SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

30 May 2024

Gautham Krishna Gudur

Alexandros G. Dimakis

Aleksandar Bojchevski

Sujay Sanghavi

Papers citing "SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors"

4 / 4 papers shown

Title
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations Krishna Sri Ipsit Mantri Carola-Bibiane Schönlieb Bruno Ribeiro Chaim Baskin Moshe Eliasof 43 0 0 09 Feb 2025
RandLoRA: Full-rank parameter-efficient fine-tuning of large models Paul Albert Frederic Z. Zhang Hemanth Saratchandran Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad 108 1 0 03 Feb 2025
Gemma: Open Models Based on Gemini Research and Technology Gemma Team Gemma Team Thomas Mesnard Cassidy Hardin Robert Dadashi Surya Bhupatiraju ... Armand Joulin Noah Fiedel Evan Senter Alek Andreev Kathleen Kenealy VLM LLMAG 131 434 0 13 Mar 2024
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 205 3,513 0 10 Jun 2015