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The Top 23 Python Natural Language Processing Bert Open Source Projects

Open source projects categorized as Python Natural Language Processing Bert
Categories > Bert
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 8 days agopypi transformers} Downloads
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
Paddlenlp ⭐ 10,908
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
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
Bert Pytorch ⭐ 5,605
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit 9 months ago
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5most recent commit 8 months agopypi bertviz} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35most recent commit 3 months agopypi bertopic} Downloads
Awesome Pretrained Chinese Nlp Models ⭐ 3,738
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合
most recent commit 3 months ago
Uer Py ⭐ 2,802
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 5 months ago
Deepke ⭐ 2,679
An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.
total releases 111most recent commit 3 months ago
Zero_nlp ⭐ 2,248
中文nlp解决方案(大模型、数据、模型、训练、推理)
most recent commit 3 months ago
Mt Dnn ⭐ 2,154
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 6 months ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit 3 years agopypi kashgari-tf} Downloads
Codesearchnet ⭐ 2,054
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 2 years ago
Texar ⭐ 2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
total releases 5most recent commit 4 years ago
Easynlp ⭐ 1,871
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
total releases 1most recent commit 3 months ago
Alicemind ⭐ 1,870
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
most recent commit 5 months ago
Llmware ⭐ 1,859
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
most recent commit 3 months ago
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit 3 years ago
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 10 months ago
Farm ⭐ 1,706
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
dependent packages 2total releases 25most recent commit 4 months agopypi farm} Downloads
Gpt2 Ml ⭐ 1,674
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
most recent commit a year ago
Bert Ner Pytorch ⭐ 1,666
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
most recent commit a year ago
The 10 Most Depended On Python Natural Language Processing Bert 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 8 days agopypi transformers} Downloads
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Spacy Transformers ⭐ 1,302
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dependent packages 6total releases 7latest release May 25, 2023most recent commit 4 months ago
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Happy Transformer ⭐ 449
Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
dependent packages 5total releases 23latest release August 05, 2023most recent commit 8 months agopypi happytransformer} Downloads
Bertviz ⭐ 5,547
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
dependent packages 3total releases 5latest release April 02, 2022most recent commit 8 months agopypi bertviz} Downloads
The 10 Latest Releases In Python Natural Language Processing Bert Open Source Projects
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
Bertopic ⭐ 5,170
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 19total releases 35latest release November 27, 2023most recent commit 3 months agopypi bertopic} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
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 8 days agopypi transformers} Downloads
Adaseq ⭐ 295
AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models
total releases 11latest release November 15, 2023most recent commit 5 months ago
Tasknet ⭐ 30
Easy multi-task learning with HuggingFace Datasets and Trainer
total releases 55latest release November 02, 2023most recent commit 3 months ago
Augmentedsocialscientist ⭐ 10
A package to easily train Bert-like models for text classification
total releases 9latest release October 30, 2023most recent commit 6 months ago
Contextualspellcheck ⭐ 365
✔️Contextual word checker for better suggestions
dependent packages 1total releases 18latest release October 18, 2023most recent commit 6 months agopypi contextualSpellCheck} Downloads
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