> 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

BAGEL mixed-modal LLM (Qwen2 + SigLIP-NaViT + MoT shell).

## Submodules

* **[`nemo_automodel.components.models.bagel.attention_masks`](/nemo-automodel/nemo_automodel/components/models/bagel/attention_masks)**
* **[`nemo_automodel.components.models.bagel.autoencoder`](/nemo-automodel/nemo_automodel/components/models/bagel/autoencoder)**
* **[`nemo_automodel.components.models.bagel.configuration`](/nemo-automodel/nemo_automodel/components/models/bagel/configuration)**
* **[`nemo_automodel.components.models.bagel.connector`](/nemo-automodel/nemo_automodel/components/models/bagel/connector)**
* **[`nemo_automodel.components.models.bagel.embeddings`](/nemo-automodel/nemo_automodel/components/models/bagel/embeddings)**
* **[`nemo_automodel.components.models.bagel.hf_backbone_loader`](/nemo-automodel/nemo_automodel/components/models/bagel/hf_backbone_loader)**
* **[`nemo_automodel.components.models.bagel.model`](/nemo-automodel/nemo_automodel/components/models/bagel/model)**
* **[`nemo_automodel.components.models.bagel.modeling_qwen2_packed`](/nemo-automodel/nemo_automodel/components/models/bagel/modeling_qwen2_packed)**
* **[`nemo_automodel.components.models.bagel.modeling_siglip_navit`](/nemo-automodel/nemo_automodel/components/models/bagel/modeling_siglip_navit)**
* **[`nemo_automodel.components.models.bagel.state_dict_adapter`](/nemo-automodel/nemo_automodel/components/models/bagel/state_dict_adapter)**

## Package Contents

### Data

[`__all__`](#nemo_automodel-components-models-bagel-__all__)

### API

```python
nemo_automodel.components.models.bagel.__all__ = ['AutoEncoder', 'AutoEncoderParams', 'BagelConfig', 'BagelForUnifiedMultimodal',...
```