# AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs

**Source**: https://wsai.iitm.ac.in/preprints/aqua-attention-via-query-magnitudes-for-memory-and-compute-efficient-inference-in-llms-30/
**Parent**: https://wsai.iitm.ac.in/preprints/

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## AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs

<https://doi.org/10.48550/arXiv.2509.11155>

Authors

S, Santhosh G
,
Prakash, Saurav
,
Ravindran, Balaraman

Preprint Server

arXiv

Santhosh G S, Saurav Prakash, Balaraman Ravindran, AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs

Preprint link: <https://arxiv.org/abs/2509.11155>