| { | |
| "model_type": "vae", | |
| "architectures": ["VariationalAutoencoder"], | |
| "model_name": "VAE-Banking77-OpenIntentClassification", | |
| "input_dim": 768, | |
| "hidden_dim": 256, | |
| "latent_dim": 64, | |
| "encoder_config": { | |
| "layers": [ | |
| {"type": "Linear", "in_features": 768, "out_features": 256}, | |
| {"type": "ReLU"} | |
| ], | |
| "mu_layer": {"type": "Linear", "in_features": 256, "out_features": 64}, | |
| "logvar_layer": {"type": "Linear", "in_features": 256, "out_features": 64} | |
| }, | |
| "decoder_config": { | |
| "layers": [ | |
| {"type": "Linear", "in_features": 64, "out_features": 256}, | |
| {"type": "ReLU"}, | |
| {"type": "Linear", "in_features": 256, "out_features": 768} | |
| ] | |
| }, | |
| "training_config": { | |
| "dataset": "PolyAI/banking77", | |
| "loss_weights": { | |
| "reconstruction_loss": 0.5, | |
| "kl_divergence": 0.5 | |
| }, | |
| "validation_metric": "reconstruction_loss" | |
| }, | |
| "library_name": "pytorch", | |
| "torch_dtype": "float32", | |
| "transformers_version": null, | |
| "created_date": "2025-08-11" | |
| } | |