LoRA Meets Dropout under a Unified Framework
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Sheng, Chen, Liheng, Jiang, Jiyue, Xue, Boyang, Kong, Lingpeng, Wu, Chuan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
por: Wang, Sheng, et al.
Publicado: (2024)
por: Wang, Sheng, et al.
Publicado: (2024)
DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
por: Deng, Guanzhi, et al.
Publicado: (2026)
por: Deng, Guanzhi, et al.
Publicado: (2026)
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting
por: Jiang, Jiyue, et al.
Publicado: (2024)
por: Jiang, Jiyue, et al.
Publicado: (2024)
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
por: Xiao, Yicheng, et al.
Publicado: (2025)
por: Xiao, Yicheng, et al.
Publicado: (2025)
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
por: Vulić, Ivan, et al.
Publicado: (2026)
por: Vulić, Ivan, et al.
Publicado: (2026)
A Note on LoRA
por: Fomenko, Vlad, et al.
Publicado: (2024)
por: Fomenko, Vlad, et al.
Publicado: (2024)
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
por: Lee, Seungeon, et al.
Publicado: (2025)
por: Lee, Seungeon, et al.
Publicado: (2025)
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
por: Ran, Delong, et al.
Publicado: (2025)
por: Ran, Delong, et al.
Publicado: (2025)
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
por: Tian, Chunlin, et al.
Publicado: (2024)
por: Tian, Chunlin, et al.
Publicado: (2024)
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
por: Yen, Jui-Nan, et al.
Publicado: (2024)
por: Yen, Jui-Nan, et al.
Publicado: (2024)
A Lightweight Framework for Trigger-Guided LoRA-Based Self-Adaptation in LLMs
por: Wei, Jiacheng, et al.
Publicado: (2025)
por: Wei, Jiacheng, et al.
Publicado: (2025)
In-Context Meta LoRA Generation
por: Shao, Yihua, et al.
Publicado: (2025)
por: Shao, Yihua, et al.
Publicado: (2025)
SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
por: Shi, Boyan, et al.
Publicado: (2026)
por: Shi, Boyan, et al.
Publicado: (2026)
Higher Layers Need More LoRA Experts
por: Gao, Chongyang, et al.
Publicado: (2024)
por: Gao, Chongyang, et al.
Publicado: (2024)
KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation
por: Azimi, Rambod, et al.
Publicado: (2024)
por: Azimi, Rambod, et al.
Publicado: (2024)
Doc-to-LoRA: Learning to Instantly Internalize Contexts
por: Charakorn, Rujikorn, et al.
Publicado: (2026)
por: Charakorn, Rujikorn, et al.
Publicado: (2026)
LoraMap: Harnessing the Power of LoRA Connections
por: Park, Hyeryun, et al.
Publicado: (2024)
por: Park, Hyeryun, et al.
Publicado: (2024)
Improving LoRA with Variational Learning
por: Cong, Bai, et al.
Publicado: (2025)
por: Cong, Bai, et al.
Publicado: (2025)
ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs
por: Chen, Xunlei, et al.
Publicado: (2026)
por: Chen, Xunlei, et al.
Publicado: (2026)
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts
por: Li, Dengchun, et al.
Publicado: (2024)
por: Li, Dengchun, et al.
Publicado: (2024)
Chinese Essay Rhetoric Recognition Using LoRA, In-context Learning and Model Ensemble
por: Lai, Yuxuan, et al.
Publicado: (2026)
por: Lai, Yuxuan, et al.
Publicado: (2026)
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models
por: Zhang, Yuxuan, et al.
Publicado: (2024)
por: Zhang, Yuxuan, et al.
Publicado: (2024)
Align, Don't Divide: Revisiting the LoRA Architecture in Multi-Task Learning
por: Liu, Jinda, et al.
Publicado: (2025)
por: Liu, Jinda, et al.
Publicado: (2025)
HypeLoRA: Hyper-Network-Generated LoRA Adapters for Calibrated Language Model Fine-Tuning
por: Trojan, Bartosz, et al.
Publicado: (2026)
por: Trojan, Bartosz, et al.
Publicado: (2026)
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA
por: Baqar, Mohammad, et al.
Publicado: (2025)
por: Baqar, Mohammad, et al.
Publicado: (2025)
Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering
por: Zhao, Ziyu, et al.
Publicado: (2024)
por: Zhao, Ziyu, et al.
Publicado: (2024)
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models
por: Jiang, Jiyue, et al.
Publicado: (2024)
por: Jiang, Jiyue, et al.
Publicado: (2024)
The Impact of Initialization on LoRA Finetuning Dynamics
por: Hayou, Soufiane, et al.
Publicado: (2024)
por: Hayou, Soufiane, et al.
Publicado: (2024)
LoRA Learns Less and Forgets Less
por: Biderman, Dan, et al.
Publicado: (2024)
por: Biderman, Dan, et al.
Publicado: (2024)
LoRA Is Slower Than You Think
por: Ko, Seokmin
Publicado: (2025)
por: Ko, Seokmin
Publicado: (2025)
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
por: Liu, Hongyi, et al.
Publicado: (2024)
por: Liu, Hongyi, et al.
Publicado: (2024)
Evolutionary Negative Module Pruning for Better LoRA Merging
por: Cao, Anda, et al.
Publicado: (2026)
por: Cao, Anda, et al.
Publicado: (2026)
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
por: Yang, Shu, et al.
Publicado: (2024)
por: Yang, Shu, et al.
Publicado: (2024)
Tina: Tiny Reasoning Models via LoRA
por: Wang, Shangshang, et al.
Publicado: (2025)
por: Wang, Shangshang, et al.
Publicado: (2025)
LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
por: Wang, Zhengbo, et al.
Publicado: (2024)
por: Wang, Zhengbo, et al.
Publicado: (2024)
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA
por: Li, Jiaang, et al.
Publicado: (2024)
por: Li, Jiaang, et al.
Publicado: (2024)
DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models
por: Kong, Kaichuan, et al.
Publicado: (2025)
por: Kong, Kaichuan, et al.
Publicado: (2025)
A Survey on LoRA of Large Language Models
por: Mao, Yuren, et al.
Publicado: (2024)
por: Mao, Yuren, et al.
Publicado: (2024)
Multi-LoRA Composition for Image Generation
por: Zhong, Ming, et al.
Publicado: (2024)
por: Zhong, Ming, et al.
Publicado: (2024)
SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass
por: Liu, Yewei, et al.
Publicado: (2026)
por: Liu, Yewei, et al.
Publicado: (2026)
Ejemplares similares
-
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA
por: Wang, Sheng, et al.
Publicado: (2024) -
DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
por: Deng, Guanzhi, et al.
Publicado: (2026) -
Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting
por: Jiang, Jiyue, et al.
Publicado: (2024) -
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
por: Xiao, Yicheng, et al.
Publicado: (2025) -
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
por: Vulić, Ivan, et al.
Publicado: (2026)