Update README.md

README.md

@@ -133,13 +133,13 @@ For Comparison between Base Model and Fine-tuned model, we use the following met
 <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
 
 **BibTeX:**
-
+```
 @misc{akshay2025nlcodegen,
   title={Natural Language to Code Generation (Fine-tuned CodeGen-350M)},
   author={Akshay Bharadwaj},
   year={2025},
   howpublished={\url{https://huggingface.co/akshayb/nl-code-gen-python}}
 }
-
+```
 
 - PEFT 0.7.2.dev0