gxglxy

tgt

Triplet Graph Transformer

Gaunt-Tensor-Product

[ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products"

equiformer_v2

[ICLR'24] EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations

consistency_models

Official repo for consistency models.

URPE

[NeurIPS 2022] Your Transformer May Not be as Powerful as You Expect (official implementation)

tokengt

[NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch

GRPE

Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"

GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer

egt_pytorch

Edge-Augmented Graph Transformer

ogb-lsc-pcqm4mv2

The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured data

Transformer-M

[ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)

Graphormer-GD

[ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)

Graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

powerful-gnns

How Powerful are Graph Neural Networks?

GNN4NLP-Papers

A list of recent papers about Graph Neural Network methods applied in NLP areas.

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

GNNPapers

Must-read papers on graph neural networks (GNN)

ChatGLM-Tuning

基于ChatGLM-6B + LoRA的Fintune方案

RWKV-LM

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

open_flamingo

An open-source framework for training large multimodal models.

Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

TaskMatrix

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

gpt_academic

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。

ChatDoctor

pyllama

LLaMA: Open and Efficient Foundation Language Models

openai-cookbook

Examples and guides for using the OpenAI API

GraphNorm

[ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)

ColossalAI

Making large AI models cheaper, faster and more accessible

LLaMA-Adapter

[ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters