Open Source Natural Language Processing

rasbt/LLMs-from-scratch🔥 active

▲ +441 ★ this week

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

NandhaKishorM/laya🔥 active

▲ +403 ★ this week

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.

huggingface/transformers🔥 active

▲ +336 ★ this week

🤗 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.

nanaism/yomiyasu🔥 active

▲ +296 ★ this week

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

neuml/txtai🔥 active

▲ +272 ★ this week

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

d2l-ai/d2l-zh

▲ +216 ★ this week

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

huggingface/transformers🔥 active

▲ +336 ★ this week

🤗 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.

rasbt/LLMs-from-scratch🔥 active

▲ +441 ★ this week

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

d2l-ai/d2l-zh

▲ +216 ★ this week

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

hiyouga/LlamaFactory🔥 active

▲ +118 ★ this week

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

microsoft/AI-For-Beginners

▲ +148 ★ this week

12 Weeks, 24 Lessons, AI for All!

GokuMohandas/Made-With-ML

▲ +68 ★ this week

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

666ghj/BettaFish

▲ +78 ★ this week

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。

apachecn/ailearning

▲ +8 ★ this week

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

google/langextract🔥 active

▲ +31 ★ this week

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

ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

▲ +99 ★ this week

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

hankcs/HanLP🔥 active

▲ +2 ★ this week

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

NandhaKishorM/laya🔥 active

▲ +403 ★ this week

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.

explosion/spaCy

▲ +21 ★ this week

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

stanford-oval/storm

▲ +75 ★ this week

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

eugeneyan/applied-ml

▲ +108 ★ this week

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

NirDiamant/RAG_Techniques

▲ +91 ★ this week

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

d2l-ai/d2l-en

▲ +36 ★ this week

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

srbhr/Resume-Matcher🔥 active

▲ +122 ★ this week

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

AccumulateMore/CV

▲ +57 ★ this week

✅（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】

lukasmasuch/best-of-ml-python🔥 active

▲ +10 ★ this week

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

sebastianruder/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

microsoft/unilm

▲ +2 ★ this week

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

huggingface/datasets🔥 active

▲ +13 ★ this week

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

QwenLM/Qwen

▲ +27 ★ this week

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

bee-san/Ciphey🔥 active

▲ +11 ★ this week

⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

AI4Finance-Foundation/FinGPT

▲ +28 ★ this week

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

RasaHQ/rasa

▲ +11 ★ this week

💬 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

ShusenTang/Dive-into-DL-PyTorch

▲ +1 ★ this week

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

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)

arc53/DocsGPT🔥 active

▲ +19 ★ this week

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.