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Human Preference Training (Utilize concept slider and pickapicv2)

Human Preference Training (Utilize concept slider and pickapicv2)

Pickapicv2 dataset

https://huggingface.co/datasets/yuvalkirstain/pickapic_v2

Collected 10k subset from pickapicv2 training split with hpsv2 score filter (above 2.8 score)

Download script

https://github.com/lrzjason/DownloadPickAPic/tree/main

async download

allow to pause anytime

include hpsv2 filter

Filtering

After downloading images, I had done the following filtering

Manully filtered low quality images

Correct the caption

Adjust high and low selection

pickapicv2_filtered_4k (6.21 GB)

https://mega.nz/file/fgsxhbIa#QSNcjVxm4vY2f68PyOzmlIMHQCQOe93EyyFK1rmRkEc

Content

a few NSFW

text on sign

wide composition

etc

Training

https://github.com/lrzjason/sliders-image

This modified version would take captions folder to train with image pairs.

Only modifed the SDXL part.

Reference

https://huggingface.co/datasets/yuvalkirstain/pickapic_v2

https://github.com/rohitgandikota/sliders

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