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Blazing fast on-device GenAI with LiteRT-LM

Blog post from Google Cloud

Post Details
Company
Date Published
Author
Tenghui Zhu, Yu-hui Chen, and Ram Iyengar
Word Count
1,502
Company Posts That Month
16
Language
English
Hacker News Points
-
Post removed?
No
Summary

Google AI Edge's LiteRT-LM offers a highly optimized experience for deploying the Gemma 4 model across platforms, leveraging the LiteRT framework for inference. This engine supports advanced AI functionalities in various Google products, such as Chrome, ChromeOS, and Pixel Watch, as well as the Google AI Edge Gallery app. LiteRT-LM enhances performance through features like Multi-Token Prediction (MTP) and advanced session management, enabling efficient memory utilization and high-speed decoding across CPU, GPU, and NPU backends. The platform supports complex task execution with Thinking Mode and constrained decoding, and is designed for cross-platform development with APIs for Android, iOS, and web applications. With its comprehensive integration, LiteRT-LM promises to advance the development of privacy-focused, low-latency applications on edge devices.

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