natural-language-processing

🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）

extract text from any document. no muss. no fuss.

Data augmentation for NLP

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

🤗 AutoTrain Advanced

《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

State of the Art Natural Language Processing

A series of large language models developed by Baichuan Intelligent Technology

The official CLI and Python client for the Hugging Face Hub.

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Facilitating the design, comparison and sharing of deep text matching models.

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)

Open Machine Learning course

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

Learn how to design, develop, deploy and iterate on production-grade ML applications.

Accelerated deep learning R&D

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

Build a modern LLM from scratch. Every line commented. Explained like we are five.

中文分词

Foundation Architecture for (M)LLMs

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Must-read Papers on LLM Agents.

:book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).