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dpo-sd-text2image-v1-fp16
bdsqlsz/dpo-sd-text2image-v1-fp16
dpo-sd-text2image-v1-fp16 is a machine learning model from bdsqlsz. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Direct Preference Optimization (DPO) for text-to-image diffusion models is a method to align diffusion models to text human preferences by directly optimizing on human comparison data. Please check paper at Diffusion…
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Updated Dec 19, 2023
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9.1 GB
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At a glance
- Access
- Public
- Created
- Dec 19, 2023
- Updated
- Dec 19, 2023
- SHA
- 6ab4f56c
Datasets
Model card
From the Hugging Face model README
Diffusion Model Alignment Using Direct Preference Optimization
Direct Preference Optimization (DPO) for text-to-image diffusion models is a method to align diffusion models to text human preferences by directly optimizing on human comparison data. Please check paper at Diffusion Model Alignment Using Direct Preference Optimization.
SD1.5 model is fine-tuned from stable-diffusion-v1-5 on offline human preference data pickapic_v2.
SDXL model is fine-tuned from stable-diffusion-xl-base-1.0 on offline human preference data pickapic_v2.
- Created
- Dec 19, 2023
- Updated
- Dec 19, 2023