Yngie-C

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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

BERTopic

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

FasterTransformer

Transformer related optimization, including BERT, GPT

StyleCLIP

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

WeeklyArxivTalk

[Zoom & Facebook Live] Weekly AI Arxiv 시즌2

lightning-transformers

Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

bigbird

Transformers for Longer Sequences

KLUE

📖 Korean NLU Benchmark

KoGPT2

Korean GPT-2 pretrained cased (KoGPT2)

NLP101

NLP 101: a resource repository for Deep Learning and Natural Language Processing

SentimentAnalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Text-Summarization-Repo

텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.

summvis

SummVis is an interactive visualization tool for text summarization.

KcELECTRA

🤗 Korean Comments ELECTRA: 한국어 댓글로 학습한 ELECTRA 모델

MLP-Mixer-pytorch

Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision

SC-GPT

Few-shot Natural Language Generation for Task-Oriented Dialog

corpus

개인적으로 수집한 한국어 NLP용 말뭉치 모음

nlpbook

pratical tips for Natural Language Processing

DialogBERT

Source Code for DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances (https://arxiv.org/pdf/2012.01775.pdf)

kss

KVQA

Korean Visual Question Answering

nlp4kor

Natural Language Processing for Korean with Deep Learning

ktextaug

Data Augmentation Toolkit for Korean text.

bert2bert-summarization

Abstractive summarization using Bert2Bert framework.

BAN-KVQA

Bilinear Attention Networks for Korean Visual Question Answering

SoongsilBERT-base-beep-deploy

k8s

A Beginner's Guide to Kubernetes

gpt3-python-doc-qa