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README.md

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+Welcome to Kandinsky, the multi-lingual image generation model!
+Kandinsky was officially released as part of the [Kandinsky-2 repo](https://github.com/ai-forever/Kandinsky-2) by:
+
+- [Arseniy Shakhmatov](https://github.com/cene555)
+- [Anton Razzhigaev](https://github.com/razzant)
+- [Aleksandr Nikolich](https://github.com/AlexWortega)
+- [Igor Pavlov](https://github.com/boomb0om)
+- [Andrey Kuznetsov](https://github.com/kuznetsoffandrey)
+- [Denis Dimitrov](https://github.com/denndimitrov)
+
+## Kandinsky 2.1
+
+Kandinsky 2.1 includes **three** public checkpoints:
+
+- [Prior]: A prior diffusion model mapping text embeddings to image embeddings
+- [Text-to-Image / Image-to-Image]: A decoding diffusion model mapping image embeddings to images
+- [Inpainting]: A decoding diffusion model mapping image embeddings and masked images to images