google-ai-edge/litert-samples

** 官方样本应用、端到端模型转换配方、模型基准、以及用于设备上ML & GenAI的AI编码代理技能。 **

-FFD21E? 风格=- 为- 为- 为- 为- 为- 为- 为- 为- 为- 为- 为-

• 生态系统 • 拥抱相机 • 快速启动(1至5级)

• 样本应用程序 • 示范食谱 • 特工技能 QQ Repo 地图

– – . . .

欢迎收看 ** [T0] ** — 中央开发商中枢. *LiteRT(Google的高性能,跨平台,生产证明在设备上的推论,为全球的Google和3P应用提供动力,后继TensorFlow Lite)和 *LiteRT-LM (Google用于与LiteRT一起运行LLMs的专用管弦系统,解锁了最大性能和效率).

无论是在 30 秒 ** 内在浏览器中尝试一个模型, ** 从 Hugging Face [ [T1]] 中将一个预转换的模型丢入一个移动/桌面/web app**, 或 ** 转换, 量化, 验证, 并以 CPU, GPU, 和 NPU ** 为基准, 此寄存器将您从第一次运行到生产部署 。

– – . . .

########什么是新来

---

Welcome to litert-samples — the central developer hub for

• LiteRT (Google’s high-performance, cross-platform, production-proven on-device inference, powering Google and 3P applications globally, succeeding TensorFlow Lite) and
• LiteRT-LM (Google’s specialized orchestration layer for running LLMs with LiteRT, unlocking maximum performance and efficiency).

Whether you want to try a model in your browser in 30 seconds, drop a pre-converted model from Hugging Face litert-community into a mobile/desktop/web app, or convert, quantize, verify, and benchmark a new checkpoint on CPU, GPU, and NPU, this repository takes you from first run to production deployment.

---

🔥 What’s New

• 🦋 Cross-Platform Flutter & Intel NPU Showcases: Added a full multimodal Flutter app (samples/litert/flutter/) running voice chat, live camera detection, RAG, and agent skills across Android, iOS, macOS, Linux, Raspberry Pi 5, Jetson Orin, and Qualcomm VENTUNO Q — plus a 3-act Intel Core Ultra NPU showcase (samples/litert/flutter_intel_npu/) running Gemma 4 across CPU, GPU, and NPU.