Upload config.json with huggingface_hub
Browse files- config.json +37 -0
config.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "bert",
|
| 3 |
+
"base_model": "monologg/kobert",
|
| 4 |
+
"num_labels": 3,
|
| 5 |
+
"labels": {
|
| 6 |
+
"0": "옹호",
|
| 7 |
+
"1": "중립",
|
| 8 |
+
"2": "비판"
|
| 9 |
+
},
|
| 10 |
+
"max_length": 256,
|
| 11 |
+
"dropout": 0.3,
|
| 12 |
+
"metrics": {
|
| 13 |
+
"test_accuracy": 0.7336561743341404,
|
| 14 |
+
"test_f1_macro": 0.7335882497408175,
|
| 15 |
+
"best_val_f1": 0.7595240086537992
|
| 16 |
+
},
|
| 17 |
+
"training_config": {
|
| 18 |
+
"model_name": "monologg/kobert",
|
| 19 |
+
"max_length": 256,
|
| 20 |
+
"dropout": 0.3,
|
| 21 |
+
"batch_size": 64,
|
| 22 |
+
"epochs": 10,
|
| 23 |
+
"learning_rate": 2e-05,
|
| 24 |
+
"weight_decay": 0.01,
|
| 25 |
+
"max_grad_norm": 1.0,
|
| 26 |
+
"use_focal_loss": true,
|
| 27 |
+
"focal_gamma": 2.0,
|
| 28 |
+
"early_stop_patience": 3,
|
| 29 |
+
"early_stop_min_delta": 0.001,
|
| 30 |
+
"val_size": 0.1,
|
| 31 |
+
"test_size": 0.1,
|
| 32 |
+
"wandb_project": "kobert-stance-16k",
|
| 33 |
+
"wandb_run_name": null,
|
| 34 |
+
"save_checkpoint_every": 1,
|
| 35 |
+
"checkpoint_dir": "/content/checkpoints"
|
| 36 |
+
}
|
| 37 |
+
}
|