LinkedIn: LiteRT-LM

Struggling to deploy large language models on mobile and edge devices? LiteRT-LM is Google’s open-source inference framework for edge AI. With 3,300+ stars on GitHub, it’s a production-ready solution. Here is the architecture diagram of the system.

• The runtime engine provides hardware acceleration for CPUs and GPUs.
• The language APIs offer bindings for Kotlin, Python, Rust, and C++.
• The model components handle tokenization, tool use, and constrained decoding.

Find it on GitHub: github.com/google-ai-edge/LiteRT-LM

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