> 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.

# jais-13b

> Reference jais-13b checkpoint and architecture details for NeMo AutoModel, with model-family information, setup guidance, and upstream resources.

[Jais](https://huggingface.co/inceptionai/jais-13b) is an Arabic-English bilingual language model from Inception (formerly G42/Inception AI), trained on a large Arabic and English corpus.

Use this page as a checkpoint and architecture reference. Set up NeMo AutoModel with the
[latest container](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/nemo-automodel) or follow the
[installation instructions](/get-started/installation).

## Model Reference

### Model Architecture

| Property                  | Value                                             |
| ------------------------- | ------------------------------------------------- |
| Task                      | Text Generation                                   |
| Architecture              | `JAISLMHeadModel`                                 |
| Parameters                | 13B                                               |
| Hugging Face Organization | [inceptionai](https://huggingface.co/inceptionai) |

### Available Models

| Model         | HF ID                                                                           |
| ------------- | ------------------------------------------------------------------------------- |
| Jais 13B      | [`inceptionai/jais-13b`](https://huggingface.co/inceptionai/jais-13b)           |
| Jais 13B Chat | [`inceptionai/jais-13b-chat`](https://huggingface.co/inceptionai/jais-13b-chat) |

## Related Resources

* [LLM Fine-Tuning Guide](/recipes-e2e-examples/sft-peft)