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Model Minification: A Taylor-Ridge Framework for Structured Compression

open access: yes
As Large Language Models (LLMs) scale, the deployment cost on commodity hardware becomes prohibitive. While unstructured pruning offers theoretical compression, it often requires specialized kernels to realize speedups. We propose a robust Structured Minification framework that physically reduces the intermediate dimensions of Transformer MLPs ...
openaire   +3 more sources

Boundary extension during naturalistic viewing. [PDF]

open access: yesJ Vis
Pullinen A   +3 more
europepmc   +1 more source

The Impact of Myopia on Regional Visual Field Loss and Progression in Glaucoma. [PDF]

open access: yesTransl Vis Sci Technol
Lokhande A   +14 more
europepmc   +1 more source

Multi-periscopic prism device for field expansion. [PDF]

open access: yesBiomed Opt Express, 2020
Peli E   +4 more
europepmc   +1 more source

Evaluation of an Augmented-Reality Head-Mounted Display Among Patients With Glaucomatous Tunnel Vision. [PDF]

open access: yesTransl Vis Sci Technol
Huang H   +10 more
europepmc   +1 more source

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