metadata

title: GLM-4.5V CAD Generator
emoji: 🔧
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.43.1
app_file: app.py
pinned: false
license: mit
hardware: zero-gpu
python_version: 3.11

🔧 GLM-4.5V CAD Generator

Generate CADQuery Python code from 3D CAD model images using GLM-4.5V vision-language models!

Features

Multiple GLM-4.5V variants: AWQ, FP8, and full precision models
Advanced prompting: Simple, detailed, and chain-of-thought styles
Real-time generation: GPU-accelerated inference on Zero GPU
Code extraction: Automatic cleaning and formatting of generated CADQuery code
Evaluation ready: Compatible with existing VSR and IoU metrics

Usage

Upload a clear 3D CAD model image
Select your preferred GLM-4.5V model variant
Choose a prompting style
Click "Generate CADQuery Code"
Copy the generated Python code and run it locally

Models

GLM-4.5V-AWQ: Fastest startup, good quality
GLM-4.5V-FP8: Balanced speed and quality
GLM-4.5V: Best quality, slower startup

Tips

Use clear, well-lit CAD images for best results
Simple geometric shapes work better than complex assemblies
Try different prompt styles if first attempt isn't satisfactory
Generated code may need minor adjustments for complex geometries

Technical Details

This app uses Hugging Face Zero GPU (H200 GPUs, 70GB VRAM) for serverless GPU allocation and the latest GLM-4.5V vision-language models for image-to-code generation. Built with Gradio 5.42.0 for optimal 2025 compatibility and enhanced authentication support. The generated CADQuery code follows standard patterns with proper imports and result variables.