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final-bench / ongrid

ONGRID — Ontology-Native Graph · Retrieval · Inference · Decision. 3D knowledge graph + zero-token ZTC answer verification. by VIDRAFT.

threejs ontology knowledge-graph 3d-visualization rag ztc answer-verification llm hallucination-detection graphrag zero-token vidraft

Updated Oct 14, 2026
HTML

final-bench / ztc

Star

ZTC (Zero-Token Confidence) — verify whether an LLM answer can be trusted in one forward pass, zero generated tokens. ZTC-Judge + Darwin-ZTC family. #1 on S1MB. by VIDRAFT.

calibration ai-safety ztc answer-verification llm llm-evaluation hallucination-detection zero-token vidraft

Updated Oct 9, 2026
Python

final-bench / s1mb

Star

Darwin-27B-ZTC-v2 — #1 of 102 on the System One Mosaic Benchmark (S1MB). A typed-decision judge that scores decisions in one forward pass, zero generated tokens (ZTC). by VIDRAFT.

benchmark leaderboard decision-ai ztc llm-evaluation zero-token typed-decisions vidraft s1mb

Updated Oct 18, 2026

final-bench / pocket

Star

POCKET — run strong AI on your own device, on CPU, no GPU, no cloud. On-device GGUF LLMs and image models (800K+ downloads). by VIDRAFT.

offline quantization on-device cpu-inference llama-cpp local-llm ollama gguf vidraft

Updated Oct 9, 2026

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