Zobrazeno 1 - 10
of 3 630
pro vyhledávání: '"A, Kwatra"'
Autor:
Kwatra, Amritansh, Wienberg, Tobias, Mandel, Ilan, Batra, Ritik, He, Peter, Guimbretiere, Francois, Roumen, Thijs
As tools for designing and manufacturing hardware become more accessible, smaller producers can develop and distribute novel hardware. However, there aren't established tools to support end-user hardware troubleshooting or routine maintenance. As a r
Externí odkaz:
http://arxiv.org/abs/2411.02332
When Large Language Models (LLMs) are compressed using techniques such as quantization, the predominant way to demonstrate the validity of such techniques is by measuring the model's accuracy on various benchmarks.If the accuracies of the baseline mo
Externí odkaz:
http://arxiv.org/abs/2407.09141
Autor:
Agrawal, Amey, Agarwal, Anmol, Kedia, Nitin, Mohan, Jayashree, Kundu, Souvik, Kwatra, Nipun, Ramjee, Ramachandran, Tumanov, Alexey
Serving large language models (LLMs) in production can incur substantial costs, which has prompted recent advances in inference system optimizations. Today, these systems are evaluated against conventional latency and throughput metrics (eg. TTFT, TB
Externí odkaz:
http://arxiv.org/abs/2407.07000
Autor:
Agrawal, Amey, Kedia, Nitin, Mohan, Jayashree, Panwar, Ashish, Kwatra, Nipun, Gulavani, Bhargav, Ramjee, Ramachandran, Tumanov, Alexey
Optimizing the deployment of Large language models (LLMs) is expensive today since it requires experimentally running an application workload against an LLM implementation while exploring large configuration space formed by system knobs such as paral
Externí odkaz:
http://arxiv.org/abs/2405.05465
Autor:
Agrawal, Amey, Kedia, Nitin, Panwar, Ashish, Mohan, Jayashree, Kwatra, Nipun, Gulavani, Bhargav S., Tumanov, Alexey, Ramjee, Ramachandran
Each LLM serving request goes through two phases. The first is prefill which processes the entire input prompt and produces the first output token and the second is decode which generates the rest of output tokens, one-at-a-time. Prefill iterations h
Externí odkaz:
http://arxiv.org/abs/2403.02310
Autor:
Jaya Manjunath, BS, Viviane Liao, BS, Anusha Kambala, BS, Aaron Bao, BA, Alexander L. Kollhoff, MD, Emily Z. Ma, BS, Brenda Umenita Imo, MS, Hannah Cornman, BS, Sriya V. Reddy, BS, Kevin K. Lee, BS, Weiying Lu, BS, Selina M. Yossef, BA, Madan M. Kwatra, PhD, Shawn G. Kwatra, MD
Publikováno v:
JAAD International, Vol 16, Iss , Pp 97-102 (2024)
Background: Chronic pruritus (CP) is a poorly characterized condition associated with intense pruritus without a primary skin eruption. This condition tends to emerge more commonly in older adults, and there is limited research on triggering factors.
Externí odkaz:
https://doaj.org/article/4057541bba474abb8f97bd8604389b6b
Autor:
Andrew F. Alexis, Melinda Gooderham, Shawn G. Kwatra, Ahmad Amin, Susan Taylor, Ramon Espaillat, Trisha Rettig, Tianshuang Wu, Linyu Shi, Mark I. Kaldas, Deanne M. Dilley, Ranjeeta Sinvhal, Chudy Nduaka, Benjamin Lockshin
Publikováno v:
Dermatology and Therapy, Vol 14, Iss 10, Pp 2877-2887 (2024)
Abstract Introduction Historically, patients with skin of color are underdiagnosed with psoriasis and underrepresented in clinical trials. In this study, we assess the efficacy and safety of risankizumab in patients with moderate-to-severe plaque pso
Externí odkaz:
https://doaj.org/article/df8dd512e8ae4dd9b06c7159a85f4dee
Autor:
Vicky Gent, Ying-Jie Lu, Sindiswa Lukhele, Nisha Dhar, Ziyaad Dangor, Nancy Hosken, Richard Malley, Shabir A. Madhi, Gaurav Kwatra
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-17 (2024)
Abstract Group B Streptococcus (GBS) is a major cause of pneumonia, sepsis, and meningitis in infants younger than 3 months of age. Furthermore, GBS infection in pregnant women is associated with stillbirths and pre-term delivery. It also causes dise
Externí odkaz:
https://doaj.org/article/3fd302a799f04f4b9d56b4dbe850aefa
Autor:
William C. McMahon, Gaurav Kwatra, Alane Izu, Stephanie A. Jones, Nkululeko J. Mbele, Nwabisa Jafta, Rushil Lala, Sharon Shalekoff, Caroline T. Tiemessen, Shabir A. Madhi, Marta C. Nunes
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract SARS-CoV-2 cell-mediated immunity remains understudied during pregnancy in unvaccinated Black African women living with HIV (WLWH) from low- and middle-income countries. We investigated SARS-CoV-2-specific T-cell responses 1 month following
Externí odkaz:
https://doaj.org/article/829efcf713b74a8283c2569667e633a0
Autor:
Gil Yosipovitch, MD, Brian S. Kim, MD, Shawn G. Kwatra, MD, Nicholas K. Mollanazar, MD, Sonja Ständer, MD, Takahiro Satoh, MD, PhD, Pedro Mendes-Bastos, MD, Tsen-Fang Tsai, MD, Elizabeth Laws, PhD, Michael C. Nivens, PhD, Jennifer Maloney, MD, Genming Shi, PhD, Ashish Bansal, MD, MBA, Ariane Dubost-Brama, MD
Publikováno v:
JAAD International, Vol 16, Iss , Pp 163-174 (2024)
Background: Phase 3 PRIME/PRIME2 trials independently demonstrated efficacy and an acceptable safety profile of dupilumab adults with moderate-to-severe prurigo nodularis. Objective: To obtain a more precise estimate of onset and magnitude of treatme
Externí odkaz:
https://doaj.org/article/711afba8cadd4d1c95210d2031b7c4d3