TensorFlow Lite for LLM

Why it matters

TFLite enables mobile LLM. Understanding shapes mobile deployment.

The architecture

Convert to TFLite format.

GPU / NNAPI / CoreML delegates.

MediaPipe LLM Inference API wraps.

How it works end to end

MediaPipe LLM Inference: Android + iOS + web.

Gemma + Phi supported.

KV cache + quantization.