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@@ -123,11 +123,22 @@ The image below shows reproductions of two representative pages of the scientifi
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/qHURSBRWEDgHy4o56escN.png)
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  ## Citation
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  Please cite as:
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- ```
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  @article{Buehler_Cephalo_2024,
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  title = {Cephalo, a series of multi-modal vision-language models for bio-inspired materials and mechanics},
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  author = {M.J. Buehler},
 
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/qHURSBRWEDgHy4o56escN.png)
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+ ## Example applications
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+ The paper provides detailed examples and use cases. Here is a visual of a pipeline that consists of 1) analysis of an image provided to Cephalo-Phi-3-vision-128k-4b-beta, 2) generation of an image generation fromt, and 3) generation of a new image using Stable Diffusion XL Turbo.
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/3VvHK_c9eJolQvfOrhiBw.png)
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+ A similar mechanism can be employed to generate 3D models:
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+ ![image/png](https://cdn-uploads.huggingface.co/production/uploads/623ce1c6b66fedf374859fe7/6ZsvCZ3x3TGvugly44MMI.png)
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  ## Citation
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+ ```bibtex
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  @article{Buehler_Cephalo_2024,
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  title = {Cephalo, a series of multi-modal vision-language models for bio-inspired materials and mechanics},
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  author = {M.J. Buehler},