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heli-stand/image-rm-sd3.5-medium-pickapicv2
image-rm-sd3.5-medium-pickapicv2 is a machine learning model from heli-stand. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for diffusers.
This is the selected Image RM checkpoint trained on liuhuohuo2/pick-a-pic-v2, using stabilityai/stable-diffusion-3.5-medium as the backbone.
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Updated Aug 9, 2026
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From the Hugging Face model README
This is the selected Image RM checkpoint trained on liuhuohuo2/pick-a-pic-v2, using stabilityai/stable-diffusion-3.5-medium as the backbone.
checkpoint-final2563e-5512851242| Split | Accuracy | Loss | Reward margin |
|---|---|---|---|
eval | 0.6993 | 0.6054 | 0.6142 |
eval_unique | 0.6573 | 0.5874 | 0.5162 |
eval was used as the primary selection metric and eval_unique as the complementary metric. This run provided the best overall balance among the completed T5-256 RM runs, with only mild late drift in eval loss and no late rise in eval_unique loss.
Use this checkpoint for reward labeling and reward-based alignment.