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Tool profile

intel/neural-compressor

stable

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

auto-tuningawqfp4gptqint4int8knowledge-distillationlarge-language-models
Velocity score
0.62/ 10
[STARS]
2.6k
[FORKS]
304
[CONTRIBUTORS]
144
[LAST_COMMIT]
3d ago
OPEN_ON_GITHUB
Velocity class: stable
30-day stars
0.62/ 10 score
last 36d
[SIGNAL_TRACE / 36_PT]
Score breakdown
742/ 1000
on-device · intel/neural-compressor
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
906
[INSTALL_VEL]
500
[ACTIVITY]
592
[COMMUNITY_SIGNAL]
1000

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

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