RoyJoy's picture
Training in progress, step 50, checkpoint
32dbd5e verified
{
"best_metric": 5.28487491607666,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.22560631697687536,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0045121263395375075,
"grad_norm": 0.779909610748291,
"learning_rate": 5e-05,
"loss": 5.4973,
"step": 1
},
{
"epoch": 0.0045121263395375075,
"eval_loss": 5.5700364112854,
"eval_runtime": 17.0098,
"eval_samples_per_second": 87.773,
"eval_steps_per_second": 10.994,
"step": 1
},
{
"epoch": 0.009024252679075015,
"grad_norm": 0.7312822937965393,
"learning_rate": 0.0001,
"loss": 5.4864,
"step": 2
},
{
"epoch": 0.01353637901861252,
"grad_norm": 0.6232210397720337,
"learning_rate": 9.989294616193017e-05,
"loss": 5.4522,
"step": 3
},
{
"epoch": 0.01804850535815003,
"grad_norm": 1.3436734676361084,
"learning_rate": 9.957224306869053e-05,
"loss": 5.5301,
"step": 4
},
{
"epoch": 0.022560631697687534,
"grad_norm": 0.7657508254051208,
"learning_rate": 9.903926402016153e-05,
"loss": 5.4629,
"step": 5
},
{
"epoch": 0.02707275803722504,
"grad_norm": 0.3754770755767822,
"learning_rate": 9.829629131445342e-05,
"loss": 5.4092,
"step": 6
},
{
"epoch": 0.03158488437676255,
"grad_norm": 0.349260538816452,
"learning_rate": 9.73465064747553e-05,
"loss": 5.4115,
"step": 7
},
{
"epoch": 0.03609701071630006,
"grad_norm": 0.3250214755535126,
"learning_rate": 9.619397662556435e-05,
"loss": 5.4518,
"step": 8
},
{
"epoch": 0.04060913705583756,
"grad_norm": 0.3496224582195282,
"learning_rate": 9.484363707663442e-05,
"loss": 5.4726,
"step": 9
},
{
"epoch": 0.04512126339537507,
"grad_norm": 0.34312787652015686,
"learning_rate": 9.330127018922194e-05,
"loss": 5.4703,
"step": 10
},
{
"epoch": 0.049633389734912575,
"grad_norm": 0.32074207067489624,
"learning_rate": 9.157348061512727e-05,
"loss": 5.4666,
"step": 11
},
{
"epoch": 0.05414551607445008,
"grad_norm": 0.3685069978237152,
"learning_rate": 8.966766701456177e-05,
"loss": 5.4333,
"step": 12
},
{
"epoch": 0.05865764241398759,
"grad_norm": 0.3047601282596588,
"learning_rate": 8.759199037394887e-05,
"loss": 5.4115,
"step": 13
},
{
"epoch": 0.0631697687535251,
"grad_norm": 0.48723435401916504,
"learning_rate": 8.535533905932738e-05,
"loss": 5.3694,
"step": 14
},
{
"epoch": 0.0676818950930626,
"grad_norm": 0.5016087293624878,
"learning_rate": 8.296729075500344e-05,
"loss": 5.3333,
"step": 15
},
{
"epoch": 0.07219402143260012,
"grad_norm": 0.35524889826774597,
"learning_rate": 8.043807145043604e-05,
"loss": 5.3867,
"step": 16
},
{
"epoch": 0.07670614777213762,
"grad_norm": 0.3417850136756897,
"learning_rate": 7.777851165098012e-05,
"loss": 5.3897,
"step": 17
},
{
"epoch": 0.08121827411167512,
"grad_norm": 0.3581264317035675,
"learning_rate": 7.500000000000001e-05,
"loss": 5.3349,
"step": 18
},
{
"epoch": 0.08573040045121263,
"grad_norm": 0.37793871760368347,
"learning_rate": 7.211443451095007e-05,
"loss": 5.3239,
"step": 19
},
{
"epoch": 0.09024252679075014,
"grad_norm": 0.37636879086494446,
"learning_rate": 6.91341716182545e-05,
"loss": 5.3461,
"step": 20
},
{
"epoch": 0.09475465313028765,
"grad_norm": 0.376545786857605,
"learning_rate": 6.607197326515808e-05,
"loss": 5.3628,
"step": 21
},
{
"epoch": 0.09926677946982515,
"grad_norm": 0.3357970714569092,
"learning_rate": 6.294095225512603e-05,
"loss": 5.3641,
"step": 22
},
{
"epoch": 0.10377890580936266,
"grad_norm": 0.42382362484931946,
"learning_rate": 5.9754516100806423e-05,
"loss": 5.3917,
"step": 23
},
{
"epoch": 0.10829103214890017,
"grad_norm": 0.43022873997688293,
"learning_rate": 5.6526309611002594e-05,
"loss": 5.3326,
"step": 24
},
{
"epoch": 0.11280315848843768,
"grad_norm": 0.537429690361023,
"learning_rate": 5.327015646150716e-05,
"loss": 5.3388,
"step": 25
},
{
"epoch": 0.11280315848843768,
