d1

Decision models that return calibrated answer probabilities in one pass

CuratedDecision Models

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What it does

d1 is Liquid AI's family of decision models for classification, routing and scoring. Instead of generating text, a d1 model reads text, images or audio plus one or more questions and returns a probability for each possible answer in a single forward pass, in milliseconds. d1 and d1-ultra are served through Liquid Console, and d1-3B and d1-omni-600M have open weights on Hugging Face.

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