| ---
|
| license: mit
|
| datasets:
|
| - VladPyatov/CADFS
|
| language:
|
| - en
|
| ---
|
| <div align="center">
|
| <p style="font-size:36px;">CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models</p>
|
| <div style="display: flex; justify-content: center; gap: 10px;">
|
| <a href="https://voyleg.github.io/cadfs/" style="display:inline-block;background:#212121;color:white;padding:6px 18px;border-radius:999px;text-decoration:none;font-family:'Segoe UI','Helvetica Neue',Arial,sans-serif;">🚀 Project Page</a>
|
| <a href="https://arxiv.org/abs/2605.01925" style="display:inline-block;background:#212121;color:white;padding:6px 18px;border-radius:999px;text-decoration:none;font-family:'Segoe UI','Helvetica Neue',Arial,sans-serif;">📃 Paper</a>
|
| <a href="https://github.com/VladPyatov/CADFS" style="display:inline-block;background:#212121;color:white;padding:6px 18px;border-radius:999px;text-decoration:none;font-family:'Segoe UI','Helvetica Neue',Arial,sans-serif;">💻 Code</a>
|
| <a href="https://huggingface.co/datasets/VladPyatov/CADFS" style="display:inline-block;background:#212121;color:white;padding:6px 18px;border-radius:999px;text-decoration:none;font-family:'Segoe UI','Helvetica Neue',Arial,sans-serif;">🤗 Dataset</a>
|
| </div>
|
| </div>
|
|
|
| ## Model Summary
|
| **CADFS-2B** is a fine-tuned version of [Qwen2-VL-2B-Instruct](https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct) for parametric CAD generation. Given a **text description** or **multi-view images** of a 3D object, the model outputs a [FeatureScript](https://cad.onshape.com/FsDoc/) code that reconstructs the object as a fully parametric CAD model importable into [Onshape](https://www.onshape.com).
|
|
|
| ---
|
|
|
| ## Usage
|
| For inference code and FeatureScript to STEP file conversion please visit the [CADFS GitHub repository](https://github.com/VladPyatov/CADFS).
|
|
|
| ---
|
|
|
| ## Citation
|
| ```bibtex
|
| @InProceedings{pyatov2026cadfs,
|
| author = {Pyatov, Vladislav and Bobrovskikh, Gleb and Galochkin, Saveliy and Boldyrev, Nikita and Voynov, Oleg and Filippov, Alexander and Ferrer, Gonzalo and Wonka, Peter and Burnaev, Evgeny},
|
| title = {CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models},
|
| booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
|
| month = {June},
|
| year = {2026},
|
| pages = {10176-10186}
|
| }
|
| ``` |
