low-rank topic
LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
geotorch
Constrained optimization toolkit for PyTorch
model-compression-and-acceleration-progress
Repository to track the progress in model compression and acceleration
musco-pytorch
MUSCO: MUlti-Stage COmpression of neural networks
DeSCI
Rank Minimization for Snapshot Compressive Imaging (TPAMI'19)
SV-RL
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
flan-alpaca-lora
This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.
Q-GaLore
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.