add-new-diffusion-model

Integrating a diffusion model into SGLang requires implementing model components, configuring pipelines, defining stages, and registering the model using either Hybrid Monolithic or Modular Composition styles.

Pipeline configuration in SGLang uses stage definitions and pipeline styles. It supports Hybrid Monolithic for unified processing and Modular Composition for separating components based on model complexity.

Use Hybrid Monolithic for simpler SGLang integrations. Choose Modular Composition when your diffusion model has complex, separable components requiring distinct pipeline stages and modular configuration.

SGLang supports high-throughput inference for custom diffusion models. This Skill provides the exact code structure and registration steps required to ensure compatibility and optimal performance.

Incorrect outputs often stem from misconfigured pipeline stages or incomplete model registration. This Skill addresses common integration pitfalls and provides verification steps to ensure correct output quality.