Zobrazeno 1 - 10
of 954
pro vyhledávání: '"A. Panferov"'
Autor:
Malinovskii, Vladimir, Panferov, Andrei, Ilin, Ivan, Guo, Han, Richtárik, Peter, Alistarh, Dan
Quantizing large language models has become a standard way to reduce their memory and computational costs. Typically, existing methods focus on breaking down the problem into individual layer-wise sub-problems, and minimizing per-layer error, measure
Externí odkaz:
http://arxiv.org/abs/2411.17525
Autor:
Nicolicioiu, Armand, Iofinova, Eugenia, Kurtic, Eldar, Nikdan, Mahdi, Panferov, Andrei, Markov, Ilia, Shavit, Nir, Alistarh, Dan
The availability of powerful open-source large language models (LLMs) opens exciting use-cases, such as automated personal assistants that adapt to the user's unique data and demands. Two key desiderata for such assistants are personalization-in the
Externí odkaz:
http://arxiv.org/abs/2407.10994
Autor:
Egiazarian, Vage, Panferov, Andrei, Kuznedelev, Denis, Frantar, Elias, Babenko, Artem, Alistarh, Dan
The emergence of accurate open large language models (LLMs) has led to a race towards performant quantization techniques which can enable their execution on end-user devices. In this paper, we revisit the problem of "extreme" LLM compression-defined
Externí odkaz:
http://arxiv.org/abs/2401.06118
Quantization (Alistarh et al., 2017) is an important (stochastic) compression technique that reduces the volume of transmitted bits during each communication round in distributed model training. Suresh et al. (2022) introduce correlated quantizers an
Externí odkaz:
http://arxiv.org/abs/2401.05518
Publikováno v:
Известия Саратовского университета. Новая серия Серия: Физика, Vol 24, Iss 3, Pp 198-208 (2024)
Background and Objectives: Progress in the development of pulsed radiation sources with high energy density makes it possible to study the nonlinear response of condensed matter to the disturbing influence of high-intensity electromagnetic fields. To
Externí odkaz:
https://doaj.org/article/c81e338cf95748239179c73ff83d7800
Autor:
Elena A. Okisheva, Olga Yu. Trushina, Milana M. Mamaeva, Elena A. Redyanova, Anna A. Zhazhieva, Irina D. Chasova, Alexander S. Panferov, Maxim M. Bogdanov, Alexey V. Lychagin, Victor V. Fomin
Publikováno v:
Терапевтический архив, Vol 96, Iss 7, Pp 659-665 (2024)
Aim. To assess the incidence of glucose metabolism disorders, administered hypoglycemic therapy and its effectiveness in a cohort of patients with previously diagnosed diabetes mellitus (DM) hospitalized for scheduled lower limb joint arthroplasty.
Externí odkaz:
https://doaj.org/article/d7b13b801cbd42ffafea40ccbfa70290
Publikováno v:
Экспериментальная психология, Vol 17, Iss 2, Pp 139-153 (2024)
Against the background of the rapid spread of mobile technologies and the emergence of related forms of problematic behavior, there is a shortage of Russian-language questionnaires that allow you to study the problematic use of smartphones by adolesc
Externí odkaz:
https://doaj.org/article/de9266ceb7ce47b6bfa225c80379fbd1
On additive differential probabilities of the composition of bitwise exclusive-or and a bit rotation
Properties of the additive differential probability $\mathrm{adp}^{\mathrm{XR}}$ of the composition of bitwise XOR and a bit rotation are investigated, where the differences are expressed using addition modulo $2^n$. This composition is widely used i
Externí odkaz:
http://arxiv.org/abs/2303.04097
Autor:
Panferov, Alexander A.
Publikováno v:
Proceedings of Science, 425, id.58, 2022
The mechanism of turbulent viscosity is the central question in investigations of turbulence. This is also the case in the accretion disk theory, where turbulence is considered to be responsible for the outward transport of angular momentum in the ac
Externí odkaz:
http://arxiv.org/abs/2212.12512
Autor:
A. A. Petrov, A. V. Kazantsev, K. A. Panferov, A. A. Chislov, E. A. Kovalchuk, D. A. Kutaev, S. V. Borisevich
Publikováno v:
Вестник войск РХБ защиты, Vol 7, Iss 4, Pp 384-392 (2024)
Catastrophic pandemic of the particularly dangerous coronavirus SARS-CoV-2 in 2020–2022 and the unexpected spread of the monkeypox pathogen from Africa in 2022, demonstrate the need for an adequate response to biological threats that have exotic in
Externí odkaz:
https://doaj.org/article/7a20486174d74b5aaca057be602c74f8