"grad_norm": 0.09449993818998337,
"learning_rate": 9.73465064747553e-05,
"loss": 11.9301,
"step": 7
},
{
"epoch": 0.2471042471042471,
"grad_norm": 0.11885674297809601,
"learning_rate": 9.619397662556435e-05,
"loss": 11.9337,
"step": 8
},
{
"epoch": 0.277992277992278,
"grad_norm": 0.061852987855672836,
"learning_rate": 9.484363707663442e-05,
"loss": 11.9292,
"step": 9
},
{
"epoch": 0.3088803088803089,
"grad_norm": 0.05906722694635391,
"learning_rate": 9.330127018922194e-05,
"loss": 11.9272,
"step": 10
},
{
"epoch": 0.33976833976833976,
"grad_norm": 0.06637009233236313,
"learning_rate": 9.157348061512727e-05,
"loss": 11.9279,
"step": 11
},
{
"epoch": 0.37065637065637064,
"grad_norm": 0.08344832062721252,
"learning_rate": 8.966766701456177e-05,
"loss": 11.9264,
"step": 12
},
{
"epoch": 0.4015444015444015,
"grad_norm": 0.09188637137413025,
"learning_rate": 8.759199037394887e-05,
"loss": 11.9299,
"step": 13
},
{
"epoch": 0.43243243243243246,
"grad_norm": 0.10101278871297836,
"learning_rate": 8.535533905932738e-05,
"loss": 11.9287,
"step": 14
},
{
"epoch": 0.46332046332046334,
"grad_norm": 0.11991675198078156,
"learning_rate": 8.296729075500344e-05,
"loss": 11.9296,
"step": 15
},
{
"epoch": 0.4942084942084942,
"grad_norm": 0.12269867956638336,
"learning_rate": 8.043807145043604e-05,
"loss": 11.9358,
"step": 16
},
{
"epoch": 0.525096525096525,
"grad_norm": 0.06880807876586914,
"learning_rate": 7.777851165098012e-05,
"loss": 11.9237,
"step": 17
},
{
"epoch": 0.555984555984556,
"grad_norm": 0.0790449008345604,
"learning_rate": 7.500000000000001e-05,
"loss": 11.9237,
"step": 18
},
{
"epoch": 0.5868725868725869,
"grad_norm": 0.07787377387285233,
"learning_rate": 7.211443451095007e-05,
"loss": 11.927,
"step": 19
},
{
"epoch": 0.6177606177606177,
"grad_norm": 0.10630682855844498,
"learning_rate": 6.91341716182545e-05,
"loss": 11.9244,
"step": 20
},
{
"epoch": 0.6486486486486487,
"grad_norm": 0.1050586923956871,
"learning_rate": 6.607197326515808e-05,
"loss": 11.9249,
"step": 21
},
{
"epoch": 0.6795366795366795,
"grad_norm": 0.12070325016975403,
"learning_rate": 6.294095225512603e-05,
"loss": 11.9281,
"step": 22
},
{
"epoch": 0.7104247104247104,
"grad_norm": 0.11996880918741226,
"learning_rate": 5.9754516100806423e-05,
"loss": 11.9255,
"step": 23
},
{
"epoch": 0.7413127413127413,
"grad_norm": 0.16234727203845978,
"learning_rate": 5.6526309611002594e-05,
"loss": 11.9262,
"step": 24
},
{
"epoch": 0.7722007722007722,
"grad_norm": 0.07762131094932556,
"learning_rate": 5.327015646150716e-05,
"loss": 11.9224,
"step": 25
},
{
"epoch": 0.7722007722007722,
"eval_loss": 11.924177169799805,
"eval_runtime": 0.7805,
"eval_samples_per_second": 280.597,
"eval_steps_per_second": 35.875,
"step": 25
},
{
"epoch": 0.803088803088803,
"grad_norm": 0.07824923098087311,
"learning_rate": 5e-05,
"loss": 11.9248,
"step": 26
},
{
"epoch": 0.833976833976834,
"grad_norm": 0.1009729653596878,
"learning_rate": 4.6729843538492847e-05,
"loss": 11.9261,
"step": 27
},
{
"epoch": 0.8648648648648649,
"grad_norm": 0.12158763408660889,
"learning_rate": 4.347369038899744e-05,
"loss": 11.9224,
"step": 28
},
{
"epoch": 0.8957528957528957,
"grad_norm": 0.14848434925079346,
