bbytxt's picture
Training in progress, step 50, checkpoint
e47b8fd verified
{
"best_metric": 0.23422786593437195,
"best_model_checkpoint": "miner_id_24/checkpoint-50",
"epoch": 0.8298755186721992,
"eval_steps": 25,
"global_step": 50,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.016597510373443983,
"grad_norm": 0.8566427826881409,
"learning_rate": 5e-06,
"loss": 1.3612,
"step": 1
},
{
"epoch": 0.016597510373443983,
"eval_loss": 0.433116614818573,
"eval_runtime": 38.1295,
"eval_samples_per_second": 2.675,
"eval_steps_per_second": 0.341,
"step": 1
},
{
"epoch": 0.03319502074688797,
"grad_norm": 0.7513838410377502,
"learning_rate": 1e-05,
"loss": 1.9834,
"step": 2
},
{
"epoch": 0.04979253112033195,
"grad_norm": 0.7404050827026367,
"learning_rate": 1.5e-05,
"loss": 1.1839,
"step": 3
},
{
"epoch": 0.06639004149377593,
"grad_norm": 0.8764183521270752,
"learning_rate": 2e-05,
"loss": 1.3947,
"step": 4
},
{
"epoch": 0.08298755186721991,
"grad_norm": 0.8077886700630188,
"learning_rate": 2.5e-05,
"loss": 1.2916,
"step": 5
},
{
"epoch": 0.0995850622406639,
"grad_norm": 0.9004972577095032,
"learning_rate": 3e-05,
"loss": 1.6755,
"step": 6
},
{
"epoch": 0.11618257261410789,
"grad_norm": 0.9186983108520508,
"learning_rate": 3.5e-05,
"loss": 1.2001,
"step": 7
},
{
"epoch": 0.13278008298755187,
"grad_norm": 0.8388381004333496,
"learning_rate": 4e-05,
"loss": 1.5173,
"step": 8
},
{
"epoch": 0.14937759336099585,
"grad_norm": 0.6618286967277527,
"learning_rate": 4.5e-05,
"loss": 0.8895,
"step": 9
},
{
"epoch": 0.16597510373443983,
"grad_norm": 0.609593391418457,
"learning_rate": 5e-05,
"loss": 0.9865,
"step": 10
},
{
"epoch": 0.1825726141078838,
"grad_norm": 0.657666802406311,
"learning_rate": 5.500000000000001e-05,
"loss": 0.9409,
"step": 11
},
{
"epoch": 0.1991701244813278,
"grad_norm": 0.6308622360229492,
"learning_rate": 6e-05,
"loss": 0.7595,
"step": 12
},
{
"epoch": 0.2157676348547718,
"grad_norm": 0.6136456727981567,
"learning_rate": 6.500000000000001e-05,
"loss": 0.8264,
"step": 13
},
{
"epoch": 0.23236514522821577,
"grad_norm": 0.647283673286438,
"learning_rate": 7e-05,
"loss": 0.6253,
"step": 14
},
{
"epoch": 0.24896265560165975,
"grad_norm": 0.611138105392456,
"learning_rate": 7.500000000000001e-05,
"loss": 0.6837,
"step": 15
},
{
"epoch": 0.26556016597510373,
"grad_norm": 0.49807682633399963,
"learning_rate": 8e-05,
"loss": 0.5476,
"step": 16
},
{
"epoch": 0.2821576763485477,
"grad_norm": 0.7244577407836914,
"learning_rate": 8.5e-05,
"loss": 0.5216,
"step": 17
},
{
"epoch": 0.2987551867219917,
"grad_norm": 0.7856899499893188,
"learning_rate": 9e-05,
"loss": 0.6427,
"step": 18
},
{
"epoch": 0.3153526970954357,
"grad_norm": 0.6447245478630066,
"learning_rate": 9.5e-05,
"loss": 0.5674,
"step": 19
},
{
"epoch": 0.33195020746887965,
"grad_norm": 0.8941850066184998,
"learning_rate": 0.0001,
"loss": 0.4936,
"step": 20
},
{
"epoch": 0.34854771784232363,
"grad_norm": 0.7632863521575928,
"learning_rate": 9.972609476841367e-05,
"loss": 0.5072,
"step": 21
},
{
"epoch": 0.3651452282157676,
"grad_norm": 0.742627739906311,
"learning_rate": 9.890738003669029e-05,
"loss": 1.59,
"step": 22
},
{
"epoch": 0.3817427385892116,
"grad_norm": 0.5677568316459656,
"learning_rate": 9.755282581475769e-05,
"loss": 0.4986,
"step": 23
},
{
"epoch": 0.3983402489626556,
"grad_norm": 0.47893428802490234,
"learning_rate": 9.567727288213005e-05,
"loss": 0.4859,
"step": 24
},
{
"epoch": 0.4149377593360996,
"grad_norm": 0.3274975121021271,
"learning_rate": 9.330127018922194e-05,
"loss": 0.7008,
"step": 25
},
{
"epoch": 0.4149377593360996,
"eval_loss": 0.2505565285682678,
"eval_runtime": 38.4539,
"eval_samples_per_second": 2.653,
"eval_steps_per_second": 0.338,
