> 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/nemo-automodel/nemo_automodel/components/models/deepseek_v41/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.models.deepseek_v41

## Submodules

* **[`nemo_automodel.components.models.deepseek_v41.attention`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/attention)**
* **[`nemo_automodel.components.models.deepseek_v41.config`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/config)**
* **[`nemo_automodel.components.models.deepseek_v41.cp`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/cp)**
* **[`nemo_automodel.components.models.deepseek_v41.dspark`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/dspark)**
* **[`nemo_automodel.components.models.deepseek_v41.engram`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/engram)**
* **[`nemo_automodel.components.models.deepseek_v41.fsdp`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/fsdp)**
* **[`nemo_automodel.components.models.deepseek_v41.indexer`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/indexer)**
* **[`nemo_automodel.components.models.deepseek_v41.layers`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/layers)**
* **[`nemo_automodel.components.models.deepseek_v41.model`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/model)**
* **[`nemo_automodel.components.models.deepseek_v41.packing`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/packing)**
* **[`nemo_automodel.components.models.deepseek_v41.processing`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/processing)**
* **[`nemo_automodel.components.models.deepseek_v41.quantization`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/quantization)**
* **[`nemo_automodel.components.models.deepseek_v41.rope_triton`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/rope_triton)**
* **[`nemo_automodel.components.models.deepseek_v41.state_dict_adapter`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/state_dict_adapter)**
* **[`nemo_automodel.components.models.deepseek_v41.vision`](/nemo-automodel/nemo_automodel/components/models/deepseek_v41/vision)**

## Docs

- [nemo_automodel.components.models.deepseek_v41.attention](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/attention.md)
- [nemo_automodel.components.models.deepseek_v41.config](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/config.md)
- [nemo_automodel.components.models.deepseek_v41.cp](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/cp.md)
- [nemo_automodel.components.models.deepseek_v41.dspark](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/dspark.md)
- [nemo_automodel.components.models.deepseek_v41.engram](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/engram.md)
- [nemo_automodel.components.models.deepseek_v41.fsdp](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/fsdp.md)
- [nemo_automodel.components.models.deepseek_v41.indexer](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/indexer.md)
- [nemo_automodel.components.models.deepseek_v41.layers](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/layers.md)
- [nemo_automodel.components.models.deepseek_v41.model](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/model.md)
- [nemo_automodel.components.models.deepseek_v41.packing](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/packing.md)
- [nemo_automodel.components.models.deepseek_v41.processing](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/processing.md)
- [nemo_automodel.components.models.deepseek_v41.quantization](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/quantization.md)
- [nemo_automodel.components.models.deepseek_v41.rope_triton](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/rope_triton.md)
- [nemo_automodel.components.models.deepseek_v41.state_dict_adapter](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/state_dict_adapter.md)
- [nemo_automodel.components.models.deepseek_v41.vision](https://docs.nvidia.com/nemo/automodel/v0.4/nemo-automodel/nemo_automodel/components/models/deepseek_v41/vision.md)