Update README.md

README.md

@@ -12,9 +12,15 @@ tags:
 
 # ESM-2 (`esm2_t6_8M_UR50D`)
 
-This is a fine-tuned version of ESM-2 for sequence classification that categorizes protein sequences into 
-two classes, either "cystolic" or "membrane". 
+This is a fine-tuned version of [ESM-2](https://huggingface.co/facebook/esm2_t6_8M_UR50D) for sequence classification 
+that categorizes protein sequences into two classes, either "cystolic" or "membrane". 
 
+## Training and Accuracy
+
+The model is trained using [this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/examples/protein_language_modeling.ipynb)
+and achieved an eval accuracy of 94.83163664839468 %. 
+
+## Using the Model
 To use try running:
 ```python
 from transformers import AutoTokenizer, AutoModelForSequenceClassification