Token Arcade
An interactive educational mini-game that presents the underlying mechanisms of structured output and constrained decoding in large language models through the format of arcade levels.
Timeline (last 90 days)
Token Arcade is an interactive mini-game that turns the constrained decoding mechanism of structured output into an arcade experience you can operate by hand.
In Token Arcade, the Heads or Tails level requires the model to reply only with Heads or Tails, demonstrating the token masking mechanism: the highest-probability token `He` is banned because it violates the constraint (it needs to start with a lowercase h).
Token Arcade's Tiny Creature level requires generating a JSON object containing name and element attributes, and at each step one can only pick from tokens that conform to JSON syntax.
The author of Token Arcade says the project was made to make structured output 'easier to understand'.
All Facts (4)
Token Arcade is an interactive mini-game that turns the constrained decoding mechanism of structured output into an arcade experience you can operate by hand.
50%UnverifiedIn Token Arcade, the Heads or Tails level requires the model to reply only with Heads or Tails, demonstrating the token masking mechanism: the highest-probability token `He` is banned because it violates the constraint (it needs to start with a lowercase h).
50%UnverifiedToken Arcade's Tiny Creature level requires generating a JSON object containing name and element attributes, and at each step one can only pick from tokens that conform to JSON syntax.
50%UnverifiedThe author of Token Arcade says the project was made to make structured output 'easier to understand'.
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