Update README.md

README.md

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 ## Model Description
 
-The ByT5 model is finetuned from [Glyph-ByT5-v2](https://arxiv.org/abs/2406.10208), which supports accerate visual text rendering in ten different languages.
+The ByT5 model is finetuned from [Glyph-ByT5-v2](https://arxiv.org/abs/2406.10208), which supports accurate visual text rendering in ten different languages.
 The [SPO](https://huggingface.co/SPO-Diffusion-Models) model is a substitute for the original sdxl-base-1.0 for aesthetic improvement.
 You can follow our [github]() to organize and run the model.