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README.md

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 # FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
 
-🏠 [Homepage](https://qwen-pilot.notion.site/fipo) | 📝 [Paper PDF](https://github.com/qwenpilot/FIPO/blob/main/assets/FIPO_Eliciting_Deep_Reasoning_with_Future_KL_Influenced_Policy_Optimization.pdf) | 🤗 [Hugging Face](https://huggingface.co/QwenPilot/FIPO_32B) | 🤖 [ModelScope](https://modelscope.cn/models/chiyum609/FIPO_32B) | 🐱 [GitHub](https://github.com/qwenpilot/FIPO)
+🏠 [Homepage](https://qwen-pilot.notion.site/fipo) | 📝 [Paper PDF](https://arxiv.org/abs/2603.19835) | 🤗 [Hugging Face](https://huggingface.co/QwenPilot/FIPO_32B) | 🤖 [ModelScope](https://modelscope.cn/models/chiyum609/FIPO_32B) | 🐱 [GitHub](https://github.com/qwenpilot/FIPO)
 
 **Qwen Pilot, Alibaba Group | Published on March 20, 2026**