jssky's picture
Training in progress, step 50, checkpoint
a379b1f verified
{
"best_metric": 1.6392896175384521,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.6514657980456026,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.013029315960912053,
"grad_norm": 4.139136791229248,
"learning_rate": 5e-05,
"loss": 4.4207,
"step": 1
},
{
"epoch": 0.013029315960912053,
"eval_loss": 6.510675430297852,
"eval_runtime": 15.7697,
"eval_samples_per_second": 32.784,
"eval_steps_per_second": 4.122,
"step": 1
},
{
"epoch": 0.026058631921824105,
"grad_norm": 4.689591407775879,
"learning_rate": 0.0001,
"loss": 4.8966,
"step": 2
},
{
"epoch": 0.03908794788273615,
"grad_norm": 5.493028163909912,
"learning_rate": 9.989294616193017e-05,
"loss": 4.8022,
"step": 3
},
{
"epoch": 0.05211726384364821,
"grad_norm": 4.579153537750244,
"learning_rate": 9.957224306869053e-05,
"loss": 4.1035,
"step": 4
},
{
"epoch": 0.06514657980456026,
"grad_norm": 4.905165672302246,
"learning_rate": 9.903926402016153e-05,
"loss": 3.2565,
"step": 5
},
{
"epoch": 0.0781758957654723,
"grad_norm": 3.7031538486480713,
"learning_rate": 9.829629131445342e-05,
"loss": 2.7356,
"step": 6
},
{
"epoch": 0.09120521172638436,
"grad_norm": 3.1968441009521484,
"learning_rate": 9.73465064747553e-05,
"loss": 2.7279,
"step": 7
},
{
"epoch": 0.10423452768729642,
"grad_norm": 3.473313093185425,
"learning_rate": 9.619397662556435e-05,
"loss": 2.4495,
"step": 8
},
{
"epoch": 0.11726384364820847,
"grad_norm": 3.8224689960479736,
"learning_rate": 9.484363707663442e-05,
"loss": 2.2317,
"step": 9
},
{
"epoch": 0.13029315960912052,
"grad_norm": 2.7436556816101074,
"learning_rate": 9.330127018922194e-05,
"loss": 2.1773,
"step": 10
},
{
"epoch": 0.14332247557003258,
"grad_norm": 3.2410264015197754,
"learning_rate": 9.157348061512727e-05,
"loss": 1.8731,
"step": 11
},
{
"epoch": 0.1563517915309446,
"grad_norm": 7.049959182739258,
"learning_rate": 8.966766701456177e-05,
"loss": 1.5939,
"step": 12
},
{
"epoch": 0.16938110749185667,
"grad_norm": 9.249019622802734,
"learning_rate": 8.759199037394887e-05,
"loss": 2.9236,
"step": 13
},
{
"epoch": 0.18241042345276873,
"grad_norm": 7.12423849105835,
"learning_rate": 8.535533905932738e-05,
"loss": 2.6659,
"step": 14
},
{
"epoch": 0.19543973941368079,
"grad_norm": 3.718914270401001,
"learning_rate": 8.296729075500344e-05,
"loss": 2.3087,
"step": 15
},
{
"epoch": 0.20846905537459284,
"grad_norm": 2.0409340858459473,
"learning_rate": 8.043807145043604e-05,
"loss": 2.3382,
"step": 16
},
{
"epoch": 0.22149837133550487,
"grad_norm": 2.006042242050171,
"learning_rate": 7.777851165098012e-05,
"loss": 2.1424,
"step": 17
},
{
"epoch": 0.23452768729641693,
"grad_norm": 2.1970691680908203,
"learning_rate": 7.500000000000001e-05,
"loss": 2.0763,
"step": 18
},
{
"epoch": 0.247557003257329,
"grad_norm": 2.3917160034179688,
"learning_rate": 7.211443451095007e-05,
"loss": 2.1011,
"step": 19
},
{
"epoch": 0.26058631921824105,
"grad_norm": 2.2477595806121826,
"learning_rate": 6.91341716182545e-05,
"loss": 2.0157,
"step": 20
},
{
"epoch": 0.2736156351791531,
"grad_norm": 1.7341458797454834,
"learning_rate": 6.607197326515808e-05,
"loss": 1.8822,
"step": 21
},
{
"epoch": 0.28664495114006516,
"grad_norm": 1.9003583192825317,
"learning_rate": 6.294095225512603e-05,
"loss": 1.8711,
"step": 22
},
{
"epoch": 0.2996742671009772,
"grad_norm": 1.9300239086151123,
"learning_rate": 5.9754516100806423e-05,
"loss": 1.4577,
"step": 23
},
{
"epoch": 0.3127035830618892,
"grad_norm": 1.921851634979248,
"learning_rate": 5.6526309611002594e-05,
"loss": 1.2073,
"step": 24
},
{
"epoch": 0.3257328990228013,
"grad_norm": 9.920126914978027,
"learning_rate": 5.327015646150716e-05,
"loss": 0.6304,
"step": 25
},
{
"epoch": 0.3257328990228013,
