README.md

metadata

language:
  - en
metrics:
  - accuracy

GraphGPT

GraphGPT is a graph-oriented Large Language Model tuned by Graph Instruction Tuning paradigm.

Model Details

GraphGPT is a graph-oriented Large Language Model tuned by Graph Instruction Tuning paradigm based on the Vicuna-7B-v1.5 model.

• Developed by: Data Intelligence Lab@HKU
• Model type: An auto-regressive language model based on the transformer architecture.
• Finetuned from model: Vicuna-7B-v1.5 model.

Model Sources

• Repository: https://github.com/HKUDS/GraphGPT
• Paper:
• Project: https://graphgpt.github.io/

Uses

This version of GraphGPT is tuned utilizing the mixing instruction data, which is able to handle both node classification and link prediction for different graph datasets.

How to Get Started with the Model

• Command line interface: Plaese refer to https://github.com/HKUDS/GraphGPT to evaluate our GraphGPT.
• Gradio demo is under development.