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Update README.md

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@@ -97,6 +97,23 @@ These are the key hyperparameters used during training:
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  * Image resolution: 1024
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  * Mixed-precision: fp16
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  ### Speed Comparision
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  We have observed that SSD-1B is upto 60% faster than the Base SDXL Model. Below is a comparision on an A100 80GB.
 
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  * Image resolution: 1024
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  * Mixed-precision: fp16
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+ ### Multi-Resolution Support
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+
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+ ![image/jpeg](https://cdn-uploads.huggingface.co/production/uploads/62039c2d91d53938a643317d/IwIaIB4nBdMx6Vs5q82cL.jpeg)
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+ SSD-1B can support the following output resolutions.
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+ * 1024 x 1024 (1:1 Square)
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+ * 1152 x 896 (9:7)
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+ * 896 x 1152 (7:9)
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+ * 1216 x 832 (19:13)
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+ * 832 x 1216 (13:19)
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+ * 1344 x 768 (7:4 Horizontal)
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+ * 768 x 1344 (4:7 Vertical)
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+ * 1536 x 640 (12:5 Horizontal)
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+ * 640 x 1536 (5:12 Vertical)
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+
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+
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  ### Speed Comparision
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  We have observed that SSD-1B is upto 60% faster than the Base SDXL Model. Below is a comparision on an A100 80GB.