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The Top 23 Pytorch Natural Language Processing Open Source Projects

Open source projects categorized as Pytorch Natural Language Processing
Categories > Machine Learning > Natural Language Processing
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125most recent commit 9 days agopypi transformers} Downloads
Made With Ml ⭐ 35,496
Learn how to design, develop, deploy and iterate on production-grade ML applications.
total releases 5most recent commit 4 months ago
D2l En ⭐ 20,613
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
total releases 2most recent commit 3 months ago
Datasets ⭐ 18,319
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 760total releases 76most recent commit 10 days agopypi datasets} Downloads
Best Of Ml Python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 months ago
Awesome Pytorch List ⭐ 14,715
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 3 months ago
Dive Into Dl Pytorch ⭐ 13,747
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。
most recent commit 3 years ago
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31most recent commit 12 days agopypi flair} Downloads
Nlp Tutorial ⭐ 13,226
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 5 months ago
Haystack ⭐ 12,474
🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
dependent packages 30total releases 100most recent commit 3 months agopypi farm-haystack} Downloads
Deeplearningexamples ⭐ 12,073
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
most recent commit 3 months ago
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 73total releases 265most recent commit a year agopypi allennlp} Downloads
Ludwig ⭐ 10,740
Low-code framework for building custom LLMs, neural networks, and other AI models
dependent packages 3total releases 47most recent commit 17 days agopypi ludwig} Downloads
Fingpt ⭐ 10,376
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
total releases 2most recent commit 3 months ago
Chinese Bert Wwm ⭐ 8,600
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
most recent commit 9 months ago
Ai Learn ⭐ 8,256
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 3 months ago
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18most recent commit 4 months agopypi petals} Downloads
Attention Is All You Need Pytorch ⭐ 7,910
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 6 months ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 2 years ago
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168most recent commit 13 days agopypi autogluon.core} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22most recent commit 3 months agopypi stanza} Downloads
Text Generation Inference ⭐ 6,743
Large Language Model Text Generation Inference
dependent packages 5total releases 13most recent commit 3 months agopypi text-generation} Downloads
Bert Pytorch ⭐ 5,605
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit 9 months ago
The 10 Most Depended On Pytorch Natural Language Processing Open Source Projects
Transformers ⭐ 124,049
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 2,484total releases 125latest release November 15, 2023most recent commit 9 days agopypi transformers} Downloads
Datasets ⭐ 18,319
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 760total releases 76latest release November 16, 2023most recent commit 10 days agopypi datasets} Downloads
Huggingface_hub ⭐ 1,462
The official Python client for the Huggingface Hub.
dependent packages 552total releases 89latest release November 16, 2023most recent commit 3 months agopypi huggingface-hub} Downloads
Text ⭐ 3,411
Models, data loaders and abstractions for language processing, powered by PyTorch
dependent packages 146total releases 29latest release November 15, 2023most recent commit 3 months agopypi torchtext} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Allennlp ⭐ 11,300
An open-source NLP research library, built on PyTorch.
dependent packages 73total releases 265latest release October 18, 2022most recent commit a year agopypi allennlp} Downloads
Flair ⭐ 13,529
A very simple framework for state-of-the-art Natural Language Processing (NLP)
dependent packages 69total releases 31latest release October 28, 2023most recent commit 12 days agopypi flair} Downloads
Thinc ⭐ 2,774
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
dependent packages 67total releases 229latest release September 22, 2023most recent commit 3 months agopypi thinc} Downloads
Natml Unity ⭐ 219
High performance, cross-platform machine learning for Unity Engine. Register at https://hub.natml.ai
dependent packages 25total releases 25latest release September 29, 2023most recent commit 7 months agonpm ai.natml.natml} Downloads
The 10 Latest Releases In Pytorch Natural Language Processing Open Source Projects
Autogluon ⭐ 7,027
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
dependent packages 14total releases 1,168latest release December 10, 2023most recent commit 13 days agopypi autogluon.core} Downloads
Bert4torch ⭐ 1,035
An elegent pytorch implement of transformers
dependent packages 1total releases 35latest release December 09, 2023most recent commit 3 months agopypi bert4torch} Downloads
Edsnlp ⭐ 93
Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.
dependent packages 1total releases 23latest release December 04, 2023most recent commit 3 months agopypi edsnlp} Downloads
Label Sleuth ⭐ 230
Open source no-code system for text annotation and building of text classifiers
total releases 66latest release December 04, 2023most recent commit 4 months ago
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37latest release December 04, 2023most recent commit 3 months agopypi sparseml} Downloads
Stanza ⭐ 6,931
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
dependent packages 91total releases 22latest release December 03, 2023most recent commit 3 months agopypi stanza} Downloads
Llm Foundry ⭐ 3,354
LLM training code for MosaicML foundation models
dependent packages 1total releases 4latest release November 22, 2023most recent commit 3 months agopypi llm-foundry} Downloads
Petals ⭐ 8,040
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
dependent packages 1total releases 18latest release November 20, 2023most recent commit 4 months agopypi petals} Downloads
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