ZhongJie Zeng's starred repositories
NLPer-Arsenal
收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴(当前赛事、往期赛事、训练赛)、NLP会议时间、常用自媒体、GPU推荐等,持续更新中
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.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
ColossalAI
Making large AI models cheaper, faster and more accessible
MLOPs-Primer
A collection of resources to learn about MLOPs.
Agriculture_KnowledgeGraph
农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策
paper-reading
深度学习经典、新论文逐段精读
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
Multi-Robot-Coverage-Planning
Multi-Robot Coverage Planning for Cleaning Robots || AIITRA Robotics Challenge 2021
PythonRobotics
Python sample codes for robotics algorithms.
snorkel-tutorials
A collection of tutorials for Snorkel
deep_learning_and_the_game_of_go
Code and other material for the book "Deep Learning and the Game of Go"
py-faster-rcnn
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version