Topic: nlp

61,682 repositories

huggingface/transformers

🤗 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.

★ 166,888PythonForks 34,737

hiyouga/LlamaFactory

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

★ 75,250PythonForks 9,218

apachecn/ailearning

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

★ 42,566PythonForks 11,504

666ghj/BettaFish

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。

★ 42,328PythonForks 7,616

google/langextract

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

★ 38,927PythonForks 2,719

hankcs/HanLP

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

★ 36,508PythonForks 10,895

explosion/spaCy

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

★ 33,932PythonForks 4,732

stanford-oval/storm

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

★ 31,550PythonForks 2,975

NirDiamant/RAG_Techniques

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

★ 29,648Jupyter NotebookForks 3,628

NandhaKishorM/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

★ 29,638PythonForks 2,569

AccumulateMore/CV

✅(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】

★ 23,860Jupyter NotebookForks 2,659

AiHubCN/Awesome-Chinese-LLM

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。

★ 22,776Forks 2,133

microsoft/unilm

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

★ 22,228PythonForks 2,705

huggingface/datasets

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

★ 22,021PythonForks 3,482

RasaHQ/rasa

💬 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

★ 21,334PythonForks 4,915

AI4Finance-Foundation/FinGPT

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

★ 21,307Jupyter NotebookForks 3,024

keon/awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

★ 19,045Forks 2,880

ymcui/Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

★ 18,939PythonForks 1,835

NLP-LOVE/ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

★ 17,826Jupyter NotebookForks 4,621

bharathgs/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

★ 16,686Forks 2,841

memvid/memvid

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

★ 16,571RustForks 1,423