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local-ai

LiteRT: Fast Edge AI

Deploy high-performance ML models on edge platforms with LiteRT, for startup founders, with 2.5k+ GitHub stars
advancedโฑ Half a day๐Ÿ’ต Free (self-hosted)
2,508 stars335 forksC++Quality 8/10Updated 6/5/2026100% free ยท open source
What it is

Run ML and GenAI models directly on edge devices with high performance.

What you can make with it

Models that recognize images, understand texts, and predict outcomes, like a self-driving car's sensor system or a health monitor that detects anomalies.

How it helps

With LiteRT, you save processing power and energy by not sending data to the cloud first, making your apps faster and more efficient.

Real use case example

"A founder building a smart home device wants to recognize objects and provide information to users. They write a LiteRT model to interpret camera feeds and integrate it with their system; next, they test and refine it to achieve high accuracy; finally, they deploy the working model on their edge device to start improving user experiences."

If you're new

When you're just starting to work with AI and want a solid foundation in on-device ML and GenAI.

If you're senior

When you need a high-performance edge AI solution that integrates well with existing tech stacks and requires little manual optimization.

Best inside these AI tools
Claude DesktopClaude CodeAny AI Client
Pairs with
Claude DesktopClaude CodeCursorCodex CLI
Why we list it on WorkflowStacks: As Google's open-source framework, LiteRT is widely adopted and offers top-notch performance for edge ML and GenAI tasks.

About this skill

LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization
What's inside โ€” free to inspect
No purchase needed

Read the entire source before you build โ€” unlike paid marketplaces that hide it behind a buy button.

26
top-level files
11
folders
348.4M
repo size
Apache-2.0
license
Key files
configure
configure.py
README.md
File tree
.github/
ci/
cmake_example/
docker_build/
g3doc/
litert/
support/
tensor/
tflite/
third_party/
weight_loader/
.bazeliskrc
.bazelrc
.bazelversion
.clang-tidy
.gitattributes
.gitignore
.gitmodules
android_ndk_env.bzl
BUILD
BUILD.darts_clone
BUILD.sentencepiece
BUILD.tomlplusplus
CODE_OF_CONDUCT.md
Quick Actions
Details
Creator
google-ai-edge
Language
C++
Category
local-ai
Published
9/4/2024

Are you the creator of this tool? Claim your listing โ†’ and earn 85% of every sale.

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