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GraphGPT-7B-mix-all
Jiabin99/GraphGPT-7B-mix-all
GraphGPT-7B-mix-all is a text generation model from Jiabin99. Use it when you need the model to write or continue text. It is set up for transformers.
GraphGPT is a graph-oriented Large Language Model tuned by Graph Instruction Tuning paradigm.
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- GraphLlama
- Access
- Public
- Created
- Oct 20, 2023
- Updated
- Oct 20, 2023
- SHA
- 58f88a0d
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Model card
From the Hugging Face model README
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.
- Task
- Text Generation
- Library
- transformers
- Type
- GraphLlama
- Languages
- en
- Created
- Oct 20, 2023
- Updated
- Oct 20, 2023