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Joseph E. Gonzalez

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RAFT: Adapting Language Model to Domain Specific RAG

Mar 15, 2024
Tianjun Zhang, Shishir G. Patil, Naman Jain, Sheng Shen, Matei Zaharia, Ion Stoica, Joseph E. Gonzalez

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Optimizing LLM Queries in Relational Workloads

Mar 09, 2024
Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia

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Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference

Mar 07, 2024
Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael Jordan, Joseph E. Gonzalez, Ion Stoica

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Fairness in Serving Large Language Models

Dec 31, 2023
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica

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See, Say, and Segment: Teaching LMMs to Overcome False Premises

Dec 13, 2023
Tsung-Han Wu, Giscard Biamby, David Chan, Lisa Dunlap, Ritwik Gupta, Xudong Wang, Joseph E. Gonzalez, Trevor Darrell

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Efficiently Programming Large Language Models using SGLang

Dec 12, 2023
Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Jeff Huang, Chuyue Sun, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark Barrett, Ying Sheng

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Describing Differences in Image Sets with Natural Language

Dec 05, 2023
Lisa Dunlap, Yuhui Zhang, Xiaohan Wang, Ruiqi Zhong, Trevor Darrell, Jacob Steinhardt, Joseph E. Gonzalez, Serena Yeung-Levy

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Self-correcting LLM-controlled Diffusion Models

Nov 27, 2023
Tsung-Han Wu, Long Lian, Joseph E. Gonzalez, Boyi Li, Trevor Darrell

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LLM-Assisted Code Cleaning For Training Accurate Code Generators

Nov 25, 2023
Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica

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Rethinking Benchmark and Contamination for Language Models with Rephrased Samples

Nov 11, 2023
Shuo Yang, Wei-Lin Chiang, Lianmin Zheng, Joseph E. Gonzalez, Ion Stoica

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