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Case Study — Educational Tool

Perceptron LLM

An interactive playground for watching how a language model actually picks its next word — one probability at a time.

Data Visualization Web Development Machine Learning
Perceptron LLM prompt interface

Type a prompt and Perceptron LLM generates it one token at a time, surfacing the candidate next-words and their probabilities at each step — with temperature, top-p, and max tokens exposed as live controls, so the usually-invisible sampling process behind an LLM's output becomes something you can see and tune yourself.

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