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Search results for pytorch bert

351 search results found

Transformers ⭐ 112,426

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

Nlp Tutorial ⭐ 12,403

Natural Language Processing Tutorial for Deep Learning Researchers

Clip As Service ⭐ 11,837

🏄 Embed/reason/rank images and sentences with CLIP models

Haystack ⭐ 10,886

🔍 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.

Chinese Bert Wwm ⭐ 8,600

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

Transformers Tutorials ⭐ 5,663

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 ⭐ 4,461

Transformer related optimization, including BERT, GPT

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 ⭐ 2,916

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

Pytorch Sentiment Analysis ⭐ 2,905

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

Uer Py ⭐ 2,734

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

Deepke ⭐ 2,330

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

Mt Dnn ⭐ 2,122

Multi-Task Deep Neural Networks for Natural Language Understanding

Texar ⭐ 2,008

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

Adapter Transformers ⭐ 1,881

Huggingface Transformers + Adapters = ❤️

Zero_nlp ⭐ 1,874

中文nlp解决方案(大模型、数据、模型、训练、推理)

Easynlp ⭐ 1,769

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

🏡 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

Turbotransformers ⭐ 1,322

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

Spacy Transformers ⭐ 1,280

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

Spark ⭐ 1,274

[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"

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

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

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Bert4torch ⭐ 920

An elegent pytorch implement of transformers

Transformers4rec ⭐ 900

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

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.

Tencentpretrain ⭐ 858

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

Nlp Paper ⭐ 820

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

Bert Multi Label Text Classification ⭐ 761

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

Transformers Tutorials ⭐ 749

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

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".

Curated Transformers ⭐ 668

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

Neural Network Compression Framework for enhanced OpenVINO™ inference

Fasthan ⭐ 665

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

Scibert ⭐ 643

A BERT model for scientific text.

Primeqa ⭐ 638

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

Patrickstar ⭐ 631

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

Mrc_competition_dureader ⭐ 588

机器阅读理解冠军/亚军代码及中文预训练MRC模型

Treasure Of Transformers ⭐ 541

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

Jointbert ⭐ 518

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

Macbert ⭐ 489

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

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

Transformers For Nlp 2nd Edition ⭐ 473

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

Pytorch Bert Crf Ner ⭐ 444

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

Albert_pytorch ⭐ 423

A Lite Bert For Self-Supervised Learning Language Representations

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

Multi-Modal AI library for Multi-Lingual Text, Image, and Video Search, Recommendations, and other Vision-Language tasks, up to 5x faster than OpenAI CLIP 🖼️ & 🖋️

Mengzi Pretrained Models

Ner Bert ⭐ 398

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 ⭐ 380

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.

Pytextclassifier ⭐ 365

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

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.

Bertwithpretrained ⭐ 330

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

Relation Extraction ⭐ 304

中文关系抽取

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)

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

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.

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

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

Bert_for_corrector ⭐ 208

基于bert进行中文文本纠错

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

Kevinpro Nlp Demo ⭐ 187

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 Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Hugsvision ⭐ 170

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

Kobigbird ⭐ 167

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

Nl2sql Rule ⭐ 167

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

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)

Openai Clip ⭐ 164

Simple implementation of OpenAI CLIP model in PyTorch.

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！

Knowledgedistillation ⭐ 150

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

Tabformer ⭐ 144

Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)

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