transformers

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

CVPR 2022 论文和开源项目合集

🧑‍🏫 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, ... 🧠

An implementation of model parallel GPT-2 and GPT-3-style models using the mesh-tensorflow library.

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

Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

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

A PyTorch-based Speech Toolkit

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

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

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

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

State of the Art Natural Language Processing

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

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

Super easy library for BERT based NLP models

Reformer, the efficient Transformer, in Pytorch

A simple but complete full-attention transformer with a set of promising experimental features from various papers

jiant is an nlp toolkit

MLeap: Deploy ML Pipelines to Production

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

自然语言处理、知识图谱、对话系统三大技术研究与应用。

Generative Adversarial Transformers

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