Top Natural language processing repositories on GitHub

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

• nlp
• natural-language-processing
• pytorch
• pytorch-transformers
• transformer
• model-hub

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

• fine-tuning
• llama
• llm
• peft
• transformers
• rlhf

12 Weeks, 24 Lessons, AI for All!

• deep-learning
• artificial-intelligence
• machine-learning
• ai
• computer-vision
• nlp

Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering
• computer-vision
• course

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

• fp-growth
• apriori
• mahchine-leaning
• naivebayes
• svm
• adaboost

微舆：人人可用的多Agent舆情分析助手，打破信息茧房，还原舆情原貌，预测未来走向，辅助决策！从0实现，不依赖任何框架。

• agent-framework
• data-analysis
• multi-agent-system
• nlp
• public-opinion-analysis
• python3

TensorFlow code and pre-trained models for BERT

• nlp
• google
• natural-language-processing
• natural-language-understanding
• tensorflow

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

• llm
• nlp
• python
• gemini-ai
• information-extration
• large-language-models

500 AI Machine learning Deep learning Computer vision NLP Projects with code

• awesome
• machine-learning
• deep-learning
• machine-learning-projects
• deep-learning-project
• computer-vision-project

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

• nlp
• natural-language-processing
• hanlp
• pos-tagging
• dependency-parser
• text-classification

💫 Industrial-strength Natural Language Processing (NLP) in Python

• natural-language-processing
• data-science
• machine-learning
• python
• cython
• nlp

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

• large-language-models
• nlp
• knowledge-curation
• naacl
• report-generation
• retrieval-augmented-generation

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

• rag
• tutorials
• langchain
• llama-index
• llms
• python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

• python
• machine-learning
• data-science
• nlp
• data-visualization
• tensorflow

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

• book
• chinese
• computer-vision
• deep-learning
• machine-learning
• natural-language-processing

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。

• llm
• nlp
• chatglm
• chinese
• llama
• awesome-lists

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

• nlp
• pre-trained-model
• unilm
• minilm
• layoutlm
• layoutxlm

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

• nlp
• datasets
• pytorch
• tensorflow
• pandas
• numpy

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

• nlp
• machine-learning
• machine-learning-library
• bot
• bots
• botkit