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# Quantization for Diffusion Transformers
vLLM-Omni supports quantization of DiT linear layers to reduce memory usage and accelerate inference.
## Supported Methods
| Method | Guide |
|--------|-------|
| FP8 | [FP8](fp8.md) |
## Device Compatibility
| GPU Generation | Example GPUs | FP8 Mode |
|---------------|-------------------|----------|
| Ada/Hopper (SM 89+) | RTX 4090, H100, H200 | Full W8A8 with native hardware |
Kernel selection is automatic.