lesso01's picture
Training in progress, step 25, checkpoint
af204f3 verified
{
"best_metric": 2.4592623710632324,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.02857959416976279,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0011431837667905116,
"grad_norm": 5.08370304107666,
"learning_rate": 2e-05,
"loss": 16.5546,
"step": 1
},
{
"epoch": 0.0011431837667905116,
"eval_loss": 4.0086774826049805,
"eval_runtime": 68.1057,
"eval_samples_per_second": 5.418,
"eval_steps_per_second": 2.716,
"step": 1
},
{
"epoch": 0.002286367533581023,
"grad_norm": 4.6169304847717285,
"learning_rate": 4e-05,
"loss": 14.4938,
"step": 2
},
{
"epoch": 0.003429551300371535,
"grad_norm": 3.9980452060699463,
"learning_rate": 6e-05,
"loss": 15.4817,
"step": 3
},
{
"epoch": 0.004572735067162046,
"grad_norm": 5.561739444732666,
"learning_rate": 8e-05,
"loss": 14.7683,
"step": 4
},
{
"epoch": 0.005715918833952558,
"grad_norm": 3.723816394805908,
"learning_rate": 0.0001,
"loss": 14.5941,
"step": 5
},
{
"epoch": 0.005715918833952558,
"eval_loss": 3.934452772140503,
"eval_runtime": 67.1504,
"eval_samples_per_second": 5.495,
"eval_steps_per_second": 2.755,
"step": 5
},
{
"epoch": 0.00685910260074307,
"grad_norm": 7.259289741516113,
"learning_rate": 0.00012,
"loss": 17.6895,
"step": 6
},
{
"epoch": 0.00800228636753358,
"grad_norm": 9.807666778564453,
"learning_rate": 0.00014,
"loss": 17.1144,
"step": 7
},
{
"epoch": 0.009145470134324093,
"grad_norm": 8.382555961608887,
"learning_rate": 0.00016,
"loss": 14.5067,
"step": 8
},
{
"epoch": 0.010288653901114605,
"grad_norm": 6.742790222167969,
"learning_rate": 0.00018,
"loss": 11.457,
"step": 9
},
{
"epoch": 0.011431837667905115,
"grad_norm": 8.512904167175293,
"learning_rate": 0.0002,
"loss": 11.6258,
"step": 10
},
{
"epoch": 0.011431837667905115,
"eval_loss": 2.9601454734802246,
"eval_runtime": 68.7087,
"eval_samples_per_second": 5.37,
"eval_steps_per_second": 2.693,
"step": 10
},
{
"epoch": 0.012575021434695627,
"grad_norm": 9.215521812438965,
"learning_rate": 0.00019781476007338058,
"loss": 11.6118,
"step": 11
},
{
"epoch": 0.01371820520148614,
"grad_norm": 10.720466613769531,
"learning_rate": 0.0001913545457642601,
"loss": 11.387,
"step": 12
},
{
"epoch": 0.014861388968276651,
"grad_norm": 9.58012866973877,
"learning_rate": 0.00018090169943749476,
"loss": 12.0335,
"step": 13
},
{
"epoch": 0.01600457273506716,
"grad_norm": 8.0549955368042,
"learning_rate": 0.00016691306063588583,
"loss": 11.5604,
"step": 14
},
{
"epoch": 0.017147756501857674,
"grad_norm": 6.788261413574219,
"learning_rate": 0.00015000000000000001,
"loss": 11.255,
"step": 15
},
{
"epoch": 0.017147756501857674,
"eval_loss": 2.5551671981811523,
"eval_runtime": 67.9449,
"eval_samples_per_second": 5.431,
"eval_steps_per_second": 2.723,
"step": 15
},
{
"epoch": 0.018290940268648186,
"grad_norm": 6.838973522186279,
"learning_rate": 0.00013090169943749476,
"loss": 11.1901,
"step": 16
},
{
"epoch": 0.019434124035438698,
"grad_norm": 8.572029113769531,
"learning_rate": 0.00011045284632676536,
"loss": 10.9187,
"step": 17
},
{
"epoch": 0.02057730780222921,
"grad_norm": 11.447615623474121,
"learning_rate": 8.954715367323468e-05,
"loss": 10.5933,
"step": 18
},
{
"epoch": 0.021720491569019718,
"grad_norm": 11.014549255371094,
"learning_rate": 6.909830056250527e-05,
"loss": 12.2246,
"step": 19
},
{
"epoch": 0.02286367533581023,
"grad_norm": 10.644768714904785,
"learning_rate": 5.000000000000002e-05,
"loss": 9.7867,
"step": 20
},
{
"epoch": 0.02286367533581023,
"eval_loss": 2.4806277751922607,
"eval_runtime": 67.9043,
"eval_samples_per_second": 5.434,
"eval_steps_per_second": 2.724,
"step": 20
},
{
"epoch": 0.024006859102600742,
"grad_norm": 7.599691390991211,
"learning_rate": 3.308693936411421e-05,
"loss": 8.5645,
"step": 21
},
{
"epoch": 0.025150042869391254,
"grad_norm": 7.398324966430664,
"learning_rate": 1.9098300562505266e-05,
"loss": 9.0756,
"step": 22
},
{
"epoch": 0.026293226636181766,
"grad_norm": 8.772193908691406,
"learning_rate": 8.645454235739903e-06,
"loss": 9.3727,
"step": 23
},
{
"epoch": 0.02743641040297228,
"grad_norm": 11.05912971496582,
"learning_rate": 2.1852399266194314e-06,
"loss": 8.183,
"step": 24
},
{
"epoch": 0.02857959416976279,
"grad_norm": 6.729010105133057,
"learning_rate": 0.0,
"loss": 8.6281,
"step": 25
},
{
"epoch": 0.02857959416976279,
"eval_loss": 2.4592623710632324,
"eval_runtime": 67.5037,
"eval_samples_per_second": 5.466,
"eval_steps_per_second": 2.741,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 25,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 10,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"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": 7915560763392000.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}