Zobrazeno 1 - 10
of 79 589
pro vyhledávání: '"So KL"'
The goal of this paper is to improve (upcycle) an existing large language model without the prohibitive requirements of continued pre-training of the full-model. The idea is to split the pre-training data into semantically relevant groups and train a
Externí odkaz:
http://arxiv.org/abs/2410.09687
The proliferation of malicious URLs has become a significant threat to internet security, encompassing SPAM, phishing, malware, and defacement attacks. Traditional detection methods struggle to keep pace with the evolving nature of these threats. Det
Externí odkaz:
http://arxiv.org/abs/2407.06221
Autor:
Sokolov, Igor O., Both, Gert-Jan, Bochevarov, Art D., Dub, Pavel A., Levine, Daniel S., Brown, Christopher T., Acheche, Shaheen, Barkoutsos, Panagiotis Kl., Elfving, Vincent E.
Kohn-Sham Density Functional Theory (KS-DFT) provides the exact ground state energy and electron density of a molecule, contingent on the as-yet-unknown universal exchange-correlation (XC) functional. Recent research has demonstrated that neural netw
Externí odkaz:
http://arxiv.org/abs/2404.14258
3D Gaussian Splatting (3DGS) is a new method for modeling and rendering 3D radiance fields that achieves much faster learning and rendering time compared to SOTA NeRF methods. However, it comes with a drawback in the much larger storage demand compar
Externí odkaz:
http://arxiv.org/abs/2311.18159
Autor:
Koohpayegani, Soroush Abbasi, Navaneet, KL, Nooralinejad, Parsa, Kolouri, Soheil, Pirsiavash, Hamed
Fine-tuning Large Language Models (LLMs) and storing them for each downstream task or domain is impractical because of the massive model size (e.g., 350GB in GPT-3). Current literature, such as LoRA, showcases the potential of low-rank modifications
Externí odkaz:
http://arxiv.org/abs/2310.02556
Recently, there has been a lot of progress in reducing the computation of deep models at inference time. These methods can reduce both the computational needs and power usage of deep models. Some of these approaches adaptively scale the compute based
Externí odkaz:
http://arxiv.org/abs/2310.02544
Autor:
Petr Smirnov, Moritz J. Przybilla, Milena Simovic-Lorenz, R. Gonzalo Parra, Hana Susak, Manasi Ratnaparkhe, John KL. Wong, Verena Körber, Jan-Philipp Mallm, George Philippos, Martin Sill, Thorsten Kolb, Rithu Kumar, Nicola Casiraghi, Konstantin Okonechnikov, David R. Ghasemi, Kendra Korinna Maaß, Kristian W. Pajtler, Anna Jauch, Andrey Korshunov, Thomas Höfer, Marc Zapatka, Stefan M. Pfister, Wolfgang Huber, Oliver Stegle, Aurélie Ernst
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-20 (2024)
Abstract Chromothripsis is a frequent form of genome instability, whereby a presumably single catastrophic event generates extensive genomic rearrangements of one or multiple chromosome(s). However, little is known about the heterogeneity of chromoth
Externí odkaz:
https://doaj.org/article/b45147ed89fa4fafa213cbfffa64258f
Autor:
Daniel Miller, Laurin E. Fischer, Kyano Levi, Eric J. Kuehnke, Igor O. Sokolov, Panagiotis Kl. Barkoutsos, Jens Eisert, Ivano Tavernelli
Publikováno v:
npj Quantum Information, Vol 10, Iss 1, Pp 1-11 (2024)
Abstract A central building block of many quantum algorithms is the diagonalization of Pauli operators. Although it is always possible to construct a quantum circuit that simultaneously diagonalizes a given set of commuting Pauli operators, only reso
Externí odkaz:
https://doaj.org/article/1825a941cc414038944bf0d50fd4866c
Publikováno v:
Advances in Medical Education and Practice, Vol Volume 15, Pp 1079-1092 (2024)
Laurence M Boitet,1,2 Katherine A Meese,2,3 Katherine L Sweeney,4 Norman R Estes,5 Megan M Hays,2,6 Christine Loyd,5 David A Rogers2,7 1Department of Medical Education, University of Alabama at Birmingham (UAB), Birmingham, AL, USA; 2UAB Medicine Off
Externí odkaz:
https://doaj.org/article/cfeed11b9bd448a78d0ff33e52ceeacd
Autor:
McLeod C, Dymock M, Flanagan KL, Plebanski M, Marshall H, Marsh J, Estcourt MJ, Ramsay J, Wadia U, Williams PCM, Tjiam MC, Blyth C, Subbarao K, Nicholson S, Faust S.N., Thornton RB, Mckenzie A, Snelling T, Richmond P
Publikováno v:
Trials, Vol 25, Iss 1, Pp 1-10 (2024)
Abstract Background Coronavirus-2019 (COVID-19) vaccination in Australia commenced in February 2021. The first vaccines recommended for use were AZD1222 and BNT162b2, both delivered as a two-dose primary schedule. In the absence of sustained immunity
Externí odkaz:
https://doaj.org/article/bf1529a9360c49c191e21caa73f4ccfa