<p><strong>Human Preference Lora Alpha</strong></p><p>It is an alpha version of my &lt;Human Preference Lora&gt;</p><p></p><p><strong>Effect</strong></p><p>This lora tends to make reasonable appearance and shadow.</p><p>Add or change details.</p><p>Align the human aesthetic.</p><p></p><p><strong>Dataset</strong></p><p>The original dataset is Pick a pic v2 dataset</p><p><a target="_blank" rel="ugc" href="https://huggingface.co/datasets/yuvalkirstain/pickapic_v2">https://huggingface.co/datasets/yuvalkirstain/pickapic_v2</a></p><p>Filtered 2500 high quality pairs for the training.</p><p>PS: It is just an alpha for proof of concept. It will be bigger after filtered more pairs for the training</p><p></p><p><strong>Training method</strong></p><p>The training code is modified from <a target="_blank" rel="ugc" href="https://sliders.baulab.info/">https://sliders.baulab.info/</a></p><p>Using the slider codebase and changed it to iterate image pairs with caption.</p><p>Might improve the loss function to</p><p>Diffusion Model Alignment Using Direct Preference Optimization</p><p><a target="_blank" rel="ugc" href="https://arxiv.org/pdf/2311.12908.pdf">https://arxiv.org/pdf/2311.12908.pdf</a></p><p>if neccessary.</p><p></p><p>Buy me a coffee to support my work.</p><p><a target="_blank" rel="ugc" href="https://www.buymeacoffee.com/jasonaicreator">https://www.buymeacoffee.com/jasonaicreator</a></p><p></p><p>Contact: <a target="_blank" rel="ugc" href="mailto:lrzjason@gmail.com">lrzjason@gmail.com</a></p><p>Discord: .xiaozhi</p><p>QQ Group: 866612947 anwser: 小志Jason</p><p></p><p></p>
Public
SDXL 1.0
<p>Alpha test</p>
https://civitai.com/api/download/models/265719
true
https://civitai.com/api/download/models/265719
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SafeTensor
human_preference_lora_alpha.safetensors
No Pickle imports
Success
2023-12-17T18:00:45.952Z
Model
Success
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Alpha
2023-12-17T16:13:49.123Z
[SDXL] Human Preference Lora Alpha More Reasonable Appearance and Realistic Shadow
aesthetic tool human peference