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Update README.md

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@@ -13,6 +13,18 @@ A lightweight UNet with single-block levels and sliding window attention.
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  - Token efficient visual text inputs
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  - Variable head in the attention modules across the layers
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  ## References
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  - 2411.17459
 
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  - Token efficient visual text inputs
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  - Variable head in the attention modules across the layers
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+ ## Introspection
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+
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+ Reconstruction quality, from good to worst:
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+ - U-docling (this repo)
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+ - U-dae
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+ - U-dae-nll
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+ - Eq-sae-cielab
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+ - Eq-sae-cielab-8
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+ - vae-f16-c4-kv
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+ - vae-f16-c4
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+ - vae-f16-c8
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+
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  ## References
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  - 2411.17459