liesun1994

setup-ipsec-vpn

Scripts to build your own IPsec VPN server, with IPsec/L2TP, Cisco IPsec and IKEv2

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

NLP_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

FasterTransformer

Transformer related optimization, including BERT, GPT

bert4keras

keras implement of transformers for humans

awesome-knowledge-distillation

Awesome Knowledge Distillation

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

fast-transformers

Pytorch library for fast transformer implementations

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

sent2vec

General purpose unsupervised sentence representations

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

word-discovery

速度更快、效果更好的中文新词发现

BERT-whitening

简单的向量白化改善句向量质量

effective_transformer

Running BERT without Padding

VOLT

Code for paper "Vocabulary Learning via Optimal Transport for Neural Machine Translation"

EANet

External Attention Network

BERT-whitening-pytorch

Pytorch version of BERT-whitening

image_dehaze

Single Image Haze Removal Using Dark Channel Prior

MuTual

A Dataset for Multi-Turn Dialogue Reasoning

PyTorch_ONNX_TensorRT

A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX

SimCLS

Code for our paper "SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization", ACL 2021

MT-DNN

Multi-Task Deep Neural Networks for Natural Language Understanding

TenTrans

Universal End2End Training Platform, including pre-training, classification tasks, machine translation, and etc.

ICML21_OAXE

mnist-distill

An example application of neural network distillation to MNIST

yet-another-dehaze

He's Single Image Haze Removal