Zobrazeno 1 - 10
of 1 389
pro vyhledávání: '"Karkhanis, A."'
Direct Preference Optimisation (DPO) is effective at significantly improving the performance of large language models (LLMs) on downstream tasks such as reasoning, summarisation, and alignment. Using pairs of preferred and dispreferred data, DPO mode
Externí odkaz:
http://arxiv.org/abs/2402.13228
Autor:
Wang, Xi, Hatasaka, Bryan, Liu, Zhengyan, Tope, Sayali, Karkhanis, Mohit, Noh, Seungbeom, Sium, Farhan, Mural, Ravi V., Kim, Hanseup, Mastrangelo, Carlos, Zang, Ling, Schnable, James, Ji, Mingyue
With the rapid development of cloud and edge computing, Internet of Things (IoT) applications have been deployed in various aspects of human life. In this paper, we design and implement a holistic LoRa-based IoT system with LoRa communication capabil
Externí odkaz:
http://arxiv.org/abs/2401.13569
Autor:
Pal, Arka, Karkhanis, Deep, Roberts, Manley, Dooley, Samuel, Sundararajan, Arvind, Naidu, Siddartha
Modern large language models (LLMs) that rely on attention mechanisms are typically trained with fixed context lengths which enforce upper limits on the length of input sequences that they can handle at evaluation time. To use these models on sequenc
Externí odkaz:
http://arxiv.org/abs/2308.10882
Autor:
Karkhanis, Aneesh V.1 (AUTHOR) aneesh.karkhanis@certara.com, Harwood, Matthew D.1 (AUTHOR), Stader, Felix1 (AUTHOR), Bois, Frederic Y.1 (AUTHOR), Neuhoff, Sibylle1 (AUTHOR)
Publikováno v:
Pharmaceutics. Oct2024, Vol. 16 Issue 10, p1284. 22p.
Autor:
Venkatesan, Gopalakrishnan, Yong Ping, Chong, Chen, Hong, Srinivasan, Perumal, Karkhanis, Aneesh V., Pastorin, Giorgia
Publikováno v:
In Bioorganic Chemistry December 2024 153
Autor:
Venkatesan, Gopalakrishnan, Ping, Chong Yong, Chen, Hong, Perumal, S., Karkhanis, Aneesh V., Pastorin, Giorgia
Publikováno v:
In Bioorganic Chemistry December 2024 153
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Cocaine disrupts dopamine (DA) and kappa opioid receptor (KOR) system activity, with long-term exposure reducing inhibiton of DA uptake by cocaine and increasing KOR system function. Single treatment therapies have not been successful for co
Externí odkaz:
https://doaj.org/article/4af1302930a249e99555ca74aa7f2be8
In this work, we predict the sentiment of restaurant reviews based on a subset of the Yelp Open Dataset. We utilize the meta features and text available in the dataset and evaluate several machine learning and state-of-the-art deep learning approache
Externí odkaz:
http://arxiv.org/abs/2201.07999
Autor:
Karkhanis, Mohit U., Ghosh, Chayanjit, Banerjee, Aishwaryadev, Hasan, Nazmul, Likhite, Rugved, Ghosh, Tridib, Kim, Hanseup, Mastrangelo, Carlos H.
Presbyopia, an age-related ocular disorder, is characterized by the loss in the accommodative abilities of the human ocular system and afflicts more than 1.8 billion people world-wide. Conventional methods of correcting presbyopia fragment the field
Externí odkaz:
http://arxiv.org/abs/2101.08782
Publikováno v:
Pharmaceutics, Vol 16, Iss 10, p 1284 (2024)
Background/Objectives: Plasma levels of 4β-hydroxycholesterol (4β-OHC), a CYP3A-specific metabolite of cholesterol, are elevated after administration of CYP3A inducers like rifampicin and carbamazepine. To simulate such plasma 4β-OHC increase, we
Externí odkaz:
https://doaj.org/article/196f7ff56933489ebead894d0428330a