pruning

5 projects share this GitHub topic

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🧬 Members

Torch-Pruning

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

★ 3.3k

neural-compressor

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

★ 2.7k

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

★ 1.8k

MindPipe

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

★ 1k

LightCompress

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

★ 743

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