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README.md
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license:
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---
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---
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license: other
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tags:
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- human-motion-generation
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- human-human-interaction
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- text-to-motion
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- diffusion
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library_name: pytorch
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---
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# SocialStructureHHI — run_030
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Pretrained executor weights for **SocialStructureHHI**: *Social Structure Matters in 3D
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Human–Human Interaction Generation*.
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`run_030` is the full social-planning model — a HunyuanMotion-Lite backbone with
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variable-length **partner conditioning** plus a pinned **self-history prefix** — that
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generates two-person interactions phase-by-phase in a Ping-Pong manner.
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## Files
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| file | description |
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|------|-------------|
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| `run_030/best.pt` | executor checkpoint (`HHIPartnerModel`), ~1.86 GB |
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## Usage
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```python
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# In the SocialStructureHHI repo:
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# https://github.com/EngineeringAI-LAB/SocialStructureHHI
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from huggingface_hub import hf_hub_download
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ckpt = hf_hub_download("EngineeringAI-LAB/SocialStructure", "run_030/best.pt")
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```
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```bash
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python inference/run_inference.py --ckpt $ckpt --demo_id 5 \
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--llm_model qwen3:8b --llm_base_url http://localhost:11435/v1 \
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--out_dir outputs/handshake --render
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```
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The HunyuanMotion backbone, Qwen3-8B and CLIP-L are additional external dependencies — see
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the code repository for setup. Dataset normalization stats
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(`data/motion_norm_stats.npz`) ship with the code repo and are required to load the model.
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## Links
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- 📄 Paper: https://arxiv.org/abs/2606.24255
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- 💻 Code: https://github.com/EngineeringAI-LAB/SocialStructureHHI
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- 🌐 Project page: https://engineeringai-lab.github.io/SocialStructureHHI/
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## Citation
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```bibtex
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@misc{wang2026socialstructure,
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title = {Social Structure Matters in 3D Human--Human Interaction Generation},
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author = {Zhongju Wang and Beier Wang and Yatao Bian and Pichao Wang and Zhi Wang
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and Daoyi Dong and Hongdong Li and Huadong Mo and Zhenhong Sun},
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year = {2026},
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eprint = {2606.24255},
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archivePrefix = {arXiv},
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primaryClass = {cs.CV}
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}
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```
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