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218 search results found

Transformers ⭐ 112,514

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

Clip As Service ⭐ 11,837

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

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

Ailearning Theory Applying ⭐ 2,612

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

Deepke ⭐ 2,345

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

Rust Bert ⭐ 2,107

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

Texar ⭐ 2,008

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

Codesearchnet ⭐ 1,994

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

Alicemind ⭐ 1,835

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

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.

Deberta ⭐ 1,598

The implementation of DeBERTa

Nlp Journey ⭐ 1,528

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.

Spago ⭐ 1,528

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

Nlp Knowledge Graph ⭐ 1,426

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Transformer Explainability ⭐ 1,296

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

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"

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

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.

Service Streamer ⭐ 860

Boosting your Web Services of Deep Learning Applications.

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/

Neural Network Compression Framework for enhanced OpenVINO™ inference

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Phobert ⭐ 547

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

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

Happy Transformer ⭐ 449

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

Bigbird ⭐ 433

Transformers for Longer Sequences

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

Mengzi Pretrained Models

Nlp Paper ⭐ 381

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.

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

Bertwithpretrained ⭐ 330

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

Deep Time Series Prediction ⭐ 287

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

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”.

跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Slovnet ⭐ 188

Deep Learning based NLP modeling for Russian language

Bert Attributeextraction ⭐ 185

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Bert Classification Tutorial ⭐ 180

【2023年版】BERTによるテキスト分類

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

Hugsvision ⭐ 170

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

Nl2sql Rule ⭐ 167

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

Annotated Ml Papers ⭐ 167

Annotations of the interesting ML papers I read

Openai Clip ⭐ 164

Simple implementation of OpenAI CLIP model in PyTorch.

Tldr Transformers ⭐ 163

The "tl;dr" on a few notable transformer papers.

Quickai ⭐ 159

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

Transformer Models ⭐ 150

Deep Learning Transformer models in MATLAB

Bert Ch Ner ⭐ 149

基于BERT的中文命名实体识别

C++ model train&inference framework

此仓库将介绍Deep Learning 所需要的基础知识以及NLP方面的模型原理到项目实操 : )

Cybertron ⭐ 138

Cybertron: the home planet of the Transformers in Go

Chinese Law Bert Similarity ⭐ 135

bert chinese similarity

Deploy Bert For Sentiment Analysis With Fastapi ⭐ 129

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

French Sentiment Analysis With Bert ⭐ 124

How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment analysis dataset

Tf Metal Experiments ⭐ 123

TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Awesome Llm Eval ⭐ 96

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, learderboard, papers, docs and models, mainly for Evaluation on LLMs.

Dual Contrastive Learning ⭐ 95

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Toeicbert ⭐ 86

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

Awesome Mim ⭐ 85

Awesome List of Masked Image Modeling (MIM) Papers for Self-supervised Visual Representation Learning

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Punctuation Restoration ⭐ 80

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

[CVPR 2022] Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Bert_experimental ⭐ 74

code and supplementary materials for a series of Medium articles about the BERT model

Electra_pytorch ⭐ 73

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Kddcup2022 Wpf ⭐ 65

3rd place solution of KDD Cup 2022-Spatial Dynamic Wind Power Forecasting

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Vietnamese Electra ⭐ 59

Electra pre-trained model using Vietnamese corpus

Robo Vln ⭐ 56

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

UBC ARBERT and MARBERT Deep Bidirectional Transformers for Arabic

Cool Nlpcv ⭐ 48

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

Asamiasami ⭐ 45

State-Of-The-Art & ready to use mini NLP models for Indian Languages

Cybertron ⭐ 44

mindspore implementation of transformers

Dl_notebooks ⭐ 42

This repo contains all the notebooks mentioned in blog.

Emotion recognition in conversation

Finbert Qa ⭐ 39

Financial Domain Question Answering with pre-trained BERT Language Model

Ratransformers ⭐ 38

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

Easy Bert ⭐ 38

easy-bert是一个中文NLP工具，提供诸多bert变体调用和调参方法，极速上手；清晰的设计和代

Text Similarity ⭐ 38

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Kaggle Google Quest ⭐ 37

Google QUEST Q&A Labeling Kaggle Competition 6th Place Solution

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Punctuator ⭐ 32

A small seq2seq punctuator tool based on DistilBERT

Zero Shot Bert Adapters ⭐ 32

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

Geanet Biomed Event Extraction ⭐ 31

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

Arelight ⭐ 31

Granular Viewer of Sentiments Between Entities in a Mass-media Texts Written in Russian, powered by AREkit

Bert_spacy_rasa ⭐ 31

Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa

Transformers Embedder ⭐ 31

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Bert_with_keras ⭐ 30

A Keras version of Google's BERT model

Ncov_sentiment ⭐ 28

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，dataf

Bert_extension_tf ⭐ 26

BERT Extension in TensorFlow

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