# Stable Diffusion

> Wiki for Stable Diffusion: open-weight text-to-image models (SD 1.5 / SDXL / SD3.x), running them with Diffusers (txt2img/img2img/inpaint/ControlNet/LoRA), schedulers/samplers, prompting, optimization, and fine-tuning.
> Covers: Stable Diffusion open-weight text-to-image models (SD 1.5/2.x, SDXL, SD3/3.5) and running them with Hugging Face Diffusers: text-to-image, image-to-image, inpainting, ControlNet/T2I-Adapter/IP-Adapter, schedulers/samplers, prompting, LoRA inference, optimization/memory, and fine-tuning (LoRA/DreamBooth/Textual Inversion/Custom Diffusion); plus AUTOMATIC1111 web UI orientation.
> Not covered: The full Diffusers per-pipeline/per-API reference, non-SD pipelines (Kandinsky/Wuerstchen/video), optimization backends (ONNX/OpenVINO/Core ML/MPS) and quantization (catalogued, not paged); live model availability and licenses; and model releases after the source fetch date below — use the Hugging Face Hub and web search.
> Current as of: 2026-06-23 (0.38.0)

- [LLM Wiki](/raw/stable-diffusion/README.md)
- [Stable Diffusion KB — Master Index](/raw/stable-diffusion/wiki/index.md)
- [ControlNet and Adapters (T2I-Adapter, IP-Adapter, InstructPix2Pix)](/raw/stable-diffusion/wiki/concepts/controlnet-and-adapters.md)
- [Fine-Tuning Stable Diffusion: LoRA, DreamBooth, Textual Inversion, Custom Diffusion](/raw/stable-diffusion/wiki/concepts/fine-tuning.md)
- [Image-to-Image and Inpainting](/raw/stable-diffusion/wiki/concepts/image-to-image-and-inpainting.md)
- [Installation and Setup](/raw/stable-diffusion/wiki/concepts/installation-and-setup.md)
- [LoRAs for Inference](/raw/stable-diffusion/wiki/concepts/loras-for-inference.md)
- [Optimization and Memory](/raw/stable-diffusion/wiki/concepts/optimization-and-memory.md)
- [Prompting and Prompt Weighting](/raw/stable-diffusion/wiki/concepts/prompting.md)
- [Schedulers and Samplers](/raw/stable-diffusion/wiki/concepts/schedulers-and-samplers.md)
- [Stable Diffusion XL (SDXL)](/raw/stable-diffusion/wiki/concepts/sdxl.md)
- [Text-to-Image Generation](/raw/stable-diffusion/wiki/concepts/text-to-image.md)
- [What Is Stable Diffusion](/raw/stable-diffusion/wiki/concepts/what-is-stable-diffusion.md)
- [AUTOMATIC1111 Stable Diffusion web UI](/raw/stable-diffusion/wiki/entities/automatic1111-webui.md)
- [Hugging Face Diffusers Library](/raw/stable-diffusion/wiki/entities/diffusers-library.md)
- [Activity Log](/raw/stable-diffusion/wiki/log.md)
- [Model and Feature Catalog (Map)](/raw/stable-diffusion/wiki/summaries/model-and-feature-catalog.md)
- [Choosing a Model and Pipeline](/raw/stable-diffusion/wiki/syntheses/choosing-model-and-pipeline.md)
- [Troubleshooting and Quality Casebook](/raw/stable-diffusion/wiki/syntheses/troubleshooting-and-quality.md)