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@@ -72,8 +72,7 @@ Once your installation is updated, you can use LISAT-7B for inference as follows
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  This will render as a properly formatted Python code snippet in Markdown. When you view it in a Markdown-rendering environment, it will look like this:
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- `
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- from transformers import AutoModelForImageSegmentation, AutoTokenizer
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  # Load model and tokenizer
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  model = AutoModelForImageSegmentation.from_pretrained("jquenum/LISAt-7b")
@@ -145,10 +144,6 @@ Please, use **LISAT-7B** responsibly.
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  If you use LISAt in your research or applications, please cite our paper:
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- ## Citation
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-
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- If you use LISAt in your research or applications, please cite our paper:
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-
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  `bibtex
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  @article{TBD,
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  title={LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery},
 
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  This will render as a properly formatted Python code snippet in Markdown. When you view it in a Markdown-rendering environment, it will look like this:
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+ `from transformers import AutoModelForImageSegmentation, AutoTokenizer
 
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  # Load model and tokenizer
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  model = AutoModelForImageSegmentation.from_pretrained("jquenum/LISAt-7b")
 
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  If you use LISAt in your research or applications, please cite our paper:
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  `bibtex
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  @article{TBD,
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  title={LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery},