Thingiverse OpenSCAD: 3D Model Files Paired with Synthetic Prompts

A preliminary dataset scraped from Thingiverse and paired with English-language synthetic prompts, created by author redcathode and last updated on January 23, 2025. It aims to help in fine-tuning large language models for 3D modeling tasks using OpenSCAD. The synthetic prompts were generated by the Gemini-2.0-Flash-Exp model based on SCAD files and their descriptions.

Use Cases

• Fine-tuning LLMs for OpenSCAD code generation based on user queries.
• Training models to understand the relationship between 3D design descriptions and their corresponding CAD code.
• Developing AI assistants for 3D modeling tasks based on the synthetic prompt and SCAD file pairs.

Strengths

• Data is explicitly paired with synthetic prompts, creating a structured input-output format for training.
• Source data is from Thingiverse, a known repository for 3D models.
• Dataset was last updated on 2025-01-23, indicating recent activity.

Limitations

• Row count, file formats, and dataset size are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Thingiverse

Collection Method

Scraped from Thingiverse and paired with synthetic prompts generated by Gemini-2.0-Flash-Exp.

Freshness

Last updated 2025-01-23 16:44:08.