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Try embedding a knowledge base on a preexisting model.

Usage

$ python wikibot.py
Hello I am wikibot! Ask me anything.
>

Write your question. For example:

> What does the fox say?

MVP

  • homemade zig matrices
  • cold start with supervised learning
  • no self attention
  • no tokenizer
  • 128 character context window
  • get through entire dataset once

Goals

  • Take less space than the dataset (14 gb)
  • Correct responses

Hmmm

  • reinforcement learning to behave like a "chatbot", or should I say... wikibot.
  • the wikibot doesn't have to be smart, maybe I can train it locally?
  • how to teach the wikibot about itself
  • how to handle the large dataset
  • getting correct responses. maybe many slightly different wording of wikipedia would work?
  • learning while you are prompting it

Resources

Future plans

  • Voice output
  • Voice input

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LLM trained on wikipedia.

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