[ACL 2025] Graph Aligned Large Language Models for Improved Source Code Understanding

A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).

[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"

Generative Judge for Evaluating Alignment

[TOSEM 2025]

R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation

Open-source code analysis platform for C/C++/Java/Binary/Javascript/Python/Kotlin based on code property graphs. Discord https://discord.gg/vv4MH284Hc

The source code of project "LLift" (Enhancing static analysis with LLM)

C Code Source Metrics - tool to gather simple metrics from C code

See the invisible structure of your code

A simple code complexity analyser without caring about the C/C++ header files or Java imports, supports most of the popular languages.

C code refactoring browser

C Quality Metrics

CMetrics measures size and complexity for C files

Library to parse and work with the C++ AST

A static-analysis tool to detect C/C++ vulnerabilities based on graph comparison

The replication package of paper "Pre-training by Predicting Program Dependencies for Vulnerability Analysis Tasks"

Explainable Vulnerability Detection in C/C++ Using Edge-Aware Graph Attention Networks

End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中，我们深入进去探究。

100 % FREE, Private (No Internet) DeepSeek’s Advanced RAG: Boost Your RAG Chatbot: Hybrid Retrieval (BM25 + FAISS) + Neural Reranking + HyDe🚀

本项目设计了一个基于 RAG 与大模型技术的医疗问答系统，利用 DiseaseKG 数据集与 Neo4j 构 建知识图谱，结合 BERT 的命名实体识别和 34b 大模型的意图识别，通过精确的知识检索和问答生成， 提升系统在医疗咨询中的性能，解决大模型在医疗领域应用的可靠性问题。

📚 从零开始的大语言模型原理与实践教程

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

llm相关内容，包括：基础知识、八股文、面经、经典论文

Replication package for "Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection", ICSE 2024.