Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
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Updated
May 2, 2024 - Python
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
Constrained optimization toolkit for PyTorch
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
Python code and data for "Deep Unrolled Low-Rank Tensor Completion for High Dynamic Range Imaging"
Bayesian Optimization-Based Global Optimal Rank Selection for Compression of Convolutional Neural Networks, IEEE Access
Lowrankdensity
Voice Music Separation competing for 6th Huawei Cup in ZJU
Demo code for CVPR2023 paper "Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers"
Sparse and Low-Rank Paradigm Free Mapping.
Official repository for the ICASSP 2024 paper 'Learning a Low-Rank Feature Representation: Achieving Better Trade-Off between Stability and Plasticity in Continual Learning'.
Implementation of the channel estimator based on Mixture of Factor Analyzers (MFA).
Python code for "Deep Unfolding Tensor Rank Minimization with Generalized Detail Injection for Pansharpening"
Python code and data for "Attention-Guided Low-Rank Tensor Completion"
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