Aya 23: Open Weight Releases to Further Multilingual Progress

Autor: Aryabumi, Viraat, Dang, John, Talupuru, Dwarak, Dash, Saurabh, Cairuz, David, Lin, Hangyu, Venkitesh, Bharat, Smith, Madeline, Campos, Jon Ander, Tan, Yi Chern, Marchisio, Kelly, Bartolo, Max, Ruder, Sebastian, Locatelli, Acyr, Kreutzer, Julia, Frosst, Nick, Gomez, Aidan, Blunsom, Phil, Fadaee, Marzieh, Üstün, Ahmet, Hooker, Sara

This technical report introduces Aya 23, a family of multilingual language models. Aya 23 builds on the recent release of the Aya model (\"Ust\"un et al., 2024), focusing on pairing a highly performant pre-trained model with the recently released Aya

Externí odkaz: http://arxiv.org/abs/2405.15032

First-Generation Inference Accelerator Deployment at Facebook

Autor: Anderson, Michael, Chen, Benny, Chen, Stephen, Deng, Summer, Fix, Jordan, Gschwind, Michael, Kalaiah, Aravind, Kim, Changkyu, Lee, Jaewon, Liang, Jason, Liu, Haixin, Lu, Yinghai, Montgomery, Jack, Moorthy, Arun, Nadathur, Satish, Naghshineh, Sam, Nayak, Avinash, Park, Jongsoo, Petersen, Chris, Schatz, Martin, Sundaram, Narayanan, Tang, Bangsheng, Tang, Peter, Yang, Amy, Yu, Jiecao, Yuen, Hector, Zhang, Ying, Anbudurai, Aravind, Balan, Vandana, Bojja, Harsha, Boyd, Joe, Breitbach, Matthew, Caldato, Claudio, Calvo, Anna, Catron, Garret, Chandwani, Sneh, Christeas, Panos, Cottel, Brad, Coutinho, Brian, Dalli, Arun, Dhanotia, Abhishek, Duncan, Oniel, Dzhabarov, Roman, Elmir, Simon, Fu, Chunli, Fu, Wenyin, Fulthorp, Michael, Gangidi, Adi, Gibson, Nick, Gordon, Sean, Hernandez, Beatriz Padilla, Ho, Daniel, Huang, Yu-Cheng, Johansson, Olof, Juluri, Shishir, Kanaujia, Shobhit, Kesarkar, Manali, Killinger, Jonathan, Kim, Ben, Kulkarni, Rohan, Lele, Meghan, Li, Huayu, Li, Huamin, Li, Yueming, Liu, Cynthia, Liu, Jerry, Maher, Bert, Mallipedi, Chandra, Mangla, Seema, Matam, Kiran Kumar, Mehta, Jubin, Mehta, Shobhit, Mitchell, Christopher, Muthiah, Bharath, Nagarkatte, Nitin, Narasimha, Ashwin, Nguyen, Bernard, Ortiz, Thiara, Padmanabha, Soumya, Pan, Deng, Poojary, Ashwin, Ye, Qi, Raginel, Olivier, Rajagopal, Dwarak, Rice, Tristan, Ross, Craig, Rotem, Nadav, Russ, Scott, Shah, Kushal, Shan, Baohua, Shen, Hao, Shetty, Pavan, Skandakumaran, Krish, Srinivasan, Kutta, Sumbaly, Roshan, Tauberg, Michael, Tzur, Mor, Verma, Sidharth, Wang, Hao, Wang, Man, Wei, Ben, Xia, Alex, Xu, Chenyu, Yang, Martin, Zhang, Kai, Zhang, Ruoxi, Zhao, Ming, Zhao, Whitney, Zhu, Rui, Mathews, Ajit, Qiao, Lin, Smelyanskiy, Misha, Jia, Bill, Rao, Vijay

In this paper, we provide a deep dive into the deployment of inference accelerators at Facebook. Many of our ML workloads have unique characteristics, such as sparse memory accesses, large model sizes, as well as high compute, memory and network band

Externí odkaz: http://arxiv.org/abs/2107.04140

Utility of Glasgow Microenvironment Score as a prognostic tool in colorectal carcinoma.

Autor: Ahuja, Manisha¹, Dwarak, Amritha¹, Mallya, Varuna¹ varunamallya@gmail.com, Mandal, Shramana¹, Tomar, Reena¹, Khurana, Nita¹, Lal, Pawanindra^1,2, Singh, Kishore^1,3

Publikováno v: Journal of Cancer Research & Therapeutics. 2023 Supplement, Vol. 19, pS172-S176. 5p.

Abdominal aortic calcification as prognostic marker in continuous ambulatory peritoneal dialysis

Autor: Kadhir, Selvan, Krishnaswamy, Sampathkumar, Dwarak, Sampath, Andrew, Rajiv

Publikováno v: Clinical Nephrology. 98:267-273

Patients with chronic kidney disease (CKD) on dialysis are at high risk of cardiovascular complications and mortality. We investigated the prognostic role of presence and severity of abdominal aortic calcification (AAC) detected by a simple lateral l

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b7cfef4f0e320c9dc528acbd29e63c64
https://doi.org/10.5414/cn110903

Clinical Trial Comparing the Efficacy and Safety of Regional Citrate Anticoagulation Versus Heparin in CRRT.

Autor: Senthilkumar S., Sampathkumar, Krishnaswamy, Rajiv, Andrew Deepak, Dwarak S., Harsha H. B.

Publikováno v: Indian Journal of Nephrology; Jul/Aug2023, Vol. 33 Issue 4, p254-258, 5p