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Fanjia Yan
Research
I'm generally interested in interested in LLM agentic framework and Function calling/ Tool usage. Some of my works are listed below:
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Berkeley Function Calling Leaderboard
Fanjia Yan *,
Huanzhi Mao *,
Charlie Cheng-Jie Ji *,
Ion Stoica ,
Joseph E. Gonzalez ,
Tianjun Zhang ,
Shishir G. Patil
project page
/
github page
The first comprehensive evaluation on the LLM's ability to call functions and tools
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
Naman Jain ,
King Han ,
Alex Gu ,
Wen-Ding Li ,
Fanjia Yan ,
Tianjun Zhang ,
Sida Wang ,
Armando Solar-Lezama
Koushik Sen ,
Ion Stoica
project page
/
code
/
arXiv
LiveCodeBench collects problems from periodic contests platforms and uses them for constructing a holistic benchmark for evaluating Code LLMs across variety of code-related scenarios continuously over time.
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Openfunctions
Charlie Cheng-Jie Ji *,
Huanzhi Mao *,
Fanjia Yan *,
Ion Stoica ,
Joseph E. Gonzalez ,
Shishir G. Patil
Tianjun Zhang ,
project page
/
Huggingface page
A SOTA open source generally purpose function calling model.
