Saved in:
| Main Authors: | Moar, Chakshu, Tahmasebi, Faraz, Pellauer, Michael, Kwon, Hyoukjun |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2405.06626 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
D-com: Accelerating Iterative Processing to Enable Low-rank Decomposition of Activations
by: Tahmasebi, Faraz, et al.
Published: (2025)
by: Tahmasebi, Faraz, et al.
Published: (2025)
Exploring Accuracy-Fairness Trade-off in Large Language Models
by: Zhang, Qingquan, et al.
Published: (2024)
by: Zhang, Qingquan, et al.
Published: (2024)
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
by: Guo, Han, et al.
Published: (2023)
by: Guo, Han, et al.
Published: (2023)
Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements
by: Terragni, Silvia, et al.
Published: (2024)
by: Terragni, Silvia, et al.
Published: (2024)
Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses
by: Liu, Yongfan, et al.
Published: (2024)
by: Liu, Yongfan, et al.
Published: (2024)
Architectural Trade-offs in Small Language Models Under Compute Constraints
by: Bhatti, Shivraj Singh
Published: (2025)
by: Bhatti, Shivraj Singh
Published: (2025)
Demystifying Language Model Forgetting with Low-rank Example Associations
by: Jin, Xisen, et al.
Published: (2024)
by: Jin, Xisen, et al.
Published: (2024)
Understanding the Quality-Diversity Trade-off in Diffusion Language Models
by: Buzzard, Zak
Published: (2025)
by: Buzzard, Zak
Published: (2025)
Optimizing Humor Generation in Large Language Models: Temperature Configurations and Architectural Trade-offs
by: Evstafev, Evgenii
Published: (2025)
by: Evstafev, Evgenii
Published: (2025)
Brainformers: Trading Simplicity for Efficiency
by: Zhou, Yanqi, et al.
Published: (2023)
by: Zhou, Yanqi, et al.
Published: (2023)
Emissions and Performance Trade-off Between Small and Large Language Models
by: Garg, Anandita, et al.
Published: (2025)
by: Garg, Anandita, et al.
Published: (2025)
Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations
by: Xie, Zhihui, et al.
Published: (2024)
by: Xie, Zhihui, et al.
Published: (2024)
Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models
by: Chen, Pin-Yu, et al.
Published: (2025)
by: Chen, Pin-Yu, et al.
Published: (2025)
GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs
by: Wang, Yue, et al.
Published: (2025)
by: Wang, Yue, et al.
Published: (2025)
The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs
by: Nawrot, Piotr, et al.
Published: (2025)
by: Nawrot, Piotr, et al.
Published: (2025)
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
by: Jiang, Zhengping, et al.
Published: (2025)
by: Jiang, Zhengping, et al.
Published: (2025)
Characterizing State Space Model and Hybrid Language Model Performance with Long Context
by: Mitra, Saptarshi, et al.
Published: (2025)
by: Mitra, Saptarshi, et al.
Published: (2025)
Better To Ask in English? Evaluating Factual Accuracy of Multilingual LLMs in English and Low-Resource Languages
by: Rohera, Pritika, et al.
Published: (2025)
by: Rohera, Pritika, et al.
Published: (2025)
Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications
by: Li, Yang, et al.
Published: (2024)
by: Li, Yang, et al.
Published: (2024)
Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews
by: Atrey, Pranjal, et al.
Published: (2025)
by: Atrey, Pranjal, et al.
Published: (2025)
Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
by: Fonseca, Joao, et al.
Published: (2025)
by: Fonseca, Joao, et al.
Published: (2025)
QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning
by: Rajabzadeh, Hossein, et al.
Published: (2024)
by: Rajabzadeh, Hossein, et al.
Published: (2024)
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
by: Zhao, Yang, et al.
Published: (2026)
by: Zhao, Yang, et al.
Published: (2026)
Low-rank Optimization Trajectories Modeling for LLM RLVR Acceleration
by: Chen, Zhipeng, et al.
Published: (2026)
by: Chen, Zhipeng, et al.
Published: (2026)
Text to Trust: Evaluating Fine-Tuning and LoRA Trade-offs in Language Models for Unfair Terms of Service Detection
by: Juttu, Noshitha Padma Pratyusha, et al.
Published: (2025)
by: Juttu, Noshitha Padma Pratyusha, et al.
Published: (2025)
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence
by: Yang, Yibo, et al.
Published: (2025)
by: Yang, Yibo, et al.
Published: (2025)
Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation
by: Zhang, Biao, et al.
Published: (2025)
by: Zhang, Biao, et al.
Published: (2025)
The Structure-Content Trade-off in Knowledge Graph Retrieval
by: Six, Valentin, et al.
Published: (2025)
by: Six, Valentin, et al.
Published: (2025)
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation
by: Si, Chongjie, et al.
Published: (2025)
by: Si, Chongjie, et al.
Published: (2025)
SCALPEL: Selective Capability Ablation via Low-rank Parameter Editing for Large Language Model Interpretability Analysis
by: Fu, Zihao, et al.
Published: (2026)
by: Fu, Zihao, et al.
Published: (2026)
Detecting and Characterizing Planning in Language Models
by: Nainani, Jatin, et al.
Published: (2025)
by: Nainani, Jatin, et al.
Published: (2025)
$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources
by: Khandelwal, Apoorv, et al.
Published: (2024)
by: Khandelwal, Apoorv, et al.
Published: (2024)
Characterizing and Understanding Energy Footprint and Efficiency of Small Language Model on Edges
by: Islam, Md Romyull, et al.
Published: (2025)
by: Islam, Md Romyull, et al.
Published: (2025)
Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
by: Yang, Seongjun, et al.
Published: (2023)
by: Yang, Seongjun, et al.
Published: (2023)
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
by: Das, Devleena, et al.
Published: (2025)
by: Das, Devleena, et al.
Published: (2025)
FlexiBit: Fully Flexible Precision Bit-parallel Accelerator Architecture for Arbitrary Mixed Precision AI
by: Tahmasebi, Faraz, et al.
Published: (2024)
by: Tahmasebi, Faraz, et al.
Published: (2024)
Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition
by: He, Zhengfu, et al.
Published: (2025)
by: He, Zhengfu, et al.
Published: (2025)
Tackling Length Inflation Without Trade-offs: Group Relative Reward Rescaling for Reinforcement Learning
by: Li, Zichao, et al.
Published: (2026)
by: Li, Zichao, et al.
Published: (2026)
Navigating the Alignment-Calibration Trade-off: A Pareto-Superior Frontier via Model Merging
by: Hu, Tiancheng, et al.
Published: (2025)
by: Hu, Tiancheng, et al.
Published: (2025)
Graph-Based Spectral Decomposition for Parameter Coordination in Language Model Fine-Tuning
by: Zhang, Hanlu, et al.
Published: (2025)
by: Zhang, Hanlu, et al.
Published: (2025)
Similar Items
-
D-com: Accelerating Iterative Processing to Enable Low-rank Decomposition of Activations
by: Tahmasebi, Faraz, et al.
Published: (2025) -
Exploring Accuracy-Fairness Trade-off in Large Language Models
by: Zhang, Qingquan, et al.
Published: (2024) -
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
by: Guo, Han, et al.
Published: (2023) -
Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements
by: Terragni, Silvia, et al.
Published: (2024) -
Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses
by: Liu, Yongfan, et al.
Published: (2024)