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

# Black Forest Labs

> Browse NeMo AutoModel coverage for Black Forest Labs diffusion models.

* [`FLUX-3-Image-Klein-Base`](/model-coverage/diffusion/black-forest-labs/flux-3-image-klein-base)
* [`FLUX.1-dev`](/model-coverage/diffusion/black-forest-labs/FLUX.1-dev)
* [`FLUX.2-dev`](/model-coverage/diffusion/black-forest-labs/FLUX.2-dev)

> Browse NeMo AutoModel coverage for Black Forest Labs diffusion models.

## Docs

- [FLUX-3-Image-Klein-Base](https://docs.nvidia.com/nemo/automodel/nightly/model-coverage/diffusion/black-forest-labs/flux-3-image-klein-base.md): Fine-tune FLUX-3-Image-Klein-Base for text-to-image generation and instruction-based image editing using NeMo AutoModel.
- [FLUX.1-dev](https://docs.nvidia.com/nemo/automodel/nightly/model-coverage/diffusion/black-forest-labs/FLUX.1-dev.md): Use FLUX.1-dev with NeMo AutoModel for diffusion training and fine-tuning, with documented checkpoints, runnable recipes, setup guidance, and model reference details.
- [FLUX.2-dev](https://docs.nvidia.com/nemo/automodel/nightly/model-coverage/diffusion/black-forest-labs/FLUX.2-dev.md): Fine-tune FLUX.2-dev for text-to-image generation with NeMo AutoModel using checked-in full-parameter and LoRA flow-matching recipes.