# Models Module

<a id="geniml.models"></a>

<a id="geniml.models.ExModel"></a>

## `ExModel`

```python
class ExModel(model_path: str = None, tokenizer: Tokenizer = None, device: str = None)
```

Bases: `ABC`

An Extended Model is a 3-part object consisting of a tokenizer (T), a
universe/vocabulary (U), and a model (M). The tokenizer is used to tokenize
region sets into the universe. The model is defined on the universe.

Initialize the model. If model_path is not None, load the model from huggingface.

Args:
    model_path: Path to the model on huggingface to load
    tokenizer: Tokenizer to use
    device: Device to use (e.g. "cpu", "cuda:0", etc)

### Attributes

- <a id="geniml.models.ExModel.model"></a>**`model`** (*Model*)
- <a id="geniml.models.ExModel.universe"></a>**`universe`** (*RegionSet*)
- <a id="geniml.models.ExModel.tokenizer"></a>**`tokenizer`** (*Tokenizer*)