// Run models locally
ncnn20260526
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Open source Maintained For developers
IN ONE PARAGRAPH
ncnn is ncnn is a high-performance neural network inference framework optimized for the mobile platform.
Good for: Developers and teams who want to run models locally.
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install ncnnbrew install ncnn - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → onnxruntime ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator ★ 22k mediapipe Cross-platform, customizable ML solutions for live and streaming media. ★ 37k inference Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API. ★ 9.6k kserve Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes ★ 6.1k optimum 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools ★ 3.5k
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