3.3 KiB
Kandinsky 2.2
Kandinsky 2.2 is created by Arseniy Shakhmatov, Anton Razzhigaev, Aleksandr Nikolich, Vladimir Arkhipkin, Igor Pavlov, Andrey Kuznetsov, and Denis Dimitrov.
The description from it's GitHub page is:
Kandinsky 2.2 brings substantial improvements upon its predecessor, Kandinsky 2.1, by introducing a new, more powerful image encoder - CLIP-ViT-G and the ControlNet support. The switch to CLIP-ViT-G as the image encoder significantly increases the model's capability to generate more aesthetic pictures and better understand text, thus enhancing the model's overall performance. The addition of the ControlNet mechanism allows the model to effectively control the process of generating images. This leads to more accurate and visually appealing outputs and opens new possibilities for text-guided image manipulation.
The original codebase can be found at ai-forever/Kandinsky-2.
Tip
Check out the Kandinsky Community organization on the Hub for the official model checkpoints for tasks like text-to-image, image-to-image, and inpainting.
Tip
Make sure to check out the schedulers guide to learn how to explore the tradeoff between scheduler speed and quality, and see the reuse components across pipelines section to learn how to efficiently load the same components into multiple pipelines.
KandinskyV22PriorPipeline
autodoc KandinskyV22PriorPipeline - all - call - interpolate
KandinskyV22Pipeline
autodoc KandinskyV22Pipeline - all - call
KandinskyV22CombinedPipeline
autodoc KandinskyV22CombinedPipeline - all - call
KandinskyV22ControlnetPipeline
autodoc KandinskyV22ControlnetPipeline - all - call
KandinskyV22PriorEmb2EmbPipeline
autodoc KandinskyV22PriorEmb2EmbPipeline - all - call - interpolate
KandinskyV22Img2ImgPipeline
autodoc KandinskyV22Img2ImgPipeline - all - call
KandinskyV22Img2ImgCombinedPipeline
autodoc KandinskyV22Img2ImgCombinedPipeline - all - call
KandinskyV22ControlnetImg2ImgPipeline
autodoc KandinskyV22ControlnetImg2ImgPipeline - all - call
KandinskyV22InpaintPipeline
autodoc KandinskyV22InpaintPipeline - all - call
KandinskyV22InpaintCombinedPipeline
autodoc KandinskyV22InpaintCombinedPipeline - all - call