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PoQ-Judge: A Multi-Architecture Evaluation Framework for Cost-Aware Proof-of-Quality in Decentralized LLM Inference

arXiv cs.CL · 14h ago Cached

Introduces PoQ-Judge, a multi-architecture evaluation framework with reference-free judge models (TextCNN, MiniLM, DeBERTa) for cost-aware Proof-of-Quality in decentralized LLM inference, achieving high correlation with ground-truth proxies while eliminating the need for reference answers.

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#multi-architecture

Capstone – multi-platform, multi-architecture disassembly framework

Hacker News Top · 2026-06-03 Cached

Capstone is a lightweight, multi-platform, multi-architecture disassembly framework for binary analysis and reverse engineering. It supports numerous architectures and provides a clean API, with bindings for many languages.

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