RunAnywhere: On-Device LLM SDK with Intelligent Cloud Routing for Mobile
By
Sanchit Monga
Crispy enough to crunch, soft enough to enjoy. A good bake.
Summary
RunAnywhere is a mobile SDK and control plane that enables on-device LLM execution with intelligent cloud fallback routing. Built by former AWS/Microsoft engineers, it supports multiple model formats (GGUF/ONNX/CoreML/MLX) on iOS and Android, using a policy engine to decide per-request whether to run locally or route to the cloud based on privacy, cost, and performance needs. The platform offers real-time cost tracking, near-instant latency, and privacy preservation without requiring app updates.
Key quotes
· 3 pulledRunAnywhere is an SDK + control plane that makes on-device LLMs production-ready.
One API runs models locally (GGUF/ONNX/CoreML/MLX) and a policy engine decides, per request, whether to stay on device or route to cloud.
The only on-device AI platform that intelligently routes LLM requests, tracks costs in real-time, provides near-instant latency, and maintains privacy.
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