lesso11's picture
Training in progress, step 25, checkpoint
7cc0fc9 verified
{
"best_metric": 1.5732864141464233,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.1059322033898305,
"eval_steps": 5,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.00423728813559322,
"grad_norm": 0.27673590183258057,
"learning_rate": 2e-05,
"loss": 1.7047,
"step": 1
},
{
"epoch": 0.00423728813559322,
"eval_loss": 1.764668583869934,
"eval_runtime": 16.5519,
"eval_samples_per_second": 6.042,
"eval_steps_per_second": 3.021,
"step": 1
},
{
"epoch": 0.00847457627118644,
"grad_norm": 0.49966296553611755,
"learning_rate": 4e-05,
"loss": 1.7618,
"step": 2
},
{
"epoch": 0.012711864406779662,
"grad_norm": 0.2676803171634674,
"learning_rate": 6e-05,
"loss": 1.7926,
"step": 3
},
{
"epoch": 0.01694915254237288,
"grad_norm": 0.4576026201248169,
"learning_rate": 8e-05,
"loss": 1.7089,
"step": 4
},
{
"epoch": 0.0211864406779661,
"grad_norm": 0.3100014328956604,
"learning_rate": 0.0001,
"loss": 1.839,
"step": 5
},
{
"epoch": 0.0211864406779661,
"eval_loss": 1.7582393884658813,
"eval_runtime": 15.6777,
"eval_samples_per_second": 6.378,
"eval_steps_per_second": 3.189,
"step": 5
},
{
"epoch": 0.025423728813559324,
"grad_norm": 0.7545116543769836,
"learning_rate": 0.00012,
"loss": 1.7292,
"step": 6
},
{
"epoch": 0.029661016949152543,
"grad_norm": 0.3743640184402466,
"learning_rate": 0.00014,
"loss": 2.0527,
"step": 7
},
{
"epoch": 0.03389830508474576,
"grad_norm": 0.43906688690185547,
"learning_rate": 0.00016,
"loss": 1.9522,
"step": 8
},
{
"epoch": 0.038135593220338986,
"grad_norm": 0.3741382956504822,
"learning_rate": 0.00018,
"loss": 1.9569,
"step": 9
},
{
"epoch": 0.0423728813559322,
"grad_norm": 0.5588337779045105,
"learning_rate": 0.0002,
"loss": 1.6476,
"step": 10
},
{
"epoch": 0.0423728813559322,
"eval_loss": 1.6932556629180908,
"eval_runtime": 15.5438,
"eval_samples_per_second": 6.433,
"eval_steps_per_second": 3.217,
"step": 10
},
{
"epoch": 0.046610169491525424,
"grad_norm": 0.4901130199432373,
"learning_rate": 0.00019781476007338058,
"loss": 1.9861,
"step": 11
},
{
"epoch": 0.05084745762711865,
"grad_norm": 0.5694382786750793,
"learning_rate": 0.0001913545457642601,
"loss": 1.5954,
"step": 12
},
{
"epoch": 0.05508474576271186,
"grad_norm": 0.4953717291355133,
"learning_rate": 0.00018090169943749476,
"loss": 2.0111,
"step": 13
},
{
"epoch": 0.059322033898305086,
"grad_norm": 0.7269114851951599,
"learning_rate": 0.00016691306063588583,
"loss": 1.484,
"step": 14
},
{
"epoch": 0.0635593220338983,
"grad_norm": 0.9006850123405457,
"learning_rate": 0.00015000000000000001,
"loss": 1.7068,
"step": 15
},
{
"epoch": 0.0635593220338983,
"eval_loss": 1.6160073280334473,
"eval_runtime": 15.5466,
"eval_samples_per_second": 6.432,
"eval_steps_per_second": 3.216,
"step": 15
},
{
"epoch": 0.06779661016949153,
"grad_norm": 0.6504830121994019,
"learning_rate": 0.00013090169943749476,
"loss": 1.9114,
"step": 16
},
{
"epoch": 0.07203389830508475,
"grad_norm": 0.4439529776573181,
"learning_rate": 0.00011045284632676536,
"loss": 1.7195,
"step": 17
},
{
"epoch": 0.07627118644067797,
"grad_norm": 0.44182923436164856,
"learning_rate": 8.954715367323468e-05,
"loss": 1.6958,
"step": 18
},
{
"epoch": 0.08050847457627118,
"grad_norm": 0.5301311612129211,
"learning_rate": 6.909830056250527e-05,
"loss": 1.5541,
"step": 19
},
{
"epoch": 0.0847457627118644,
"grad_norm": 0.5610678791999817,
"learning_rate": 5.000000000000002e-05,
"loss": 1.1802,
"step": 20
},
{
"epoch": 0.0847457627118644,
"eval_loss": 1.577897310256958,
"eval_runtime": 15.5103,
"eval_samples_per_second": 6.447,
"eval_steps_per_second": 3.224,
"step": 20
},
{
"epoch": 0.08898305084745763,
"grad_norm": 0.3756644129753113,
"learning_rate": 3.308693936411421e-05,
"loss": 1.1892,
"step": 21
},
{
"epoch": 0.09322033898305085,
"grad_norm": 0.47590842843055725,
"learning_rate": 1.9098300562505266e-05,
"loss": 1.6276,
"step": 22
},
{
"epoch": 0.09745762711864407,
"grad_norm": 0.4191993474960327,
"learning_rate": 8.645454235739903e-06,
"loss": 1.4896,
"step": 23
},
{
"epoch": 0.1016949152542373,
"grad_norm": 0.5012941956520081,
"learning_rate": 2.1852399266194314e-06,
"loss": 1.8067,
"step": 24
},
{
"epoch": 0.1059322033898305,
"grad_norm": 0.6124191880226135,
"learning_rate": 0.0,
"loss": 1.536,
"step": 25
},
{
"epoch": 0.1059322033898305,
"eval_loss": 1.5732864141464233,
"eval_runtime": 15.5251,
"eval_samples_per_second": 6.441,
"eval_steps_per_second": 3.221,
"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": 6055749243371520.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}