## Notable Stable Diffusion Implementations
 - https://github.com/ahrm/UnstableFusion
 - https://github.com/AUTOMATIC1111/stable-diffusion-webui
 - https://github.com/blueturtleai/gimp-stable-diffusion
 - https://github.com/hafriedlander/stable-diffusion-grpcserver
 - https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/stable_diffusion
 - https://github.com/lkwq007/stablediffusion-infinity
 - https://github.com/lstein/stable-diffusion
 - https://github.com/parlance-zz/g-diffuser-lib
 - https://github.com/hafriedlander/idea2art

## Image Generation Algorithms

| date       | name                                                                                                                                                     | group   | use type | FID | params |
|------------|----------------------------------------------------------------------------------------------------------------------------------------------------------|---------|----------|-----|--------|
| 2023-02-22 | [Composer](https://damo-vilab.github.io/composer-page/) [[paper]](https://arxiv.org/pdf/2302.09778.pdf) [[code]](https://github.com/damo-vilab/composer) | Alibaba | Private  | 9.2 | 3.4B   |
| 2022-11-24 | Stable Diffusion 2                                                                                                                                       | StabilityAI | Opensource
| 2022-09-28 | Dall-E-2                                                                                                                                                 | OpenAI | API | 
| 2022-08-22 | Stable Diffusion                                                                                                                                         | StabilityAI | Opensource
| - | Latent Diffusion                                                                                                                                         |
 

## Further Reading
 - https://github.com/vdumoulin/conv_arithmetic/blob/master/README.md
 - [Prompt Engineering Handbook](https://openart.ai/promptbook)
 - Differences between samplers
   - https://www.reddit.com/r/StableDiffusion/comments/xbeyw3/can_anyone_offer_a_little_guidance_on_the/
 - https://www.reddit.com/r/bigsleep/comments/xb5cat/wiskkeys_lists_of_texttoimage_systems_and_related/
 - https://huggingface.co/blog/annotated-diffusion
 - https://github.com/jessevig/bertviz
 - https://www.youtube.com/watch?v=5pIQFQZsNe8
 - https://jalammar.github.io/illustrated-transformer/
 - https://huggingface.co/blog/assets/78_annotated-diffusion/unet_architecture.jpg