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2306.02307
Cited By

Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference
in Low Resource Settings

Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

4 June 2023

ArXiv (abs)PDF HTML

Papers citing "Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings"

5 / 5 papers shown

Learning to Inference Adaptively for Multimodal Large Language Models

Learning to Inference Adaptively for Multimodal Large Language Models

Khoi Duc Nguyen

Preeti Mukherjee

Somali Chaterji

432

4

0

13 Mar 2025

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning

426

21

0

04 Dec 2024

LLM Inference Unveiled: Survey and Roofline Model Insights

LLM Inference Unveiled: Survey and Roofline Model Insights

Yang Zhou

Zhen Dong

...

Yan Yan

Beidi Chen

629

149

0

26 Feb 2024

Understanding the Training Speedup from Sampling with Approximate Losses

Understanding the Training Speedup from Sampling with Approximate LossesInternational Conference on Machine Learning (ICML), 2024

Parikshit Bansal

191

4

0

10 Feb 2024

Adaptive Inference: Theoretical Limits and Unexplored Opportunities

Adaptive Inference: Theoretical Limits and Unexplored Opportunities

186

1

0

06 Feb 2024

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