WARM: On the Benefits of Weight Averaged Reward Models (AI summary)
Alexandre Ramé, Nino Vieillard, Léonard Hussenot, Robert Dadashi, Geoffrey Cideron, Olivier Bachem, Johan Ferret
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A Survey of Resource-efficient LLM and Multimodal Foundation Models (AI summary)
Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu
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Self-Discover: Large Language Models Self-Compose Reasoning Structures (AI summary)
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
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Red Teaming Visual Language Models (AI summary)
Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu
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Lumiere: A Space-Time Diffusion Model for Video Generation (AI summary)
Omer Bar-Tal, Hila Chefer, Omer Tov, Charles Herrmann, Roni Paiss, Shiran Zada, Ariel Ephrat, Junhwa Hur, Yuanzhen Li, Tomer Michaeli, Oliver Wang, Deqing Sun, Tali Dekel, Inbar Mosseri
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More Agents Is All You Need (AI summary)
Junyou Li, Qin Zhang, Yangbin Yu, Qiang Fu, Deheng Ye
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Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads (AI summary)
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao
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AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents (AI summary)
Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He
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Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasonin (AI summary)
Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong
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Fine-grained Hallucination Detection and Editing for Language Models (AI summary)
Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi
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