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The Amazon Nova Family of Models: Technical Report and Model Card

Fuente: arXiv

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Détails bibliographiques
Auteurs principaux:	AGI, Amazon, Langford, Aaron, Shah, Aayush, Gupta, Abhanshu, Bhatter, Abhimanyu, Goyal, Abhinav, Mathur, Abhinav, Mohanty, Abhinav, Kumar, Abhishek, Sethi, Abhishek, Komma, Abi, Pena, Abner, Jain, Achin, Kunysz, Adam, Opyrchal, Adam, Singh, Adarsh, Rawal, Aditya, Prasad, Adok Achar Budihal, de Gispert, Adrià, Kumar, Agnika, Aryamane, Aishwarya, Nair, Ajay, M, Akilan, Iyengar, Akshaya, Shanbhogue, Akshaya Vishnu Kudlu, He, Alan, Cervone, Alessandra, Loeb, Alex, Zhang, Alex, Fu, Alexander, Lisnichenko, Alexander, Zhipa, Alexander, Potamianos, Alexandros, Kebarighotbi, Ali, Daronkolaei, Aliakbar, Parmesh, Alok, Samra, Amanjot Kaur, Khan, Ameen, Rez, Amer, Saffari, Amir, Agarwalla, Amit, Jhindal, Amit, Mamidala, Amith, Asmro, Ammar, Ballakur, Amulya, Mishra, Anand, Sridharan, Anand, Dubinina, Anastasiia, Lenz, Andre, Doerr, Andreas, Keating, Andrew, Leaver, Andrew, Smith, Andrew, Wirth, Andrew, Davey, Andy, Rosenbaum, Andy, Sohn, Andy, Chan, Angela, Chakrabarti, Aniket, Ramakrishna, Anil, Roy, Anirban, Iyer, Anita, Narayan-Chen, Anjali, Yennu, Ankith, Dabrowska, Anna, Gawlowska, Anna, Rumshisky, Anna, Turek, Anna, Deoras, Anoop, Bezruchkin, Anton, Prasad, Anup, Dewan, Anupam, Kiran, Anwith, Gupta, Apoorv, Galstyan, Aram, Manoharan, Aravind, Biswas, Arijit, Mandal, Arindam, Gupta, Arpit, Pathan, Arsamkhan, Nagarajan, Arun, Rajasekaram, Arushan, Sundararajan, Arvind, Ganesan, Ashwin, Swaminathan, Ashwin, Mouchtaris, Athanasios, Champeau, Audrey, Ray, Avik, Jaiswal, Ayush, Sharma, Ayush, Keefer, Bailey, Muthiah, Balamurugan, Leon-Millan, Beatriz, Koopman, Ben, Li, Ben, Biggs, Benjamin, Ott, Benjamin, Vinzamuri, Bhanu, Venkatesh, Bharath, Ganesh, Bhavana, Vasani, Bhoomit, Byrne, Bill, Hsu, Bill, Wang, Bincheng, King, Blake, Gorny, Blazej, Feng, Bo, Zheng, Bo, Paul, Bodhisattwa, Sun, Bofan, Luo, Bofeng, Chen, Bowen, Xie, Bowen, Yu, Boya, Jugan, Brendan, Panosh, Brett, Collins, Brian, Thompson, Brian, Karakus, Can, Liu, Can, Lambrecht, Carl, Lin, Carly, Wang, Carolyn, Yuan, Carrie, Loyda, Casey, Walczak, Cezary, Choppa, Chalapathi, Prakash, Chandana Satya, Meas, Chankrisna Richy, Peris, Charith, Recaido, Charles, Xu, Charlie, Sharma, Charul, Kernan, Chase, Thanapirom, Chayut, Su, Chengwei, Xu, Chenhao, Yin, Chenhao, Ye, Chentao, Tao, Chenyang, Parameshwara, Chethan, Chang, Ching-Yun, Li, Chong, Hench, Chris, Tran, Chris, Dupuy, Christophe, Davis, Christopher, DiPersio, Christopher, Christodoulopoulos, Christos, Li, Christy, Chen, Chun, Bovi, Claudio Delli, Chung, Clement, Hawkins, Cole, Harris, Connor, Ropell, Corey, He, Cynthia, Joo, DK, Hwang, Dae Yon, Rosen, Dan, Elkind, Daniel, Pressel, Daniel, Zhang, Daniel, Kimball, Danielle, Sorokin, Daniil, Goodell, Dave, Modolo, Davide, Zhu, Dawei, Suresh, Deepikaa, Ragha, Deepti, Filimonov, Denis, Kune, Denis Foo, Rodriguez, Denis Romasanta, Hazarika, Devamanyu, Ram, Dhananjay, Parkar, Dhawal, Patel, Dhawal, Desai, Dhwanil, Rajput, Dinesh Singh, Sule, Disha, Singh, Diwakar, Genzel, Dmitriy, Goldenberg, Dolly, He, Dongyi, Hanciu, Dumitru, Tharmal, Dushan, Siankovich, Dzmitry, Cikovic, Edi, Abraham, Edwin, Sabir, Ekraam, Olson, Elliott, Steven, Emmett, Barut, Emre, Jackson, Eric, Wu, Ethan, Chen, Evelyn, Mahalingam, Ezhilan, Triefenbach, Fabian, Yang, Fan, Liu, Fangyu, Wu, Fanzi, Tavakoli, Faraz, Khozeimeh, Farhad, Niu, Feiyang, Hieber, Felix, Li, Feng, Elbey, Firat, Krebs, Florian, Saupe, Florian, Sprünken, Florian, Fan, Frank, Khan, Furqan, De Vincenzo, Gabriela, Kang, Gagandeep, Ding, George, He, George, Yeung, George, Qaddoumi, Ghada, Karamanolakis, Giannis, Huybrechts, Goeric, Maddali, Gokul, Iglesias, Gonzalo, McShane, Gordon, Sahin, Gozde, Huang, Guangtai, Kwon, Gukyeong, Sigurdsson, Gunnar A., Chadha, Gurpreet, Kosuru, Gururaj, Fuerstenau, Hagen, Hah, Hah, Maideen, Haja, Hosokawa, Hajime, Liu, Han, Hsu, Han-Kai, Wang, Hann, Li, Hao, Yang, Hao, Zhu, Haofeng, Fan, Haozheng, Singh, Harman, Kaluvala, Harshavardhan, Saeed, Hashim, Xie, He, Feng, Helian, Luo, Hendrix, Pei, Hengzhi, Nielsen, Henrik, Ilati, Hesam, Patel, Himanshu, Li, Hongshan, Lin, Hongzhou, Raza, Hussain, Cullinan, Ian, Kiss, Imre, Thangamani, Inbarasan, Fadnavis, Indrayani, Sorodoc, Ionut Teodor, Ertuerk, Irem, Yemialyanava, Iryna, Soni, Ishan, Jelal, Ismail, Tse, Ivan, FitzGerald, Jack, Zhao, Jack, Rothgeb, Jackson, Lee, Jacky, Jung, Jake, Debski, Jakub, Tomczak, Jakub, Jeun, James, Sanders, James, Crowley, Jason, Lee, Jay, Paidy, Jayakrishna Anvesh, Tiwari, Jayant, Farmer, Jean, Solinsky, Jeff, Lau, Jenna, Savareese, Jeremy, Zagorski, Jerzy, Dai, Ji, Jiacheng, Gu, Li, Jiahui, Jian, Zheng, Lu, Jianhua, Wang, Jianhua, Dai, Jiawei, Mo, Jiawei, Xu, Jiaxi, Liang, Jie, Yang, Jie, Logan, Jim, Majmudar, Jimit, Liu, Jing, Miao, Jinghong, Yi, Jingru, Jin, Jingyang, Kao, Jiun-Yu, Wang, Jixuan, Wang, Jiyang, Pemberton, Joe, Carlson, Joel, Blundell, Joey, Chin-Jew, John, He, John, Ho, Jonathan, Hueser, Jonathan, Lunt, Jonathan, Lee, Jooyoung, Tan, Joshua, Chatterjee, Joyjit, Gaspers, Judith, Wang, Jue, Fang, Jun, Tang, Jun, Wan, Jun, Wu, Jun, Wang, Junlei, Shi, Junyi, Chiu, Justin, Satriano, Justin, Yee, Justin, Dhamala, Jwala, Bansal, Jyoti, Zhen, Kai, Chang, Kai-Wei, Lin, Kaixiang, Raman, Kalyan, Sathyendra, Kanthashree Mysore, Moroe, Karabo, Bhandarkar, Karan, Kothari, Karan, Owczarzak, Karolina, Gopalswamy, Karthick, Ravi, Karthick, Ramakrishnan, Karthik, Arumugam, Karthika, Mehta, Kartik, Konczalska, Katarzyna, Ravikumar, Kavya, Tran, Ke, Qin, Kechen, Li, Kelin, Li, Kelvin, Kulkarni, Ketan, Rodrigues, Kevin