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198 search results found

Transformers ⭐ 124,049

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

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.

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.

Chinese Bert Wwm ⭐ 8,600

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

Nlp_chinese_corpus ⭐ 8,344

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Tokenizers ⭐ 8,056

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Ernie ⭐ 6,177

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

Bert Pytorch ⭐ 5,605

Google AI 2018 BERT pytorch implementation

Bertviz ⭐ 5,547

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Bertopic ⭐ 5,170

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

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Promptpapers ⭐ 3,423

Must-read papers on prompt-based tuning for pre-trained language models.

Nlp_paper_study ⭐ 3,373

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Linly ⭐ 2,964

Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

Nlp Architect ⭐ 2,928

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Uer Py ⭐ 2,802

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Deepke ⭐ 2,679

An Open Toolkit for Knowledge Graph Extraction and Construction published at EMNLP2022 System Demonstrations.

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Ailearning Theory Applying ⭐ 2,637

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释及数据集，力求每

Adapters ⭐ 2,354

A Unified Library for Parameter-Efficient and Modular Transfer Learning

Rust Bert ⭐ 2,300

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Zero_nlp ⭐ 2,248

中文nlp解决方案(大模型、数据、模型、训练、推理)

Mt Dnn ⭐ 2,154

Multi-Task Deep Neural Networks for Natural Language Understanding

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.

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

Texar ⭐ 2,008

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow

Nlp Interview Notes ⭐ 1,975

该仓库主要记录 NLP 算法工程师相关的面试题

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Alicemind ⭐ 1,870

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Chineseglue ⭐ 1,765

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

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

Bert Ner Pytorch ⭐ 1,666

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

Keras Textclassification ⭐ 1,641

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Awesome Bert ⭐ 1,630

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

Jiant ⭐ 1,603

jiant is an nlp toolkit

Nlp Knowledge Graph ⭐ 1,560

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Textbrewer ⭐ 1,387

A PyTorch-based knowledge distillation toolkit for natural language processing

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Turbotransformers ⭐ 1,322

a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.

Spacy Transformers ⭐ 1,302

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

Chinese Electra ⭐ 1,253

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

Contextualized Topic Models ⭐ 1,141

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Learn Nlp With Transformers ⭐ 1,139

we want to create a repo to illustrate usage of transformers in chinese

Nlp_xiaojiang ⭐ 1,129

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征

Nlp Paper ⭐ 1,070

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Awesome Transformer Nlp ⭐ 1,022

A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.

Transformers4rec ⭐ 974

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Easytransfer ⭐ 795

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

Nlp Tutorials ⭐ 794

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Source code of K-BERT (AAAI2020)

Curated Transformers ⭐ 790

🤖 A PyTorch library of curated Transformer models and their composable components

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Detoxify ⭐ 774

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Bert Multi Label Text Classification ⭐ 761

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Awesome Qa ⭐ 752

😎 A curated list of the Question Answering (QA)

Neural Network Compression Framework for enhanced OpenVINO™ inference

Texar Pytorch ⭐ 711

Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Scibert ⭐ 643

A BERT model for scientific text.

Patrickstar ⭐ 631

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Bertsearch ⭐ 620

Elasticsearch with BERT for advanced document search.

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Nlp Paper ⭐ 579

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

BERT for Multitask Learning

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

Cluecorpus2020 ⭐ 517

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Indonlu ⭐ 496

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

Macbert ⭐ 489

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

Bluebert ⭐ 485

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

BETO - Spanish version of the BERT model

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Pytorch Bert Crf Ner ⭐ 461

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Bigbird ⭐ 433

Transformers for Longer Sequences

Tensorflow Nlp Tutorial ⭐ 432

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Albert_pytorch ⭐ 423

A Lite Bert For Self-Supervised Learning Language Representations

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Node Question Answering ⭐ 418

Fast and production-ready question answering in Node.js

Mengzi Pretrained Models

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Ner Bert ⭐ 403

BERT-NER (nert-bert) with google bert https://github.com/google-research.

BERT for Coreference Resolution

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