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[Docs] Add Falcon H1, Hunyuan-Large, Qwen3-Omni support and update Diffusion usage (#17888)

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Co-authored-by: Rishitshivam <164783543+Rishitshivam@users.noreply.github.com>
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Rishit Shivam
2026-02-07 02:47:51 +05:30
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# Diffusion Language Models (dLLMs)
These are text-generation models that use diffusion (denoising) instead of autoregressive decoding:
- **LLaDA** - Large Language Diffusion with mAsking
```bash
# Example: Launch LLaDA for text generation
python3 -m sglang.launch_server \
--model-path GSAI-ML/LLaDA-8B-Instruct \
--host 0.0.0.0 --port 30000
```
**Full model list:** [Diffusion Language Models](../supported_models/text_generation/diffusion_language_models.md)