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Update README.md (#3)

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@@ -8,6 +8,14 @@ base_model:
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  - apple/FastVLM-0.5B
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  ---
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  ## Usage
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@@ -93,4 +101,5 @@ In the foreground, there is a green plant with a few leaves and a few small flow
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  Overall, the image is a beautiful representation of a garden or natural setting, with a variety of flowers and plants that are in full bloom. The colors are vibrant and the composition is well-balanced, with the pink flower in the center drawing the viewer's attention.
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  ```
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- </details>
 
 
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  ---
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+ # FastVLM: Efficient Vision Encoding for Vision Language Models
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+ FastVLM was introduced in
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+ **[FastVLM: Efficient Vision Encoding for Vision Language Models](https://www.arxiv.org/abs/2412.13303). (CVPR 2025)**
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+ Try it out using the [online demo](https://huggingface.co/spaces/apple/fastvlm-webgpu), which runs 100% locally in your browser with Transformers.js!
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+ <video muted autoplay src="https://cdn-uploads.huggingface.co/production/uploads/61b253b7ac5ecaae3d1efe0c/u7dQO66Fx8XR5e0D-fArs.mp4" width=800></video>
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  ## Usage
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  Overall, the image is a beautiful representation of a garden or natural setting, with a variety of flowers and plants that are in full bloom. The colors are vibrant and the composition is well-balanced, with the pink flower in the center drawing the viewer's attention.
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  ```
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+ </details>
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+