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Update README.md

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@@ -16,7 +16,6 @@ SDXL-Turbo is a fast generative text-to-image model that can synthesize photorea
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  TODO: ADD DETAILED MODEL DESCRIPTION.
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-
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  - **Developed by:** Stability AI
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  - **Funded by:** Stability AI
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  - **Model type:** Generative text-to-image model
@@ -29,10 +28,12 @@ which implements the most popular diffusion frameworks (both training and infere
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  - **Repository:** https://github.com/Stability-AI/generative-models
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  - **Paper:** TODO
 
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  ## Evaluation
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- ![comparison](comparison.png)
 
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  The chart above evaluates user preference for SDXL-Turbo over TODO.
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  SDXL-Turbo is preferred by human voters in terms of image quality and prompt following.
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  For details on the user study, we refer to the [research paper](TODO)
 
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  TODO: ADD DETAILED MODEL DESCRIPTION.
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  - **Developed by:** Stability AI
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  - **Funded by:** Stability AI
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  - **Model type:** Generative text-to-image model
 
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  - **Repository:** https://github.com/Stability-AI/generative-models
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  - **Paper:** TODO
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+ - **Demo:** TODO
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  ## Evaluation
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+ ![comparison1](image_quality_one_step.png)
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+ ![comparison2](prompt_alignment_one_step.png)
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  The chart above evaluates user preference for SDXL-Turbo over TODO.
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  SDXL-Turbo is preferred by human voters in terms of image quality and prompt following.
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  For details on the user study, we refer to the [research paper](TODO)