lesso06's picture
Training in progress, step 20, checkpoint
55c81cc verified
raw
history blame
5.38 kB
{
"best_metric": 0.6798481941223145,
"best_model_checkpoint": "miner_id_24/checkpoint-20",
"epoch": 0.0211864406779661,
"eval_steps": 5,
"global_step": 20,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.001059322033898305,
"grad_norm": 1.1843385696411133,
"learning_rate": 2e-05,
"loss": 6.9729,
"step": 1
},
{
"epoch": 0.001059322033898305,
"eval_loss": 1.7519381046295166,
"eval_runtime": 62.8857,
"eval_samples_per_second": 6.329,
"eval_steps_per_second": 3.164,
"step": 1
},
{
"epoch": 0.00211864406779661,
"grad_norm": 1.2905192375183105,
"learning_rate": 4e-05,
"loss": 7.1004,
"step": 2
},
{
"epoch": 0.0031779661016949155,
"grad_norm": 1.0775989294052124,
"learning_rate": 6e-05,
"loss": 6.7495,
"step": 3
},
{
"epoch": 0.00423728813559322,
"grad_norm": 1.23506498336792,
"learning_rate": 8e-05,
"loss": 7.1814,
"step": 4
},
{
"epoch": 0.005296610169491525,
"grad_norm": 1.3882372379302979,
"learning_rate": 0.0001,
"loss": 6.7127,
"step": 5
},
{
"epoch": 0.005296610169491525,
"eval_loss": 1.679090142250061,
"eval_runtime": 60.2715,
"eval_samples_per_second": 6.603,
"eval_steps_per_second": 3.302,
"step": 5
},
{
"epoch": 0.006355932203389831,
"grad_norm": 1.625010371208191,
"learning_rate": 0.00012,
"loss": 6.3487,
"step": 6
},
{
"epoch": 0.007415254237288136,
"grad_norm": 2.2204973697662354,
"learning_rate": 0.00014,
"loss": 6.4336,
"step": 7
},
{
"epoch": 0.00847457627118644,
"grad_norm": 2.3018980026245117,
"learning_rate": 0.00016,
"loss": 5.7187,
"step": 8
},
{
"epoch": 0.009533898305084746,
"grad_norm": 2.3406448364257812,
"learning_rate": 0.00018,
"loss": 6.1801,
"step": 9
},
{
"epoch": 0.01059322033898305,
"grad_norm": 2.687272548675537,
"learning_rate": 0.0002,
"loss": 4.7409,
"step": 10
},
{
"epoch": 0.01059322033898305,
"eval_loss": 1.1311993598937988,
"eval_runtime": 59.8086,
"eval_samples_per_second": 6.655,
"eval_steps_per_second": 3.327,
"step": 10
},
{
"epoch": 0.011652542372881356,
"grad_norm": 2.957493305206299,
"learning_rate": 0.00019781476007338058,
"loss": 4.0912,
"step": 11
},
{
"epoch": 0.012711864406779662,
"grad_norm": 2.8493051528930664,
"learning_rate": 0.0001913545457642601,
"loss": 3.9196,
"step": 12
},
{
"epoch": 0.013771186440677966,
"grad_norm": 2.804184675216675,
"learning_rate": 0.00018090169943749476,
"loss": 3.2003,
"step": 13
},
{
"epoch": 0.014830508474576272,
"grad_norm": 3.1039199829101562,
"learning_rate": 0.00016691306063588583,
"loss": 2.7907,
"step": 14
},
{
"epoch": 0.015889830508474576,
"grad_norm": 5.297954559326172,
"learning_rate": 0.00015000000000000001,
"loss": 5.4727,
"step": 15
},
{
"epoch": 0.015889830508474576,
"eval_loss": 0.7405627369880676,
"eval_runtime": 60.1344,
"eval_samples_per_second": 6.619,
"eval_steps_per_second": 3.309,
"step": 15
},
{
"epoch": 0.01694915254237288,
"grad_norm": 3.4782044887542725,
"learning_rate": 0.00013090169943749476,
"loss": 1.8036,
"step": 16
},
{
"epoch": 0.018008474576271187,
"grad_norm": 2.544600248336792,
"learning_rate": 0.00011045284632676536,
"loss": 2.4763,
"step": 17
},
{
"epoch": 0.019067796610169493,
"grad_norm": 4.462560176849365,
"learning_rate": 8.954715367323468e-05,
"loss": 1.682,
"step": 18
},
{
"epoch": 0.020127118644067795,
"grad_norm": 2.4938857555389404,
"learning_rate": 6.909830056250527e-05,
"loss": 2.1245,
"step": 19
},
{
"epoch": 0.0211864406779661,
"grad_norm": 3.4558427333831787,
"learning_rate": 5.000000000000002e-05,
"loss": 2.6024,
"step": 20
},
{
"epoch": 0.0211864406779661,
"eval_loss": 0.6798481941223145,
"eval_runtime": 60.5106,
"eval_samples_per_second": 6.577,
"eval_steps_per_second": 3.289,
"step": 20
}
],
"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": false
},
"attributes": {}
}
},
"total_flos": 6274650262732800.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}