intel / neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime
intel / neural-compressor
AI-Efficiency / Awesome-Model-Quantization
A curated collection of papers, benchmarks, surveys, and tools for model quantization, covering low-bit networks, LLMs, multimodal and generative models, vector and lattice quantization, and efficient deployment.
openvinotoolkit / nncf
Neural Network Compression Framework for enhanced OpenVINO™ inference
IST-DASLab / disaggregated-quantization
Disaggregated quantization official codebase