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Update README.md to include some samples (#3)

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- Update README.md (b299a9f9d225473b7bc07b9e16dff92d18c584df)


Co-authored-by: Sayak Paul <[email protected]>

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  1. README.md +4 -0
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@@ -4,6 +4,10 @@ license: apache-2.0
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  # Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis
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  ## Resources
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  - [arXiv: Paper](https://arxiv.org/pdf/2505.10046)
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  - [GitHub: Code](https://github.com/tang-bd/fuse-dit)
 
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  # Exploring the Deep Fusion of Large Language Models and Diffusion Transformers for Text-to-Image Synthesis
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+ <div align="center">
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+ <img src="https://github.com/tang-bd/fuse-dit/blob/main/assets/visual.jpg?raw=true" width="95%"/>
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+ </div>
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  ## Resources
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  - [arXiv: Paper](https://arxiv.org/pdf/2505.10046)
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  - [GitHub: Code](https://github.com/tang-bd/fuse-dit)