"eval_loss": 1.8528634309768677,
"eval_runtime": 15.7871,
"eval_samples_per_second": 32.748,
"eval_steps_per_second": 4.117,
"step": 25
},
{
"epoch": 0.33876221498371334,
"grad_norm": 3.202028751373291,
"learning_rate": 5e-05,
"loss": 2.3397,
"step": 26
},
{
"epoch": 0.3517915309446254,
"grad_norm": 2.898632764816284,
"learning_rate": 4.6729843538492847e-05,
"loss": 2.2195,
"step": 27
},
{
"epoch": 0.36482084690553745,
"grad_norm": 2.4346694946289062,
"learning_rate": 4.347369038899744e-05,
"loss": 1.9748,
"step": 28
},
{
"epoch": 0.3778501628664495,
"grad_norm": 2.3225157260894775,
"learning_rate": 4.0245483899193595e-05,
"loss": 2.0881,
"step": 29
},
{
"epoch": 0.39087947882736157,
"grad_norm": 1.7192515134811401,
"learning_rate": 3.705904774487396e-05,
"loss": 1.7137,
"step": 30
},
{
"epoch": 0.40390879478827363,
"grad_norm": 1.475867509841919,
"learning_rate": 3.392802673484193e-05,
"loss": 1.8545,
"step": 31
},
{
"epoch": 0.4169381107491857,
"grad_norm": 1.7031975984573364,
"learning_rate": 3.086582838174551e-05,
"loss": 1.824,
"step": 32
},
{
"epoch": 0.42996742671009774,
"grad_norm": 1.7940890789031982,
"learning_rate": 2.7885565489049946e-05,
"loss": 1.8246,
"step": 33
},
{
"epoch": 0.44299674267100975,
"grad_norm": 1.6462401151657104,
"learning_rate": 2.500000000000001e-05,
"loss": 1.6737,
"step": 34
},
{
"epoch": 0.4560260586319218,
"grad_norm": 1.8870519399642944,
"learning_rate": 2.2221488349019903e-05,
"loss": 1.5229,
"step": 35
},
{
"epoch": 0.46905537459283386,
"grad_norm": 2.078465223312378,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.4339,
"step": 36
},
{
"epoch": 0.4820846905537459,
"grad_norm": 2.843310832977295,
"learning_rate": 1.703270924499656e-05,
"loss": 1.1289,
"step": 37
},
{
"epoch": 0.495114006514658,
"grad_norm": 1.7793502807617188,
"learning_rate": 1.4644660940672627e-05,
"loss": 1.8975,
"step": 38
},
{
"epoch": 0.50814332247557,
"grad_norm": 1.516412377357483,
"learning_rate": 1.2408009626051137e-05,
"loss": 2.003,
"step": 39
},
{
"epoch": 0.5211726384364821,
"grad_norm": 1.5982497930526733,
"learning_rate": 1.0332332985438248e-05,
"loss": 1.9499,
"step": 40
},
{
"epoch": 0.5342019543973942,
"grad_norm": 1.562781810760498,
"learning_rate": 8.426519384872733e-06,
"loss": 1.8598,
"step": 41
},
{
"epoch": 0.5472312703583062,
"grad_norm": 1.4703500270843506,
"learning_rate": 6.698729810778065e-06,
"loss": 1.8388,
"step": 42
},
{
"epoch": 0.5602605863192183,
"grad_norm": 1.4454585313796997,
"learning_rate": 5.156362923365588e-06,
"loss": 1.8969,
"step": 43
},
{
"epoch": 0.5732899022801303,
"grad_norm": 1.5187628269195557,
"learning_rate": 3.8060233744356633e-06,
"loss": 1.7079,
"step": 44
},
{
"epoch": 0.5863192182410424,
"grad_norm": 1.3791704177856445,
"learning_rate": 2.653493525244721e-06,
"loss": 1.5546,
"step": 45
},
{
"epoch": 0.5993485342019544,
"grad_norm": 1.5736020803451538,
"learning_rate": 1.70370868554659e-06,
"loss": 1.6179,
"step": 46
},
{
"epoch": 0.6123778501628665,
"grad_norm": 1.7379757165908813,
"learning_rate": 9.607359798384785e-07,
"loss": 1.7742,
"step": 47
},
{
"epoch": 0.6254071661237784,
"grad_norm": 1.689818024635315,
"learning_rate": 4.277569313094809e-07,
"loss": 1.352,
"step": 48
},
{
"epoch": 0.6384364820846905,
"grad_norm": 1.7637438774108887,
"learning_rate": 1.0705383806982606e-07,
"loss": 1.1788,
"step": 49
},
{
"epoch": 0.6514657980456026,
"grad_norm": 2.6566402912139893,
"learning_rate": 0.0,
"loss": 0.5134,
"step": 50
},
{
"epoch": 0.6514657980456026,
"eval_loss": 1.6392896175384521,
"eval_runtime": 15.8031,
"eval_samples_per_second": 32.715,
"eval_steps_per_second": 4.113,
"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": 5.968083617316864e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}