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On-device NPU acceleration backend for RunAnywhere — LLM/VLM/STT/TTS on Qualcomm Snapdragon Hexagon (V75/V79/V81), Android arm64.

Changelog #

All notable changes to the RunAnywhere QHexRT Backend will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

0.20.19 - 2026-08-14 #

  • QHexRT catalog: added the lfm2_5_1_2b_thinking policy row. The app catalogs already shipped that model, but the engine had no row for it, so device-aware registration failed with -259 ("unknown QHexRT native catalog model id") on a real v81 device. The bundle is public and v81 only.
  • QHexRT catalog: lfm2_5_vl_3b no longer requires an HF token. Its repo (runanywhere/lfm2_5_vl_3b_HNPU) is public, so the stale auth gate was hiding a public model from the picker.
  • Note: this package still ships no natives from pub.dev by design. The Qualcomm QNN libraries are private and must be staged separately; without them the SDK reports QHexRT unavailable and continues.

0.20.18 - 2026-08-12 #

  • Commons: backend registration failures are isolated. An engine that cannot register is recorded as unavailable instead of aborting SDK initialization, so the remaining backends keep serving.
  • Suite version bump. This release also rebuilds the Electron backend plugin natives; that part does not affect this package.

0.20.17 - 2026-08-11 #

  • Electron QHexRT backend and its commons platform-capability changes.
  • Swift package is now consumable by version (from:) rather than only by git revision.

0.20.15 - 2026-08-11 #

  • Suite version bump.

0.20.14 - 2026-08-09 #

  • Suite version bump.

0.20.13 - 2026-08-08 #

  • Suite version bump.

0.20.12 - 2026-07-28 #

  • Suite version bump; Kotlin/QHexRT Maven release.

0.20.11 - 2026-07-16 #

  • Version-aligned release with benchmark aggregation, variance reporting, and updated model catalogs.

0.20.10 - 2026-07-13 #

  • CoreML diffusion enablement + macOS backend slice fixes (see SDK release notes).

0.20.9 - 2026-07-13 #

Changed #

  • Version-aligned 0.20.9 release across all RunAnywhere SDKs; dev-analytics config baked into the native core at build time.

0.20.0 - 2026-07-12 #

Changed #

  • Aligned the private backend package and native artifact contract with RunAnywhere 0.20.0.

0.19.13 - 2026-05-13 #

Added #

  • Initial Flutter package for the private Android-only QHexRT backend.
  • Registers Qualcomm Hexagon NPU support through the standard RunAnywhere SDK APIs.
  • Includes NPU capability probing and staged native library packaging for Android.
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On-device NPU acceleration backend for RunAnywhere — LLM/VLM/STT/TTS on Qualcomm Snapdragon Hexagon (V75/V79/V81), Android arm64.

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Topics

#ai #llm #npu #qualcomm #on-device

License

unknown (license)

Dependencies

ffi, flutter, runanywhere

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