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A production-ready framework featuring learnable gates for automated model pruning, achieving 90%+ compression. Supports MobileNetV3, ResNet-18, EfficientNet-B0 with Streamlit dashboard, ONNX export, Docker deployment, and CI/CD. Ideal for AI optimization research and deployment.