| --- |
| license: apache-2.0 |
| library_name: transformers |
| base_model: Qwen/Qwen3-8B |
| tags: |
| - hypergraph |
| - large-language-models |
| - qwen3 |
| - projector |
| - hyper-align |
| - hypergraph-as-language |
| - arxiv:2605.21858 |
| inference: false |
| --- |
| |
| # Hyper-Align |
|
|
| This repository contains the released **Hyper-Align** projector checkpoint for the paper **Hypergraph as Language**. |
|
|
| Hyper-Align is a hypergraph-native alignment framework that makes high-order association structures directly consumable by a frozen large language model. This checkpoint uses the **HIDT-O** hypergraph serialization protocol and the **HIP** projector to map hypergraph incidence information into the token space of **Qwen/Qwen3-8B**. |
|
|
| > This repository does not include the base LLM or text encoder weights. Users must download those models from their official Hugging Face repositories. |
|
|
| ## Files |
|
|
| ```text |
| config.json |
| mm_projector.bin |
| ``` |
|
|
| - `config.json` defines the Hyper-Align wrapper and HIP projector configuration. |
| - `mm_projector.bin` contains the trained projector weights. |
|
|
| Keep both files in the same checkpoint directory. The evaluation code uses `config.json` to instantiate the Hyper-Align model wrapper and projector before loading `mm_projector.bin`. |
|
|
| ## License |
|
|
| The Hyper-Align code and released projector checkpoint are distributed under the Apache License 2.0. |
|
|
| The base LLM and embedding model are not redistributed here. Users must comply with the licenses and terms of the corresponding upstream model repositories: |
|
|
| - `Qwen/Qwen3-8B` |
| - `Qwen/Qwen3-Embedding-0.6B` |
|
|
| ## Citation |
|
|
| If you use this checkpoint, please cite: |
|
|
| ```bibtex |
| @article{lei2026hypergraph, |
| title={Hypergraph as Language}, |
| author={Lei, Mengqi and Xie, Guohuan and Ying, Shihui and Du, Shaoyi and Yong, Jun-Hai and Li, Siqi and Gao, Yue}, |
| journal={arXiv preprint arXiv:2605.21858}, |
| year={2026} |
| } |
| ``` |
|
|
| ## Links |
|
|
| - Paper: https://arxiv.org/abs/2605.21858 |
| - Code: https://github.com/Mengqi-Lei/Hypergraph-as-Language |
|
|
