added doc for Kandinsky3.0 #5937
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a-r-r-o-w
reviewed
Nov 27, 2023
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| The description from it's Github page: | ||
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| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* |
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| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* | |
| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russian culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* |
a-r-r-o-w
approved these changes
Nov 27, 2023
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cc @yiyixuxu |
yiyixuxu
reviewed
Nov 27, 2023
| @@ -9,7 +9,25 @@ specific language governing permissions and limitations under the License. | |||
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| # Kandinsky 3 | |||
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| TODO | |||
| Kandinsky 3 is created by [Arkhipkin Vladimir](https://github.com/oriBetelgeuse), [Igor Pavlov](https://github.com/boomb0om), [Andrei Filatov](https://github.com/anvilarth), [Zein Shaheen](https://github.com/zeinsh). | |||
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Let's add the entire list of authors here https://github.com/ai-forever/Kandinsky-3#authors
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Ahh, I missed it. @yiyixuxu Thank you for pointing out :)
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| The description from it's Github page: | ||
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| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* |
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Let's instead talk a little bit more about the architecture here. I think mostly:
- a very power text encoder: FLAN-UL2
- special Unet blocks that's twice deeper but remain same parameter counts
- movq decoder (same as kandinsky 2)
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| The description from it's Github page: | ||
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| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* |
There was a problem hiding this comment.
Suggested change
| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, Kandinsky 3.0 incorporates more data and specifically related to Russian culture, which allows to generate pictures related to Russin culture. Furthermore, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* | |
| *Kandinsky 3.0 is an open-source text-to-image diffusion model built upon the Kandinsky2-x model family. In comparison to its predecessors, enhancements have been made to the text understanding and visual quality of the model, achieved by increasing the size of the text encoder and Diffusion U-Net models, respectively.* |
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The documentation is not available anymore as the PR was closed or merged. |
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yiyixuxu
reviewed
Nov 29, 2023
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Great job @charchit7 |
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Thanks @patrickvonplaten First PR merged to diffusers! more to go. |
AmericanPresidentJimmyCarter
pushed a commit
to AmericanPresidentJimmyCarter/diffusers
that referenced
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Apr 26, 2024
* added en doc for Kandinsky3.0 * required changes * Update docs/source/en/api/pipelines/kandinsky3.md * Update docs/source/en/api/pipelines/kandinsky3.md * Update docs/source/en/api/pipelines/kandinsky3.md --------- Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
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What does this PR do?
Fixes #5936
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Who can review?
@patrickvonplaten @yiyixuxu