JingyangXiang / SUBPLinks
Pytorch implementation of our paper SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration accepted by NeurIPS 2023.
☆22Updated last year
Alternatives and similar repositories for SUBP
Users that are interested in SUBP are comparing it to the libraries listed below
Sorting:
- [COLM 2025] DFRot: Achieving Outlier-Free and Massive Activation-Free for Rotated LLMs with Refined Rotation; 知乎:https://zhuanlan.zhihu.c…☆28Updated 8 months ago
- [ICLR 2024] Dynamic Neural Response Tuning☆16Updated 2 months ago
- Official code implementation for 2025 ICLR accepted paper "Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"☆49Updated last month
- Pytorch implementation of our paper MaxQ: Multi-Axis Query for N:M Sparsity Network accepted by CVPR 2024.☆37Updated last year
- [ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference☆46Updated last year
- [NeurIPS 2024 Oral🔥] DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs.☆176Updated last year
- [VLDB 2024] Source code for FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data☆11Updated 8 months ago
- The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"