NNCF (Neural Network Compression Framework) is an optimization toolkit for deep learning models, designed to apply quantization, pruning, and other techniques to improve inference efficiency.

Features

  • Supports quantization and pruning for model compression
  • Open-source and customizable for AI model optimization
  • Works with TensorFlow, PyTorch, and OpenVINO frameworks
  • Reduces model size while maintaining accuracy
  • Enables mixed precision training for optimized performance
  • Compatible with hardware acceleration (Intel CPUs, GPUs, and VPUs)

Project Samples

Project Activity

See All Activity >

License

Apache License V2.0

Follow NNCF

NNCF Web Site

Other Useful Business Software
Build Agents and Models on One Platform Icon
Build Agents and Models on One Platform

Everything you need to build production-ready agents and models. Access 200+ Google and third-party AI models and tools.

Gemini Enterprise Agent Platform is Google Cloud's comprehensive platform for developers to build, scale, govern, and optimize agents and models. Choose from Google's most advanced models and third-party models like Anthropic's Claude Model Family.
Start Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of NNCF!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Frameworks, Python Natural Language Processing (NLP) Tool, Python LLM Inference Tool

Registered

2025-01-24