lesso05's picture
Training in progress, step 25, checkpoint
96e9c68 verified
raw
history blame
6.45 kB
{
"best_metric": 0.9813918471336365,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.11695906432748537,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.004678362573099415,
"grad_norm": 0.4054061472415924,
"learning_rate": 2e-05,
"loss": 1.7704,
"step": 1
},
{
"epoch": 0.004678362573099415,
"eval_loss": 1.759503722190857,
"eval_runtime": 23.1485,
"eval_samples_per_second": 3.888,
"eval_steps_per_second": 1.944,
"step": 1
},
{
"epoch": 0.00935672514619883,
"grad_norm": 0.5290826559066772,
"learning_rate": 4e-05,
"loss": 1.8531,
"step": 2
},
{
"epoch": 0.014035087719298246,
"grad_norm": 0.5181699991226196,
"learning_rate": 6e-05,
"loss": 1.6742,
"step": 3
},
{
"epoch": 0.01871345029239766,
"grad_norm": 0.45655643939971924,
"learning_rate": 8e-05,
"loss": 1.9485,
"step": 4
},
{
"epoch": 0.023391812865497075,
"grad_norm": 0.38795363903045654,
"learning_rate": 0.0001,
"loss": 1.7268,
"step": 5
},
{
"epoch": 0.023391812865497075,
"eval_loss": 1.7444427013397217,
"eval_runtime": 21.9769,
"eval_samples_per_second": 4.095,
"eval_steps_per_second": 2.048,
"step": 5
},
{
"epoch": 0.028070175438596492,
"grad_norm": 0.44985294342041016,
"learning_rate": 0.00012,
"loss": 1.6324,
"step": 6
},
{
"epoch": 0.03274853801169591,
"grad_norm": 0.5087473392486572,
"learning_rate": 0.00014,
"loss": 1.7989,
"step": 7
},
{
"epoch": 0.03742690058479532,
"grad_norm": 0.6902874708175659,
"learning_rate": 0.00016,
"loss": 1.6126,
"step": 8
},
{
"epoch": 0.042105263157894736,
"grad_norm": 0.7306366562843323,
"learning_rate": 0.00018,
"loss": 1.5926,
"step": 9
},
{
"epoch": 0.04678362573099415,
"grad_norm": 1.025001883506775,
"learning_rate": 0.0002,
"loss": 1.9494,
"step": 10
},
{
"epoch": 0.04678362573099415,
"eval_loss": 1.5034407377243042,
"eval_runtime": 21.985,
"eval_samples_per_second": 4.094,
"eval_steps_per_second": 2.047,
"step": 10
},
{
"epoch": 0.05146198830409357,
"grad_norm": 0.668283998966217,
"learning_rate": 0.00019781476007338058,
"loss": 1.5648,
"step": 11
},
{
"epoch": 0.056140350877192984,
"grad_norm": 0.5301951169967651,
"learning_rate": 0.0001913545457642601,
"loss": 1.6077,
"step": 12
},
{
"epoch": 0.0608187134502924,
"grad_norm": 0.44159942865371704,
"learning_rate": 0.00018090169943749476,
"loss": 1.3352,
"step": 13
},
{
"epoch": 0.06549707602339182,
"grad_norm": 0.4739885628223419,
"learning_rate": 0.00016691306063588583,
"loss": 1.3697,
"step": 14
},
{
"epoch": 0.07017543859649122,
"grad_norm": 0.8631594181060791,
"learning_rate": 0.00015000000000000001,
"loss": 1.2833,
"step": 15
},
{
"epoch": 0.07017543859649122,
"eval_loss": 1.2018710374832153,
"eval_runtime": 21.9973,
"eval_samples_per_second": 4.091,
"eval_steps_per_second": 2.046,
"step": 15
},
{
"epoch": 0.07485380116959064,
"grad_norm": 0.7966984510421753,
"learning_rate": 0.00013090169943749476,
"loss": 1.4431,
"step": 16
},
{
"epoch": 0.07953216374269007,
"grad_norm": 0.5668115019798279,
"learning_rate": 0.00011045284632676536,
"loss": 1.1548,
"step": 17
},
{
"epoch": 0.08421052631578947,
"grad_norm": 0.5761730670928955,
"learning_rate": 8.954715367323468e-05,
"loss": 1.1111,
"step": 18
},
{
"epoch": 0.08888888888888889,
"grad_norm": 0.5519751906394958,
"learning_rate": 6.909830056250527e-05,
"loss": 1.063,
"step": 19
},
{
"epoch": 0.0935672514619883,
"grad_norm": 0.5273241400718689,
"learning_rate": 5.000000000000002e-05,
"loss": 0.903,
"step": 20
},
{
"epoch": 0.0935672514619883,
"eval_loss": 1.019839882850647,
"eval_runtime": 22.0266,
"eval_samples_per_second": 4.086,
"eval_steps_per_second": 2.043,
"step": 20
},
{
"epoch": 0.09824561403508772,
"grad_norm": 0.6741195917129517,
"learning_rate": 3.308693936411421e-05,
"loss": 1.0423,
"step": 21
},
{
"epoch": 0.10292397660818714,
"grad_norm": 0.6320233345031738,
"learning_rate": 1.9098300562505266e-05,
"loss": 0.991,
"step": 22
},
{
"epoch": 0.10760233918128655,
"grad_norm": 0.5491010546684265,
"learning_rate": 8.645454235739903e-06,
"loss": 1.063,
"step": 23
},
{
"epoch": 0.11228070175438597,
"grad_norm": 0.5644322037696838,
"learning_rate": 2.1852399266194314e-06,
"loss": 0.8984,
"step": 24
},
{
"epoch": 0.11695906432748537,
"grad_norm": 0.6533280611038208,
"learning_rate": 0.0,
"loss": 0.9426,
"step": 25
},
{
"epoch": 0.11695906432748537,
"eval_loss": 0.9813918471336365,
"eval_runtime": 22.0739,
"eval_samples_per_second": 4.077,
"eval_steps_per_second": 2.039,
"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": 1.313975253860352e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}