VQV Signal

CREATOR TOOLS WATCH TECHNICAL

vLLM Semantic Router releases d3-ultra, a 26B open "decision model" that scores answers instead of generating text

The Hugging Face card says d3-ultra reads text, images or video once and returns a probability for every answer to every question asked about it, covering choice, yes/no, score, box and tracking decisions, without generating text. It has 26.09B parameters,...

Source: Scobleizer News Pulse (X) · x.com Found via Robert Scoble’s Scobleizer News Pulse · a post on X, not independently verified Published 2026-10-27T13:50:00+00:00 Detected 2026-10-27T17:29:52+00:00
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The Hugging Face card says d3-ultra reads text, images or video once and returns a probability for every answer to every question asked about it, covering choice, yes/no, score, box and tracking decisions, without generating text. It has 26.09B parameters,...

The Hugging Face card says d3-ultra reads text, images or video once and returns a probability for every answer to every question asked about it, covering choice, yes/no, score, box and tracking decisions, without generating text. It has 26.09B parameters, a 131,072-token context per question, and an Apache-2.0...

Signal Strength 82% Technical label WATCH Public Interest 48 Category CREATOR TOOLS Reader Depth TECHNICAL

Signal Strength reflects source quality, relevance, freshness and evidence. Public Interest helps organize discovery; it is not proof of truth.

Public Interest components
Recognizable Entity Score 73 Practical Impact Score 18 Novelty Interest Score 94 Consequence Score 10 Curiosity Score 16 Shareability Score 44

VQV surfaced this signal because it is recent, relevant to LLM Inference, connected to Scobleizer News Pulse (X).