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103 Results
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Oral
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Thu 7:30 |
Accurate LoRA-Finetuning Quantization of LLMs via Information Retention Haotong Qin · Xudong Ma · Xingyu Zheng · Xiaoyang Li · Yang Zhang · Shouda Liu · Jie Luo · Xianglong Liu · Michele Magno |
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Oral
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Tue 1:30 |
Debating with More Persuasive LLMs Leads to More Truthful Answers Akbir Khan · John Hughes · Dan Valentine · Laura Ruis · Kshitij Sachan · Ansh Radhakrishnan · Edward Grefenstette · Samuel Bowman · Tim Rocktäschel · Ethan Perez |
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Oral
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Tue 8:15 |
PrE-Text: Training Language Models on Private Federated Data in the Age of LLMs Charlie Hou · Akshat Shrivastava · Hongyuan Zhan · Rylan Conway · Trang Le · Adithya Sagar · Giulia Fanti · Daniel Lazar |
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Oral
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Tue 8:15 |
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs Yeonhong Park · Jake Hyun · SangLyul Cho · Bonggeun Sim · Jae W. Lee |
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Poster
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Tue 4:30 |
Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs Yeonhong Park · Jake Hyun · SangLyul Cho · Bonggeun Sim · Jae W. Lee |
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Poster
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Tue 4:30 |
Towards Modular LLMs by Building and Reusing a Library of LoRAs Oleksiy Ostapenko · Zhan Su · Edoardo Ponti · Laurent Charlin · Nicolas Le Roux · Lucas Caccia · Alessandro Sordoni |
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Poster
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Thu 4:30 |
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference Piotr Nawrot · Adrian Łańcucki · Marcin Chochowski · David Tarjan · Edoardo Ponti |
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Oral
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Wed 2:15 |
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks Linyuan Gong · Sida Wang · Mostafa Elhoushi · Alvin Cheung |
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Oral Session
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Wed 1:30 |
Oral 3C LLMs: Code and Arithmetic |
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Oral Session
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Wed 7:30 |
Oral 4E LLMs |
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Poster
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Wed 4:30 |
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation Luca Beurer-Kellner · Marc Fischer · Martin Vechev |
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Poster
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Wed 2:30 |
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference Wei-Lin Chiang · Lianmin Zheng · Ying Sheng · Anastasios Angelopoulos · Tianle Li · Dacheng Li · Banghua Zhu · Hao Zhang · Michael Jordan · Joseph E Gonzalez · Ion Stoica |