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You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
25 January 2025
Ayan Sengupta
Siddhant Chaudhary
Tanmoy Chakraborty
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Papers citing
"You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning"
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Title
Position: Enough of Scaling LLMs! Lets Focus on Downscaling
Ayan Sengupta
Yash Goel
Tanmoy Chakraborty
41
0
0
02 May 2025
Efficient LLMs with AMP: Attention Heads and MLP Pruning
Leandro Giusti Mugnaini
Bruno Yamamoto
Lucas Lauton de Alcantara
Victor Zacarias
Edson Bollis
Lucas Pellicer
A. H. R. Costa
Artur Jordao
47
0
0
29 Apr 2025
Compression Laws for Large Language Models
Ayan Sengupta
Siddhant Chaudhary
Tanmoy Chakraborty
31
0
0
06 Apr 2025
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