> 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.models.qwen3_vl.parallelization

Dense Qwen3-VL distributed-parallelization registration.

## Module Contents

### Functions

| Name                                                                                                                                    | Description                                      |
| --------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------ |
| [`register_qwen3_vl_parallel_strategy`](#nemo_automodel-components-models-qwen3_vl-parallelization-register_qwen3_vl_parallel_strategy) | Register the dense Qwen3-VL FSDP2 strategy once. |

### API

```python
nemo_automodel.components.models.qwen3_vl.parallelization.register_qwen3_vl_parallel_strategy() -> None
```

Register the dense Qwen3-VL FSDP2 strategy once.