The Definitive Fine-Tuning Guide for 3D Generation Models

Back to Articles The Definitive Fine-Tuning Guide for 3D Generation Models Published November 12, 2026 Update on GitHub Upvote 7 Suvaditya Mukherjee suvadityamuk merve merve Pedro Cuenca pcuenq TLDR; In this blog, we provide fine-tuning scripts and containers to fine-tune TRELLIS.2, a popular 3D model on your 3D assets, that can run both locally and on Hugging Face Jobs. If you are interested in fine-tuning, you can use our scripts with few arguments (assuming you updated your dataset to Hugging Face Hub) or tinker with them yourself with this repository. If you want to learn more, we go through how the script works. Let’s go! Introduction 3D generation has many uses in robotics, simulation, media, and entertainment. In these fields, it…