Building email responder model

Beginners
1

I’m working on a self project to build an email reply assistant for a local retail shop using the last one year’s email data. The goal is to create a self-contained system that runs on a local machine without relying on any API calls for using Models(open source downloaded model ).

I have followed the tutorials for NLP course on the huggingface. and roughly understand how to use the tokenizer and fine tuning the model.

Here’s my question:

  1. What open-source models are suitable for this task?
  2. How do I pre-process and prepare the email data for training the chosen model?
  3. If any links to similar project would be very helpful.
    thank you
1 Like