compressionOrg
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Awesome-Efficient-LLM
Awesome-Efficient-LLM PublicForked from horseee/Awesome-Efficient-LLM
A curated list for Efficient Large Language Models
Python 1
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ARA
ARA PublicForked from Pupu792/ARA
Official code for ARA: Adaptive Rank Allocation for Efficient Large Language Model SVD Compression
Python 1
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sparsegpt
sparsegpt PublicForked from IST-DASLab/sparsegpt
Code for the ICML 2023 paper "SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot".
Python
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FLAP
FLAP PublicForked from CASIA-LMC-Lab/FLAP
[AAAI 2024] Fluctuation-based Adaptive Structured Pruning for Large Language Models
Python
Repositories
- Pruner-Zero Public Forked from pprp/Pruner-Zero
[ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
compressionOrg/Pruner-Zero’s past year of commit activity - DSnoT Public Forked from zyxxmu/DSnoT
Official Pytorch Implementation of Our Paper Accepted at ICLR 2024-- Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
compressionOrg/DSnoT’s past year of commit activity - OwLore Public Forked from pixeli99/OWS
Official Pytorch Implementation of "OwLore: Outlier-weighed Layerwise Sampled Low-Rank Projection for Memory-Efficient LLM Fine-tuning" by Pengxiang Li, Lu Yin, Xiaowei Gao, Shiwei Liu
compressionOrg/OwLore’s past year of commit activity - SVD-LLM Public Forked from AIoT-MLSys-Lab/SVD-LLM
Official Code for "SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression"
compressionOrg/SVD-LLM’s past year of commit activity - ASVD4LLM Public Forked from hahnyuan/ASVD4LLM
Activation-aware Singular Value Decomposition for Compressing Large Language Models
compressionOrg/ASVD4LLM’s past year of commit activity - EasyEdit Public Forked from zjunlp/EasyEdit
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
compressionOrg/EasyEdit’s past year of commit activity - CPSVD Public Forked from Pupu792/Duo-SVD
CPSVD: Enhancing Large Language Model Compression via Column-Preserving Singular Value Decomposition
compressionOrg/CPSVD’s past year of commit activity - ARA Public Forked from Pupu792/ARA
Official code for ARA: Adaptive Rank Allocation for Efficient Large Language Model SVD Compression
compressionOrg/ARA’s past year of commit activity - Dobi-SVD Public Forked from wangqinsi1/Dobi-SVD
Official code implementation for 2025 ICLR accepted paper "Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
compressionOrg/Dobi-SVD’s past year of commit activity - adaptive-rank-selection-svd Public Forked from sidhantls/adaptive-rank-selection-svd
Implementation of Adaptive Rank Selections for Low-Rank Approximation of Language Models
compressionOrg/adaptive-rank-selection-svd’s past year of commit activity
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