Viveki-0.1: An Untrained 20B 'Decisions Model' Processes Live Video at 160ms

not-ekalabya · reddit · 2026-10-12

A developer released Viveki-0.1-20B, billed as the first 'decisions model' natively processing video, images and text, with 160ms latency on a single A100-80GB (demo: detecting goals in live soccer footage). It was built without any training, based on a claimed mechanistic insight that predicts model answers to objective questions before any tokens are generated. The author reports within 5% of a rival on BANKING77 and MuSR, expects gains from fine-tuning, and says the method paper is forthcoming—so claims remain unverified.

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