vdos's picture
Training in progress, step 50, checkpoint
7cd1b97 verified
{
"best_metric": 0.7745351195335388,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 1.4184397163120568,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.028368794326241134,
"grad_norm": 0.3985974192619324,
"learning_rate": 5e-05,
"loss": 1.6702,
"step": 1
},
{
"epoch": 0.028368794326241134,
"eval_loss": 1.899458646774292,
"eval_runtime": 2.2162,
"eval_samples_per_second": 107.393,
"eval_steps_per_second": 13.537,
"step": 1
},
{
"epoch": 0.05673758865248227,
"grad_norm": 0.5140787959098816,
"learning_rate": 0.0001,
"loss": 1.7848,
"step": 2
},
{
"epoch": 0.0851063829787234,
"grad_norm": 0.5856381058692932,
"learning_rate": 9.989294616193017e-05,
"loss": 1.8057,
"step": 3
},
{
"epoch": 0.11347517730496454,
"grad_norm": 0.6149824261665344,
"learning_rate": 9.957224306869053e-05,
"loss": 1.8163,
"step": 4
},
{
"epoch": 0.14184397163120568,
"grad_norm": 0.7225697636604309,
"learning_rate": 9.903926402016153e-05,
"loss": 1.7495,
"step": 5
},
{
"epoch": 0.1702127659574468,
"grad_norm": 0.740507185459137,
"learning_rate": 9.829629131445342e-05,
"loss": 1.6687,
"step": 6
},
{
"epoch": 0.19858156028368795,
"grad_norm": 0.7978124022483826,
"learning_rate": 9.73465064747553e-05,
"loss": 1.4804,
"step": 7
},
{
"epoch": 0.22695035460992907,
"grad_norm": 0.8922854065895081,
"learning_rate": 9.619397662556435e-05,
"loss": 1.3501,
"step": 8
},
{
"epoch": 0.2553191489361702,
"grad_norm": 0.579936146736145,
"learning_rate": 9.484363707663442e-05,
"loss": 1.4268,
"step": 9
},
{
"epoch": 0.28368794326241137,
"grad_norm": 0.4345473647117615,
"learning_rate": 9.330127018922194e-05,
"loss": 1.3293,
"step": 10
},
{
"epoch": 0.3120567375886525,
"grad_norm": 0.44009342789649963,
"learning_rate": 9.157348061512727e-05,
"loss": 1.2333,
"step": 11
},
{
"epoch": 0.3404255319148936,
"grad_norm": 0.46212610602378845,
"learning_rate": 8.966766701456177e-05,
"loss": 1.162,
"step": 12
},
{
"epoch": 0.36879432624113473,
"grad_norm": 0.4617663621902466,
"learning_rate": 8.759199037394887e-05,
"loss": 1.1012,
"step": 13
},
{
"epoch": 0.3971631205673759,
"grad_norm": 0.4596976935863495,
"learning_rate": 8.535533905932738e-05,
"loss": 0.9991,
"step": 14
},
{
"epoch": 0.425531914893617,
"grad_norm": 0.4672059714794159,
"learning_rate": 8.296729075500344e-05,
"loss": 0.8918,
"step": 15
},
{
"epoch": 0.45390070921985815,
"grad_norm": 0.4531814754009247,
"learning_rate": 8.043807145043604e-05,
"loss": 0.7934,
"step": 16
},
{
"epoch": 0.48226950354609927,
"grad_norm": 0.6572938561439514,
"learning_rate": 7.777851165098012e-05,
"loss": 0.7457,
"step": 17
},
{
"epoch": 0.5106382978723404,
"grad_norm": 0.6012714505195618,
"learning_rate": 7.500000000000001e-05,
"loss": 1.1878,
"step": 18
},
{
"epoch": 0.5390070921985816,
"grad_norm": 0.6261995434761047,
"learning_rate": 7.211443451095007e-05,
"loss": 1.1167,
"step": 19
},
{
"epoch": 0.5673758865248227,
"grad_norm": 0.5403241515159607,
"learning_rate": 6.91341716182545e-05,
"loss": 1.0432,
"step": 20
},
{
"epoch": 0.5957446808510638,
"grad_norm": 0.42570388317108154,
"learning_rate": 6.607197326515808e-05,
"loss": 0.8996,
"step": 21
},
{
"epoch": 0.624113475177305,
"grad_norm": 0.36389097571372986,
"learning_rate": 6.294095225512603e-05,
"loss": 0.846,
"step": 22
},
{
"epoch": 0.6524822695035462,
"grad_norm": 0.3820289969444275,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.7839,
"step": 23
},
{
"epoch": 0.6808510638297872,
"grad_norm": 0.4526003301143646,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.6523,
"step": 24
},
{
"epoch": 0.7092198581560284,
"grad_norm": 0.510269045829773,
"learning_rate": 5.327015646150716e-05,
"loss": 0.6165,
"step": 25
},
{
"epoch": 0.7092198581560284,
