nathancarter / text-gen-demo-math

Small math-related text generation example in Streamlit

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"Text" Generation with Math Hallucinations

This repository contains a Streamlit app that can be used to demonstrate some concepts of generative language models. It doesn't really generate text, because all of its training data is simple statements of arithmetic, such as 10 - 4 = 6 and 9 + 5 = 14, so all it knows is arithmetic (no words). But you can customize the sophistication of the (very very simple) model so that various types of errors (including what LLMs call "hallucinations") are exhibited or are not exhibited. It is useful as a demo of some concepts in text generation.

You can view the app running online here.

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Small math-related text generation example in Streamlit


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