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- license: apache-2.0
 
 
 
 
 
 
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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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+
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+ # SocialStructureHHI — run_030
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+
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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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+
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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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+
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+ ## Files
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+
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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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+
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+ ## Usage
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+
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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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+
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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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+
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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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+
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+ ## Links
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+
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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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+
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+ ## Citation
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+
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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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+ ```