← GitHub Trending

GitHub topic

nlp GitHub repositories

Explore 72 tracked GitHub repositories tagged nlp. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 298 stars since the previous daily snapshot.

Tracked repositories: 72
Total stars: 747,565
Stars gained · 7 days: +2,708
Stars gained · 30 days: +12,118

Compare star activity

Up to five projects on this page, ordered by total stars. Open a project for its description and recorded star history.

Swipe to compare all star periods →

Star activity for nlp repositories on this page
Repository	Total stars	Today	7 days	30 days
huggingface/transformers	168.3K	+43	+336	+1,523
hiyouga/LlamaFactory	75.7K	+8	+145	+657
microsoft/AI-For-Beginners	70.3K	+25	+480	+1,146
google/langextract	39.1K	+11	+78	+159
explosion/spaCy	34.0K	+2	+21	+83

Explore repositories

Showing 1–50 of 72 tracked 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.

★ 168.3K+43 todayPython

llm machine-learning

hiyouga/LlamaFactory

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

★ 75.7K+8 todayPython

microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

★ 70.3K+25 todayJupyter Notebook

ai machine-learning

google/langextract

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

★ 39.1K+11 todayPython

explosion/spaCy

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

★ 34.0K+2 todayPython

ai machine-learning

NirDiamant/RAG_Techniques

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

★ 30.0K+22 todayJupyter Notebook

lukasmasuch/best-of-ml-python

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

huggingface/datasets

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

★ 22.1K+0 todayPython

AI4Finance-Foundation/FinGPT

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

★ 21.5K+5 todayJupyter Notebook

machine-learning pytorch

keon/awesome-nlp

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

★ 19.1K+0 todayUnknown

machine-learning deep-learning

Unstructured-IO/unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

botpress/botpress

The open-source hub to build & deploy GPT/LLM Agents ⚡️

★ 15.0K+1 todayTypeScript

nltk/nltk

NLTK Source

★ 14.8K+2 todayPython

machine-learning nlp

flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

★ 14.4K+0 todayPython

machine-learning pytorch

dair-ai/AI-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

★ 13.3K+2 todayUnknown

ai machine-learning

neuml/txtai

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

★ 9.2K+4 todayPython

machine-learning deep-learning

MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

★ 7.9K+0 todayPython

machine-learning nlp

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

★ 7.9K+0 todayPython

machine-learning deep-learning

adbar/trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

amitness/learning

A log of things I'm learning

★ 7.0K+0 todayUnknown

machine-learning python

haifengl/smile

Statistical Machine Intelligence & Learning Engine

aisingapore/TagUI

Free RPA tool by AI Singapore

★ 6.3K+1 todayJavaScript

epoko77-ai/im-not-ai

AI가 쓴 한글을 사람 글처럼 윤문하는 Claude 스킬 — Korean AI-text humanizer: detects and rewrites translationese, mechanical parallelism, and 71 other AI tells

★ 6.3K+27 todayPython

llm claude-code

maziyarpanahi/openmed

Local-first healthcare AI: clinical NER and HIPAA PII de-identification on hardware you control. 2,200+ medical models, 35 model-backed PII languages, and Python, MLX, Android and browser runtimes. Apache-2.0 SDK.

★ 5.7K+5 todayPython

argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

★ 5.2K+1 todayPython

makcedward/nlpaug

Data augmentation for NLP

★ 4.7K+0 todayJupyter Notebook

ai machine-learning

ModelTC/LightLLM

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

★ 4.3K+1 todayPython

llm deep-learning

SylphAI-Inc/AdalFlow

AdalFlow: The library to build & auto-optimize LLM applications.

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

aurelio-labs/semantic-router

Superfast AI decision making and intelligent processing of multi-modal data.

★ 4.0K+2 todayPython

ai machine-learning

dongrixinyu/JioNLP

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

★ 3.9K+0 todayPython

ben1234560/AiLearning-Theory-Applying

快速上手AI理论及应用实战：基础知识、Transformer、NLP、ML、DL、竞赛。含大量注释及数据集，力求每一位能看懂并复现。

★ 3.6K+0 todayJupyter Notebook

ai machine-learning

lynote-ai/humanize-text

Open-source AI humanizer: rewrite AI-generated text into natural, human-sounding prose. LLM rewriting + multi-engine translation, with step-by-step traces. Python CLI, n8n & Docker.

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

★ 3.1K+1 todayUnknown

explosion/thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

★ 2.9K+0 todayPython

ai machine-learning

nanaism/yomiyasu

AI生成の日本語を自然な日本語へ推敲するAgent Skill / Agent Skill for Refining AI-Generated Japanese into Natural Japanese

★ 2.6K+27 todayPython

llm claude-code

milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

★ 2.4K+0 todayJupyter Notebook

zhaoyang97/Paper-Notes

📚 数千篇 AI、LLM、NLP、CV 顶会论文解读，每篇 5 分钟读懂核心思想。

★ 2.3K+10 todayPython

MinishLab/model2vec

Fast State-of-the-Art Static Embeddings

★ 2.3K+1 todayPython

ai machine-learning

NX-AI/xlstm

Official repository of the xLSTM.

★ 2.2K+0 todayPython

llm machine-learning

shcherbak-ai/contextgem

Extract structured data and insights from documents using LLMs and decision models

datawhalechina/diy-llm

Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐，6 项渐进代码作业，掌握 LLM 全栈知识

★ 1.9K+46 todayJupyter Notebook

undertheseanlp/underthesea

Underthesea - AI Assistant

★ 1.8K+0 todayPython

google/budoux

★ 1.8K+0 todayPython

machine-learning nlp

lihanghang/NLP-Knowledge-Graph

自然语言处理、知识图谱、大语言模型，Agent等技术的前沿追踪、研究与应用。

★ 1.8K+0 todayJavaScript

llm machine-learning

robocorp/rpaframework

Collection of open-source libraries and tools for Robotic Process Automation (RPA), designed to be used with both Robot Framework and Python

★ 1.6K+0 todayPython

sb-ai-lab/LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

★ 1.5K+0 todayPython

machine-learning data-science

obsei/obsei

Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.