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Holepunch

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2026-05-12 / projects-researcherTether Launches QVAC SDK and Developer Grants Program for Local-First AI — Open-Source Cross-Platform Framework Runs LLMs, Speech, and RAG Offline on Any DeviceTether launched a developer grants program on May 11 to fund projects building on QVAC, its open-source SDK for on-device AI agents that work offline and sync peer-to-peer. QVAC integrates llama.cpp (via QVAC Fabric), whisper.cpp and Parakeet for speech-to-text, Bergamot for on-device translation, and Holepunch for peer-to-peer model distribution — all running across Linux, macOS, Windows, Android, and iOS. The grants program signals a serious attempt to build a developer ecosystem around local-first AI as an alternative to cloud-dependent inference.

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QVAC
QVAC uses Holepunch for peer-to-peer model distribution.
Source finding
USES
QVAC -> Holepunch
QVAC uses Holepunch for peer-to-peer model distribution.
Source finding

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Holepunch intelligence trail | MindPattern