Angelo, Patel, Keyur, Abboud, Khadige, Hajebi, Kiana, Reiter, Klaus, Schultz, Kris, Anisetty, Krishna, Kotnana, Krishna, Li, Kristen, Channamallikarjuna, Kruthi, Jakubczyk, Krzysztof, Pierewoj, Kuba, Pal, Kunal, Srivastav, Kunwar, Bannerman, Kyle, Poddar, Lahari, Prasad, Lakshmi, Tseng, Larry, Naik, Laxmikant, Vankadara, Leena Chennuru, Minorics, Lenon, Liu, Leo, Lausen, Leonard, Ribeiro, Leonardo F. R., Zhang, Li, Gehorsam, Lili, Qi, Ling, Bauer, Lisa, Knapp, Lori, Zeng, Lu, Tong, Lucas, Wong, Lulu, Chen, Luoxin, Rudnicki, Maciej, Namazifar, Mahdi, Jaliminche, Mahesh, Tanke, Maira Ladeira, Gupta, Manasi, Ahlawat, Mandeep, Khanuja, Mani, Sundaram, Mani, Leyk, Marcin, Momotko, Mariusz, Boese, Markus, Dreyer, Markus, Mueller, Markus, Fu, Mason, Górski, Mateusz, Mastalerczyk, Mateusz, Mora, Matias, Johnson, Matt, Scott, Matt, Wen, Matthew, Barysau, Max, Boumerdassi, Maya, Krishnan, Maya, Gupta, Mayank, Hirani, Mayank, Kulkarni, Mayank, Narayanasamy, Meganathan, Bradford, Melanie, Gens, Melanie, Burke, Melissa, Jin, Meng, Chen, Miao, Denkowski, Michael, Heymel, Michael, Krestyaninov, Michael, Obirek, Michal, Wichorowska, Michalina, Miotk, Michał, Watroba, Milosz, Hong, Mingyi, Yu, Mingzhi, Liu, Miranda, Gouda, Mohamed, El-Shabani, Mohammad, Ghavamzadeh, Mohammad, Bansal, Mohit, Ziyadi, Morteza, Xia, Nan, Susanj, Nathan, Bhasin, Nav, Goswami, Neha, Belgamwar, Nehal, Anastassacos, Nicolas, Bergeron, Nicolas, Jain, Nidhi, Jain, Nihal, Chopparapu, Niharika, Xu, Nik, Strom, Nikko, Malandrakis, Nikolaos, Mishra, Nimisha, Parkhi, Ninad, Mehrabi, Ninareh, Sant, Nishita, Gupta, Nishtha, Sekhar, Nitesh, Rajeev, Nithin, Chidambaram, Nithish Raja, Dhar, Nitish, Bhagwagar, Noor, Konforty, Noy, Babu, Omar, Razavi, Omid, Majumder, Orchid, Dar, Osama, Hsu, Oscar, Kvitca, Pablo, Pandey, Pallavi, Seegmiller, Parker, Lange, Patrick, Ferraro, Paul, Motwani, Payal, Kharazmi, Pegah, Wang, Pei, Liu, Pengfei, Bradtke, Peter, Götz, Peter, Zhou, Peter, Wang, Pichao, Poskart, Piotr, Sonawane, Pooja, Natarajan, Pradeep, Ramadorai, Pradyun, Shah, Pralam, Nirantar, Prasad, Chavali, Prasanthi, Wanigasekara, Prashan, Saraf, Prashant, Dey, Prashun, Pant, Pratyush, Pradhan, Prerak, Patel, Preyaa, Dadlani, Priyanka, Sadha, Prudhvee Narasimha, Dong, Qi, Hu, Qian, Qiaozi, Gao, Liu, Qing, Lam, Quinn, Do, Quynh, Manmatha, R., Willis, Rachel, Liu, Rafael, Ellert, Rafal, Kalinski, Rafal, Attrach, Rafi Al, Prasad, Ragha, Prasad, Ragini, Kunani, Raguvir, Gupta, Rahul, Sharma, Rahul, Tewari, Rahul, Baskaran, Rajaganesh, Singh, Rajan, Gupta, Rajiv, Reddy, Rajiv, Das, Rajshekhar, Chada, Rakesh, Mahesh, Rakesh Vaideeswaran, Chandrasekaran, Ram, Nallapati, Ramesh, Xue, Ran, Gangadharaiah, Rashmi, Rachakonda, Ravi, Zhang, Renxian, Blloshmi, Rexhina, Agrawal, Rishabh, Enyedi, Robert, Lowe, Robert, Shrestha, Robik, Piramuthu, Robinson, Asad, Rohail, Khanna, Rohan, Mukherjee, Rohan, Mittal, Rohit, Prasad, Rohit, Kumar, Rohith Mysore Vijaya, Diamant, Ron, Gupta, Ruchita, Li, Ruiwen, Li, Ruoying, Fegade, Rushabh, Zhang, Ruxu, Arbow, Ryan, Chen, Ryan, Gabbard, Ryan, Hoium, Ryan, King, Ryan, Iyer, Sabarishkumar, Malick, Sachal, Movaghati, Sahar, Balakavi, Sai, Jakka, Sai, Paruvelli, Sai Kashyap, Jayanthi, Sai Muralidhar, Mujumdar, Saicharan Shriram, Kapoor, Sainyam, Beygi, Sajjad, Dingliwal, Saket, Soltan, Saleh, Ricklin, Sam, Tucker, Sam, Sinha, Sameer, Choudhary, Samridhi, Tan, Samson, Broscheit, Samuel, Schulter, Samuel, Agarwal, Sanchit, Atluri, Sandeep, Valstar, Sander, Shankar, Sanjana, Sanyukta, Sanyukta, Khanna, Sarthak, Khetrapal, Sarvpriye, Janakiraman, Satish, Shah, Saumil, Akolkar, Saurabh, Giri, Saurabh, Khandelwal, Saurabh, Pawar, Saurabh, Sahu, Saurabh, Huang, Sean, Ra, Sejun, Gopal, Senthilkumar, Dobroshinsky, Sergei, Saba, Shadi, Roy, Shamik, Lal, Shamit, Ananthakrishnan, Shankar, Li, Sharon, Srijan, Shashwat, Bhide, Shekhar, Tang, Sheng Long, Zha, Sheng, Oraby, Shereen, Mostafa, Sherif, Li, Shiqi, Bharathi, Shishir, Prakash, Shivam, Huang, Shiyuan, Yembarwar, Shreya, Pansare, Shreyas, Subramanian, Shreyas, Joshi, Shrijeet, Liu, Shuai, Tang, Shuai, Chandak, Shubham, Garg, Shubham, Katiyar, Shubham, Mehta, Shubham, Srivastav, Shubham, Yang, Shuo, S, Siddalingesha D, Choudhary, Siddharth, Senger, Siddharth Singh, Babb, Simon, Moeini, Sina, Deng, Siqi, Loganathan, Siva, Domagala, Slawomir, Narkar, Sneha, Wadhwa, Sneha, Zhang, Songyang, Jiang, Songyao, Trenous, Sony, Sarkar, Soumajyoti, Saha, Soumya, Reddy, Sourabh, Dokania, Sourav, Sandiri, Spurthideepika, Matsoukas, Spyros, Bodapati, Sravan, Wdaru, Sri Harsha Reddy, Venkateshdatta, Sridevi Yagati, Ronanki, Srikanth, Veeravanallur, Srinivasan R, Venkatapathy, Sriram, Sankaraguru, Sriramprabhu, Gorantla, Sruthi, Karuturi, Sruthi, Schroedl, Stefan, Rongali, Subendhu, Kundu, Subhasis, Shakiah, Suhaila, Tiwari, Sukriti, Bharti, Sumit, Sami, Sumita, Mathew, Sumith, Yu, Sunny, Kim, Sunwoo, Malode, Suraj Bajirao, Riel, Susana Cumplido, Palod, Swapnil, Roy, Swastik, Furqhan, Syed, Chung, Tagyoung, Yoshitani, Takuma, Yang, Taojiannan, Chillakura, Tejaswi, Bajwa, Tejwant, Lajumoke, Temi, Tran, Thanh, Gueudre, Thomas, Jung, Thomas, Li, Tianhui, Seemman, Tim, Leffel, Timothy, Xiang, Tingting, Patel, Tirth, Domhan, Tobias, Falke, Tobias, Guo, Toby, Li, Tom, Horszczaruk, Tomasz, Jedynak, Tomasz, Kulkarni, Tushar, Marin, Tyst, Metrycki, Tytus, Wang, Tzu-Yen, Jain, Umang, Singh, Upendra, Chirimar, Utkarsh, Gupta, Vaibhav, Shah, Vanshil, Deshpande, Varad, Gunjal, Varad, Srikeshava, Varsha, Vivek, Varsha, Bharadwaj, Varun, Gangal, Varun, Kumar, Varun, Elango, Venkatesh, Ordonez, Vicente, Soto, Victor, Radhakrishnan, Vignesh, Patel, Vihang, Singh, Vikram, Kolanuvada, Vinay Varma, Kumar, Vinayshekhar