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Update README.md

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@@ -12,7 +12,7 @@ For a detailed example of usage, refer to [this notebook](https://github.com/app
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  2. Pop it off the memory to gain VRAM.
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  3. Loads the InstructPix2Pix pipeline and performs editing.
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- 💡 MGIE needs additional set up steps that are important to follow before running inference. Please refer to the repository for those instructions.
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  ## Citation
 
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  2. Pop it off the memory to gain VRAM.
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  3. Loads the InstructPix2Pix pipeline and performs editing.
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+ 💡 MGIE needs additional set up steps that are important to follow before running inference. Please refer to the repository for those instructions. Importantly, it needs you to merge the LLaVA weight deltas with the original LLaMA parameters. More details are in the repository.
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  ## Citation