med-alex's picture
End of training
8d86341 verified
raw
history blame contribute delete
No virus
7.11 kB
{
"best_metric": 36.31328557707662,
"best_model_checkpoint": "/root/turkic_qa/tr_uzn_models/orig_uzn_roberta_base_model/checkpoint-7310",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 7310,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"step": 731,
"train_exact_match": 6.893106893106893,
"train_f1": 13.147750410374615,
"train_runtime": 13.1312,
"train_samples_per_second": 113.851,
"train_steps_per_second": 4.112
},
{
"epoch": 1.0,
"grad_norm": 12.239034652709961,
"learning_rate": 5e-06,
"loss": 4.418,
"step": 731
},
{
"epoch": 1.0,
"eval_exact_match": 4.3125,
"eval_f1": 11.281225208823463,
"eval_runtime": 40.2248,
"eval_samples_per_second": 113.935,
"eval_steps_per_second": 4.077,
"step": 731
},
{
"epoch": 2.0,
"step": 1462,
"train_exact_match": 15.484515484515484,
"train_f1": 23.00008673777926,
"train_runtime": 12.8965,
"train_samples_per_second": 113.364,
"train_steps_per_second": 4.11
},
{
"epoch": 2.0,
"grad_norm": 13.470973014831543,
"learning_rate": 1e-05,
"loss": 3.3027,
"step": 1462
},
{
"epoch": 2.0,
"eval_exact_match": 10.5,
"eval_f1": 18.60249294088304,
"eval_runtime": 40.2237,
"eval_samples_per_second": 113.938,
"eval_steps_per_second": 4.077,
"step": 1462
},
{
"epoch": 3.0,
"step": 2193,
"train_exact_match": 24.475524475524477,
"train_f1": 33.75749140151479,
"train_runtime": 12.4836,
"train_samples_per_second": 113.83,
"train_steps_per_second": 4.085
},
{
"epoch": 3.0,
"grad_norm": 11.94182014465332,
"learning_rate": 8.750000000000001e-06,
"loss": 2.8501,
"step": 2193
},
{
"epoch": 3.0,
"eval_exact_match": 14.96875,
"eval_f1": 23.95818931657813,
"eval_runtime": 40.3346,
"eval_samples_per_second": 113.625,
"eval_steps_per_second": 4.066,
"step": 2193
},
{
"epoch": 4.0,
"step": 2924,
"train_exact_match": 32.56743256743257,
"train_f1": 41.56263168632173,
"train_runtime": 12.6655,
"train_samples_per_second": 112.826,
"train_steps_per_second": 4.106
},
{
"epoch": 4.0,
"grad_norm": 13.756119728088379,
"learning_rate": 7.500000000000001e-06,
"loss": 2.5536,
"step": 2924
},
{
"epoch": 4.0,
"eval_exact_match": 17.875,
"eval_f1": 27.247899577169083,
"eval_runtime": 40.1853,
"eval_samples_per_second": 114.047,
"eval_steps_per_second": 4.081,
"step": 2924
},
{
"epoch": 5.0,
"step": 3655,
"train_exact_match": 36.76323676323676,
"train_f1": 46.68974245865671,
"train_runtime": 12.7455,
"train_samples_per_second": 112.981,
"train_steps_per_second": 4.08
},
{
"epoch": 5.0,
"grad_norm": 15.806905746459961,
"learning_rate": 6.25e-06,
"loss": 2.3273,
"step": 3655
},
{
"epoch": 5.0,
"eval_exact_match": 19.75,
"eval_f1": 29.976243167371322,
"eval_runtime": 40.5485,
"eval_samples_per_second": 113.025,
"eval_steps_per_second": 4.045,
"step": 3655
},
{
"epoch": 6.0,
"step": 4386,
"train_exact_match": 45.45454545454545,
"train_f1": 55.6255817809433,
"train_runtime": 13.0466,
"train_samples_per_second": 113.517,
"train_steps_per_second": 4.062
},
{
"epoch": 6.0,
"grad_norm": 22.134902954101562,
"learning_rate": 5e-06,
"loss": 2.111,
"step": 4386
},
{
"epoch": 6.0,
"eval_exact_match": 21.875,
"eval_f1": 32.46367810578293,
"eval_runtime": 40.5576,
"eval_samples_per_second": 113.0,
"eval_steps_per_second": 4.044,
"step": 4386
},
{
"epoch": 7.0,
"step": 5117,
"train_exact_match": 48.451548451548454,
"train_f1": 59.11155707778988,
"train_runtime": 12.7339,
"train_samples_per_second": 112.456,
"train_steps_per_second": 4.084
},
{
"epoch": 7.0,
"grad_norm": 18.71537971496582,
"learning_rate": 3.7500000000000005e-06,
"loss": 1.9313,
"step": 5117
},
{
"epoch": 7.0,
"eval_exact_match": 23.34375,
"eval_f1": 34.34464862509141,
"eval_runtime": 40.5488,
"eval_samples_per_second": 113.024,
"eval_steps_per_second": 4.045,
"step": 5117
},
{
"epoch": 8.0,
"step": 5848,
"train_exact_match": 52.34765234765235,
"train_f1": 61.4699737458471,
"train_runtime": 12.2502,
"train_samples_per_second": 112.978,
"train_steps_per_second": 4.082
},
{
"epoch": 8.0,
"grad_norm": 21.410564422607422,
"learning_rate": 2.5e-06,
"loss": 1.7907,
"step": 5848
},
{
"epoch": 8.0,
"eval_exact_match": 24.65625,
"eval_f1": 35.76160110698192,
"eval_runtime": 40.4412,
"eval_samples_per_second": 113.325,
"eval_steps_per_second": 4.055,
"step": 5848
},
{
"epoch": 9.0,
"step": 6579,
"train_exact_match": 56.34365634365634,
"train_f1": 65.84711342159365,
"train_runtime": 12.9755,
"train_samples_per_second": 113.213,
"train_steps_per_second": 4.085
},
{
"epoch": 9.0,
"grad_norm": 18.834157943725586,
"learning_rate": 1.25e-06,
"loss": 1.6986,
"step": 6579
},
{
"epoch": 9.0,
"eval_exact_match": 24.8125,
"eval_f1": 35.999416160714,
"eval_runtime": 40.5359,
"eval_samples_per_second": 113.06,
"eval_steps_per_second": 4.046,
"step": 6579
},
{
"epoch": 10.0,
"step": 7310,
"train_exact_match": 56.64335664335665,
"train_f1": 66.49918737685148,
"train_runtime": 12.1264,
"train_samples_per_second": 113.224,
"train_steps_per_second": 4.123
},
{
"epoch": 10.0,
"grad_norm": 26.555368423461914,
"learning_rate": 0.0,
"loss": 1.6365,
"step": 7310
},
{
"epoch": 10.0,
"eval_exact_match": 24.9375,
"eval_f1": 36.31328557707662,
"eval_runtime": 40.4168,
"eval_samples_per_second": 113.394,
"eval_steps_per_second": 4.058,
"step": 7310
},
{
"epoch": 10.0,
"step": 7310,
"total_flos": 2.004675840340992e+16,
"train_loss": 2.4619675162715886,
"train_runtime": 2688.9862,
"train_samples_per_second": 76.081,
"train_steps_per_second": 2.718
}
],
"logging_steps": 500,
"max_steps": 7310,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 2.004675840340992e+16,
"train_batch_size": 28,
"trial_name": null,
"trial_params": null
}