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optogpt
QZhang2021/optogpt
optogpt is a machine learning model from QZhang2021. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
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Updated Jul 27, 2026
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At a glance
- License
- mit
- Access
- Public
- Created
- Jul 27, 2026
- Updated
- Jul 27, 2026
- SHA
- 7a260cb8
Model card
From the Hugging Face model README
Welcome!
This is the model for OptoGPT and OL-Transformer.
OptoGPT: A Foundation Model for Multilayer Thin Film Inverse Design
Paper: https://www.oejournal.org/article/doi/10.29026/oea.2024.240062
In this work, we introduce OptoGPT (Opto Generative Pretrained Transformer), a decoder-only transformer, to solve inverse design of multi-layer thin film structures.
OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures
Paper: https://arxiv.org/abs/2305.11984
In this work, we propose the Opto-Layer (OL) Transformer to act as a universal surrogate simulator for fast and efficient simulation of multilayer thin film structures.
Code for OptoGPT: https://github.com/taigaoma1997/optogpt
Dataset for OptoGPT: https://huggingface.co/datasets/mataigao/optogpt_data
- License
- mit
- Created
- Jul 27, 2026
- Updated
- Jul 27, 2026