diff --git a/README.md b/README.md
index 1027e48..c3d2a4b 100644
--- a/README.md
+++ b/README.md
@@ -78,17 +78,6 @@ TBD
 ### BibTeX entry and citation info
 
 To cite this model, use
-```bibtex
-@article{gao2020pile,
-  title={The Pile: An 800GB Dataset of Diverse Text for Language Modeling},
-  author={Gao, Leo and Biderman, Stella and Black, Sid and Golding, Laurence and Hoppe, Travis and Foster, Charles and Phang, Jason and He, Horace and Thite, Anish and Nabeshima, Noa and others},
-  journal={arXiv preprint arXiv:2101.00027},
-  year={2020}
-}
-```
-
-To cite the codebase that this model was trained with, use
-
 ```bibtex
 @software{gpt-neo,
   author       = {Black, Sid and
@@ -107,4 +96,11 @@ To cite the codebase that this model was trained with, use
   doi          = {10.5281/zenodo.5297715},
   url          = {https://doi.org/10.5281/zenodo.5297715}
 }
+
+@article{gao2020pile,
+  title={The Pile: An 800GB Dataset of Diverse Text for Language Modeling},
+  author={Gao, Leo and Biderman, Stella and Black, Sid and Golding, Laurence and Hoppe, Travis and Foster, Charles and Phang, Jason and He, Horace and Thite, Anish and Nabeshima, Noa and others},
+  journal={arXiv preprint arXiv:2101.00027},
+  year={2020}
+}
 ```