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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

Owner
intel (organization)
Stars
Stars: 2,729
Forks
Forks: 332
Language
Python
License
Apache-2.0
Created
2020
Topics
low-precisionpruningsparsityauto-tuningknowledge-distillationquantizationquantization-aware-trainingpost-training-quantizationsmoothquantlarge-language-models
Tier
RC (2,000 to 4,999 ★) What this tier means
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