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Update README.md
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README.md
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# SDXL-VAE-FP16-Fix
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SDXL-VAE-FP16-Fix is the [SDXL VAE](https://huggingface.co/stabilityai/sdxl-vae)
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| VAE | Decoding in `float32` / `bfloat16` precision | Decoding in `float16` precision |
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| --------------------- | -------------------------------------------- | ------------------------------- |
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3. scaling down weights and biases within the network
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There are slight discrepancies between the output of SDXL-VAE-FP16-Fix and SDXL-VAE, but the decoded images should be close enough for most purposes.
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# SDXL-VAE-FP16-Fix
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SDXL-VAE-FP16-Fix is the [SDXL VAE](https://huggingface.co/stabilityai/sdxl-vae)*, but modified to run in fp16 precision without generating NaNs.
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| VAE | Decoding in `float32` / `bfloat16` precision | Decoding in `float16` precision |
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| --------------------- | -------------------------------------------- | ------------------------------- |
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3. scaling down weights and biases within the network
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There are slight discrepancies between the output of SDXL-VAE-FP16-Fix and SDXL-VAE, but the decoded images should be close enough for most purposes.
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---
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\* `sdxl-vae-fp16-fix` is specifically based on [SDXL-VAE (0.9)](https://huggingface.co/stabilityai/sdxl-vae/discussions/6#64acea3f7ac35b7de0554490), but it works with SDXL 1.0 too
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