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--- |
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pipeline_tag: text-to-image |
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license: apache-2.0 |
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tags: |
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- Non-Autoregressive |
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--- |
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# Monetico: An Efficient Reproduction of Meissonic for Text-to-Image Synthesis |
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## Introduction |
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Similar to Meissonic, Monetico is a non-autoregressive masked image modeling text-to-image synthesis model capable of generating high-resolution images. It is designed to run efficiently on consumer-grade graphics cards. |
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Monetico is an efficient reproduction of Meissonic. Trained on 8 H100 GPUs for approximately one week, Monetico can generate high-quality 512x512 images that are comparable to those produced by Meissonic and SDXL. |
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Monetico was developed by Collov Labs. We extend our gratitude to @MeissonFlow and @viiika for their valuable advice on efficient training. |
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## Usage |
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For detailed usage instructions, please refer to [GitHub repository](https://github.com/viiika/Meissonic). |
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## Citation |
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If you find this work helpful, please consider citing: |
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```bibtex |
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@article{bai2024meissonic, |
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title={Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis}, |
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author={Bai, Jinbin and Ye, Tian and Chow, Wei and Song, Enxin and Chen, Qing-Guo and Li, Xiangtai and Dong, Zhen and Zhu, Lei and Yan, Shuicheng}, |
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journal={arXiv preprint arXiv:2410.08261}, |
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year={2024} |
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} |
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``` |
