Update README.md

README.md

@@ -13,8 +13,8 @@ pipeline_tag: text-classification
 - Fine-tuning was performed efficiently using **LoRA (Low-Rank Adaptation)** from the PEFT library, with training managed by the **PyTorch Lightning** framework.  
 - The **LoRA adapter weights** must be combined with the base DistilBERT model weights for inference.
 
-## You can use the following Python code to perform inference  
-*(The code is involved since the layer keys must be aligned correctly)*:
+## You can use the following Python code to perform inference:  
+*(The code is lengthy since the layer keys must be aligned correctly)*
 
 ```python
 import torch