Bannihatti, Auvray, Vincent, Cartillier, Vincent, Ponzo, Vincent, Peng, Violet, Khandelwal, Vishal, Naik, Vishal, Sahasrabudhe, Vishvesh, Korolev, Vitaliy, Gokuladas, Vivek, Madan, Vivek, Subramanian, Vivek, Cevher, Volkan, Gupta, Vrinda, Hamza, Wael, Zhang, Wei, Ruan, Weitong, Cheng, Weiwei, Zhang, Wen, Zhao, Wenbo, Yao, Wenyan, Ouyang, Wenzhuo, Dashner, Wesley, Campbell, William, Lin, William, Martin, Willian, Pearson, Wyatt, Jiang, Xiang, Lu, Xiangxing, Shi, Xiangyang, Peng, Xianwen, Gao, Xiaofeng, Jiang, Xiaoge, Fei, Xiaohan, Wang, Xiaohui, Zhou, Xiaozhou Joey, Feng, Xin, Zhao, Xinyan, Wang, Xinyao, Li, Xinyu, Zhang, Xu, Wang, Xuan, Fu, Xuandi, Yuan, Xueling, Wang, Xuning, Rao, Yadunandana, Tavizon, Yair, Rossiytsev, Yan, Chen, Yanbei, Liu, Yang, Zou, Yang, Park, Yangsook, Versley, Yannick, Zhang, Yanyan, Patel, Yash, Lu, Yen-Cheng, Pan, Yi, Yi-Hsiang, Lai, Hu, Yichen, Wang, Yida, Zhou, Yiheng, Xiang, Yilin, Shi, Ying, Wang, Ying, Galatzer, Yishai, Wang, Yongxin, Shen, Yorick, Sun, Yuchen, Purwatama, Yudi, Yue, Wu, Gu, Yue, Wang, Yuechun, Zeng, Yujun, Chen, Yuncong, Zhou, Yunke, Xie, Yusheng, Guy, Yvon, Ambrozinski, Zbigniew, Cai, Zhaowei, Zhang, Zhen, Wang, Zheng, Jin, Zhenghui, Zhao, Zhewei, Li, Zhiheng, Luo, Zhiheng, Zhang, Zhikang, Fang, Zhilin, Bu, Zhiqi, Wang, Zhiyuan, Li, Zhizhong, Wang, Zijian, Zimeng, Qiu, Li, Zishi
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence Computers and Society Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

_version_	1866913893624840192
author	AGI, Amazon Langford, Aaron Shah, Aayush Gupta, Abhanshu Bhatter, Abhimanyu Goyal, Abhinav Mathur, Abhinav Mohanty, Abhinav Kumar, Abhishek Sethi, Abhishek Komma, Abi Pena, Abner Jain, Achin Kunysz, Adam Opyrchal, Adam Singh, Adarsh Rawal, Aditya Prasad, Adok Achar Budihal de Gispert, Adrià Kumar, Agnika Aryamane, Aishwarya Nair, Ajay M, Akilan Iyengar, Akshaya Shanbhogue, Akshaya Vishnu Kudlu He, Alan Cervone, Alessandra Loeb, Alex Zhang, Alex Fu, Alexander Lisnichenko, Alexander Zhipa, Alexander Potamianos, Alexandros Kebarighotbi, Ali Daronkolaei, Aliakbar Parmesh, Alok Samra, Amanjot Kaur Khan, Ameen Rez, Amer Saffari, Amir Agarwalla, Amit Jhindal, Amit Mamidala, Amith Asmro, Ammar Ballakur, Amulya Mishra, Anand Sridharan, Anand Dubinina, Anastasiia Lenz, Andre Doerr, Andreas Keating, Andrew Leaver, Andrew Smith, Andrew Wirth, Andrew Davey, Andy Rosenbaum, Andy Sohn, Andy Chan, Angela Chakrabarti, Aniket Ramakrishna, Anil Roy, Anirban Iyer, Anita Narayan-Chen, Anjali Yennu, Ankith Dabrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anna Deoras, Anoop Bezruchkin, Anton Prasad, Anup Dewan, Anupam Kiran, Anwith Gupta, Apoorv Galstyan, Aram Manoharan, Aravind Biswas, Arijit Mandal, Arindam Gupta, Arpit Pathan, Arsamkhan Nagarajan, Arun Rajasekaram, Arushan Sundararajan, Arvind Ganesan, Ashwin Swaminathan, Ashwin Mouchtaris, Athanasios Champeau, Audrey Ray, Avik Jaiswal, Ayush Sharma, Ayush Keefer, Bailey Muthiah, Balamurugan Leon-Millan, Beatriz Koopman, Ben Li, Ben Biggs, Benjamin Ott, Benjamin Vinzamuri, Bhanu Venkatesh, Bharath Ganesh, Bhavana Vasani, Bhoomit Byrne, Bill Hsu, Bill Wang, Bincheng King, Blake Gorny, Blazej Feng, Bo Zheng, Bo Paul, Bodhisattwa Sun, Bofan Luo, Bofeng Chen, Bowen Xie, Bowen Yu, Boya Jugan, Brendan Panosh, Brett Collins, Brian Thompson, Brian Karakus, Can Liu, Can Lambrecht, Carl Lin, Carly Wang, Carolyn Yuan, Carrie Loyda, Casey Walczak, Cezary Choppa, Chalapathi Prakash, Chandana Satya Meas, Chankrisna Richy Peris, Charith Recaido, Charles Xu, Charlie Sharma, Charul Kernan, Chase Thanapirom, Chayut Su, Chengwei Xu, Chenhao Yin, Chenhao Ye, Chentao Tao, Chenyang Parameshwara, Chethan Chang, Ching-Yun Li, Chong Hench, Chris Tran, Chris Dupuy, Christophe Davis, Christopher DiPersio, Christopher Christodoulopoulos, Christos Li, Christy Chen, Chun Bovi, Claudio Delli Chung, Clement Hawkins, Cole Harris, Connor Ropell, Corey He, Cynthia Joo, DK Hwang, Dae Yon Rosen, Dan Elkind, Daniel Pressel, Daniel Zhang, Daniel Kimball, Danielle Sorokin, Daniil Goodell, Dave Modolo, Davide Zhu, Dawei Suresh, Deepikaa Ragha, Deepti Filimonov, Denis Kune, Denis Foo Rodriguez, Denis Romasanta Hazarika, Devamanyu Ram, Dhananjay Parkar, Dhawal Patel, Dhawal Desai, Dhwanil Rajput, Dinesh Singh Sule, Disha Singh, Diwakar Genzel, Dmitriy Goldenberg, Dolly He, Dongyi Hanciu, Dumitru Tharmal, Dushan Siankovich, Dzmitry Cikovic, Edi Abraham, Edwin Sabir, Ekraam Olson, Elliott Steven, Emmett Barut, Emre Jackson, Eric Wu, Ethan Chen, Evelyn Mahalingam, Ezhilan Triefenbach, Fabian Yang, Fan Liu, Fangyu Wu, Fanzi Tavakoli, Faraz Khozeimeh, Farhad Niu, Feiyang Hieber, Felix Li, Feng Elbey, Firat Krebs, Florian Saupe, Florian Sprünken, Florian Fan, Frank Khan, Furqan De Vincenzo, Gabriela Kang, Gagandeep Ding, George He, George Yeung, George Qaddoumi, Ghada Karamanolakis, Giannis Huybrechts, Goeric Maddali, Gokul Iglesias, Gonzalo McShane, Gordon Sahin, Gozde Huang, Guangtai Kwon, Gukyeong Sigurdsson, Gunnar A. Chadha, Gurpreet Kosuru, Gururaj Fuerstenau, Hagen Hah, Hah Maideen, Haja Hosokawa, Hajime Liu, Han Hsu, Han-Kai Wang, Hann Li, Hao Yang, Hao Zhu, Haofeng Fan, Haozheng Singh, Harman Kaluvala, Harshavardhan Saeed, Hashim Xie, He Feng, Helian Luo, Hendrix Pei, Hengzhi Nielsen, Henrik Ilati, Hesam Patel, Himanshu Li, Hongshan Lin, Hongzhou Raza, Hussain Cullinan, Ian Kiss, Imre Thangamani, Inbarasan Fadnavis, Indrayani Sorodoc, Ionut Teodor Ertuerk, Irem Yemialyanava, Iryna Soni, Ishan Jelal, Ismail Tse, Ivan FitzGerald, Jack Zhao, Jack Rothgeb, Jackson Lee, Jacky Jung, Jake Debski, Jakub Tomczak, Jakub Jeun, James Sanders, James Crowley, Jason Lee, Jay Paidy, Jayakrishna Anvesh Tiwari, Jayant Farmer, Jean Solinsky, Jeff Lau, Jenna Savareese, Jeremy Zagorski, Jerzy Dai, Ji Jiacheng Gu Li, Jiahui Jian Zheng Lu, Jianhua Wang, Jianhua Dai, Jiawei Mo, Jiawei Xu, Jiaxi Liang, Jie Yang, Jie Logan, Jim Majmudar, Jimit Liu, Jing Miao, Jinghong Yi, Jingru Jin, Jingyang Kao, Jiun-Yu Wang, Jixuan Wang, Jiyang Pemberton, Joe Carlson, Joel Blundell, Joey Chin-Jew, John He, John Ho, Jonathan Hueser, Jonathan Lunt, Jonathan