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From a Lossless (~1 5:1) Compression Algorithm for Llama2 7B Weights to Variable Precision, Variable Range, Compressed Numeric Data Types for CNNs and LLMs

This paper attempts to address and reconcile two different issues: the existence of multiple numerical data formats (such as int8, bfloat16, fp8, etc., often non optimal for the application and not directly compatible with one another) and the necessity to reduce their bandwidth requirements, especially in the case of power hungry and slow DRAM.

Tim dettmersRuslan svirschevskiTim dettimersJarek dukaFuru weiAlexander borzunovShuming maJohn gustafsonVincenzo liguoriZhongyu wangArtix ultrascaleKintex ultrascaleEric winsorBeren millidgeFoundation modelsConnections for efficient neural networks

Alcohol may help flush out arsenic from the body, study finds

Alcohol may help flush out arsenic from the body, study finds
medicalxpress.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from medicalxpress.com Daily Mail and Mail on Sunday newspapers.

Hongbo liZhongyu wangEnvironment health

Nominees Announced for 43rd College Television Awards

Nominees Announced for 43rd College Television Awards

Chapman universityUnited statesSam millsAmerican film instituteUniversity of floridaUniversity of miamiFlorida state universityNorth hollywoodUniversity of southern californiaAbbey letiziaJane sparangoAbigail dickinsonCarter halvorsenChristina parisiMeghan truaxGwynie bahr

Intel Preparing APX PPX Support For GCC: Push-Pop Acceleration

Earlier this week Intel compiler engineers posted patches enabling Intel APX NDD support for the GCC compiler as the 'New Data Destination' feature of the Advanced Performance Extensions

Zhongyu wangFast store forwarding predictorShow your supportAdvanced performancePush pop accelerationAdvanced performance extensionsInux hardware reviewsInux hardware benchmarksInux server benchmarksInux benchmarkingEsktop linuxInux performancePen source graphicsInux how toBuntu benchmarksBuntu hardware

Elevai Labs Seeks Micro-IPO Despite Little Revenue (Pending:ELAB)

Elevai Labs Seeks Micro-IPO Despite Little Revenue (Pending:ELAB)
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Grand viewRepublic ofZhongyu wangView researchElevai labs incA quick take on elevai labs incZo skin healthQuick take on elevai labsCalifornia based elevai labsHatem abou sayedEnded juneGrand view researchCare products marketGlossary of terms