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feat(mobile): On-device ML runtime — llama.rn + ModelManager (#171) #180

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admin-mrrm merged 4 commits from 171-mobile-ml-runtime into main 2026-05-03 09:49:21 +02:00
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admin-mrrm commented 2026-05-03 01:52:53 +02:00
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Was wurde umgesetzt

  • llama.rn + expo-file-system/legacy als Dependencies eingebunden
  • MailModelManager (src/services/model-manager.ts):
    • Lazy-Download von Qwen2.5-0.5B-Instruct Q4_K_M GGUF (~350 MB) beim ersten suggest()-Aufruf
    • Fortschritts-Events: idle → downloading (0–100%) → loading → ready
    • Modell wird in documentDirectory/models/ gecacht — kein erneuter Download
    • suggest(mailSnippet, existingTags) läuft vollständig on-device via llama.rn
    • Singleton-Export mailModelManager
  • useMailModel-Hook (src/hooks/use-mail-model.ts) für React-Komponenten

Closes #171

## Was wurde umgesetzt - `llama.rn` + `expo-file-system/legacy` als Dependencies eingebunden - `MailModelManager` (`src/services/model-manager.ts`): - Lazy-Download von `Qwen2.5-0.5B-Instruct Q4_K_M GGUF` (~350 MB) beim ersten `suggest()`-Aufruf - Fortschritts-Events: `idle → downloading (0–100%) → loading → ready` - Modell wird in `documentDirectory/models/` gecacht — kein erneuter Download - `suggest(mailSnippet, existingTags)` läuft vollständig on-device via llama.rn - Singleton-Export `mailModelManager` - `useMailModel`-Hook (`src/hooks/use-mail-model.ts`) für React-Komponenten Closes #171
feat(mobile): On-device ML runtime — llama.rn + ModelManager (#171)
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66fe133c3b 
Lazy-Download und Inferenz für Qwen2.5-0.5B-Instruct (GGUF Q4_K_M).
ModelManager lädt das Modell beim ersten suggest()-Aufruf herunter,
cached es lokal (expo-file-system/legacy) und stellt Progress-Events
bereit. useMailModel-Hook für React-Komponenten.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
fix(dev): sharp aus neverBuiltDependencies — Termux-Kompatibilität
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15a2ed0465 
sharp hat keine Prebuild-Binaries für android-arm64v8 (Termux).
neverBuiltDependencies verhindert das Scheitern von pnpm install lokal.
CI (linux-x64/alpine) ist davon nicht betroffen.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Merge branch 'main' into 171-mobile-ml-runtime
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7420d63f97
Merge branch 'main' into 171-mobile-ml-runtime
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admin-mrrm deleted branch 171-mobile-ml-runtime 2026-05-03 09:49:21 +02:00
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Document & email archive (Paperless-ngx integration)

  
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