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948 search results found

Transformers ⭐ 127,491

🤗 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.

Clip As Service ⭐ 12,160

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

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.

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

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

Transformers Tutorials ⭐ 7,486

This repository contains demos I made with the Transformers library by HuggingFace.

Ernie ⭐ 6,207

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

Bertopic ⭐ 5,591

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

Bertviz ⭐ 5,547

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

Bert Vits2 ⭐ 5,440

vits2 backbone with multilingual-bert

Fastertransformer ⭐ 5,094

Transformer related optimization, including BERT, GPT

Bert Bilstm Crf Ner ⭐ 4,564

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

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

Albert_zh ⭐ 3,723

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

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

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Keybert ⭐ 3,047

Minimal keyword extraction with BERT

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

Top2vec ⭐ 2,847

Top2Vec learns jointly embedded topic, document and word vectors.

Uer Py ⭐ 2,802

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

Lightseq ⭐ 2,735

LightSeq: A High Performance Library for Sequence Processing and Generation

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 ⭐ 2,454

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,...)

Keras Bert ⭐ 2,281

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

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

Roberta_zh ⭐ 2,141

RoBERTa中文预训练模型: RoBERTa for Chinese

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.

Fast Bert ⭐ 1,846

Super easy library for BERT based NLP 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 ⭐ 1,767

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

Deberta ⭐ 1,673

The implementation of DeBERTa

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 ⭐ 1,612

jiant is an nlp toolkit

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

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。

Paddleslim ⭐ 1,486

PaddleSlim is an open-source library for deep model compression and architecture search.

Cluener2020 ⭐ 1,416

CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition

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

Textbrewer ⭐ 1,387

A PyTorch-based knowledge distillation toolkit for natural language processing

Spark ⭐ 1,355

[ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling"

⭕ N2O: Distributed WebSocket Application Server ISO 20922

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

Bert Extractive Summarizer ⭐ 1,096

Easy to use extractive text summarization with BERT

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

Awesome Transformer Nlp ⭐ 1,039

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

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Kbqa Bert ⭐ 1,024

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

Bert Ner ⭐ 1,000

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

Transformers4rec ⭐ 974

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

Vits_chinese ⭐ 960

Best practice TTS based on BERT and VITS with some Natural Speech Features Of Microsoft; Support ONNX streaming out!

Tencentpretrain ⭐ 951

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

Bert_seq2seq ⭐ 890

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注

Shift Ctrl F ⭐ 887

🔎 Search the information available on a webpage using natural language instead of an exact string match.

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.

Bert Ner ⭐ 872

Pytorch-Named-Entity-Recognition-with-BERT

Service Streamer ⭐ 860

Boosting your Web Services of Deep Learning Applications.

Textgen ⭐ 842

TextGen: Implementation of Text Generation models, include LLaMA, BLOOM, GPT2, BART, T5, SongNet and so on. 文本生成模型，实现了包括LLaMA，ChatGLM，BLOOM，GPT2，Seq2Seq，BART，

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)

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

Fasthan ⭐ 730

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方

Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and 🔜 video, up to 5x faster than OpenAI CLIP and LLaVA 🖼️ & 🖋️

Neural Network Compression Framework for enhanced OpenVINO™ inference

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