The official GitHub page for the survey paper "A Survey of Large Language Models".

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

An Open-sourced Knowledgable Large Language Model Framework.

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Oscar and VinVL

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"

Official repository for "Craw4LLM: Efficient Web Crawling for LLM Pretraining"

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference (WWW) 2022 accepted paper.

Multi-modality pre-training

Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

[NeurlPS D&B 2024] Generative AI for Math: MathPile

The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"

One-click training of your own GPT. Training a GPT has never been easier for beginners. / 一键预训练+SFT一个属于自己的LLM，0基础训练GPT原来可以这么简单？

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)