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LLM in a flash: Efficient Large Language Model Inference with Limited Memory

LLM in a flash: Efficient Large Language Model Inference with Limited Memory
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Mehrdad Farajtabar , Dmitry Belenko , Lailin Chen , Matt Johnson , Qichen Fu , Vu Li , Karen Khatamifard , Mohammad Samragh , Mohammad Rastegari , Moin Nabi , Aftab Munshi , Itay Sagron , Dominic Giampaolo , Lin Chang , Mahyar Najibi , Taal Uliel , Keivan Alizadeh , Iman Mirzadeh , Sachin Mehta , Minsik Cho , Forward Network , Feedforward Network , Energy Constraints , Forward Networks Ffns , Large Language Model Inference , Primary Author ,

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How Does Light Pollution Affect Birds?

Artificial light at night (ALAN) has become a worldwide concern, with the American Medical Association declaring it a form of pollution. Birds’ daily physiology and behavior are disrupted by ALAN exposure, and nighttime melatonin synthesis is suppressed. This article will summarize a recent study pu ....

United States , Laura Thomson , Robin Erithacus , Blackbird Turdus , Wang Liqiang Shutterstock , Robins Turdus , Nicoelnino Shutterstock , Practice Research Clinical Endocrinology Metabolism , Philosophical Transactions Of The Royal Society , Journal Of Pineal Research , Audubon Society , Fatal Light Awareness Program , Chronobiology International , Behavioural Brain Research , National Toxicology Program , Proceedings Of The Royal Society , Lights Out Program , American Medical Association , Microbiological Research , International Journal Of Molecular Sciences , Wader Study Group Bull , Neuroscience Research , House Crows , Zebra Finches , Great Tits , Australian Magpies ,