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SDXL DPO
SDXL DPO

SDXL DPO

CKPT· ·820K+ creations·1 comment
A Direct Preference Optimization (DPO) aligned version of SDXL 1.0.

Model specifications

Art
Realism
Cost
$$$$$
Prompting
Typography

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A rustic swing overlooking a misty mountain range at dawn.
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Plushies, stuffed animals left sitting on a weathered wooden...
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Ethereal Birds of Paradise in Nebula Sky
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Cats on Swings in Expressive, Animated Style
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Cats on Swing Set in Expressive Oil Painting Style
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Whimsical Mouse on Swing in Surrealist Style
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Whimsical Mouse on Swings in Folk Art Style
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Miniature World on a Cosmic Swing in Surreal Oil Painting
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Comments

Anonymous User
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(From abstract of paper by Wallace, Dang, Rafailov, et al., 2023)
"... a method to align diffusion models to human preferences by directly optimizing on human comparison data.... Using the Pick-a-Pic dataset of 851K crowdsourced pairwise preferences, we fine-tune the base model of the state-of-the-art Stable Diffusion XL (SDXL)-1.0 model with Diffusion-DPO. Our fine-tuned base model significantly outperforms... SDXL-1.0... in human evaluation, improving visual appeal and prompt alignment."
2024-03-03T17:43:04.762ZReply