Lee, Jooyoung Tan, Joshua Chatterjee, Joyjit Gaspers, Judith Wang, Jue Fang, Jun Tang, Jun Wan, Jun Wu, Jun Wang, Junlei Shi, Junyi Chiu, Justin Satriano, Justin Yee, Justin Dhamala, Jwala Bansal, Jyoti Zhen, Kai Chang, Kai-Wei Lin, Kaixiang Raman, Kalyan Sathyendra, Kanthashree Mysore Moroe, Karabo Bhandarkar, Karan Kothari, Karan Owczarzak, Karolina Gopalswamy, Karthick Ravi, Karthick Ramakrishnan, Karthik Arumugam, Karthika Mehta, Kartik Konczalska, Katarzyna Ravikumar, Kavya Tran, Ke Qin, Kechen Li, Kelin Li, Kelvin Kulkarni, Ketan Rodrigues, Kevin Angelo Patel, Keyur Abboud, Khadige Hajebi, Kiana Reiter, Klaus Schultz, Kris Anisetty, Krishna Kotnana, Krishna Li, Kristen Channamallikarjuna, Kruthi Jakubczyk, Krzysztof Pierewoj, Kuba Pal, Kunal Srivastav, Kunwar Bannerman, Kyle Poddar, Lahari Prasad, Lakshmi Tseng, Larry Naik, Laxmikant Vankadara, Leena Chennuru Minorics, Lenon Liu, Leo Lausen, Leonard Ribeiro, Leonardo F. R. Zhang, Li Gehorsam, Lili Qi, Ling Bauer, Lisa Knapp, Lori Zeng, Lu Tong, Lucas Wong, Lulu Chen, Luoxin Rudnicki, Maciej Namazifar, Mahdi Jaliminche, Mahesh Tanke, Maira Ladeira Gupta, Manasi Ahlawat, Mandeep Khanuja, Mani Sundaram, Mani Leyk, Marcin Momotko, Mariusz Boese, Markus Dreyer, Markus Mueller, Markus Fu, Mason Górski, Mateusz Mastalerczyk, Mateusz Mora, Matias Johnson, Matt Scott, Matt Wen, Matthew Barysau, Max Boumerdassi, Maya Krishnan, Maya Gupta, Mayank Hirani, Mayank Kulkarni, Mayank Narayanasamy, Meganathan Bradford, Melanie Gens, Melanie Burke, Melissa Jin, Meng Chen, Miao Denkowski, Michael Heymel, Michael Krestyaninov, Michael Obirek, Michal Wichorowska, Michalina Miotk, Michał Watroba, Milosz Hong, Mingyi Yu, Mingzhi Liu, Miranda Gouda, Mohamed El-Shabani, Mohammad Ghavamzadeh, Mohammad Bansal, Mohit Ziyadi, Morteza Xia, Nan Susanj, Nathan Bhasin, Nav Goswami, Neha Belgamwar, Nehal Anastassacos, Nicolas Bergeron, Nicolas Jain, Nidhi Jain, Nihal Chopparapu, Niharika Xu, Nik Strom, Nikko Malandrakis, Nikolaos Mishra, Nimisha Parkhi, Ninad Mehrabi, Ninareh Sant, Nishita Gupta, Nishtha Sekhar, Nitesh Rajeev, Nithin Chidambaram, Nithish Raja Dhar, Nitish Bhagwagar, Noor Konforty, Noy Babu, Omar Razavi, Omid Majumder, Orchid Dar, Osama Hsu, Oscar Kvitca, Pablo Pandey, Pallavi Seegmiller, Parker Lange, Patrick Ferraro, Paul Motwani, Payal Kharazmi, Pegah Wang, Pei Liu, Pengfei Bradtke, Peter Götz, Peter Zhou, Peter Wang, Pichao Poskart, Piotr Sonawane, Pooja Natarajan, Pradeep Ramadorai, Pradyun Shah, Pralam Nirantar, Prasad Chavali, Prasanthi Wanigasekara, Prashan Saraf, Prashant Dey, Prashun Pant, Pratyush Pradhan, Prerak Patel, Preyaa Dadlani, Priyanka Sadha, Prudhvee Narasimha Dong, Qi Hu, Qian Qiaozi Gao Liu, Qing Lam, Quinn Do, Quynh Manmatha, R. Willis, Rachel Liu, Rafael Ellert, Rafal Kalinski, Rafal Attrach, Rafi Al Prasad, Ragha Prasad, Ragini Kunani, Raguvir Gupta, Rahul Sharma, Rahul Tewari, Rahul Baskaran, Rajaganesh Singh, Rajan Gupta, Rajiv Reddy, Rajiv Das, Rajshekhar Chada, Rakesh Mahesh, Rakesh Vaideeswaran Chandrasekaran, Ram Nallapati, Ramesh Xue, Ran Gangadharaiah, Rashmi Rachakonda, Ravi Zhang, Renxian Blloshmi, Rexhina Agrawal, Rishabh Enyedi, Robert Lowe, Robert Shrestha, Robik Piramuthu, Robinson Asad, Rohail Khanna, Rohan Mukherjee, Rohan Mittal, Rohit Prasad, Rohit Kumar, Rohith Mysore Vijaya Diamant, Ron Gupta, Ruchita Li, Ruiwen Li, Ruoying Fegade, Rushabh Zhang, Ruxu Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan King, Ryan Iyer, Sabarishkumar Malick, Sachal Movaghati, Sahar Balakavi, Sai Jakka, Sai Paruvelli, Sai Kashyap Jayanthi, Sai Muralidhar Mujumdar, Saicharan Shriram Kapoor, Sainyam Beygi, Sajjad Dingliwal, Saket Soltan, Saleh Ricklin, Sam Tucker, Sam Sinha, Sameer Choudhary, Samridhi Tan, Samson Broscheit, Samuel Schulter, Samuel Agarwal, Sanchit Atluri, Sandeep Valstar, Sander Shankar, Sanjana Sanyukta, Sanyukta Khanna, Sarthak Khetrapal, Sarvpriye Janakiraman, Satish Shah, Saumil Akolkar, Saurabh Giri, Saurabh Khandelwal, Saurabh Pawar, Saurabh Sahu, Saurabh Huang, Sean Ra, Sejun Gopal, Senthilkumar Dobroshinsky, Sergei Saba, Shadi Roy, Shamik Lal, Shamit Ananthakrishnan, Shankar Li, Sharon Srijan, Shashwat Bhide, Shekhar Tang, Sheng Long Zha, Sheng Oraby, Shereen Mostafa, Sherif Li, Shiqi Bharathi, Shishir Prakash, Shivam Huang, Shiyuan Yembarwar, Shreya Pansare, Shreyas Subramanian, Shreyas Joshi, Shrijeet Liu, Shuai Tang, Shuai Chandak, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shubham Yang, Shuo S, Siddalingesha D Choudhary, Siddharth Senger, Siddharth Singh Babb, Simon Moeini, Sina Deng, Siqi Loganathan, Siva Domagala, Slawomir Narkar, Sneha Wadhwa, Sneha Zhang, Songyang Jiang, Songyao Trenous, Sony Sarkar, Soumajyoti Saha, Soumya Reddy, Sourabh Dokania, Sourav Sandiri, Spurthideepika Matsoukas, Spyros Bodapati, Sravan Wdaru, Sri Harsha Reddy Venkateshdatta, Sridevi Yagati Ronanki, Srikanth Veeravanallur, Srinivasan R Venkatapathy, Sriram Sankaraguru, Sriramprabhu Gorantla, Sruthi Karuturi, Sruthi Schroedl, Stefan Rongali, Subendhu Kundu, Subhasis Shakiah, Suhaila Tiwari, Sukriti Bharti, Sumit Sami, Sumita Mathew, Sumith Yu, Sunny Kim, Sunwoo Malode, Suraj Bajirao Riel, Susana Cumplido Palod, Swapnil Roy, Swastik Furqhan, Syed Chung, Tagyoung Yoshitani, Takuma Yang, Taojiannan Chillakura, Tejaswi Bajwa, Tejwant Lajumoke, Temi Tran, Thanh Gueudre, Thomas Jung, Thomas Li, Tianhui Seemman, Tim Leffel, Timothy Xiang, Tingting Patel, Tirth Domhan, Tobias Falke, Tobias Guo, Toby Li, Tom Horszczaruk, Tomasz Jedynak, Tomasz Kulkarni, Tushar Marin, Tyst Metrycki, Tytus Wang, Tzu-Yen Jain, Umang Singh, Upendra Chirimar, Utkarsh Gupta, Vaibhav Shah, Vanshil Deshpande, Varad Gunjal, Varad Srikeshava, Varsha Vivek, Varsha Bharadwaj, Varun Gangal, Varun Kumar, Varun Elango, Venkatesh Ordonez, Vicente Soto, Victor Radhakrishnan, Vignesh Patel, Vihang Singh, Vikram