Update README.md

README.md

@@ -45,7 +45,7 @@ This model was trained on approximately 70,000 proteins with binding site and ac
 The training split was a random 85/15 split for this version, and does not consider anything in the way of family or sequence 
 similarity. New iterations of the model have been trained on larger datasets (over 200,000 proteins), with the split such that 
 there are no overlapping families, however they seem to overfit much earlier and have significantly worse performance in terms 
-of the training metrics (precision, recall, and F1). 
+of the training metrics (precision, recall, and F1). To address this we plan to implement LoRA (and hopefully QLoRA). 
 
 Training Metrics for the Model in the form of the `trainer_state.json` can be 
 [found here](https://huggingface.co/AmelieSchreiber/esm2_t6_8M_general_binding_sites_v2/blob/main/trainer_state.json).