Apple Intelligence Foundation Language Models

Autor: Gunter, Tom, Wang, Zirui, Wang, Chong, Pang, Ruoming, Narayanan, Andy, Zhang, Aonan, Zhang, Bowen, Chen, Chen, Chiu, Chung-Cheng, Qiu, David, Gopinath, Deepak, Yap, Dian Ang, Yin, Dong, Nan, Feng, Weers, Floris, Yin, Guoli, Huang, Haoshuo, Wang, Jianyu, Lu, Jiarui, Peebles, John, Ye, Ke, Lee, Mark, Du, Nan, Chen, Qibin, Keunebroek, Quentin, Wiseman, Sam, Evans, Syd, Lei, Tao, Rathod, Vivek, Kong, Xiang, Du, Xianzhi, Li, Yanghao, Wang, Yongqiang, Gao, Yuan, Ahmed, Zaid, Xu, Zhaoyang, Lu, Zhiyun, Rashid, Al, Jose, Albin Madappally, Doane, Alec, Bencomo, Alfredo, Vanderby, Allison, Hansen, Andrew, Jain, Ankur, Anupama, Anupama Mann, Kamal, Areeba, Wu, Bugu, Brum, Carolina, Maalouf, Charlie, Erdenebileg, Chinguun, Dulhanty, Chris, Moritz, Dominik, Kang, Doug, Jimenez, Eduardo, Ladd, Evan, Shi, Fangping, Bai, Felix, Chu, Frank, Hohman, Fred, Kotek, Hadas, Coleman, Hannah Gillis, Li, Jane, Bigham, Jeffrey, Cao, Jeffery, Lai, Jeff, Cheung, Jessica, Shan, Jiulong, Zhou, Joe, Li, John, Qin, Jun, Singh, Karanjeet, Vega, Karla, Zou, Kelvin, Heckman, Laura, Gardiner, Lauren, Bowler, Margit, Cordell, Maria, Cao, Meng, Hay, Nicole, Shahdadpuri, Nilesh, Godwin, Otto, Dighe, Pranay, Rachapudi, Pushyami, Tantawi, Ramsey, Frigg, Roman, Davarnia, Sam, Shah, Sanskruti, Guha, Saptarshi, Sirovica, Sasha, Ma, Shen, Ma, Shuang, Wang, Simon, Kim, Sulgi, Jayaram, Suma, Shankar, Vaishaal, Paidi, Varsha, Kumar, Vivek, Wang, Xin, Zheng, Xin, Cheng, Walker, Shrager, Yael, Ye, Yang, Tanaka, Yasu, Guo, Yihao, Meng, Yunsong, Luo, Zhao Tang, Ouyang, Zhi, Aygar, Alp, Wan, Alvin, Walkingshaw, Andrew, Lin, Antonie, Farooq, Arsalan, Ramerth, Brent, Reed, Colorado, Bartels, Chris, Chaney, Chris, Riazati, David, Yang, Eric Liang, Feldman, Erin, Hochstrasser, Gabriel, Seguin, Guillaume, Belousova, Irina, Pelemans, Joris, Yang, Karen, Vahid, Keivan Alizadeh, Cao, Liangliang, Najibi, Mahyar, Zuliani, Marco, Horton, Max, Cho, Minsik, Bhendawade, Nikhil, Dong, Patrick, Maj, Piotr, Agrawal, Pulkit, Shan, Qi, Fu, Qichen, Poston, Regan, Xu, Sam, Liu, Shuangning, Rao, Sushma, Heeramun, Tashweena, Merth, Thomas, Rayala, Uday, Cui, Victor, Sridhar, Vivek Rangarajan, Zhang, Wencong, Zhang, Wenqi, Wu, Wentao, Zhou, Xingyu, Liu, Xinwen, Zhao, Yang, Xia, Yin, Ren, Zhile, Ren, Zhongzheng

We present foundation language models developed to power Apple Intelligence features, including a ~3 billion parameter model designed to run efficiently on devices and a large server-based language model designed for Private Cloud Compute. These mode

Externí odkaz: http://arxiv.org/abs/2407.21075

Intelligent Assistant Language Understanding On Device

Autor: Aas, Cecilia, Abdelsalam, Hisham, Belousova, Irina, Bhargava, Shruti, Cheng, Jianpeng, Daland, Robert, Driesen, Joris, Flego, Federico, Guigue, Tristan, Johannsen, Anders, Lal, Partha, Lu, Jiarui, Moniz, Joel Ruben Antony, Perkins, Nathan, Piraviperumal, Dhivya, Pulman, Stephen, Séaghdha, Diarmuid Ó, Sun, David Q., Torr, John, Del Vecchio, Marco, Wacker, Jay, Williams, Jason D., Yu, Hong

It has recently become feasible to run personal digital assistants on phones and other personal devices. In this paper we describe a design for a natural language understanding system that runs on device. In comparison to a server-based assistant, th

Externí odkaz: http://arxiv.org/abs/2308.03905

The potential for improving the efficacy of treatment for irritable bowel syndrome with a multi-target drug alverine citrate plus simethicone: The Expert Panel Statement

Autor: Oleg N. Minushkin, Olga V. Khlynova, Stanislav I. Sitkin, Emilia P. Yakovenko, Yuri A. Kravchuk, Pavel V. Seliverstov, Elena A. Belousova

Publikováno v: Alʹmanah Kliničeskoj Mediciny, Vol 52, Iss 4, Pp 241-248 (2024)

The irritable bowel syndrome (IBS) is one of the most prevalent functional gastrointestinal disorders. However, at most, one-third of IBS patients are satisfied with the results of their treatment. A combination of pharmaceuticals or multi-target dru

Externí odkaz: https://doaj.org/article/67ed13923ddb433792cfb85c6771b036

Treatment of children with forearm deformities using the Ortho-SUV navigation system

Autor: Dmitry V. Ryzhikov, Ekaterina A. Belousova, Alexander P. Pozdeev, Sergey V. Vissarionov

Publikováno v: Travmatologiâ i Ortopediâ Rossii, Vol 30, Iss 3, Pp 44-54 (2024)

Background. Children with congenital dysplastic skeletal disorders often develop various multi-axial bone deformities in the forearm during growth, most commonly occurring against the backdrop of polyosseous exostotic chondrodysplasia. The main surgi

Externí odkaz: https://doaj.org/article/c4c12e8b7dfd4faa9fa7d0c0db60bf6f

Features of beta cell differentiation during the development of type 2 diabetes mellitus

Autor: A. V. Belousova, K. V. Sokolova, I. G. Danilova, M. V. Chereshneva, V. A. Chereshnev

Publikováno v: Медицинская иммунология, Vol 26, Iss 5, Pp 1037-1044 (2024)

Type 2 diabetes mellitus is characterized by a mild inflammatory reaction in the pancreas, which affects the structure and function of the pancreatic islets: the number of β-cells decreases and the number of α-cells increases. The work examined the

Externí odkaz: https://doaj.org/article/b06ec4a586ec4ff7b8b18613253542c6