Aiming to test how LLMs perform in predicting antimicrobial activity and hemolysis, we first fine-tuned and evaluated GPT-3 Ada, Babbage, and Curie models. As discussed in our preprint, these models performed slightly better than the reference models, and even provided good performances when trained in low data regime (20% and 2% of full data). However, these models were later deprecated by OpenAI and their performance cannot be reproduced. We therefore discuss herein only the results obtained with the more recent GPT-3.5 model, in comparison with the reference models.