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35 lines
2.6 KiB
Markdown
35 lines
2.6 KiB
Markdown
1 year ago
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## Notable Stable Diffusion Implementations
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- https://github.com/ahrm/UnstableFusion
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- https://github.com/AUTOMATIC1111/stable-diffusion-webui
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- https://github.com/blueturtleai/gimp-stable-diffusion
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- https://github.com/hafriedlander/stable-diffusion-grpcserver
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- https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/stable_diffusion
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- https://github.com/lkwq007/stablediffusion-infinity
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- https://github.com/lstein/stable-diffusion
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- https://github.com/parlance-zz/g-diffuser-lib
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- https://github.com/hafriedlander/idea2art
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## Image Generation Algorithms
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| date | name | group | use type | FID | params |
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|------------|----------------------------------------------------------------------------------------------------------------------------------------------------------|---------|----------|-----|--------|
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| 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 |
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| 2022-11-24 | Stable Diffusion 2 | StabilityAI | Opensource
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| 2022-09-28 | Dall-E-2 | OpenAI | API |
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| 2022-08-22 | Stable Diffusion | StabilityAI | Opensource
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| - | Latent Diffusion |
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## Further Reading
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- https://github.com/vdumoulin/conv_arithmetic/blob/master/README.md
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- [Prompt Engineering Handbook](https://openart.ai/promptbook)
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- Differences between samplers
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- https://www.reddit.com/r/StableDiffusion/comments/xbeyw3/can_anyone_offer_a_little_guidance_on_the/
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- https://www.reddit.com/r/bigsleep/comments/xb5cat/wiskkeys_lists_of_texttoimage_systems_and_related/
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- https://huggingface.co/blog/annotated-diffusion
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- https://github.com/jessevig/bertviz
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- https://www.youtube.com/watch?v=5pIQFQZsNe8
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- https://jalammar.github.io/illustrated-transformer/
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- https://huggingface.co/blog/assets/78_annotated-diffusion/unet_architecture.jpg
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