> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/automodel/v0.7/model-coverage/vision-language-models/thinkingmachines/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/automodel/_mcp/server.

# Thinking Machines

> Browse NeMo AutoModel coverage for Thinking Machines vision language models.

* [`Inkling`](/model-coverage/vision-language-models/thinkingmachines/Inkling)
* [`Inkling-Small`](/model-coverage/vision-language-models/thinkingmachines/Inkling-Small)

> Browse NeMo AutoModel coverage for Thinking Machines vision language models.

## Docs

- [Inkling](https://docs.nvidia.com/nemo/automodel/v0.7/model-coverage/vision-language-models/thinkingmachines/Inkling.md): Fine-tune Inkling vision-language checkpoints with NeMo AutoModel using checked-in multi-node recipes with expert and pipeline parallelism.
- [Inkling-Small](https://docs.nvidia.com/nemo/automodel/v0.7/model-coverage/vision-language-models/thinkingmachines/Inkling-Small.md): Use NeMo AutoModel to fine-tune Inkling-Small for VLM workflows with checked-in image-text-to-text recipes and documented distributed settings.