Update app.py

app.py

@@ -250,17 +250,17 @@ For example, use an image of a woman to generate a new image:
 prompt = "A woman holds a bouquet of flowers and faces the camera. Thw woman is \<img\>\<|image_1|\>\</img\>."
 
 Tips:
-- For image editing task and controlnet task, we recommend to set the height and width of output image as the same as input image. For example, if you want to edit a 512x512 image, you should set the height and width of output image as 512x512. You also can set the `use_input_image_size_as_output` to automatically set the height and width of output image as the same as input image.
+- For image editing task and controlnet task, we recommend setting the height and width of output image as the same as input image. For example, if you want to edit a 512x512 image, you should set the height and width of output image as 512x512. You also can set the `use_input_image_size_as_output` to automatically set the height and width of output image as the same as input image.
 - For out-of-memory or time cost, you can set `offload_model=True` or refer to [./docs/inference.md#requiremented-resources](https://github.com/VectorSpaceLab/OmniGen/blob/main/docs/inference.md#requiremented-resources) to select a appropriate setting.
 - If inference time is too long when inputting multiple images, please try to reduce the `max_input_image_size`. For more details please refer to [./docs/inference.md#requiremented-resources](https://github.com/VectorSpaceLab/OmniGen/blob/main/docs/inference.md#requiremented-resources).
 - Oversaturated: If the image appears oversaturated, please reduce the `guidance_scale`.
 - Low-quality: More detailed prompts will lead to better results. 
-- Animate Style: If the genereate images is in animate style, you can try to add `photo` to the prompt`.
-- Edit generated image. If you generate a image by omnigen and then want to edit it, you cannot use the same seed to edit this image. For example, use seed=0 to generate image, and should use seed=1 to edit this image.
+- Animate Style: If the generated images are in animate style, you can try to add `photo` to the prompt`.
+- Edit generated image. If you generate an image by omnigen and then want to edit it, you cannot use the same seed to edit this image. For example, use seed=0 to generate image, and should use seed=1 to edit this image.
 - For image editing tasks, we recommend placing the image before the editing instruction. For example, use `<img><|image_1|></img> remove suit`, rather than `remove suit <img><|image_1|></img>`. 
 
 
-HF Spaces often encounter errors due to quota limitations, so recommend to run it locally.
+**HF Spaces often encounter errors due to quota limitations, so recommend to run it locally.**
 
 """
 
@@ -268,7 +268,7 @@ article = """
 ---
 **Citation** 
 <br> 
-If you find this repository useful, please consider giving a star ⭐ and citation
+If you find this repository useful, please consider giving a star ⭐ and a citation
 ```
 @article{xiao2024omnigen,
   title={Omnigen: Unified image generation},