> 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.

# Nemotron-Labs-Diffusion

> Supported Nemotron-Labs-Diffusion checkpoint and NeMo AutoModel recipes.

[Nemotron-Labs-Diffusion](https://huggingface.co/nvidia/Nemotron-Labs-Diffusion-8B-Base) is NVIDIA's 8B diffusion language model.

|                  |                                                                    |
| ---------------- | ------------------------------------------------------------------ |
| **Task**         | Diffusion Language Modeling                                        |
| **Architecture** | `NemotronLabsDiffusionModel` with Hugging Face `trust_remote_code` |
| **Parameters**   | 8B                                                                 |
| **HF Org**       | [nvidia](https://huggingface.co/nvidia)                            |

## Example Model and Recipes

| Model                                                                                                     | Recipe                                                                                                            |
| --------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------- |
| [`nvidia/Nemotron-Labs-Diffusion-8B-Base`](https://huggingface.co/nvidia/Nemotron-Labs-Diffusion-8B-Base) | [Full SFT](https://github.com/NVIDIA-NeMo/Automodel/blob/main/examples/dllm_sft/nemotron_labs_diffusion_sft.yaml) |
| [`nvidia/Nemotron-Labs-Diffusion-8B-Base`](https://huggingface.co/nvidia/Nemotron-Labs-Diffusion-8B-Base) | [LoRA](https://github.com/NVIDIA-NeMo/Automodel/blob/main/examples/dllm_sft/nemotron_labs_diffusion_lora.yaml)    |

```bash
uv run automodel --nproc-per-node=8 examples/dllm_sft/nemotron_labs_diffusion_sft.yaml
```

See the [dLLM Fine-Tuning Guide](/recipes-e2e-examples/dllm-fine-tuning).