Fanjia Yan

I'm a M.S. student at Berkeley EECS, where I focus on Language Model Agents and Tool usage .

I did my undergraduate degree at UC Berkeley. I have previously or currently interned at Nvidia, Amazon, and Aqueduct.

Email  /  CV  /  Scholar  /  Twitter  /  Github

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I'm generally interested in interested in LLM agentic framework and Function calling/ Tool usage. Some of my works are listed below:

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.

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.