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Repository for the paper "Large Language Model-Based Agents for Software Engineering: A Survey".
Enhancing AI Software Engineering with Repository-level Code Graph
Agentless🐱: an agentless approach to automatically solve software development problems
A project structure aware autonomous software engineer aiming for autonomous program improvement. Resolved 30.67% tasks (pass@1) in SWE-bench lite and 38.40% tasks (pass@1) in SWE-bench verified wi…
BigCodeBench: Benchmarking Code Generation Towards AGI
A guidance language for controlling large language models.
SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.
Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective…
Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.
Official code for the paper "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"
SGLang is a fast serving framework for large language models and vision language models.
✨ RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems - ICLR 2024
WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)
The repository for paper "DebugBench: "Evaluating Debugging Capability of Large Language Models".
[ICML'24] Magicoder: Empowering Code Generation with OSS-Instruct
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step by Step
Source code for InBedder, an instruction-following text embedder
The official PyTorch implementation of Google's Gemma models
Open weights LLM from Google DeepMind.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
OpenGFW is a flexible, easy-to-use, open source implementation of GFW (Great Firewall of China) on Linux