is there a way to get a zero knowledge model that only knows how to chat. and from there fine tune it with specialized knowledge? and do this on consumer hardware (mac M1/16 gig) or free colab hardware?
i want to do this so as to prevent the model from hallucinating outside of the domain knowledge it is fed…like passing in a textbook and it only knows how to answer questions from it
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Is home hardware a requirement for this project? I guess I’m a little confused what that has to do with model hallucinations.
Checkout NanoGPT, it’s very educational. You can even load GPT2 weights and finetune them if you want: https://github.com/karpathy/nanoGPT (The accompanying YouTube video is also very nice)
Also what can you do with the latest m3 max with 128gb ram , can anyone put it in to context by comparing it