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NLP : Large Language Model, RAG, Agents and more things about NLP
Language : Python, Pytorch, Transformers and Markdown
Theory : Neural Networks, Statistic Machine Learning, Distributed computing and everything about LLM
Open Source Experience 👯
Happy-LLM-Star 8.1K :A chinese tutorial for LLM, include theory of LLM and practice, you can handle LLM well only with this repository.
Self LLM-Star 20.6K: A Chinese tutorial for everything of open-source LLM, such as deployment, application, and fine-tuning processes.
LLM Cookbook-Star 20.2K: A chinese tutorial of ChatGPT for Developers, contains ten classes of AndrewNg.
LLM Universe-Star 8.9K: A Chinese tutorial for developing LLM application for new learner in AI.
Tiny Universe-Star 3.2K: A Chinese tutorial for building a LLM system without any framework, to help learners handle the underlying details of LLM.
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, accepted by Chinese core journel 《Complex Systems and Complexity Science》.
《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》.