Update description

app.py

@@ -5,9 +5,9 @@ from diffusers import StableDiffusionPipeline, AutoencoderKL
 
 title = "Fast Text-to-Image Generation on CPU"
 description = """
-This Space uses the sdxs-512-0.9 model which has the ability to generate high quality images in the faction of the time of previous methods.
+This Space uses the sdxs-512-0.9 model which has the ability to generate high quality images in a fraction of the time of previous methods.
 
-This Space demos the model on an inexpensive CPU, where it can  generate images in just a couple of seconds. When on a GPU this model can generate up to 100 images per second. 
+This Space demos the model on an inexpensive CPU, where it can  generate images in just a few seconds. When on a GPU this model can generate up to 100 images per second. 
 
 Model: https://huggingface.co/IDKiro/sdxs-512-0.9\n
 Paper: https://arxiv.org/pdf/2403.16627.pdf