Refresh supported models and address nits in doc (#119)

Signed-off-by: Yikun Jiang <yikunkero@gmail.com>

docs/contributing/DOCS_GUIDE.md

@@ -9,7 +9,7 @@ This directory contains the source files for the vLLM-Omni documentation.
 Install documentation dependencies:
 
 ```bash
-pip install -e ".[docs]"
+uv pip install -e ".[docs]"
 ```
 
 ### Build and Serve Documentation
@@ -84,7 +84,7 @@ The documentation is automatically deployed to GitHub Pages using GitHub Actions
    ```
 
 3. **Documentation will be available at**:
-   - `https://vllm-project.github.io/vllm-omni/`
+   - `https://vllm-omni.readthedocs.io`
 
 The GitHub Actions workflow (`.github/workflows/docs.yml`) will automatically:
 - Build the documentation when you push to `main` branch

docs/models/supported_models.md

@@ -17,6 +17,7 @@ th {
 
 | Architecture | Models | Example HF Models |
 |--------------|--------|-------------------|
+| `Qwen3OmniMoeForConditionalGeneration` | Qwen3-Omni | `Qwen/Qwen3-Omni-30B-A3B-Instruct` |
 | `Qwen2_5OmniForConditionalGeneration` | Qwen2.5-Omni | `Qwen/Qwen2.5-Omni-7B`, `Qwen/Qwen2.5-Omni-3B` |
 | `QwenImagePipeline` | Qwen-Image | `Qwen/Qwen-Image` |
 
@@ -33,3 +34,4 @@ th {
 | Architecture | Models | Example HF Models |
 |--------------|--------|-------------------|
 | `Qwen2_5OmniForConditionalGeneration` | Qwen2.5-Omni | `Qwen/Qwen2.5-Omni-7B`, `Qwen/Qwen2.5-Omni-3B`|
+| `QwenImagePipeline` | Qwen-Image | `Qwen/Qwen-Image` |