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allennlp

An open-source NLP research library, built on PyTorch.

art

Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2022)"

bentoml

Unified Model Serving Framework 🍱

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

cheatsheets

Deep Learning CheatSheets (Standford/MIT)

darepository

Datathon, Kaggle, Dacon 대회(Contest) 코드 저장소

data-science--cheat-sheet

Cheat Sheets

dataaug4nlp

Collection of papers and resources for data augmentation for NLP.

drqa

Reading Wikipedia to Answer Open-Domain Questions

evolutionary-algorithm

Evolutionary Algorithm using Python

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

kogpt

KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)

koreanf2i

한국어 높임말 교정

lbox-open

llmlingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

lm-evaluation-harness

A framework for few-shot evaluation of autoregressive language models.

nebullvm

Plug and play modules to boost the performances of your AI systems 🚀

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

prompt-tuning

Original Implementation of Prompt Tuning from Lester, et al, 2021

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

python-algorithm-solving

알고리즘 파이썬 풀이

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-text-vae

A conditional variational autoencoder (CVAE) for text

tensorrt

NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.

torchusage

파이토치 학습용 코드 템플릿 저장소

tpu_pretrain

LM Pretraining with PyTorch/TPU

transformers

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

wikiextractor

A tool for extracting plain text from Wikipedia dumps