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neural-compressor

neural-compressor

by intel · GitHub

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

# auto-tuning# awq# fp4# gptq
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⭐ Stars
2.7k
🍴 Forks
318
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📜 License
Apache-2.0
Commercial use OK
📅 Created
2020
🔄 Last commit
today
🏷️ Category
auto-tuning
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📈 Star history
2 6842 675
2026-07-072026-07-22
📄 About

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

Frequently asked questions

What is neural-compressor?

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, and ONNX Runtime

Is neural-compressor open source?

neural-compressor is an open-source project. It is released under the Apache-2.0 license.

Is neural-compressor free?

Yes. neural-compressor is free and open source — you can use, modify and self-host it.

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