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SineLoRA$Δ$: Sine-Activated Delta Compression

v1v2 (latest)

SineLoRA $Δ$ : Sine-Activated Delta Compression

28 May 2025

Hemanth Saratchandran

ArXiv (abs)PDF HTML Github (38★)

Papers citing "SineLoRA$Δ$: Sine-Activated Delta Compression"

3 / 3 papers shown

SpinQuant: LLM quantization with learned rotations

SpinQuant: LLM quantization with learned rotationsInternational Conference on Learning Representations (ICLR), 2024

Changsheng Zhao

Dhruv Choudhary

Raghuraman Krishnamoorthi

Tijmen Blankevoort

601

234

0

21 Feb 2025

RandLoRA: Full-rank parameter-efficient fine-tuning of large models

RandLoRA: Full-rank parameter-efficient fine-tuning of large modelsInternational Conference on Learning Representations (ICLR), 2025

Frederic Z. Zhang

Hemanth Saratchandran

Cristian Rodriguez-Opazo

Anton van den Hengel

Ehsan Abbasnejad

564

17

0

03 Feb 2025

Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead

Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead

Rickard Brüel-Gabrielsson

Kristjan Greenewald

Mikhail Yurochkin

723

18

0

17 Jun 2024