"eval_loss": 5.323215484619141,
"eval_runtime": 17.0376,
"eval_samples_per_second": 87.63,
"eval_steps_per_second": 10.976,
"step": 25
},
{
"epoch": 0.11731528482797518,
"grad_norm": 0.5437615513801575,
"learning_rate": 5e-05,
"loss": 5.3644,
"step": 26
},
{
"epoch": 0.1218274111675127,
"grad_norm": 0.6228774785995483,
"learning_rate": 4.6729843538492847e-05,
"loss": 5.2771,
"step": 27
},
{
"epoch": 0.1263395375070502,
"grad_norm": 0.5897179245948792,
"learning_rate": 4.347369038899744e-05,
"loss": 5.3137,
"step": 28
},
{
"epoch": 0.1308516638465877,
"grad_norm": 0.6028752326965332,
"learning_rate": 4.0245483899193595e-05,
"loss": 5.3606,
"step": 29
},
{
"epoch": 0.1353637901861252,
"grad_norm": 0.5325168967247009,
"learning_rate": 3.705904774487396e-05,
"loss": 5.3051,
"step": 30
},
{
"epoch": 0.13987591652566272,
"grad_norm": 0.5063620805740356,
"learning_rate": 3.392802673484193e-05,
"loss": 5.2901,
"step": 31
},
{
"epoch": 0.14438804286520024,
"grad_norm": 0.4882858395576477,
"learning_rate": 3.086582838174551e-05,
"loss": 5.2739,
"step": 32
},
{
"epoch": 0.14890016920473773,
"grad_norm": 0.4943495988845825,
"learning_rate": 2.7885565489049946e-05,
"loss": 5.3036,
"step": 33
},
{
"epoch": 0.15341229554427524,
"grad_norm": 0.4519631266593933,
"learning_rate": 2.500000000000001e-05,
"loss": 5.318,
"step": 34
},
{
"epoch": 0.15792442188381275,
"grad_norm": 0.502394437789917,
"learning_rate": 2.2221488349019903e-05,
"loss": 5.3522,
"step": 35
},
{
"epoch": 0.16243654822335024,
"grad_norm": 0.46117448806762695,
"learning_rate": 1.9561928549563968e-05,
"loss": 5.3156,
"step": 36
},
{
"epoch": 0.16694867456288776,
"grad_norm": 0.5970073342323303,
"learning_rate": 1.703270924499656e-05,
"loss": 5.3131,
"step": 37
},
{
"epoch": 0.17146080090242527,
"grad_norm": 0.5500613451004028,
"learning_rate": 1.4644660940672627e-05,
"loss": 5.3299,
"step": 38
},
{
"epoch": 0.17597292724196278,
"grad_norm": 0.537351667881012,
"learning_rate": 1.2408009626051137e-05,
"loss": 5.3052,
"step": 39
},
{
"epoch": 0.18048505358150027,
"grad_norm": 0.6283145546913147,
"learning_rate": 1.0332332985438248e-05,
"loss": 5.2214,
"step": 40
},
{
"epoch": 0.18499717992103779,
"grad_norm": 0.582278311252594,
"learning_rate": 8.426519384872733e-06,
"loss": 5.3105,
"step": 41
},
{
"epoch": 0.1895093062605753,
"grad_norm": 0.5104334354400635,
"learning_rate": 6.698729810778065e-06,
"loss": 5.3162,
"step": 42
},
{
"epoch": 0.19402143260011281,
"grad_norm": 0.4248177409172058,
"learning_rate": 5.156362923365588e-06,
"loss": 5.2871,
"step": 43
},
{
"epoch": 0.1985335589396503,
"grad_norm": 0.41239920258522034,
"learning_rate": 3.8060233744356633e-06,
"loss": 5.2435,
"step": 44
},
{
"epoch": 0.20304568527918782,
"grad_norm": 0.42970484495162964,
"learning_rate": 2.653493525244721e-06,
"loss": 5.2902,
"step": 45
},
{
"epoch": 0.20755781161872533,
"grad_norm": 0.3964599668979645,
"learning_rate": 1.70370868554659e-06,
"loss": 5.3027,
"step": 46
},
{
"epoch": 0.21206993795826284,
"grad_norm": 0.3762015998363495,
"learning_rate": 9.607359798384785e-07,
"loss": 5.307,
"step": 47
},
{
"epoch": 0.21658206429780033,
"grad_norm": 0.46960142254829407,
"learning_rate": 4.277569313094809e-07,
"loss": 5.307,
"step": 48
},
{
"epoch": 0.22109419063733785,
"grad_norm": 0.4847152829170227,
"learning_rate": 1.0705383806982606e-07,
"loss": 5.3012,
"step": 49
},
{
"epoch": 0.22560631697687536,
"grad_norm": 0.5823029279708862,
"learning_rate": 0.0,
"loss": 5.2784,
"step": 50
},
{
"epoch": 0.22560631697687536,
"eval_loss": 5.28487491607666,
"eval_runtime": 17.0383,
"eval_samples_per_second": 87.626,
"eval_steps_per_second": 10.975,
"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": 1.059536353886208e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}