vdos's picture
Training in progress, step 25, checkpoint
184cefd verified
raw
history blame
5.76 kB
{
"best_metric": 0.3243732452392578,
"best_model_checkpoint": "miner_id_24/checkpoint-25",
"epoch": 0.041275410174388606,
"eval_steps": 25,
"global_step": 25,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0016510164069755444,
"grad_norm": 3.0247745513916016,
"learning_rate": 5e-05,
"loss": 0.4272,
"step": 1
},
{
"epoch": 0.0016510164069755444,
"eval_loss": 0.5801298022270203,
"eval_runtime": 152.3421,
"eval_samples_per_second": 26.788,
"eval_steps_per_second": 3.354,
"step": 1
},
{
"epoch": 0.0033020328139510887,
"grad_norm": 0.26526594161987305,
"learning_rate": 0.0001,
"loss": 0.5465,
"step": 2
},
{
"epoch": 0.004953049220926633,
"grad_norm": 0.2640111446380615,
"learning_rate": 9.989294616193017e-05,
"loss": 0.5798,
"step": 3
},
{
"epoch": 0.006604065627902177,
"grad_norm": 0.2363673597574234,
"learning_rate": 9.957224306869053e-05,
"loss": 0.5595,
"step": 4
},
{
"epoch": 0.008255082034877721,
"grad_norm": 0.211054265499115,
"learning_rate": 9.903926402016153e-05,
"loss": 0.5095,
"step": 5
},
{
"epoch": 0.009906098441853266,
"grad_norm": 0.18822599947452545,
"learning_rate": 9.829629131445342e-05,
"loss": 0.5189,
"step": 6
},
{
"epoch": 0.01155711484882881,
"grad_norm": 0.20426109433174133,
"learning_rate": 9.73465064747553e-05,
"loss": 0.5167,
"step": 7
},
{
"epoch": 0.013208131255804355,
"grad_norm": 0.2221483439207077,
"learning_rate": 9.619397662556435e-05,
"loss": 0.4754,
"step": 8
},
{
"epoch": 0.014859147662779898,
"grad_norm": 0.18756835162639618,
"learning_rate": 9.484363707663442e-05,
"loss": 0.4448,
"step": 9
},
{
"epoch": 0.016510164069755442,
"grad_norm": 0.16543976962566376,
"learning_rate": 9.330127018922194e-05,
"loss": 0.416,
"step": 10
},
{
"epoch": 0.018161180476730987,
"grad_norm": 0.7194027900695801,
"learning_rate": 9.157348061512727e-05,
"loss": 0.2621,
"step": 11
},
{
"epoch": 0.019812196883706532,
"grad_norm": 0.17668159306049347,
"learning_rate": 8.966766701456177e-05,
"loss": 0.1983,
"step": 12
},
{
"epoch": 0.021463213290682077,
"grad_norm": 0.1292767971754074,
"learning_rate": 8.759199037394887e-05,
"loss": 0.2998,
"step": 13
},
{
"epoch": 0.02311422969765762,
"grad_norm": 0.15346571803092957,
"learning_rate": 8.535533905932738e-05,
"loss": 0.3568,
"step": 14
},
{
"epoch": 0.024765246104633164,
"grad_norm": 0.1705729067325592,
"learning_rate": 8.296729075500344e-05,
"loss": 0.3867,
"step": 15
},
{
"epoch": 0.02641626251160871,
"grad_norm": 0.1557266265153885,
"learning_rate": 8.043807145043604e-05,
"loss": 0.4098,
"step": 16
},
{
"epoch": 0.028067278918584255,
"grad_norm": 0.13209468126296997,
"learning_rate": 7.777851165098012e-05,
"loss": 0.4109,
"step": 17
},
{
"epoch": 0.029718295325559797,
"grad_norm": 0.11559902131557465,
"learning_rate": 7.500000000000001e-05,
"loss": 0.3883,
"step": 18
},
{
"epoch": 0.03136931173253534,
"grad_norm": 0.09431163221597672,
"learning_rate": 7.211443451095007e-05,
"loss": 0.3791,
"step": 19
},
{
"epoch": 0.033020328139510884,
"grad_norm": 0.09266266971826553,
"learning_rate": 6.91341716182545e-05,
"loss": 0.3857,
"step": 20
},
{
"epoch": 0.03467134454648643,
"grad_norm": 0.10236460715532303,
"learning_rate": 6.607197326515808e-05,
"loss": 0.3849,
"step": 21
},
{
"epoch": 0.036322360953461974,
"grad_norm": 0.10628839582204819,
"learning_rate": 6.294095225512603e-05,
"loss": 0.3592,
"step": 22
},
{
"epoch": 0.03797337736043752,
"grad_norm": 0.1099647805094719,
"learning_rate": 5.9754516100806423e-05,
"loss": 0.2481,
"step": 23
},
{
"epoch": 0.039624393767413064,
"grad_norm": 0.10537803918123245,
"learning_rate": 5.6526309611002594e-05,
"loss": 0.1525,
"step": 24
},
{
"epoch": 0.041275410174388606,
"grad_norm": 0.16766606271266937,
"learning_rate": 5.327015646150716e-05,
"loss": 0.2986,
"step": 25
},
{
"epoch": 0.041275410174388606,
"eval_loss": 0.3243732452392578,
"eval_runtime": 152.2878,
"eval_samples_per_second": 26.798,
"eval_steps_per_second": 3.355,
"step": 25
}
],
"logging_steps": 1,
"max_steps": 50,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"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": 3.127523877752668e+17,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}