> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/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.recipes

## Subpackages

* **[`nemo_automodel.recipes.diffusion`](/nemo-automodel/nemo_automodel/recipes/diffusion)**
* **[`nemo_automodel.recipes.dllm`](/nemo-automodel/nemo_automodel/recipes/dllm)**
* **[`nemo_automodel.recipes.llm`](/nemo-automodel/nemo_automodel/recipes/llm)**
* **[`nemo_automodel.recipes.multimodal`](/nemo-automodel/nemo_automodel/recipes/multimodal)**
* **[`nemo_automodel.recipes.retrieval`](/nemo-automodel/nemo_automodel/recipes/retrieval)**
* **[`nemo_automodel.recipes.vlm`](/nemo-automodel/nemo_automodel/recipes/vlm)**

## Submodules

* **[`nemo_automodel.recipes._dist_utils`](/nemo-automodel/nemo_automodel/recipes/_dist_utils)**
* **[`nemo_automodel.recipes._typed_config`](/nemo-automodel/nemo_automodel/recipes/_typed_config)**
* **[`nemo_automodel.recipes.base_recipe`](/nemo-automodel/nemo_automodel/recipes/base_recipe)**
* **[`nemo_automodel.recipes.kd_utils`](/nemo-automodel/nemo_automodel/recipes/kd_utils)**

## Docs

- [nemo_automodel.recipes.base_recipe](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/base_recipe.md)
- [nemo_automodel.recipes.diffusion](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/diffusion.md)
- [nemo_automodel.recipes.diffusion.train](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/diffusion/train.md)
- [nemo_automodel.recipes.dllm](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/dllm.md)
- [nemo_automodel.recipes.dllm.strategy](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/dllm/strategy.md)
- [nemo_automodel.recipes.dllm.train_ft](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/dllm/train_ft.md)
- [nemo_automodel.recipes.kd_utils](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/kd_utils.md)
- [nemo_automodel.recipes.llm](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm.md)
- [nemo_automodel.recipes.llm.benchmark](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/benchmark.md)
- [nemo_automodel.recipes.llm.kd](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/kd.md)
- [nemo_automodel.recipes.llm.peagle_recipe](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/peagle_recipe.md)
- [nemo_automodel.recipes.llm.precompute_dspark_dist](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/precompute_dspark_dist.md)
- [nemo_automodel.recipes.llm.train_dflash](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_dflash.md)
- [nemo_automodel.recipes.llm.train_dflash2](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_dflash2.md)
- [nemo_automodel.recipes.llm.train_domino](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_domino.md)
- [nemo_automodel.recipes.llm.train_dspark](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_dspark.md)
- [nemo_automodel.recipes.llm.train_eagle1](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_eagle1.md)
- [nemo_automodel.recipes.llm.train_eagle2](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_eagle2.md)
- [nemo_automodel.recipes.llm.train_eagle3](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_eagle3.md)
- [nemo_automodel.recipes.llm.train_ft](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_ft.md)
- [nemo_automodel.recipes.llm.train_jetspec](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_jetspec.md)
- [nemo_automodel.recipes.llm.train_seq_cls](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_seq_cls.md)
- [nemo_automodel.recipes.llm.train_vispec](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/llm/train_vispec.md)
- [nemo_automodel.recipes.multimodal](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/multimodal.md)
- [nemo_automodel.recipes.multimodal.finetune](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/multimodal/finetune.md)
- [nemo_automodel.recipes.multimodal.pretrain](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/multimodal/pretrain.md)
- [nemo_automodel.recipes.retrieval](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval.md)
- [nemo_automodel.recipes.retrieval.distill_bi_encoder](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval/distill_bi_encoder.md)
- [nemo_automodel.recipes.retrieval.mine_hard_negatives](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval/mine_hard_negatives.md)
- [nemo_automodel.recipes.retrieval.mining_encoder](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval/mining_encoder.md)
- [nemo_automodel.recipes.retrieval.train_bi_encoder](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval/train_bi_encoder.md)
- [nemo_automodel.recipes.retrieval.train_cross_encoder](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/retrieval/train_cross_encoder.md)
- [nemo_automodel.recipes.vlm](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/vlm.md)
- [nemo_automodel.recipes.vlm.finetune](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/vlm/finetune.md)
- [nemo_automodel.recipes.vlm.kd](https://docs.nvidia.com/nemo/automodel/v0.5/nemo-automodel/nemo_automodel/recipes/vlm/kd.md)