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)
License
Apache License V2.0Follow NNCF
Other Useful Business Software
Full-stack observability with actually useful AI | Grafana Cloud
Built on open standards like Prometheus and OpenTelemetry, Grafana Cloud includes Kubernetes Monitoring, Application Observability, Incident Response, plus the AI-powered Grafana Assistant. Get started with our generous free tier today.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of NNCF!