Update README.md

README.md

@@ -56,10 +56,7 @@ Model checkpoints are saved every 1000 steps.
 Once trained, the model can be used for generating images of flowers. The trained model is saved as a DDPMPipeline and can be loaded for inference.
 
 # Model Inference
-  ```
-python
-
-A quantized version of the model is available for reduced memory usage and faster inference on resource-limited devices.
+  ```python
 
 from optimum.intel.openvino import OVModelForImageGeneration