lipiji

TranSummar

Transformer for abstractive summarization on cnn/daily-mail and gigawords

pointer_generator_csc_lstm

t5_summarization

pointer_generator_transformer

wikiextractor

A tool for extracting plain text from Wikipedia dumps

DiffuSeq

Official Codebase for DiffuSeq

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

RL4LMs

A modular RL library to fine-tune language models to human preferences

NAS_transformer

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

TwiBot-22

Offical repository of TwiBot-22 @ NeurIPS 2022, Datasets and Benchmarks Track.

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

torchscale

Transformers at any scale

AIStartups

Startups about artificial intelligence. (DM, ML, NLP, CV...)

PG_PLSA

plsa demo in python

CodeGeeX

CodeGeeX: An Open Multilingual Code Generation Model

Poisson_flow

Code for NeurIPS 2022 Paper, "Poisson Flow Generative Models"

minimal-text-diffusion

A minimal implementation of diffusion models for text generation

Finetrain-BERT

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

L2I

The baseline method for CCIR 22 https://www.datafountain.cn/competitions/573

Diffusion-LM

Diffusion-LM

uChecker

Code of the COLING22 paper "uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers"

N-CMAPSS_DL

N-CMAPSS data preparation for Machine Learning and Deep Learning models. (Python source code for new CMAPSS dataset)

TAT-QA

TAT-QA (Tabular And Textual dataset for Question Answering) contains 16,552 questions associated with 2,757 hybrid contexts from real-world financial reports.

Knowledge-driven-spoken-dialogue

vit-pytorch

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

mathQ

Data and code for the paper "A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level" by Drori et al., 2022.

QA-CivilAviationKG

基于民航业知识图谱的自动问答系统

Megatron-LM

Ongoing research training transformer language models at scale, including: BERT & GPT-2