> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/automodel/v0.4/datasets/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/automodel/_mcp/server.

# Datasets

## Docs

- [Dataset Overview: LLM, VLM, and Retrieval Datasets in NeMo AutoModel](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/overview.md): 
- [Integrate Your Own Text Dataset](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/text-dataset.md): 
- [Retrieval Dataset (Embedding Fine-tuning)](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/retrieval-dataset.md): 
- [Use the ColumnMappedTextInstructionDataset](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/columnmapped-dataset.md): 
- [Use the ColumnMappedTextInstructionIterableDataset (Streaming)](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/columnmapped-iterable.md): 
- [Integrate Your Own Multi-Modal Dataset](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/multi-modal-dataset.md): 
- [Diffusion Dataset Preparation](https://docs.nvidia.com/nemo/automodel/v0.4/datasets/diffusion-dataset.md):