A curated list of awesome LLM/VLM/VLA/World Model for Autonomous Driving(LLM4AD) resources (continually updated)

Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"

A Self-adaptation Framework🐙 that adapts LLMs for unseen tasks in real-time!

LLM4AD: A Platform for Algorithm Design with Large Language Model

Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]

Code files for advanced LLM Course

大模型进阶面经

ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization

Fine-tuning Open-Source LLMs for Adaptive Machine Translation

This repository documents a series of experiments focused on adversarial prompting and jailbreaks against large language models. It is part of my personal red teaming portfolio, intended to showcase prompt engineering techniques, jailbreak persistence, and alignment failure analysis.

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사용자가 채팅웹을 통해 자신이 처한 법률적 상황을 제시하면, 입력에 대한 문맥을 모델이 이해하여 가이드라인을 제시하고, 유사한 상황의 판례를 제공하는 웹 서비스입니다. (2023.08.18 서비스 종료)

[ACL Findings 2025] A benchmark for anomaly detection using large language models. It supports zero-shot detection, data augmentation, and model selection, with scripts and data for GPT-4 and Llama experiments.

针对大语言模型的对抗性攻击总结

Package for calling different models with same interface

RAG - Add Your Own Data to LLMs Using LangChain & LlamaIndex

Adaptive Machine Translation with Large Language Models

This is the final year project of university, in which my group is developing a chatbot for university admissions using LLMS and RAG. The bot is powered by Langchain and FastAPI. The UI and frontend is developed in Next.js.

[IEEE-TITS] Official implementation of paper "A Survey on the Application of Large Language Models in Scenario-Based Testing of Automated Driving Systems"

LLMs represent numbers on a helix and manipulate that helix to do addition.

3-Pipeline LLMOps Financial advisor. Steaming pipeline deployed on AWS, 24/7 collects, embeds live-data into QdrantDB. Training pipeline finetunes model on serverless GPU and logs best model on WandB Registry.Inference pipeline downloads best model from registry for inference, utilizes Langchain to maintain history and context retrieval.

This project leverages Large Language Models (LLMs) and a multi-agent framework to analyze stock prices, gather relevant news, and generate comprehensive financial investment reports for companies.

Toolbox to run adversarial attacks against LLM.

Text-to-3D Model addin for Blender using Ollama and OpenAI GPT

This is the official repo for Do LLM Modules Generalize? A Study on Motion Generation for Autonomous Driving. CoRL 2025

Project: AI Roleplay Companion Key Features: ✅ Ad-Free & Free: No paywalls, no ads in chats 🧠 Persistent Memory: Solves companion AI's "memory loss" issue 📱 Social Features: Diary & Social Feed (CatBox-style, implemented) 🤖 Multi-LLM Support: Integrates major LLM APIs for character switching 🛠️ Tech Stack: Flask + LangGraph agent architect

LLM for Index Recommendation

This is the official implementation of our ACL 2025 Main paper "Balancing Diversity and Risk in LLM Sampling".

An Enterprise LLM chat system using LibreChat, AWS Bedrock and LDAP/AD Authentication