Kolanuvada, Vinay Varma Kumar, Vinayshekhar Bannihatti Auvray, Vincent Cartillier, Vincent Ponzo, Vincent Peng, Violet Khandelwal, Vishal Naik, Vishal Sahasrabudhe, Vishvesh Korolev, Vitaliy Gokuladas, Vivek Madan, Vivek Subramanian, Vivek Cevher, Volkan Gupta, Vrinda Hamza, Wael Zhang, Wei Ruan, Weitong Cheng, Weiwei Zhang, Wen Zhao, Wenbo Yao, Wenyan Ouyang, Wenzhuo Dashner, Wesley Campbell, William Lin, William Martin, Willian Pearson, Wyatt Jiang, Xiang Lu, Xiangxing Shi, Xiangyang Peng, Xianwen Gao, Xiaofeng Jiang, Xiaoge Fei, Xiaohan Wang, Xiaohui Zhou, Xiaozhou Joey Feng, Xin Zhao, Xinyan Wang, Xinyao Li, Xinyu Zhang, Xu Wang, Xuan Fu, Xuandi Yuan, Xueling Wang, Xuning Rao, Yadunandana Tavizon, Yair Rossiytsev, Yan Chen, Yanbei Liu, Yang Zou, Yang Park, Yangsook Versley, Yannick Zhang, Yanyan Patel, Yash Lu, Yen-Cheng Pan, Yi Yi-Hsiang Lai Hu, Yichen Wang, Yida Zhou, Yiheng Xiang, Yilin Shi, Ying Wang, Ying Galatzer, Yishai Wang, Yongxin Shen, Yorick Sun, Yuchen Purwatama, Yudi Yue Wu Gu, Yue Wang, Yuechun Zeng, Yujun Chen, Yuncong Zhou, Yunke Xie, Yusheng Guy, Yvon Ambrozinski, Zbigniew Cai, Zhaowei Zhang, Zhen Wang, Zheng Jin, Zhenghui Zhao, Zhewei Li, Zhiheng Luo, Zhiheng Zhang, Zhikang Fang, Zhilin Bu, Zhiqi Wang, Zhiyuan Li, Zhizhong Wang, Zijian Zimeng Qiu Li, Zishi
author_facet	AGI, Amazon Langford, Aaron Shah, Aayush Gupta, Abhanshu Bhatter, Abhimanyu Goyal, Abhinav Mathur, Abhinav Mohanty, Abhinav Kumar, Abhishek Sethi, Abhishek Komma, Abi Pena, Abner Jain, Achin Kunysz, Adam Opyrchal, Adam Singh, Adarsh Rawal, Aditya Prasad, Adok Achar Budihal de Gispert, Adrià Kumar, Agnika Aryamane, Aishwarya Nair, Ajay M, Akilan Iyengar, Akshaya Shanbhogue, Akshaya Vishnu Kudlu He, Alan Cervone, Alessandra Loeb, Alex Zhang, Alex Fu, Alexander Lisnichenko, Alexander Zhipa, Alexander Potamianos, Alexandros Kebarighotbi, Ali Daronkolaei, Aliakbar Parmesh, Alok Samra, Amanjot Kaur Khan, Ameen Rez, Amer Saffari, Amir Agarwalla, Amit Jhindal, Amit Mamidala, Amith Asmro, Ammar Ballakur, Amulya Mishra, Anand Sridharan, Anand Dubinina, Anastasiia Lenz, Andre Doerr, Andreas Keating, Andrew Leaver, Andrew Smith, Andrew Wirth, Andrew Davey, Andy Rosenbaum, Andy Sohn, Andy Chan, Angela Chakrabarti, Aniket Ramakrishna, Anil Roy, Anirban Iyer, Anita Narayan-Chen, Anjali Yennu, Ankith Dabrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anna Deoras, Anoop Bezruchkin, Anton Prasad, Anup Dewan, Anupam Kiran, Anwith Gupta, Apoorv Galstyan, Aram Manoharan, Aravind Biswas, Arijit Mandal, Arindam Gupta, Arpit Pathan, Arsamkhan Nagarajan, Arun Rajasekaram, Arushan Sundararajan, Arvind Ganesan, Ashwin Swaminathan, Ashwin Mouchtaris, Athanasios Champeau, Audrey Ray, Avik Jaiswal, Ayush Sharma, Ayush Keefer, Bailey Muthiah, Balamurugan Leon-Millan, Beatriz Koopman, Ben Li, Ben Biggs, Benjamin Ott, Benjamin Vinzamuri, Bhanu Venkatesh, Bharath Ganesh, Bhavana Vasani, Bhoomit Byrne, Bill Hsu, Bill Wang, Bincheng King, Blake Gorny, Blazej Feng, Bo Zheng, Bo Paul, Bodhisattwa Sun, Bofan Luo, Bofeng Chen, Bowen Xie, Bowen Yu, Boya Jugan, Brendan Panosh, Brett Collins, Brian Thompson, Brian Karakus, Can Liu, Can Lambrecht, Carl Lin, Carly Wang, Carolyn Yuan, Carrie Loyda, Casey Walczak, Cezary Choppa, Chalapathi Prakash, Chandana Satya Meas, Chankrisna Richy Peris, Charith Recaido, Charles Xu, Charlie Sharma, Charul Kernan, Chase Thanapirom, Chayut Su, Chengwei Xu, Chenhao Yin, Chenhao Ye, Chentao Tao, Chenyang Parameshwara, Chethan Chang, Ching-Yun Li, Chong Hench, Chris Tran, Chris Dupuy, Christophe Davis, Christopher DiPersio, Christopher Christodoulopoulos, Christos Li, Christy Chen, Chun Bovi, Claudio Delli Chung, Clement Hawkins, Cole Harris, Connor Ropell, Corey He, Cynthia Joo, DK Hwang, Dae Yon Rosen, Dan Elkind, Daniel Pressel, Daniel Zhang, Daniel Kimball, Danielle Sorokin, Daniil Goodell, Dave Modolo, Davide Zhu, Dawei Suresh, Deepikaa Ragha, Deepti Filimonov, Denis Kune, Denis Foo Rodriguez, Denis Romasanta Hazarika, Devamanyu Ram, Dhananjay Parkar, Dhawal Patel, Dhawal Desai, Dhwanil Rajput, Dinesh Singh Sule, Disha Singh, Diwakar Genzel, Dmitriy Goldenberg, Dolly He, Dongyi Hanciu, Dumitru Tharmal, Dushan Siankovich, Dzmitry Cikovic, Edi Abraham, Edwin Sabir, Ekraam Olson, Elliott Steven, Emmett Barut, Emre Jackson, Eric Wu, Ethan Chen, Evelyn Mahalingam, Ezhilan Triefenbach, Fabian Yang, Fan Liu, Fangyu Wu, Fanzi Tavakoli, Faraz Khozeimeh, Farhad Niu, Feiyang Hieber, Felix Li, Feng Elbey, Firat Krebs, Florian Saupe, Florian Sprünken, Florian Fan, Frank Khan, Furqan De Vincenzo, Gabriela Kang, Gagandeep Ding, George He, George Yeung, George Qaddoumi, Ghada Karamanolakis, Giannis Huybrechts, Goeric Maddali, Gokul Iglesias, Gonzalo McShane, Gordon Sahin, Gozde Huang, Guangtai Kwon, Gukyeong Sigurdsson, Gunnar A. Chadha, Gurpreet Kosuru, Gururaj Fuerstenau, Hagen Hah, Hah Maideen, Haja Hosokawa, Hajime Liu, Han Hsu, Han-Kai Wang, Hann Li, Hao Yang, Hao Zhu, Haofeng Fan, Haozheng Singh, Harman Kaluvala, Harshavardhan Saeed, Hashim Xie, He Feng, Helian Luo, Hendrix Pei, Hengzhi Nielsen, Henrik Ilati, Hesam Patel, Himanshu Li, Hongshan Lin, Hongzhou Raza, Hussain Cullinan, Ian Kiss, Imre Thangamani, Inbarasan Fadnavis, Indrayani Sorodoc, Ionut Teodor Ertuerk, Irem Yemialyanava, Iryna Soni, Ishan Jelal, Ismail Tse, Ivan FitzGerald, Jack Zhao, Jack Rothgeb, Jackson Lee, Jacky Jung, Jake Debski, Jakub Tomczak, Jakub Jeun, James Sanders, James Crowley, Jason Lee, Jay Paidy, Jayakrishna Anvesh Tiwari, Jayant Farmer, Jean Solinsky, Jeff Lau, Jenna Savareese, Jeremy Zagorski, Jerzy Dai, Ji Jiacheng Gu Li, Jiahui Jian Zheng Lu, Jianhua Wang, Jianhua Dai, Jiawei Mo, Jiawei Xu, Jiaxi Liang, Jie Yang, Jie Logan, Jim Majmudar, Jimit Liu, Jing Miao, Jinghong Yi, Jingru Jin, Jingyang Kao, Jiun-Yu Wang, Jixuan Wang, Jiyang Pemberton, Joe Carlson, Joel Blundell, Joey Chin-Jew, John