pilancilab / Riemannian_Preconditioned_LoRA
source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"
☆24Updated 10 months ago
Alternatives and similar repositories for Riemannian_Preconditioned_LoRA:
Users that are interested in Riemannian_Preconditioned_LoRA are comparing it to the libraries listed below
- Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation (ICML'24 Oral)☆14Updated 9 months ago
- Source code of "What can linearized neural networks actually say about generalization?☆20Updated 3 years ago
- SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)☆30Updated 5 months ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- Deep Learning & Information Bottleneck☆60Updated last year
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- This is the official implementation of the ICML 2023 paper - Can Forward Gradient Match Backpropagation ?☆12Updated last year
- [ICLR2023] NTK-SAP: Improving neural network pruning by aligning training dynamics☆18Updated last year
- ☆67Updated 4 months ago
- ☆18Updated last month
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- Visualization of mean field and neural tangent kernel regime☆20Updated 9 months ago
- ☆18Updated 9 months ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆22Updated last year
- ☆35Updated 2 years ago
- ☆30Updated 9 months ago
- This is the project for IRM methods☆12Updated 3 years ago
- This repository includes code to reproduce the tables in "Loss Landscapes are All You Need: Neural Network Generalization Can Be Explaine…☆36Updated 2 years ago
- ☆34Updated last year
- Bayesian Low-Rank Adaptation for Large Language Models☆31Updated 10 months ago
- Pytorch code for experiments on Linear Transformers☆20Updated last year
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆56Updated 2 years ago
- Official repository of the "Transformer Fusion with Optimal Transport" paper, published as a conference paper at ICLR 2024.☆27Updated last year
- ☆27Updated 2 years ago
- ☆13Updated 8 months ago
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆61Updated last year
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆36Updated last year
- ☆17Updated 2 years ago
- ☆16Updated last year
- ☆31Updated last year