Upload config.json with huggingface_hub
Browse files- config.json +35 -0
config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "isrm-vae",
|
| 3 |
+
"architecture": "distilbert-vae",
|
| 4 |
+
"architecture_type": "dual-layer",
|
| 5 |
+
"base_model": "distilbert-base-uncased",
|
| 6 |
+
"latent_dim": 3,
|
| 7 |
+
"hidden_dim": 768,
|
| 8 |
+
"num_layers": 6,
|
| 9 |
+
"num_unfrozen_layers": 2,
|
| 10 |
+
"pad_dimensions": [
|
| 11 |
+
"pleasure",
|
| 12 |
+
"arousal",
|
| 13 |
+
"dominance"
|
| 14 |
+
],
|
| 15 |
+
"bdi_dimensions": [
|
| 16 |
+
"belief",
|
| 17 |
+
"goal",
|
| 18 |
+
"intention",
|
| 19 |
+
"ambiguity",
|
| 20 |
+
"social"
|
| 21 |
+
],
|
| 22 |
+
"pad_layer": 10,
|
| 23 |
+
"bdi_layer": 19,
|
| 24 |
+
"task": "affective-state-encoding",
|
| 25 |
+
"training": {
|
| 26 |
+
"dataset_size": 1500,
|
| 27 |
+
"epochs": 15,
|
| 28 |
+
"optimizer": "AdamW",
|
| 29 |
+
"learning_rate": 2e-05,
|
| 30 |
+
"loss_fn": "MSE + KL divergence",
|
| 31 |
+
"kl_weight": 0.001,
|
| 32 |
+
"final_mse": 0.018,
|
| 33 |
+
"final_kld": 0.003
|
| 34 |
+
}
|
| 35 |
+
}
|