"eval_loss": 0.8404024839401245,
"eval_runtime": 2.2097,
"eval_samples_per_second": 107.708,
"eval_steps_per_second": 13.577,
"step": 25
},
{
"epoch": 0.7375886524822695,
"grad_norm": 0.6525234580039978,
"learning_rate": 5e-05,
"loss": 0.6425,
"step": 26
},
{
"epoch": 0.7659574468085106,
"grad_norm": 0.37175679206848145,
"learning_rate": 4.6729843538492847e-05,
"loss": 1.0672,
"step": 27
},
{
"epoch": 0.7943262411347518,
"grad_norm": 0.3560580015182495,
"learning_rate": 4.347369038899744e-05,
"loss": 0.9941,
"step": 28
},
{
"epoch": 0.8226950354609929,
"grad_norm": 0.29323962330818176,
"learning_rate": 4.0245483899193595e-05,
"loss": 0.9064,
"step": 29
},
{
"epoch": 0.851063829787234,
"grad_norm": 0.2811514437198639,
"learning_rate": 3.705904774487396e-05,
"loss": 0.8322,
"step": 30
},
{
"epoch": 0.8794326241134752,
"grad_norm": 0.24265116453170776,
"learning_rate": 3.392802673484193e-05,
"loss": 0.7745,
"step": 31
},
{
"epoch": 0.9078014184397163,
"grad_norm": 0.2871304154396057,
"learning_rate": 3.086582838174551e-05,
"loss": 0.6722,
"step": 32
},
{
"epoch": 0.9361702127659575,
"grad_norm": 0.31180500984191895,
"learning_rate": 2.7885565489049946e-05,
"loss": 0.6407,
"step": 33
},
{
"epoch": 0.9645390070921985,
"grad_norm": 0.3772461712360382,
"learning_rate": 2.500000000000001e-05,
"loss": 0.5475,
"step": 34
},
{
"epoch": 0.9929078014184397,
"grad_norm": 0.8375016450881958,
"learning_rate": 2.2221488349019903e-05,
"loss": 0.5158,
"step": 35
},
{
"epoch": 1.0212765957446808,
"grad_norm": 0.6372146606445312,
"learning_rate": 1.9561928549563968e-05,
"loss": 1.7406,
"step": 36
},
{
"epoch": 1.049645390070922,
"grad_norm": 0.44848495721817017,
"learning_rate": 1.703270924499656e-05,
"loss": 0.9688,
"step": 37
},
{
"epoch": 1.0780141843971631,
"grad_norm": 0.3469182550907135,
"learning_rate": 1.4644660940672627e-05,
"loss": 0.8563,
"step": 38
},
{
"epoch": 1.1063829787234043,
"grad_norm": 0.3276442885398865,
"learning_rate": 1.2408009626051137e-05,
"loss": 0.7992,
"step": 39
},
{
"epoch": 1.1347517730496455,
"grad_norm": 0.3271907866001129,
"learning_rate": 1.0332332985438248e-05,
"loss": 0.7209,
"step": 40
},
{
"epoch": 1.1631205673758864,
"grad_norm": 0.30662497878074646,
"learning_rate": 8.426519384872733e-06,
"loss": 0.6576,
"step": 41
},
{
"epoch": 1.1914893617021276,
"grad_norm": 0.3411548435688019,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6093,
"step": 42
},
{
"epoch": 1.2198581560283688,
"grad_norm": 0.4294974207878113,
"learning_rate": 5.156362923365588e-06,
"loss": 0.5507,
"step": 43
},
{
"epoch": 1.24822695035461,
"grad_norm": 0.3823366165161133,
"learning_rate": 3.8060233744356633e-06,
"loss": 0.307,
"step": 44
},
{
"epoch": 1.2765957446808511,
"grad_norm": 0.6564927101135254,
"learning_rate": 2.653493525244721e-06,
"loss": 1.454,
"step": 45
},
{
"epoch": 1.3049645390070923,
"grad_norm": 0.41464975476264954,
"learning_rate": 1.70370868554659e-06,
"loss": 0.9198,
"step": 46
},
{
"epoch": 1.3333333333333333,
"grad_norm": 0.3397634029388428,
"learning_rate": 9.607359798384785e-07,
"loss": 0.8463,
"step": 47
},
{
"epoch": 1.3617021276595744,
"grad_norm": 0.34161895513534546,
"learning_rate": 4.277569313094809e-07,
"loss": 0.7787,
"step": 48
},
{
"epoch": 1.3900709219858156,
"grad_norm": 0.2931356132030487,
"learning_rate": 1.0705383806982606e-07,
"loss": 0.7096,
"step": 49
},
{
"epoch": 1.4184397163120568,
"grad_norm": 0.3229428231716156,
"learning_rate": 0.0,
"loss": 0.672,
"step": 50
},
{
"epoch": 1.4184397163120568,
"eval_loss": 0.7745351195335388,
"eval_runtime": 2.2071,
"eval_samples_per_second": 107.834,
"eval_steps_per_second": 13.592,
"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": 8.33416392081408e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}