lesso11's picture
Training in progress, step 25, checkpoint
fa129f4 verified
{
"best_metric": 0.4004054665565491,
"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": 1.2472007274627686,
"learning_rate": 2e-05,
"loss": 2.9851,
"step": 1
},
{
"epoch": 0.004678362573099415,
"eval_loss": 0.8073704838752747,
"eval_runtime": 11.5144,
"eval_samples_per_second": 7.816,
"eval_steps_per_second": 3.908,
"step": 1
},
{
"epoch": 0.00935672514619883,
"grad_norm": 1.2594548463821411,
"learning_rate": 4e-05,
"loss": 3.3131,
"step": 2
},
{
"epoch": 0.014035087719298246,
"grad_norm": 1.1184676885604858,
"learning_rate": 6e-05,
"loss": 3.4015,
"step": 3
},
{
"epoch": 0.01871345029239766,
"grad_norm": 1.0936832427978516,
"learning_rate": 8e-05,
"loss": 3.0634,
"step": 4
},
{
"epoch": 0.023391812865497075,
"grad_norm": 1.1260085105895996,
"learning_rate": 0.0001,
"loss": 2.9785,
"step": 5
},
{
"epoch": 0.023391812865497075,
"eval_loss": 0.784497082233429,
"eval_runtime": 11.4915,
"eval_samples_per_second": 7.832,
"eval_steps_per_second": 3.916,
"step": 5
},
{
"epoch": 0.028070175438596492,
"grad_norm": 1.3645236492156982,
"learning_rate": 0.00012,
"loss": 2.8643,
"step": 6
},
{
"epoch": 0.03274853801169591,
"grad_norm": 1.2561713457107544,
"learning_rate": 0.00014,
"loss": 3.1489,
"step": 7
},
{
"epoch": 0.03742690058479532,
"grad_norm": 1.1961866617202759,
"learning_rate": 0.00016,
"loss": 3.2281,
"step": 8
},
{
"epoch": 0.042105263157894736,
"grad_norm": 1.0367659330368042,
"learning_rate": 0.00018,
"loss": 2.4508,
"step": 9
},
{
"epoch": 0.04678362573099415,
"grad_norm": 1.1590759754180908,
"learning_rate": 0.0002,
"loss": 2.7763,
"step": 10
},
{
"epoch": 0.04678362573099415,
"eval_loss": 0.639099657535553,
"eval_runtime": 11.4984,
"eval_samples_per_second": 7.827,
"eval_steps_per_second": 3.914,
"step": 10
},
{
"epoch": 0.05146198830409357,
"grad_norm": 1.2848360538482666,
"learning_rate": 0.00019781476007338058,
"loss": 2.7303,
"step": 11
},
{
"epoch": 0.056140350877192984,
"grad_norm": 1.070992350578308,
"learning_rate": 0.0001913545457642601,
"loss": 2.1943,
"step": 12
},
{
"epoch": 0.0608187134502924,
"grad_norm": 1.0095195770263672,
"learning_rate": 0.00018090169943749476,
"loss": 1.8425,
"step": 13
},
{
"epoch": 0.06549707602339182,
"grad_norm": 1.2132809162139893,
"learning_rate": 0.00016691306063588583,
"loss": 2.1708,
"step": 14
},
{
"epoch": 0.07017543859649122,
"grad_norm": 1.2868399620056152,
"learning_rate": 0.00015000000000000001,
"loss": 2.1133,
"step": 15
},
{
"epoch": 0.07017543859649122,
"eval_loss": 0.47883766889572144,
"eval_runtime": 11.4883,
"eval_samples_per_second": 7.834,
"eval_steps_per_second": 3.917,
"step": 15
},
{
"epoch": 0.07485380116959064,
"grad_norm": 1.098825454711914,
"learning_rate": 0.00013090169943749476,
"loss": 1.5518,
"step": 16
},
{
"epoch": 0.07953216374269007,
"grad_norm": 1.039568305015564,
"learning_rate": 0.00011045284632676536,
"loss": 2.0939,
"step": 17
},
{
"epoch": 0.08421052631578947,
"grad_norm": 1.1298397779464722,
"learning_rate": 8.954715367323468e-05,
"loss": 1.8204,
"step": 18
},
{
"epoch": 0.08888888888888889,
"grad_norm": 1.1970208883285522,
"learning_rate": 6.909830056250527e-05,
"loss": 1.7516,
"step": 19
},
{
"epoch": 0.0935672514619883,
"grad_norm": 1.1430251598358154,
"learning_rate": 5.000000000000002e-05,
"loss": 1.8547,
"step": 20
},
{
"epoch": 0.0935672514619883,
"eval_loss": 0.4108954071998596,
"eval_runtime": 11.4942,
"eval_samples_per_second": 7.83,
"eval_steps_per_second": 3.915,
"step": 20
},
{
"epoch": 0.09824561403508772,
"grad_norm": 1.1456410884857178,
"learning_rate": 3.308693936411421e-05,
"loss": 1.5951,
"step": 21
},
{
"epoch": 0.10292397660818714,
"grad_norm": 0.8460454344749451,
"learning_rate": 1.9098300562505266e-05,
"loss": 1.6078,
"step": 22
},
{
"epoch": 0.10760233918128655,
"grad_norm": 0.872773289680481,
"learning_rate": 8.645454235739903e-06,
"loss": 1.71,
"step": 23
},
{
"epoch": 0.11228070175438597,
"grad_norm": 0.9382916688919067,
"learning_rate": 2.1852399266194314e-06,
"loss": 1.7091,
"step": 24
},
{
"epoch": 0.11695906432748537,
"grad_norm": 0.804826557636261,
"learning_rate": 0.0,
"loss": 1.2807,
"step": 25
},
{
"epoch": 0.11695906432748537,
"eval_loss": 0.4004054665565491,
"eval_runtime": 11.4784,
"eval_samples_per_second": 7.841,
"eval_steps_per_second": 3.92,
"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": 3488222835376128.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}