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ScaleDown CDMs: Fast, Cheap Classify, Extract and Summarize Models Tested

Last week ScaleDown launched Constrained Decoding Models (CDMs). The launch post got about 1.8M views. The pitch is simple: most production LLM calls don't need prose. They need a label, a field, or a short summary. So instead of a general model writing an answer token by token, each CDM does one j…

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  1. 2026-10-24 04:48 · DEV Community — Machine Learning
    ScaleDown CDMs: Fast, Cheap Classify, Extract and Summarize Models Tested

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