Diffusion

Diffusion#

SGLang supports two categories of diffusion models for different use cases. This page covers image and video generation; for diffusion LLMs, see Diffusion LLMs.

Image & Video Generation Models#

For generating images and videos from text prompts, SGLang supports many models like:

  • FLUX, Qwen-Image - High-quality image generation

  • Wan 2.2, HunyuanVideo - Video generation

# Example: Launch FLUX for image generation
python3 -m sglang.launch_server \
  --model-path black-forest-labs/FLUX.2-klein-4B \
  --host 0.0.0.0 --port 30000

Full model list: Diffusion Models

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