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This matters because ScaleDown's Constrained Decoding Models
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1M-token, multimodal decision models are here! But there is more to this one. You can classify, extract, and summarize with 1M tokens of text and image input. ScaleDown's Constrained Decoding Models read the input once and point straight to the answer, with no token-by-token generation. 200x faster, 467x cheaper than frontier LLM APIs.
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