Update README.md

README.md

@@ -12,7 +12,7 @@ This model has been created to help computer science students at St. Olaf Colleg
 
 ## Angora-4000 Details
 
-This model is built off of [Google's Gemma 7b-it](https://huggingface.co/google/gemma-7b-it) model. It was fine tuned with a dataset created with the purpose of addressing St. Olaf specific Computer Science questions. Some of these questions reference the specific instance of git the institution uses or address steps to declare the computer science major. This model was fine-tuned using MLX on an Apple M3 Max Chip. This model was trained for 4000 iterations using QLoRA as the method for finetuning.
+This model is built off of [Google's Gemma 7b-it](https://huggingface.co/google/gemma-7b-it) model. It was fine tuned with a dataset created with the purpose of addressing St. Olaf specific Computer Science questions. Some of these questions reference the specific instance of git the institution uses or address steps to declare the computer science major. This model was fine-tuned using MLX on an Apple M3 Max Chip. This model was trained for 4000 iterations using LoRA as the method for finetuning.
 
 - **Developed by:** Ben Anderson & Keegan Murray
 - **Funded by:** St. Olaf College MSCS Department
@@ -196,4 +196,5 @@ The testing data is available [here](https://huggingface.co/datasets/band2001/st
 ## Model Card Contact
 
 Ben Anderson - [ander6@stolaf.edu](mailto:ander6@stolaf.edu)
-Keegan Murray - murray7@stolaf.edu(mailto:murray7@stolaf.edu)
+
+Keegan Murray - [murray7@stolaf.edu](mailto:murray7@stolaf.edu)