"learning_rate": 4.0245483899193595e-05,
"loss": 11.9251,
"step": 29
},
{
"epoch": 0.9266409266409267,
"grad_norm": 0.15349432826042175,
"learning_rate": 3.705904774487396e-05,
"loss": 11.9235,
"step": 30
},
{
"epoch": 0.9575289575289575,
"grad_norm": 0.1826583743095398,
"learning_rate": 3.392802673484193e-05,
"loss": 11.9222,
"step": 31
},
{
"epoch": 0.9884169884169884,
"grad_norm": 0.16778188943862915,
"learning_rate": 3.086582838174551e-05,
"loss": 11.9317,
"step": 32
},
{
"epoch": 1.0193050193050193,
"grad_norm": 0.1833105981349945,
"learning_rate": 2.7885565489049946e-05,
"loss": 19.424,
"step": 33
},
{
"epoch": 1.05019305019305,
"grad_norm": 0.0869530737400055,
"learning_rate": 2.500000000000001e-05,
"loss": 12.095,
"step": 34
},
{
"epoch": 1.0810810810810811,
"grad_norm": 0.11778981238603592,
"learning_rate": 2.2221488349019903e-05,
"loss": 11.902,
"step": 35
},
{
"epoch": 1.111969111969112,
"grad_norm": 0.1222325935959816,
"learning_rate": 1.9561928549563968e-05,
"loss": 12.3136,
"step": 36
},
{
"epoch": 1.1428571428571428,
"grad_norm": 0.14096081256866455,
"learning_rate": 1.703270924499656e-05,
"loss": 11.603,
"step": 37
},
{
"epoch": 1.1737451737451738,
"grad_norm": 0.15266837179660797,
"learning_rate": 1.4644660940672627e-05,
"loss": 11.896,
"step": 38
},
{
"epoch": 1.2046332046332047,
"grad_norm": 0.15551863610744476,
"learning_rate": 1.2408009626051137e-05,
"loss": 11.6295,
"step": 39
},
{
"epoch": 1.2355212355212355,
"grad_norm": 0.19857841730117798,
"learning_rate": 1.0332332985438248e-05,
"loss": 12.065,
"step": 40
},
{
"epoch": 1.2664092664092665,
"grad_norm": 0.13945285975933075,
"learning_rate": 8.426519384872733e-06,
"loss": 11.2033,
"step": 41
},
{
"epoch": 1.2972972972972974,
"grad_norm": 0.09375537186861038,
"learning_rate": 6.698729810778065e-06,
"loss": 12.0239,
"step": 42
},
{
"epoch": 1.3281853281853282,
"grad_norm": 0.11622730642557144,
"learning_rate": 5.156362923365588e-06,
"loss": 13.0858,
"step": 43
},
{
"epoch": 1.359073359073359,
"grad_norm": 0.13087835907936096,
"learning_rate": 3.8060233744356633e-06,
"loss": 11.6548,
"step": 44
},
{
"epoch": 1.3899613899613898,
"grad_norm": 0.17029710114002228,
"learning_rate": 2.653493525244721e-06,
"loss": 11.7197,
"step": 45
},
{
"epoch": 1.420849420849421,
"grad_norm": 0.14172868430614471,
"learning_rate": 1.70370868554659e-06,
"loss": 11.5624,
"step": 46
},
{
"epoch": 1.4517374517374517,
"grad_norm": 0.16212929785251617,
"learning_rate": 9.607359798384785e-07,
"loss": 11.9965,
"step": 47
},
{
"epoch": 1.4826254826254825,
"grad_norm": 0.19312851130962372,
"learning_rate": 4.277569313094809e-07,
"loss": 12.248,
"step": 48
},
{
"epoch": 1.5135135135135136,
"grad_norm": 0.13117873668670654,
"learning_rate": 1.0705383806982606e-07,
"loss": 10.6341,
"step": 49
},
{
"epoch": 1.5444015444015444,
"grad_norm": 0.09648028761148453,
"learning_rate": 0.0,
"loss": 13.4304,
"step": 50
},
{
"epoch": 1.5444015444015444,
"eval_loss": 11.9196138381958,
"eval_runtime": 0.7842,
"eval_samples_per_second": 279.277,
"eval_steps_per_second": 35.707,
"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": 1042494259200.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}