Update README.md

README.md

@@ -167,16 +167,16 @@ This performance is competitive for rapid prototyping in price-sensitive applica
 
   bitsandbytes (for 8-bit quantization optional inference)
 
-## Citation [optional]
+## Citation
 @misc{RCompense2025MidasPricer,
   title        = {Midas-Pricer: Price Prediction for Amazon Appliances},
   author       = {Recompense},
   year         = {2025},
-  howpublished = {\url{https://huggingface.co/Recompense/Midas-pricer}},
+  howpublished = "\url{https://huggingface.co/Recompense/Midas-pricer}"
 }
 
 
-## Glossary [optional]
+## Glossary
 
 - RMSLE (Root Mean Squared Logarithmic Error):
 Measures the square root of the average squared difference between log-transformed predictions and targets. Less sensitive to large absolute errors.