logan-zou / tutorial

Welcome to Logan's Demo World

About ME 👋

• 🔭 I'm Zou Yuheng, a master's student from the University of International Business and Economics, School of Information Technology and Management, major in Data Science and Big Data Technology.
• 📫 A constant learner and explorer, enthusiastic about participating in open-source projects related to NLP and LLM.
• 💬 Email: [email protected]
• 📄 My homepage: Logan Zou

Interest 👨🏽‍💻

• NLP : Large Language Model, Prompt Engineering, Cross-Language Model and more things about NLP
• Language : Python, Pytorch, Transformers and Markdown
• Theory : Neural Networks, Statistic Machine Learning, Distributed computing and something about Finetune

Open Source Experience 👯

As a manager：

• LLM Cookbook-Star 9.5K: A chinese tutorial of ChatGPT for Developers, contains ten classes of AndrewNg.
• LLM Universe-Star 2.5K: A Chinese tutorial for developing LLM application for new learner in AI.
• Self LLM-Star 4K: A Chinese tutorial for everything of open-source LLM, such as deployment, application, and fine-tuning processes.
• Tiny Universe: A Chinese tutorial for building a LLM system without any framework, to help learners handle the underlying details of LLM.

As a member:

• thorough-pytorch-Star 1.9K: A chinese tutorial of PyTorch.
• InternLM-tutorial-Star 634: A full-chain course on LLM from the Shanghai Artificial Intelligence Laboratory.
• Chat甄嬛-Star 292: A chat robot based on ChatGLM2 likes Zhenhuan.
• 动手学深度学习习题解答-Star 252: A Chinese exercise solution project for the "Dive into Deep Learning".
• 天机-Star 125: An AI system which can be utilized for tasks involving worldly wisdom to enhance your emotional intelligence.
• 奇想星球-AIGC共创平台: An AIGC platform for develpoers to support everyone want to bulid an AIGC application.
• GPT从入门到应用-Prompt使用指南: A chinese turorial of GPT for the learner who started study the prompt.
• Datawhale NLP 夏令营-Baseline: A baseline for the iFLYTEK algorithm competition, a core class in DataWhale AI summer camp.

Other Experience On NLP 🔬

Research

• 《A Neural-Ensemble Learning Method for Migration Prediction Based on Culinary Taste Data in China》: An English paper for migration prediction based on deep learning, accepted by SCI journel 《Journal of Nonlinear and Convex Analysis》.
• 《基于跨语言模型的中美数字经济政策对比研究》：A Chinses paper for comparing digital economic policies using cross-language models, accepted by SMP2023, submitted for Chinese core journel 《ISTIC》.
• 《Why Guests Write Negative Comments for Budget Hotels：Research Based on Aspect Extraction》：An English paper about hotels' comments, accepted by SCI journel 《Journal of Nonlinear and Convex Analysis》.

Competition

• 科大讯飞算法赛-基于论文摘要的文本分类与关键词抽取挑战赛: NLP competition of iFLYTEK, Top 3.
• 科大讯飞算法赛-人岗匹配挑战赛: NLP competition of iFLYTEK, Top3.
• Kaggle 算法赛-基于灾难推文的自然语言处理赛: NLP competition of Kaggle, 5%.
• 上海 AI Lab-浦源大模型系列挑战赛: LLM competition of Shanghai AI Lab,Top 12.
• 星火杯认知大模型场景创新赛：LLM competition of iFLYTEK, Top 50.
• 全国首届创新创意应用大赛: LLM competition of Shanghai Key Laboratory of Data Science, Top6.
• 第十二届电子商务三创赛：A nationwide entrepreneurship competition, the Best Innovation Award in Beijing.

GitHub Stats 📫