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jegly / OfflineLLM

Private on-device AI chat for Android - runs any GGUF model locally via llama.cpp with ARM-optimised SIMD. Zero network permissions, encrypted settings, biometric lock, tamper detection. + GPU Acceleration - PQC ML-DSA-87 signed releases

Why this job: topics: llamacpp, local-llm, local-ai, on-device-ai, edge-ai, llama.cpp, gguf

What it does

  • 100% Offline. no INTERNET permission in the manifest, cannot phone home
  • On-Device Inference. GGUF models via llama.cpp; runtime CPU dispatch picks the best kernel set (dotprod / fp16 / i8mm / SVE) for your exact SoC
  • GPU Acceleration (Vulkan). opt-in toggle in Settings with per-layer offload control and automatic CPU fallback; detects and names your GPU
  • Fast Multi-Turn Chat. incremental prompt processing: each turn feeds only the new message into the KV cache instead of re-processing the whole conversation
  • Performance Controls. CPU thread count, prompt-phase threading across all cores, memory-mapped loading, RAM lock, experimental quantized KV cache

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit yesterday
Stars
286
+10 this week
Licence
Custom
Read before business use
Downloads for
None listed
No release files
Latest version
v5.1.4
Released 10 days ago
Built with
Kotlin
87% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
100% closed
0 still open
Pull requests
19 merged
1 waiting
Releases
11
11 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: languages, topics and project record

Languages

  • Kotlin 87%
  • C++ 12%
  • CMake 1%

Topics

  • android
  • android-llm
  • edge-ai
  • llm
  • local-llm
  • on-device-ai
  • private-ai-assistant
  • local-llm-android
  • offlinellm
  • android-ai-app
  • private-local-ai
  • android-ai

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits133
  • Forks28
  • Watching5
  • Stars in 28 days+28
  • CreatedApr 4, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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