quick updates to model card

README.md

@@ -19,21 +19,23 @@ should probably proofread and complete it, then remove this comment. -->
 This model is a fine-tuned version of [yuval6967/distilhubert-finetuned-gtzan](https://huggingface.co/yuval6967/distilhubert-finetuned-gtzan) on the GTZAN dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.5121
-- Accuracy: 0.93
+- __Accuracy: 0.93__
 
 ## Model description
 
-More information needed
+Fine-tuned model to demonstrate > 87% accuracy for the Huggingface Audio course 
 
 ## Intended uses & limitations
 
-More information needed
+- Example fine-tuned model for HF Audio course credit
 
 ## Training and evaluation data
 
 More information needed
 
 ## Training procedure
+- a non-standard split of 0.20 for test_size was used
+  - this model is built on top of an existing model [yuval6967/distilhubert-finetuned-gtzan] that had an accuracy of 87% from 
 
 ### Training hyperparameters