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  # TIPO: Text to Image with text presampling for Prompt Optimization
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  200M LLaMA arch model trained for TIPO.<br>
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- Tech Report: https://kblueleaf.net/document/TIPO-tech-report.pdf
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/630593e2fca1d8d92b81d2a1/fc9ovmARapQmgq9DZ7ApJ.png)
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@@ -84,14 +84,13 @@ For research purpose, this model is released under Apache-2.0 License.
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  ### Citation
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  ```bibtex
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- @misc{yeh2024tipo,
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- title = {TIPO: Text to Image with text presampling for Prompt Optimization},
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- author = {Yeh, Shih-Ying},
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- year = {2024},
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- month = {10},
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- day = {6},
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- note = {Technical report available at \url{https://kblueleaf.net/document/TIPO-tech-report.pdf}.
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- Model available at \url{https://huggingface.co/KBlueLeaf/TIPO-500M}.
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- Source code available at \url{https://github.com/KohakuBlueleaf/KGen}},
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  }
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  ```
 
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  # TIPO: Text to Image with text presampling for Prompt Optimization
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  200M LLaMA arch model trained for TIPO.<br>
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+ Tech Report: https://arxiv.org/abs/2411.08127
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/630593e2fca1d8d92b81d2a1/fc9ovmARapQmgq9DZ7ApJ.png)
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  ### Citation
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  ```bibtex
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+ @misc{yeh2024tipotextimagetext,
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+ title={TIPO: Text to Image with Text Presampling for Prompt Optimization},
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+ author={Shih-Ying Yeh and Sang-Hyun Park and Giyeong Oh and Min Song and Youngjae Yu},
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+ year={2024},
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+ eprint={2411.08127},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2411.08127},
 
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  }
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  ```