# SD3 Transformer Model The Transformer model introduced in [Stable Diffusion 3](https://hf.co/papers/2403.03206). Its novelty lies in the MMDiT transformer block. ## SD3Transformer2DModel [[autodoc]] SD3Transformer2DModel