He, John Ho, Jonathan Hueser, Jonathan Lunt, Jonathan Lee, Jooyoung Tan, Joshua Chatterjee, Joyjit Gaspers, Judith Wang, Jue Fang, Jun Tang, Jun Wan, Jun Wu, Jun Wang, Junlei Shi, Junyi Chiu, Justin Satriano, Justin Yee, Justin Dhamala, Jwala Bansal, Jyoti Zhen, Kai Chang, Kai-Wei Lin, Kaixiang Raman, Kalyan Sathyendra, Kanthashree Mysore Moroe, Karabo Bhandarkar, Karan Kothari, Karan Owczarzak, Karolina Gopalswamy, Karthick Ravi, Karthick Ramakrishnan, Karthik Arumugam, Karthika Mehta, Kartik Konczalska, Katarzyna Ravikumar, Kavya Tran, Ke Qin, Kechen Li, Kelin Li, Kelvin Kulkarni, Ketan Rodrigues, Kevin Angelo Patel, Keyur Abboud, Khadige Hajebi, Kiana Reiter, Klaus Schultz, Kris Anisetty, Krishna Kotnana, Krishna Li, Kristen Channamallikarjuna, Kruthi Jakubczyk, Krzysztof Pierewoj, Kuba Pal, Kunal Srivastav, Kunwar Bannerman, Kyle Poddar, Lahari Prasad, Lakshmi Tseng, Larry Naik, Laxmikant Vankadara, Leena Chennuru Minorics, Lenon Liu, Leo Lausen, Leonard Ribeiro, Leonardo F. R. Zhang, Li Gehorsam, Lili Qi, Ling Bauer, Lisa Knapp, Lori Zeng, Lu Tong, Lucas Wong, Lulu Chen, Luoxin Rudnicki, Maciej Namazifar, Mahdi Jaliminche, Mahesh Tanke, Maira Ladeira Gupta, Manasi Ahlawat, Mandeep Khanuja, Mani Sundaram, Mani Leyk, Marcin Momotko, Mariusz Boese, Markus Dreyer, Markus Mueller, Markus Fu, Mason Górski, Mateusz Mastalerczyk, Mateusz Mora, Matias Johnson, Matt Scott, Matt Wen, Matthew Barysau, Max Boumerdassi, Maya Krishnan, Maya Gupta, Mayank Hirani, Mayank Kulkarni, Mayank Narayanasamy, Meganathan Bradford, Melanie Gens, Melanie Burke, Melissa Jin, Meng Chen, Miao Denkowski, Michael Heymel, Michael Krestyaninov, Michael Obirek, Michal Wichorowska, Michalina Miotk, Michał Watroba, Milosz Hong, Mingyi Yu, Mingzhi Liu, Miranda Gouda, Mohamed El-Shabani, Mohammad Ghavamzadeh, Mohammad Bansal, Mohit Ziyadi, Morteza Xia, Nan Susanj, Nathan Bhasin, Nav Goswami, Neha Belgamwar, Nehal Anastassacos, Nicolas Bergeron, Nicolas Jain, Nidhi Jain, Nihal Chopparapu, Niharika Xu, Nik Strom, Nikko Malandrakis, Nikolaos Mishra, Nimisha Parkhi, Ninad Mehrabi, Ninareh Sant, Nishita Gupta, Nishtha Sekhar, Nitesh Rajeev, Nithin Chidambaram, Nithish Raja Dhar, Nitish Bhagwagar, Noor Konforty, Noy Babu, Omar Razavi, Omid Majumder, Orchid Dar, Osama Hsu, Oscar Kvitca, Pablo Pandey, Pallavi Seegmiller, Parker Lange, Patrick Ferraro, Paul Motwani, Payal Kharazmi, Pegah Wang, Pei Liu, Pengfei Bradtke, Peter Götz, Peter Zhou, Peter Wang, Pichao Poskart, Piotr Sonawane, Pooja Natarajan, Pradeep Ramadorai, Pradyun Shah, Pralam Nirantar, Prasad Chavali, Prasanthi Wanigasekara, Prashan Saraf, Prashant Dey, Prashun Pant, Pratyush Pradhan, Prerak Patel, Preyaa Dadlani, Priyanka Sadha, Prudhvee Narasimha Dong, Qi Hu, Qian Qiaozi Gao Liu, Qing Lam, Quinn Do, Quynh Manmatha, R. Willis, Rachel Liu, Rafael Ellert, Rafal Kalinski, Rafal Attrach, Rafi Al Prasad, Ragha Prasad, Ragini Kunani, Raguvir Gupta, Rahul Sharma, Rahul Tewari, Rahul Baskaran, Rajaganesh Singh, Rajan Gupta, Rajiv Reddy, Rajiv Das, Rajshekhar Chada, Rakesh Mahesh, Rakesh Vaideeswaran Chandrasekaran, Ram Nallapati, Ramesh Xue, Ran Gangadharaiah, Rashmi Rachakonda, Ravi Zhang, Renxian Blloshmi, Rexhina Agrawal, Rishabh Enyedi, Robert Lowe, Robert Shrestha, Robik Piramuthu, Robinson Asad, Rohail Khanna, Rohan Mukherjee, Rohan Mittal, Rohit Prasad, Rohit Kumar, Rohith Mysore Vijaya Diamant, Ron Gupta, Ruchita Li, Ruiwen Li, Ruoying Fegade, Rushabh Zhang, Ruxu Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan King, Ryan Iyer, Sabarishkumar Malick, Sachal Movaghati, Sahar Balakavi, Sai Jakka, Sai Paruvelli, Sai Kashyap Jayanthi, Sai Muralidhar Mujumdar, Saicharan Shriram Kapoor, Sainyam Beygi, Sajjad Dingliwal, Saket Soltan, Saleh Ricklin, Sam Tucker, Sam Sinha, Sameer Choudhary, Samridhi Tan, Samson Broscheit, Samuel Schulter, Samuel Agarwal, Sanchit Atluri, Sandeep Valstar, Sander Shankar, Sanjana Sanyukta, Sanyukta Khanna, Sarthak Khetrapal, Sarvpriye Janakiraman, Satish Shah, Saumil Akolkar, Saurabh Giri, Saurabh Khandelwal, Saurabh Pawar, Saurabh Sahu, Saurabh Huang, Sean Ra, Sejun Gopal, Senthilkumar Dobroshinsky, Sergei Saba, Shadi Roy, Shamik Lal, Shamit Ananthakrishnan, Shankar Li, Sharon Srijan, Shashwat Bhide, Shekhar Tang, Sheng Long Zha, Sheng Oraby, Shereen Mostafa, Sherif Li, Shiqi Bharathi, Shishir Prakash, Shivam Huang, Shiyuan Yembarwar, Shreya Pansare, Shreyas Subramanian, Shreyas Joshi, Shrijeet Liu, Shuai Tang, Shuai Chandak, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shubham Yang, Shuo S, Siddalingesha D Choudhary, Siddharth Senger, Siddharth Singh Babb, Simon Moeini, Sina Deng, Siqi Loganathan, Siva Domagala, Slawomir Narkar, Sneha Wadhwa, Sneha Zhang, Songyang Jiang, Songyao Trenous, Sony Sarkar, Soumajyoti Saha, Soumya Reddy, Sourabh Dokania, Sourav Sandiri, Spurthideepika Matsoukas, Spyros Bodapati, Sravan Wdaru, Sri Harsha Reddy Venkateshdatta, Sridevi Yagati Ronanki, Srikanth Veeravanallur, Srinivasan R Venkatapathy, Sriram Sankaraguru, Sriramprabhu Gorantla, Sruthi Karuturi, Sruthi Schroedl, Stefan Rongali, Subendhu Kundu, Subhasis Shakiah, Suhaila Tiwari, Sukriti Bharti, Sumit Sami, Sumita Mathew, Sumith Yu, Sunny Kim, Sunwoo Malode, Suraj Bajirao Riel, Susana Cumplido Palod, Swapnil Roy, Swastik Furqhan, Syed Chung, Tagyoung Yoshitani, Takuma Yang, Taojiannan Chillakura, Tejaswi Bajwa, Tejwant Lajumoke, Temi Tran, Thanh Gueudre, Thomas Jung, Thomas Li, Tianhui Seemman, Tim Leffel, Timothy Xiang, Tingting Patel, Tirth Domhan, Tobias Falke, Tobias Guo, Toby Li, Tom Horszczaruk, Tomasz Jedynak, Tomasz Kulkarni, Tushar Marin, Tyst Metrycki, Tytus Wang, Tzu-Yen Jain, Umang Singh, Upendra Chirimar, Utkarsh Gupta, Vaibhav Shah, Vanshil Deshpande, Varad Gunjal, Varad Srikeshava, Varsha Vivek, Varsha Bharadwaj, Varun Gangal, Varun Kumar, Varun Elango, Venkatesh Ordonez, Vicente