InstructCoder: Instruction Tuning Large Language Models for Code Editing

1 code implementation • 31 Oct 2023 • Kaixin Li, Qisheng Hu, Xu Zhao, Hui Chen, Yuxi Xie, Tiedong Liu, Qizhe Xie, Junxian He

In this work, we explore the use of Large Language Models (LLMs) to edit code based on user instructions.

Goat: Fine-tuned LLaMA Outperforms GPT-4 on Arithmetic Tasks

1 code implementation • 23 May 2023 • Tiedong Liu, Bryan Kian Hsiang Low

We introduce Goat, a fine-tuned LLaMA model that significantly outperforms GPT-4 on a range of arithmetic tasks.

Attribute GPT-4 +1

CodeInstruct: Empowering Language Models to Edit Code

1 code implementation • Github 2023 • Qisheng Hu*, Kaixin Li*, Xu Zhao, Yuxi Xie, Tiedong Liu, Hui Chen, Qizhe Xie, Junxian He

In this work, we explore the use of large language models (LLMs) to edit code based on user instructions, covering a broad range of implicit tasks such as comment insertion, code optimization, and code refactoring.