microsoft/LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Language: Python - Size: 33.3 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 11,993 - Forks: 760

ByteDance-Seed/ShadowKV

[ICML 2025 Spotlight] ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

Language: Python - Size: 20.5 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 184 - Forks: 12

abdelfattah-lab/xKV

xKV: Cross-Layer SVD for KV-Cache Compression

Language: Python - Size: 30.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 24 - Forks: 1

VITA-Group/Q-GaLore

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

Language: Python - Size: 343 KB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 199 - Forks: 17

musco-ai/musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

Language: Jupyter Notebook - Size: 681 KB - Last synced at: 13 days ago - Pushed at: over 4 years ago - Stars: 72 - Forks: 16

lezcano/geotorch

Constrained optimization toolkit for PyTorch

Language: Python - Size: 6.33 MB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 678 - Forks: 34

YangLabHKUST/mfair

mfair: Matrix Factorization with Auxiliary Information in R

Language: R - Size: 41.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 8 - Forks: 1

mtntruong/AGTC

Python code and data for "Attention-Guided Low-Rank Tensor Completion"

Language: Python - Size: 163 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 1

mtntruong/LRT-HDR

Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging"

Language: MATLAB - Size: 66.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 14 - Forks: 6

mtntruong/UTeRM

Python code for "Deep Unfolding Tensor Rank Minimization with Generalized Detail Injection for Pansharpening"

Language: MATLAB - Size: 91.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

april-tools/colorai

Website for the AAAI'25 Workshop on "Connectin Low-Rank Representations in AI"

Language: SCSS - Size: 1.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

juliagusak/model-compression-and-acceleration-progress

Repository to track the progress in model compression and acceleration

Size: 110 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 20

ossef/XBorne-2017

XBorne tool, a software tool for the probabilistic modeling with Markov chains, 2017.

Language: C - Size: 2.3 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

hi-paris/Lowrankdensity

Lowrankdensity

Language: Python - Size: 716 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 3

RodniO/Projective-volume-low-rank

Fast algorithms for volume-based CUR low-rank approximation and their application to nonnegative matrix approximation and matrix completion problems.

Language: Fortran - Size: 219 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 1

Paradigm-Free-Mapping/splora

Sparse and Low-Rank Paradigm Free Mapping.

Language: Python - Size: 132 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 1

benediktfesl/MFA_estimator

Implementation of the channel estimator based on Mixture of Factor Analyzers (MFA).

Language: Python - Size: 8.79 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

jhlinplus/high_dim_favar_estimation

Regularized estimation of high-dimensional FAVAR models

Language: R - Size: 244 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 6

Dacaidi/LRFR

Official repository for the ICASSP 2024 paper 'Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning'.

Language: Python - Size: 61.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

DEVANSH-DVJ/Video-denoising

Video Denoising using Low Rank Matrix completion

Language: MATLAB - Size: 142 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0

ecrc/hicmapp

Hierarchical Computations on Manycore Architectures

Language: C++ - Size: 139 KB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

liuyang12/DeSCI

Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)

Language: MATLAB - Size: 53.5 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 75 - Forks: 34

hvn2/DIP-SLR

Codes for the paper "Deep sparse and low-rank for HSI denoising" in Proceeding of IGARSS 2022, Kuala Lumpur.

Language: Jupyter Notebook - Size: 102 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

lim142857/Sparsifiner

Official Codebase for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"

Language: Python - Size: 46.9 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

Reason-Wang/flan-alpaca-lora

This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.

Language: Python - Size: 6.71 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 3

quanyumath/WTTC

Nonconvex Optimization for Third Order Tensor Completion Under Wavelet Transform

Language: MATLAB - Size: 2.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

YyzHarry/SV-RL

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Language: Python - Size: 1.47 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 31 - Forks: 6

tata1661/NNFN-WWW21

Codes for "A Scalable, Adaptive and Sound Nonconvex Regularizer for Low-rank Matrix Learning (WWW 2021)".

Size: 0 Bytes - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

iamhankai/voiceMusicSeparation

Voice Music Separation competing for 6th Huawei Cup in ZJU

Language: Python - Size: 5.46 MB - Last synced at: about 2 months ago - Pushed at: almost 10 years ago - Stars: 11 - Forks: 3

ecrc/hcorepp

C++ API for the BLAS of Tile Low-rank Matrix Algebra

Language: C++ - Size: 1.05 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

slimgroup/RCAM.jl

Language: Julia - Size: 3.71 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0