Update README.md

README.md

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 ## Overview
 This is a [Redux](https://huggingface.co/black-forest-labs/FLUX.1-Redux-dev) adapter trained from scratch on [Flex.1-alpha](https://huggingface.co/ostris/Flex.1-alpha), however, it will also work with [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev). The main advantages of this adapter over the original are:
 
-- **Better Vision Encoder**: The original Redux by BFL uses [siglip-so400m-patch14-384](https://huggingface.co/google/siglip-so400m-patch14-384). This adapter uses [siglip2-so400m-patch16-512](https://huggingface.co/google/siglip2-so400m-patch16-512), which is never and has an increased resolution of 512x512. This allows for better image quality and more detail in the generated images.
+- **Better Vision Encoder**: The original Redux by BFL uses [siglip-so400m-patch14-384](https://huggingface.co/google/siglip-so400m-patch14-384). This adapter uses [siglip2-so400m-patch16-512](https://huggingface.co/google/siglip2-so400m-patch16-512), which is newer and has an increased resolution of 512x512. This allows for better image quality and more detail in the generated images.
 - **Apache 2.0 License**: Since this vision encoder was trained from scratch on Flex.1-alpha, it can be licensed under the Apache 2.0 license. This means that you can use it for commercial purposes without any restrictions.
 
 ## The Vision Encoder