> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/automodel/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/automodel/_mcp/server.

# nemo_automodel.components.models.bagel.connector

Projection layers that connect BAGEL vision features to text hidden states.

## Module Contents

### Classes

| Name                                                                                                     | Description                                                        |
| -------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------ |
| [`BagelMultiModalProjector`](#nemo_automodel-components-models-bagel-connector-BagelMultiModalProjector) | Project vision-tower features into the language-model hidden size. |
| [`_Activation`](#nemo_automodel-components-models-bagel-connector-_Activation)                           | Wrap a Transformers activation callable in an `nn.Module`.         |

### API

```python
class nemo_automodel.components.models.bagel.connector.BagelMultiModalProjector(
    in_dim: int,
    out_dim: int,
    hidden_act: str
)
```

**Bases:** `Sequential`

Project vision-tower features into the language-model hidden size.

```python
class nemo_automodel.components.models.bagel.connector._Activation(
    name: str
)
```

**Bases:** `Module`

Wrap a Transformers activation callable in an `nn.Module`.

```python
nemo_automodel.components.models.bagel.connector._Activation.forward(
    hidden_states
)
```