Fine tuning Davinci003 for academic purposes

Hi everyone,

Was wondering if I can fine tune davinci003 to understand more of certain textbooks I have in .pdf format. I’d like to have the bot specialize in a certain topic such as biochemistry. The current davinci003 model commonly outputs an incorrect answer in this subject. Would it be possible for me to fine tune this model in some way by feeding it a biochem text book?

The only models available to fine-tune, according to OpenAI are:

See:

OpenAI Fine-Tuning