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title: VKUE Efficiency Leaderboard
emoji: 🌐
colorFrom: blue
colorTo: gray
sdk: static
pinned: true
license: apache-2.0
short_description: Serve frontier-class models on minimal hardware — VKUE

VKUE — VIDRAFT Kernel Ubiquitous Engine

No GPU? Runs anyway. Everywhere. VKUE serves frontier-class models on minimal hardware — sibling to VKAE (speed). This Space is the Efficiency Leaderboard: how little hardware a given quality (GPQA Diamond) actually needs, for 27B+ models.

Quantized models, benchmark figures, and open-tool run instructions are public. VKUE's engine internals are proprietary; the leaderboard reports only the resulting hardware. Throughput figures are published per config after measurement (generate-format gated). v1 preview.