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Open-weight model

Chip

by Wenhua Huo wenhuahuo/Chip

Chip is an open-weight model from Wenhua Huo, released under MIT License. Its published files total 2.7 KB.

Chip is the NL2Hull ship-design decision model family. It adapts a Kev-style typed decision interface to Chinese natural-language ship-form editing requests and predicts probability distributions over ordered editing decisions.

Parameters—
Context—
Weights2.7 KB
Licensemit
AccessOpen weights
Monthly Downloads—

Model Card

By Wenhua Huo, published under mit, revision 3f5c05502ea4.

Chip is the NL2Hull ship-design decision model family. It adapts a Kev-style typed decision interface to Chinese natural-language ship-form editing requests and predicts probability distributions over ordered editing decisions. The released 0.8-billion-parameter adapter is available at wenhuahuo/chip-0.8b. The model is designed to be used with the NL2Hull repository and the Ship Design Decision Dataset. The model and evaluation protocol are described in NL2Hull: A Natural Language-Driven Constrained Ship Design Decision Framework.

Read Wenhua Huo's full model card

Chip is the NL2Hull ship-design decision model family. It adapts a Kev-style typed decision interface to Chinese natural-language ship-form editing requests and predicts probability distributions over ordered editing decisions.

The released 0.8-billion-parameter adapter is available at wenhuahuo/chip-0.8b. The model is designed to be used with the NL2Hull repository and the Ship Design Decision Dataset.

Paper

The model and evaluation protocol are described in NL2Hull: A Natural Language-Driven Constrained Ship Design Decision Framework.

Citation

@article{huo2026nl2hull,
  title         = {NL2Hull: A Natural Language-Driven Constrained Ship Design Decision Framework},
  author        = {Huo, Wenhua and Han, Fenglei and Zhao, Wangyuan and Wu, Jialin and Han, Jiayi},
  year          = {2026},
  eprint        = {2610.09896},
  archivePrefix = {arXiv},
  primaryClass  = {cs.AI},
  url           = {https://arxiv.org/abs/2610.09896}
}

Identity and Version

Repository
wenhuahuo/Chip
Publisher
Wenhua Huo
Task
Not stated by the source
Modality
Other
Library
Not stated by the source
Parameters
Not stated by the source
Languages
Not stated by the source
Revision
3f5c05502ea4a18c2644fb26eb2194895a320ff8
First published
2026-10-07
Last updated
2026-10-08

Files and Weights

2 files, 2.7 KB in total.

Documentation1 file · 1.2 KB
Repository1 file · 1.5 KB
Every file
FileTypeSizeSHA-256
README.mdDocumentation1.2 KB —
.gitattributesRepository1.5 KB —

License and Download

License
mit
Access
Open weights, no gate
Download from Wenhua Huo

Released by Wenhua Huo through its official repository on Hugging Face. Read the license.

Built From

  • Described by arXiv:2610.09896

Questions About Chip

Can I use Chip commercially?

Yes. Chip is released under MIT License. The MIT License is a short permissive license. It permits commercial use, modification and redistribution, provided the copyright notice and permission notice are included.