Update README.md

README.md

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 <!-- Provide a quick summary of what the model is/does. -->
 
-Hello, I am very happy to announce the controlnet-canny-sdxl-1.0 model, a very powerful controlnet that can help you draw pictures with thin lines. The model was trained 
-with large amount of high quality data, with carefully filtered and captioned. Besides, useful tricks are applied during the training, including date augmentation, mutiple loss 
-and multi resolution. With only 1 stage training, the performance outperforms the other opensource canny models(Detail Analysis will be provide). I release it and hope to advance
-the application of stable diffusion models. Canny is one of the most important ControlNet series models and can be applied to many jobs associated with drawing and designing.
+Hello, I am very happy to announce the controlnet-canny-sdxl-1.0 model, a very powerful controlnet that can generate high resolution images visually comparable with midjourney. 
+The model was trained with large amount of high quality data(over 10000000 images), with carefully filtered and captioned(powerful vllm model). Besides, useful tricks are applied 
+during the training, including date augmentation, mutiple loss and multi resolution. With only 1 stage training, the performance outperforms the other opensource canny models
+([diffusers/controlnet-canny-sdxl-1.0], [TheMistoAI/MistoLine]). I release it and hope to advance the application of stable diffusion models. Canny is one of the most important 
+ControlNet series models and can be applied to many jobs associated with drawing and designing.
 
 ## Model Details