Update README.md

README.md

@@ -12,7 +12,7 @@ widget:
 - text: a photo of pug dog in a cup
 ---
 
-# DreamBooth model for pugsly trained by lewtun on the Shirleyphd/pug dataset.
+# DreamBooth model for pugsly trained by lewtun on the Shirleyphd/Pug dataset.
 
 This is a Stable Diffusion model fine-tuned the ccorgi concept taught to Stable Diffusion with DreamBooth.
 It can be used by modifying the `instance_prompt`: **a photo of puglsy dog**
@@ -30,7 +30,7 @@ This is a Stable Diffusion model fine-tuned on `dog` images for the animal theme
 ```python
 from diffusers import StableDiffusionPipeline
 
-pipeline = StableDiffusionPipeline.from_pretrained('Shirleyphd/pug-dog')
+pipeline = StableDiffusionPipeline.from_pretrained('Shirleyphd/Pug-dog')
 image = pipeline().images[0]
 image
 ```