Výsledky vyhledávání - "A. A. Belenko"

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Duo-LLM: A Framework for Studying Adaptive Computation in Large Language Models

Autor: Alizadeh, Keivan, Mirzadeh, Iman, Shahrokhi, Hooman, Belenko, Dmitry, Sun, Frank, Cho, Minsik, Sekhavat, Mohammad Hossein, Nabi, Moin, Farajtabar, Mehrdad

Large Language Models (LLMs) typically generate outputs token by token using a fixed compute budget, leading to inefficient resource utilization. To address this shortcoming, recent advancements in mixture of expert (MoE) models, speculative decoding

Externí odkaz: http://arxiv.org/abs/2410.10846

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OpenELM: An Efficient Language Model Family with Open Training and Inference Framework

Autor: Mehta, Sachin, Sekhavat, Mohammad Hossein, Cao, Qingqing, Horton, Maxwell, Jin, Yanzi, Sun, Chenfan, Mirzadeh, Iman, Najibi, Mahyar, Belenko, Dmitry, Zatloukal, Peter, Rastegari, Mohammad

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we releas

Externí odkaz: http://arxiv.org/abs/2404.14619

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

Autor: Alizadeh, Keivan, Mirzadeh, Iman, Belenko, Dmitry, Khatamifard, Karen, Cho, Minsik, Del Mundo, Carlo C, Rastegari, Mohammad, Farajtabar, Mehrdad

Large language models (LLMs) are central to modern natural language processing, delivering exceptional performance in various tasks. However, their substantial computational and memory requirements present challenges, especially for devices with limi

Externí odkaz: http://arxiv.org/abs/2312.11514

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Video Recording

Steven Belenko Discusses Drug Treatment & the Criminal Justice Process

Externí odkaz: https://sk.sagepub.com/video/steven-belenko-discusses-drug-treatment-and-the-criminal-justice-process

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Akademický článek

NOVOSIBIRSK RURAL NEWSPAPERS ON VARIOUS MEDIA PLATFORMS

Autor: Viktoria Е. Belenko

Publikováno v: Izvestiâ Ûžnogo Federalʹnogo Universiteta: Filologičeskie Nauki, Vol 27, Iss 3, Pp 168-177 (2024)

The article shows how the newspapers of the municipal districts of the Novosibirsk region are represented in social networks. The relevance of the stated topic is due to the fact that expanding interaction with social networks is one of the main feat

Externí odkaz: https://doaj.org/article/c4bcbf3e9ad14948bfedf2550d87aac3

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Akademický článek

Linkage facilitation for opioid use disorder in criminal legal system contexts: a primer for researchers, clinicians, and legal practitioners

Autor: Milan F. Satcher, Steven Belenko, Anthony Coetzer-Liversage, Khirsten J. Wilson, Michael R. McCart, Tess K. Drazdowski, Amanda Fallin-Bennett, Nickolas Zaller, Alysse M. Schultheis, Aaron Hogue, Noel Vest, Ashli J. Sheidow, Brandon del Pozo, Dennis P. Watson, Patrick F. Hibbard, Randy Stevens, L. A. R. Stein

Publikováno v: Health & Justice, Vol 12, Iss 1, Pp 1-26 (2024)

Abstract At the intersection of drug policy, the opioid crisis, and fragmented care systems, persons with opioid use disorder (OUD) in the United States are significantly vulnerable to contact with the criminal legal system (CLS). In CLS settings, pr

Externí odkaz: https://doaj.org/article/4066cf2c54d04628bab32e81289a72f4

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