stable-diffusion-image-generation
A reference skill from Orchestra Research's AI research skills collection for generating images with Stable Diffusion through Hugging Face's Diffusers library in Python.
What the skill teaches
A reference skill from Orchestra Research's AI research skills collection for generating images with Stable Diffusion through Hugging Face's Diffusers library in Python. It shows the agent how to install the dependencies and write code for text-to-image with SD and SDXL pipelines, image-to-image, inpainting, ControlNet conditioning on edges, poses or depth, and LoRA style adapters. It explains pipelines, schedulers, guidance settings, seeds for repeatable output and negative prompts, and covers memory-saving options such as CPU offloading, attention slicing and loading models at lower precision. The models run locally in the user's own Python environment with PyTorch.
Capabilities
- Write Diffusers code for text-to-image and image-to-image
- Set up inpainting, ControlNet and LoRA pipelines
- Reduce memory use with offloading and attention slicing
Install
The project doesn't document install steps that we could confirm. See the project's own instructions
What's inside
- references/advanced-usage.md
- references/troubleshooting.md
Details
| Fact | Value | Source |
|---|---|---|
| Type | Skill | |
| Tool | Image and video generation | |
| Publisher | Orchestra Research | source |
| Official status | Not stated in its documentation | |
| Needs an API key or sign-in | Not stated in its documentation | |
| Includes scripts | No | source |
| Platforms | Not stated in its documentation | |
| AI clients | Not stated in its documentation | |
| Licence | MIT | source |
| Pricing | Not stated in its documentation | |
| Activity | Last commit Oct 11, 202614,431 GitHub starsDownload data not available (not on npm or PyPI) | source |
| Links | Repository Website |
More from Orchestra Research
4 skills
All 4 from Orchestra Research →Also listed under: Image and video generation
Sources
- Skill file (SKILL.md)github.com/orchestra-research/ai-research-skills · Backs: PublisherNov 12, 2026
- Licence file (LICENSE)github.com/orchestra-research/ai-research-skills · Backs: LicenceNov 12, 2026
- Folder in the repository (stable-diffusion)github.com/orchestra-research/ai-research-skills · Backs: Includes scriptsNov 12, 2026
- GitHub repositorygithub.com/orchestra-research/ai-research-skills · Backs: Activity, LicenceNov 11, 2026
- Skill file (SKILL.md)github.com/Orchestra-Research/AI-Research-SKILLsNov 10, 2026
- Folder in the repository (stable-diffusion)github.com/Orchestra-Research/AI-Research-SKILLs · Backs: Includes scriptsNov 10, 2026