Soto, Victor Radhakrishnan, Vignesh Patel, Vihang Singh, Vikram Kolanuvada, Vinay Varma Kumar, Vinayshekhar Bannihatti Auvray, Vincent Cartillier, Vincent Ponzo, Vincent Peng, Violet Khandelwal, Vishal Naik, Vishal Sahasrabudhe, Vishvesh Korolev, Vitaliy Gokuladas, Vivek Madan, Vivek Subramanian, Vivek Cevher, Volkan Gupta, Vrinda Hamza, Wael Zhang, Wei Ruan, Weitong Cheng, Weiwei Zhang, Wen Zhao, Wenbo Yao, Wenyan Ouyang, Wenzhuo Dashner, Wesley Campbell, William Lin, William Martin, Willian Pearson, Wyatt Jiang, Xiang Lu, Xiangxing Shi, Xiangyang Peng, Xianwen Gao, Xiaofeng Jiang, Xiaoge Fei, Xiaohan Wang, Xiaohui Zhou, Xiaozhou Joey Feng, Xin Zhao, Xinyan Wang, Xinyao Li, Xinyu Zhang, Xu Wang, Xuan Fu, Xuandi Yuan, Xueling Wang, Xuning Rao, Yadunandana Tavizon, Yair Rossiytsev, Yan Chen, Yanbei Liu, Yang Zou, Yang Park, Yangsook Versley, Yannick Zhang, Yanyan Patel, Yash Lu, Yen-Cheng Pan, Yi Yi-Hsiang Lai Hu, Yichen Wang, Yida Zhou, Yiheng Xiang, Yilin Shi, Ying Wang, Ying Galatzer, Yishai Wang, Yongxin Shen, Yorick Sun, Yuchen Purwatama, Yudi Yue Wu Gu, Yue Wang, Yuechun Zeng, Yujun Chen, Yuncong Zhou, Yunke Xie, Yusheng Guy, Yvon Ambrozinski, Zbigniew Cai, Zhaowei Zhang, Zhen Wang, Zheng Jin, Zhenghui Zhao, Zhewei Li, Zhiheng Luo, Zhiheng Zhang, Zhikang Fang, Zhilin Bu, Zhiqi Wang, Zhiyuan Li, Zhizhong Wang, Zijian Zimeng Qiu Li, Zishi
contents	We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks. Amazon Nova Lite is a low-cost multimodal model that is lightning fast for processing images, video, documents and text. Amazon Nova Micro is a text-only model that delivers our lowest-latency responses at very low cost. Amazon Nova Canvas is an image generation model that creates professional grade images with rich customization controls. Amazon Nova Reel is a video generation model offering high-quality outputs, customization, and motion control. Our models were built responsibly and with a commitment to customer trust, security, and reliability. We report benchmarking results for core capabilities, agentic performance, long context, functional adaptation, runtime performance, and human evaluation.
format	Preprint
id	arxiv_https___arxiv_org_abs_2506_12103
institution	arXiv
publishDate	2025
record_format	arxiv
spellingShingle	The Amazon Nova Family of Models: Technical Report and Model Card AGI, Amazon Langford, Aaron Shah, Aayush Gupta, Abhanshu Bhatter, Abhimanyu Goyal, Abhinav Mathur, Abhinav Mohanty, Abhinav Kumar, Abhishek Sethi, Abhishek Komma, Abi Pena, Abner Jain, Achin Kunysz, Adam Opyrchal, Adam Singh, Adarsh Rawal, Aditya Prasad, Adok Achar Budihal de Gispert, Adrià Kumar, Agnika Aryamane, Aishwarya Nair, Ajay M, Akilan Iyengar, Akshaya Shanbhogue, Akshaya Vishnu Kudlu He, Alan Cervone, Alessandra Loeb, Alex Zhang, Alex Fu, Alexander Lisnichenko, Alexander Zhipa, Alexander Potamianos, Alexandros Kebarighotbi, Ali Daronkolaei, Aliakbar Parmesh, Alok Samra, Amanjot Kaur Khan, Ameen Rez, Amer Saffari, Amir Agarwalla, Amit Jhindal, Amit Mamidala, Amith Asmro, Ammar Ballakur, Amulya Mishra, Anand Sridharan, Anand Dubinina, Anastasiia Lenz, Andre Doerr, Andreas Keating, Andrew Leaver, Andrew Smith, Andrew Wirth, Andrew Davey, Andy Rosenbaum, Andy Sohn, Andy Chan, Angela Chakrabarti, Aniket Ramakrishna, Anil Roy, Anirban Iyer, Anita Narayan-Chen, Anjali Yennu, Ankith Dabrowska, Anna Gawlowska, Anna Rumshisky, Anna Turek, Anna Deoras, Anoop Bezruchkin, Anton Prasad, Anup Dewan, Anupam Kiran, Anwith Gupta, Apoorv Galstyan, Aram Manoharan, Aravind Biswas, Arijit Mandal, Arindam Gupta, Arpit Pathan, Arsamkhan Nagarajan, Arun Rajasekaram, Arushan Sundararajan, Arvind Ganesan, Ashwin Swaminathan, Ashwin Mouchtaris, Athanasios Champeau, Audrey Ray, Avik Jaiswal, Ayush Sharma, Ayush Keefer, Bailey Muthiah, Balamurugan Leon-Millan, Beatriz Koopman, Ben Li, Ben Biggs, Benjamin Ott, Benjamin Vinzamuri, Bhanu Venkatesh, Bharath Ganesh, Bhavana Vasani, Bhoomit Byrne, Bill Hsu, Bill Wang, Bincheng King, Blake Gorny, Blazej Feng, Bo Zheng, Bo Paul, Bodhisattwa Sun, Bofan Luo, Bofeng Chen, Bowen Xie, Bowen Yu, Boya Jugan, Brendan Panosh, Brett Collins, Brian Thompson, Brian Karakus, Can Liu, Can Lambrecht, Carl Lin, Carly Wang, Carolyn Yuan, Carrie Loyda, Casey Walczak, Cezary Choppa, Chalapathi Prakash, Chandana Satya Meas, Chankrisna Richy Peris, Charith Recaido, Charles Xu, Charlie Sharma, Charul Kernan, Chase Thanapirom, Chayut Su, Chengwei Xu, Chenhao Yin, Chenhao Ye, Chentao Tao, Chenyang Parameshwara, Chethan Chang, Ching-Yun Li, Chong Hench, Chris Tran, Chris Dupuy, Christophe Davis, Christopher DiPersio, Christopher Christodoulopoulos, Christos Li, Christy Chen, Chun Bovi, Claudio Delli Chung, Clement Hawkins, Cole Harris, Connor Ropell, Corey He, Cynthia Joo, DK Hwang, Dae Yon Rosen, Dan Elkind, Daniel Pressel, Daniel Zhang, Daniel Kimball, Danielle Sorokin, Daniil Goodell, Dave Modolo, Davide Zhu, Dawei Suresh, Deepikaa Ragha, Deepti Filimonov, Denis Kune, Denis Foo Rodriguez, Denis Romasanta Hazarika, Devamanyu Ram, Dhananjay Parkar, Dhawal Patel, Dhawal Desai, Dhwanil Rajput, Dinesh Singh Sule, Disha Singh, Diwakar Genzel, Dmitriy Goldenberg, Dolly He, Dongyi Hanciu, Dumitru Tharmal, Dushan Siankovich, Dzmitry Cikovic, Edi Abraham, Edwin Sabir, Ekraam Olson, Elliott Steven, Emmett Barut, Emre Jackson, Eric Wu, Ethan Chen, Evelyn Mahalingam, Ezhilan Triefenbach, Fabian Yang, Fan Liu, Fangyu Wu, Fanzi Tavakoli, Faraz Khozeimeh, Farhad Niu, Feiyang Hieber, Felix Li, Feng Elbey, Firat Krebs, Florian Saupe, Florian Sprünken, Florian Fan, Frank Khan, Furqan De Vincenzo, Gabriela Kang, Gagandeep Ding, George He, George Yeung, George Qaddoumi, Ghada Karamanolakis, Giannis Huybrechts, Goeric Maddali, Gokul Iglesias, Gonzalo McShane, Gordon Sahin, Gozde Huang, Guangtai Kwon, Gukyeong Sigurdsson, Gunnar A. Chadha, Gurpreet Kosuru, Gururaj