130 Open source projects that are alternatives of or similar to Transformer-Implementations

Deploy transformers serverless on AWS Lambda

Transformers Pipeline with KoELECTRA

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

General Multi-label Image Classification with Transformers

Contains code for the paper "Vision Transformers are Robust Learners" (AAAI 2022).

Zero-Shot Text-to-Image Generation VQGAN+CLIP Dockerized

A PyTorch-based toolkit for natural language processing

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Trained T5 and T5-large model for creating keywords from text

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

Implementation of the Remixer Block from the Remixer paper, in Pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Text2Text: Cross-lingual natural language processing and generation toolkit

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Text Classification in Turkish Texts with Bert

Yuno is context based search engine for anime.

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

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

A package for fine-tuning Transformers with TPUs, written in Tensorflow2.0+

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

EVE bot, a customer service chatbot to enhance virtual engagement for Twitter Apple Support

Super easy library for BERT based NLP models

Using pre-trained BERT models for Chinese and English NER with 🤗Transformers

Simple transformer implementations that I can understand

[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"

🏎️ Accelerate training and inference of 🤗 Transformers with easy to use hardware optimization tools

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

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

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

Text-to-Image generation. The repo for NeurIPS 2021 paper "CogView: Mastering Text-to-Image Generation via Transformers".

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

Must-read papers on Natural Language Processing (NLP)

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Hashformers is a framework for hashtag segmentation with transformers.

Utility for analyzing Transformer based representations of language.

State of the Art Natural Language Processing

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Spark-Transformers: Library for exporting Apache Spark MLLIB models to use them in any Java application with no other dependencies.

KoBERT on 🤗 Huggingface Transformers 🤗 (with Bug Fixed)

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Transformer based Bangla Speech Recognition

Contextualised Embeddings and Language Modelling using BERT and Friends using R

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

Active Learning for Text Classification in Python

Emotion recognition in conversation

Persian Bert For Long-Range Sequences

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

Pytorch Implementation of GoEmotions 😍😢😱

Bangla-Bert is a pretrained bert model for Bengali language

Multimodal Image Synthesis and Editing: A Survey

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

A library for finding knowledge neurons in pretrained transformer models.

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Reformer, the efficient Transformer, in Pytorch

🌏 A zero-dependency networking solution for building modern and secure iOS, watchOS, macOS and tvOS applications.