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LiteRT

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LiteRT (formerly TensorFlow Lite) is Google's AI Edge runtime for running models on-device across Android, iOS, and embedded targets. LiteRT-LM extends it to run Large Language Models directly on the device, enabling faster, private, offline-capable, and cheaper-to-operate AI experiences.

Key features

Runs ML models and LLMs on-device via the LiteRT-LM stack
Part of the Google AI Edge ecosystem alongside Gemini Nano
Cross-platform: Android, iOS, and embedded hardware
Enables offline, low-latency, privacy-preserving inference

Pros

Removes network dependency for latency-sensitive, private tasks
Lowers operating cost by keeping inference on the device

Cons

On-device models are smaller/less capable than cloud models
LiteRT-LM is in developer preview — APIs may change

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