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README.md

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 # ESM-2 for Protein Function Prediction
 
-This is an experimental model fine-tuned from the [esm2_t6_8M_UR50D](https://huggingface.co/facebook/esm2_t6_8M_UR50D) model 
+This model is not intended for protein function prediction, but rather as a checkpoint for further fine-tuning, especially
+with Low Rank Adaptation (LoRA). This is an experimental model fine-tuned from the 
+[esm2_t6_8M_UR50D](https://huggingface.co/facebook/esm2_t6_8M_UR50D) model 
 for multi-label classification. In particular, the model is fine-tuned on the CAFA-5 protein sequence dataset available 
 [here](). More precisely, the `train_sequences.fasta` file is the list of protein sequences that were trained on, and the 
 `train_terms.tsv` file contains the gene ontology protein function labels for each protein sequence. For more details on using