small typos fix

README.md

@@ -4,9 +4,10 @@ library_name: diffusers
 
 # Paint by Inpaint: Learning to Add Image Objects by Removing Them First
 
-The model is designed for instruction following object addition to images.
+The model is designed for instruction-following object addition to images.
+
 We offer four different models:
-- **addition-base-model** (This one): Trained on the PIPE dataset, specifically designed for object addition.
+- **addition-base-model (This one): Trained on the PIPE dataset, specifically designed for object addition.**
 - addition-finetuned-model: The addition-base-model fine-tuned on a MagicBrush addition subset.
 - general-base-model: Trained on the combined PIPE and InstructPix2Pix datasets, intended for general editing.
 - general-finetuned-model: The general-base-model fine-tuned on the full MagicBrush dataset.