Yixing Luo's starred repositories
llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
qlora-chinese-LLM
使用qlora对中文大语言模型进行微调,包含ChatGLM、Chinese-LLaMA-Alpaca、BELLE
chatGLM-6B-QLoRA
使用peft库,对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调,并做lora model和base model的merge及4bit的量化(quantize)。
Efficient_Foundation_Model_Survey
Survey Paper List - Efficient LLM and Foundation Models
MedicalGPT
MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。
HighwayEnv
A minimalist environment for decision-making in autonomous driving
rrt-algorithms
n-dimensional RRT, RRT* (RRT-Star)
tool-competition-av
The repository hosts the code for the SBST CPS Tool competition for testing autonomous cars.
Test-case-Prioterization-using-Genetic-Algorithm
Prioritize test case scenarios by identifying the critical path cluster using Genetic algorithm
leetcode-master
《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀
style-check
Style checker for latex documents
awesome-fuzzing
A curated list of awesome Fuzzing(or Fuzz Testing) for software security