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Hi there 👋 I'm Shawn. Currently working as a LLM practitioner.

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：ArtificialZeng 160w+点击CSDN: AI生成曾小健

发起项目主要有大模型训练，和大模型代码解析(逐行)两块。还有一些重大项目的微小贡献。
Baichuan微调训练 *** 百川微调训练源码解析
ChatGLM2-6B-Explained *** ChatGLM-Efficient-Tuning-Explained

我贡献的项目：

Company Project Stars Description
### 大语言模型 ###
llama3 GitHub Repo stars Meta的最强开源模型
Baichuan2 GitHub Repo stars 百川智能第二代7-13B（9.6发布）
Qwen GitHub Repo stars 阿里7B/14B SOTA聊天LLM项目
GLM-4 GitHub Repo stars 清华智谱第 4 代基模型/多模态
### 多模态大模型 ###
InternVL GitHub Repo stars 世界最强开源多模态大模型
awesome-text-to-video GitHub Repo stars text-to-video相关资料
### 大模型微调框架 ###
swift GitHub Repo stars 阿里通义千问实验室官方出品训练框架，支持35+LLM/MLM
## 大模型部署+量化 ##
lmdeploy GitHub Repo stars 上海人工智能实验室出品的大模型部署框架
fastllm GitHub Repo stars 大模型加速/量化
inference GitHub Repo stars 大模型部署、推理工具
### NLP基础框架 ###
transformers GitHub Repo stars 自然语言理解的基础框架
PaddleNLP GitHub Repo stars 百度通用基础NLP框架
## 大模型检索增强RAG + Agentic ##
dify GitHub Repo stars LLM app开发、RAG框架
Langchain-Chatchat GitHub Repo stars LLM Agent + RAG开发框架
RAGFlow GitHub Repo stars 顶级RAG框架
MindSearch GitHub Repo stars 上海人工智能实验室出品的RAG搜索框架
Awesome-Prompt-Engineering GitHub Repo stars 提示工程集合
### 机器学习与其他 ###
Pycaret GitHub Repo stars 顶级自动化机器学习框架
AutoX GitHub Repo stars 第四范式出品自动化机器学习框架
ProG GitHub Repo stars 图神经/图提示网络统一框架(2023 KDD Best Paper)
torchlm GitHub Repo stars Torch人脸/关键点系列框架
Total ⭐270.74k

已被合并PR但不是main分支：

因为各种各样的原因，没有被合并到主分支，但已成功被merge PR.

Company Project Stars Description
ChatTTS GitHub Repo stars 语音ChatGPT
InternVL GitHub Repo stars 世界最强开源多模态大模型
DeepCTR GitHub Repo stars 推荐系统顶级框架
hummingbot GitHub Repo stars Python语言最快的量化交易框架

Dr. Artificial曾小健's Projects

pyhanlp icon pyhanlp

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

pyswarms icon pyswarms

A research toolkit for particle swarm optimization in Python

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

q-trader icon q-trader

Deep Q-learning driven stock trader bot

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

quantlib icon quantlib

The idiomatic rust implementation of the QuantLib C++ quantitative finance library

qwen-7b icon qwen-7b

The official repo of Qwen-7B (通义千问-7B) chat & pretrained large language model proposed by Alibaba Cloud.

rec_pangu icon rec_pangu

Some Rank/Multi-task model implemented by Pytorch

res-interview-notes icon res-interview-notes

本项目是作者们根据个人面试和经验总结出的推荐系统(RES) 面试准备的学习笔记与资料，该资料目前包含 推荐各领域的 面试题积累。

resnet34 icon resnet34

基于ResNet34模型实现对cifar-10数据集的识别

smart_construction icon smart_construction

基于目标检测工地安全帽和禁入危险区域识别系统，附 YOLO v5 训练自己的数据集超详细教程！！！

spiking-neural-network-snn-with-pytorch-where-backpropagation-engenders-stdp icon spiking-neural-network-snn-with-pytorch-where-backpropagation-engenders-stdp

What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural network sees data throughout time, and activation functions are instead spikes that are raised past a certain pre-activation threshold. Pre-activation values constantly fades if neurons aren't excited enough.

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