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Search results for pytorch bert

272 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.

Clip As Service ⭐ 12,160

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

Chinese Bert Wwm ⭐ 8,600

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

Transformers Tutorials ⭐ 7,486

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

Bert Pytorch ⭐ 5,605

Google AI 2018 BERT pytorch implementation

Bertviz ⭐ 5,547

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

Fastertransformer ⭐ 5,094

Transformer related optimization, including BERT, GPT

Pytorch Sentiment Analysis ⭐ 4,133

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

Albert_zh ⭐ 3,723

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

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

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.

Adapters ⭐ 2,354

A Unified Library for Parameter-Efficient and Modular Transfer Learning

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

Texar ⭐ 2,008

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

Easynlp ⭐ 1,871

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

Llmware ⭐ 1,859

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

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

Bert Ner Pytorch ⭐ 1,666

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

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

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.

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"

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）

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

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

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

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

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.

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

Bert Multi Label Text Classification ⭐ 761

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

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

Mrc_competition_dureader ⭐ 715

机器阅读理解冠军/亚军代码及中文预训练MRC模型

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/

Vl Bert ⭐ 680

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

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.

Jointbert ⭐ 578

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

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

Treasure Of Transformers ⭐ 541

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

Macbert ⭐ 489

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

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Pytorch Bert Crf Ner ⭐ 461

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

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.

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.

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

Azureml Bert ⭐ 384

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Skypaint Ai Diffusion ⭐ 356

基于Stable Diffusion优化的AI绘画模型。支持输入中英文文本，可生成多种现代艺术风格的高质量图像。| An optimized text-to-image model based on Stable Diffusion. Both Chinese and English text inputs are available to generate images. The model can generate high-quality images in several modern art styles.

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text published at EMNLP2020: https://aclanthology.org/2020.emnlp-demos.1.pdf)

Relation Extraction ⭐ 304

中文关系抽取

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Pytorch_bert_bilstm_crf_ner ⭐ 271

基于pytorch的bert_bilstm_crf中文命名实体识别

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Extreme Bert ⭐ 263

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

PERT: Pre-training BERT with Permuted Language Model

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Bert4pytorch ⭐ 244

超轻量级bert的pytorch版本，大量中文注释，容易修改结构，持续更新

Pytorch Nlu ⭐ 226

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

Bert Squad ⭐ 217

SQuAD Question Answering Using BERT, PyTorch

Bert_ner ⭐ 215

Kevinpro Nlp Demo ⭐ 209

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Bert_for_corrector ⭐ 208

基于bert进行中文文本纠错

Kobigbird ⭐ 202

🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)

Albert Pytorch ⭐ 195

Pytorch Implementation of ALBERT(A Lite BERT for Self-supervised Learning of Language Representations)

MinT: Minimal Transformer Library and Tutorials

Pytorch_triple_extraction ⭐ 191

基于pytorch的中文三元组提取（命名实体识别+关系抽取）

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Bert Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Nl2sql Rule ⭐ 177

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Hugsvision ⭐ 170

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

Fastbert ⭐ 167

对ACL2020 FastBERT论文的复现，论文地址:https://arxiv.org/pdf/2004.0217

Distilkobert ⭐ 165

Distillation of KoBERT from SKTBrain (Lightweight KoBERT)

Bert Bilstm Crf Ner Pytorch ⭐ 160

Pytorch BERT-BiLSTM-CRF For NER

Quickai ⭐ 159

QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

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