Fine Tuning Models for Task Specific Jobs.
Bit technical but super important. Would you use a 400B size model just to send an email? This is what a lot of people are doing right now.. And it's a complete waste of compute power and energy! What you should do instead, is fine tune a smaller model.. Say 8B in size. Fine tuning simply means to teach the model how to respond and give it new knowledge without it forgetting what it already knows. - Take 100 of your best email replies you've written yourself. - Put it in a spreadsheet. - 2 Columns: Prompt, Response - Prompt Column: Write the message you usually send to AI when you need emails drafted. - Response Column: Paste in the AI response with included email in the formatting you want it to master. - Use Unsloth for Windows & Linux. MLX for MacOS to fine tune your model. That's it! You've successfully trained a tiny model to write your emails for you :)