Text-to-Video
Diffusers
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+ ---
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+ library_name: diffusers
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+ license: mit
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+ pipeline_tag: text-to-video
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+ base_model:
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+ - Wan-AI/Wan2.2-T2V-A14B
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+ ---
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+
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+ # Model Summary
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+ This model is GRPO trained using [UnifiedReward-Flex](https://huggingface.co/collections/CodeGoat24/unifiedreward-flex) as reward on the training dataset of [UniGenBench](https://github.com/CodeGoat24/UniGenBench).
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+ 🚀 The inference code is available at [Github](https://github.com/CodeGoat24/Pref-GRPO/blob/main/inference/wan22_dist_infer.sh).
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+ For further details, please refer to the following resources:
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+ - 📰 Paper: https://arxiv.org/abs/2602.02380
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+ - 🪐 Project Page: https://codegoat24.github.io/UnifiedReward/flex
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+ - 🤗 Model Collections: https://huggingface.co/collections/CodeGoat24/unifiedreward-flex
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+ - 🤗 Dataset: https://huggingface.co/datasets/CodeGoat24/UnifiedReward-Flex-SFT-90K
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+ - 👋 Point of Contact: [Yibin Wang](https://codegoat24.github.io)
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+
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+ More generated videos are shown in [project page](https://codegoat24.github.io/UnifiedReward/flex) (bottom).
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+
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/654c6845bac6e6e49895a5b5/kXyMgKm3nnw_caoiwhqNt.png)
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+ ![image](https://cdn-uploads.huggingface.co/production/uploads/654c6845bac6e6e49895a5b5/HJ9OXrSgBM7jZppAKgjeX.png)
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+ ## Citation
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+
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+ ```bibtex
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+ @article{unifiedreward-flex,
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+ title={Unified Personalized Reward Model for Vision Generation},
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+ author={Wang, Yibin and Zang, Yuhang and Han, Feng and Bu, Jiazi and Zhou, Yujie and Jin, Cheng and Wang, Jiaqi},
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+ journal={arXiv preprint arXiv:2602.02380},
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+ year={2026}
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+ }
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+ ```