pruning

9 projects share this GitHub topic

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🧬 Members

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://g…

[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression…

AIMET is a library that provides advanced quantization and compression techniques for trained neural network…

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

Neural Network Compression Framework for enhanced OpenVINO™ inference

A powerful model compression framework for LLMs and LVLMs, adapted for NVIDIA GPUs and Huawei Ascend NPUs.

[EMNLP 2024 & AAAI 2026] A powerful toolkit for compressing large models including LLMs, VLMs, and video…

🔗 Related families

quantization 51 compression 22 sparsity 4 bert 82 model-compression 19 deployment 25 cnn 54 diffusion 80

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