"step": 25
},
{
"epoch": 0.4315352697095436,
"grad_norm": 0.5019552111625671,
"learning_rate": 9.045084971874738e-05,
"loss": 1.2942,
"step": 26
},
{
"epoch": 0.44813278008298757,
"grad_norm": 0.37283846735954285,
"learning_rate": 8.715724127386972e-05,
"loss": 0.8131,
"step": 27
},
{
"epoch": 0.46473029045643155,
"grad_norm": 0.32147935032844543,
"learning_rate": 8.345653031794292e-05,
"loss": 0.452,
"step": 28
},
{
"epoch": 0.48132780082987553,
"grad_norm": 0.40596452355384827,
"learning_rate": 7.938926261462366e-05,
"loss": 0.7471,
"step": 29
},
{
"epoch": 0.4979253112033195,
"grad_norm": 0.31123867630958557,
"learning_rate": 7.500000000000001e-05,
"loss": 1.1211,
"step": 30
},
{
"epoch": 0.5145228215767634,
"grad_norm": 0.3040826916694641,
"learning_rate": 7.033683215379002e-05,
"loss": 0.6645,
"step": 31
},
{
"epoch": 0.5311203319502075,
"grad_norm": 0.360746830701828,
"learning_rate": 6.545084971874738e-05,
"loss": 0.5069,
"step": 32
},
{
"epoch": 0.5477178423236515,
"grad_norm": 0.28188955783843994,
"learning_rate": 6.0395584540887963e-05,
"loss": 0.374,
"step": 33
},
{
"epoch": 0.5643153526970954,
"grad_norm": 0.352664977312088,
"learning_rate": 5.522642316338268e-05,
"loss": 0.5923,
"step": 34
},
{
"epoch": 0.5809128630705395,
"grad_norm": 0.4458906054496765,
"learning_rate": 5e-05,
"loss": 0.9785,
"step": 35
},
{
"epoch": 0.5975103734439834,
"grad_norm": 0.37693920731544495,
"learning_rate": 4.477357683661734e-05,
"loss": 0.4362,
"step": 36
},
{
"epoch": 0.6141078838174274,
"grad_norm": 0.6866313219070435,
"learning_rate": 3.960441545911204e-05,
"loss": 0.8713,
"step": 37
},
{
"epoch": 0.6307053941908713,
"grad_norm": 0.5577489733695984,
"learning_rate": 3.4549150281252636e-05,
"loss": 0.5318,
"step": 38
},
{
"epoch": 0.6473029045643154,
"grad_norm": 0.31835877895355225,
"learning_rate": 2.9663167846209998e-05,
"loss": 0.4399,
"step": 39
},
{
"epoch": 0.6639004149377593,
"grad_norm": 0.4343944489955902,
"learning_rate": 2.500000000000001e-05,
"loss": 0.7351,
"step": 40
},
{
"epoch": 0.6804979253112033,
"grad_norm": 0.6331047415733337,
"learning_rate": 2.061073738537635e-05,
"loss": 0.6234,
"step": 41
},
{
"epoch": 0.6970954356846473,
"grad_norm": 0.2764015793800354,
"learning_rate": 1.6543469682057106e-05,
"loss": 0.5407,
"step": 42
},
{
"epoch": 0.7136929460580913,
"grad_norm": 0.28386223316192627,
"learning_rate": 1.2842758726130283e-05,
"loss": 1.0469,
"step": 43
},
{
"epoch": 0.7302904564315352,
"grad_norm": 0.31652379035949707,
"learning_rate": 9.549150281252633e-06,
"loss": 0.5524,
"step": 44
},
{
"epoch": 0.7468879668049793,
"grad_norm": 0.4024736285209656,
"learning_rate": 6.698729810778065e-06,
"loss": 0.6643,
"step": 45
},
{
"epoch": 0.7634854771784232,
"grad_norm": 0.38829195499420166,
"learning_rate": 4.322727117869951e-06,
"loss": 0.4115,
"step": 46
},
{
"epoch": 0.7800829875518672,
"grad_norm": 0.3871329426765442,
"learning_rate": 2.4471741852423237e-06,
"loss": 0.3885,
"step": 47
},
{
"epoch": 0.7966804979253111,
"grad_norm": 0.2926025986671448,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.584,
"step": 48
},
{
"epoch": 0.8132780082987552,
"grad_norm": 0.2687753438949585,
"learning_rate": 2.7390523158633554e-07,
"loss": 0.907,
"step": 49
},
{
"epoch": 0.8298755186721992,
"grad_norm": 0.24473470449447632,
"learning_rate": 0.0,
"loss": 0.4286,
"step": 50
},
{
"epoch": 0.8298755186721992,
"eval_loss": 0.23422786593437195,
"eval_runtime": 38.453,
"eval_samples_per_second": 2.653,
"eval_steps_per_second": 0.338,
"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": 3,
"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": 2.3699634505383936e+17,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}