> 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.

# nemo_automodel.components.speculative

Speculative decoding and training components.

## Subpackages

* **[`nemo_automodel.components.speculative.dflash`](/nemo-automodel/nemo_automodel/components/speculative/dflash)**
* **[`nemo_automodel.components.speculative.eagle`](/nemo-automodel/nemo_automodel/components/speculative/eagle)**

## Submodules

* **[`nemo_automodel.components.speculative.bench_sglang`](/nemo-automodel/nemo_automodel/components/speculative/bench_sglang)**
* **[`nemo_automodel.components.speculative.precompute_eagle3`](/nemo-automodel/nemo_automodel/components/speculative/precompute_eagle3)**
* **[`nemo_automodel.components.speculative.regenerate`](/nemo-automodel/nemo_automodel/components/speculative/regenerate)**
* **[`nemo_automodel.components.speculative.serve_sglang`](/nemo-automodel/nemo_automodel/components/speculative/serve_sglang)**
* **[`nemo_automodel.components.speculative.serve_target`](/nemo-automodel/nemo_automodel/components/speculative/serve_target)**