Update README.md

README.md

@@ -144,21 +144,19 @@ HuggingFace Accelerate with Training Loop.
 - **GPU:** P100
 
 
-## Citation
+### Citing Dataset and BaseModel
 
-<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
-
-**BibTeX:**
-
-@software{gretel-synthetic-text-to-sql-2024,
+```
+  @software{gretel-synthetic-text-to-sql-2024,
   author = {Meyer, Yev and Emadi, Marjan and Nathawani, Dhruv and Ramaswamy, Lipika and Boyd, Kendrick and Van Segbroeck, Maarten and Grossman, Matthew and Mlocek, Piotr and Newberry, Drew},
   title = {{Synthetic-Text-To-SQL}: A synthetic dataset for training language models to generate SQL queries from natural language prompts},
   month = {April},
   year = {2024},
   url = {https://huggingface.co/datasets/gretelai/synthetic-text-to-sql}
 }
+```
 
-
+```
 @article{DBLP:journals/corr/abs-1910-13461,
   author    = {Mike Lewis and
                Yinhan Liu and
@@ -181,6 +179,8 @@ HuggingFace Accelerate with Training Loop.
   bibsource = {dblp computer science bibliography, https://dblp.org}
 }
 
+```
+
 
 ## Model Card Authors