Fuerstenau, Hagen Hah, Hah Maideen, Haja Hosokawa, Hajime Liu, Han Hsu, Han-Kai Wang, Hann Li, Hao Yang, Hao Zhu, Haofeng Fan, Haozheng Singh, Harman Kaluvala, Harshavardhan Saeed, Hashim Xie, He Feng, Helian Luo, Hendrix Pei, Hengzhi Nielsen, Henrik Ilati, Hesam Patel, Himanshu Li, Hongshan Lin, Hongzhou Raza, Hussain Cullinan, Ian Kiss, Imre Thangamani, Inbarasan Fadnavis, Indrayani Sorodoc, Ionut Teodor Ertuerk, Irem Yemialyanava, Iryna Soni, Ishan Jelal, Ismail Tse, Ivan FitzGerald, Jack Zhao, Jack Rothgeb, Jackson Lee, Jacky Jung, Jake Debski, Jakub Tomczak, Jakub Jeun, James Sanders, James Crowley, Jason Lee, Jay Paidy, Jayakrishna Anvesh Tiwari, Jayant Farmer, Jean Solinsky, Jeff Lau, Jenna Savareese, Jeremy Zagorski, Jerzy Dai, Ji Jiacheng Gu Li, Jiahui Jian Zheng Lu, Jianhua Wang, Jianhua Dai, Jiawei Mo, Jiawei Xu, Jiaxi Liang, Jie Yang, Jie Logan, Jim Majmudar, Jimit Liu, Jing Miao, Jinghong Yi, Jingru Jin, Jingyang Kao, Jiun-Yu Wang, Jixuan Wang, Jiyang Pemberton, Joe Carlson, Joel Blundell, Joey Chin-Jew, John He, John Ho, Jonathan Hueser, Jonathan Lunt, Jonathan Lee, Jooyoung Tan, Joshua Chatterjee, Joyjit Gaspers, Judith Wang, Jue Fang, Jun Tang, Jun Wan, Jun Wu, Jun Wang, Junlei Shi, Junyi Chiu, Justin Satriano, Justin Yee, Justin Dhamala, Jwala Bansal, Jyoti Zhen, Kai Chang, Kai-Wei Lin, Kaixiang Raman, Kalyan Sathyendra, Kanthashree Mysore Moroe, Karabo Bhandarkar, Karan Kothari, Karan Owczarzak, Karolina Gopalswamy, Karthick Ravi, Karthick Ramakrishnan, Karthik Arumugam, Karthika Mehta, Kartik Konczalska, Katarzyna Ravikumar, Kavya Tran, Ke Qin, Kechen Li, Kelin Li, Kelvin Kulkarni, Ketan Rodrigues, Kevin Angelo Patel, Keyur Abboud, Khadige Hajebi, Kiana Reiter, Klaus Schultz, Kris Anisetty, Krishna Kotnana, Krishna Li, Kristen Channamallikarjuna, Kruthi Jakubczyk, Krzysztof Pierewoj, Kuba Pal, Kunal Srivastav, Kunwar Bannerman, Kyle Poddar, Lahari Prasad, Lakshmi Tseng, Larry Naik, Laxmikant Vankadara, Leena Chennuru Minorics, Lenon Liu, Leo Lausen, Leonard Ribeiro, Leonardo F. R. Zhang, Li Gehorsam, Lili Qi, Ling Bauer, Lisa Knapp, Lori Zeng, Lu Tong, Lucas Wong, Lulu Chen, Luoxin Rudnicki, Maciej Namazifar, Mahdi Jaliminche, Mahesh Tanke, Maira Ladeira Gupta, Manasi Ahlawat, Mandeep Khanuja, Mani Sundaram, Mani Leyk, Marcin Momotko, Mariusz Boese, Markus Dreyer, Markus Mueller, Markus Fu, Mason Górski, Mateusz Mastalerczyk, Mateusz Mora, Matias Johnson, Matt Scott, Matt Wen, Matthew Barysau, Max Boumerdassi, Maya Krishnan, Maya Gupta, Mayank Hirani, Mayank Kulkarni, Mayank Narayanasamy, Meganathan Bradford, Melanie Gens, Melanie Burke, Melissa Jin, Meng Chen, Miao Denkowski, Michael Heymel, Michael Krestyaninov, Michael Obirek, Michal Wichorowska, Michalina Miotk, Michał Watroba, Milosz Hong, Mingyi Yu, Mingzhi Liu, Miranda Gouda, Mohamed El-Shabani, Mohammad Ghavamzadeh, Mohammad Bansal, Mohit Ziyadi, Morteza Xia, Nan Susanj, Nathan Bhasin, Nav Goswami, Neha Belgamwar, Nehal Anastassacos, Nicolas Bergeron, Nicolas Jain, Nidhi Jain, Nihal Chopparapu, Niharika Xu, Nik Strom, Nikko Malandrakis, Nikolaos Mishra, Nimisha Parkhi, Ninad Mehrabi, Ninareh Sant, Nishita Gupta, Nishtha Sekhar, Nitesh Rajeev, Nithin Chidambaram, Nithish Raja Dhar, Nitish Bhagwagar, Noor Konforty, Noy Babu, Omar Razavi, Omid Majumder, Orchid Dar, Osama Hsu, Oscar Kvitca, Pablo Pandey, Pallavi Seegmiller, Parker Lange, Patrick Ferraro, Paul Motwani, Payal Kharazmi, Pegah Wang, Pei Liu, Pengfei Bradtke, Peter Götz, Peter Zhou, Peter Wang, Pichao Poskart, Piotr Sonawane, Pooja Natarajan, Pradeep Ramadorai, Pradyun Shah, Pralam Nirantar, Prasad Chavali, Prasanthi Wanigasekara, Prashan Saraf, Prashant Dey, Prashun Pant, Pratyush Pradhan, Prerak Patel, Preyaa Dadlani, Priyanka Sadha, Prudhvee Narasimha Dong, Qi Hu, Qian Qiaozi Gao Liu, Qing Lam, Quinn Do, Quynh Manmatha, R. Willis, Rachel Liu, Rafael Ellert, Rafal Kalinski, Rafal Attrach, Rafi Al Prasad, Ragha Prasad, Ragini Kunani, Raguvir Gupta, Rahul Sharma, Rahul Tewari, Rahul Baskaran, Rajaganesh Singh, Rajan Gupta, Rajiv Reddy, Rajiv Das, Rajshekhar Chada, Rakesh Mahesh, Rakesh Vaideeswaran Chandrasekaran, Ram Nallapati, Ramesh Xue, Ran Gangadharaiah, Rashmi Rachakonda, Ravi Zhang, Renxian Blloshmi, Rexhina Agrawal, Rishabh Enyedi, Robert Lowe, Robert Shrestha, Robik Piramuthu, Robinson Asad, Rohail Khanna, Rohan Mukherjee, Rohan Mittal, Rohit Prasad, Rohit Kumar, Rohith Mysore Vijaya Diamant, Ron Gupta, Ruchita Li, Ruiwen Li, Ruoying Fegade, Rushabh Zhang, Ruxu Arbow, Ryan Chen, Ryan Gabbard, Ryan Hoium, Ryan King, Ryan Iyer, Sabarishkumar Malick, Sachal Movaghati, Sahar Balakavi, Sai Jakka, Sai Paruvelli, Sai Kashyap Jayanthi, Sai Muralidhar Mujumdar, Saicharan Shriram Kapoor, Sainyam Beygi, Sajjad Dingliwal, Saket Soltan, Saleh Ricklin, Sam Tucker, Sam Sinha, Sameer Choudhary, Samridhi Tan, Samson Broscheit, Samuel Schulter, Samuel Agarwal, Sanchit Atluri, Sandeep Valstar, Sander Shankar, Sanjana Sanyukta, Sanyukta Khanna, Sarthak Khetrapal, Sarvpriye Janakiraman, Satish Shah, Saumil Akolkar, Saurabh Giri, Saurabh Khandelwal, Saurabh Pawar, Saurabh Sahu, Saurabh Huang, Sean Ra, Sejun Gopal, Senthilkumar Dobroshinsky, Sergei Saba, Shadi Roy, Shamik Lal, Shamit Ananthakrishnan, Shankar Li, Sharon Srijan, Shashwat Bhide, Shekhar Tang, Sheng Long Zha, Sheng Oraby, Shereen Mostafa, Sherif Li, Shiqi Bharathi, Shishir Prakash, Shivam Huang, Shiyuan Yembarwar, Shreya Pansare, Shreyas Subramanian, Shreyas Joshi, Shrijeet Liu, Shuai Tang, Shuai Chandak, Shubham Garg, Shubham Katiyar, Shubham Mehta, Shubham Srivastav, Shubham Yang, Shuo S, Siddalingesha D Choudhary, Siddharth Senger, Siddharth Singh Babb, Simon Moeini, Sina Deng, Siqi Loganathan, Siva Domagala, Slawomir Narkar, Sneha Wadhwa, Sneha Zhang, Songyang Jiang, Songyao Trenous, Sony Sarkar, Soumajyoti Saha, Soumya Reddy, Sourabh Dokania, Sourav Sandiri, Spurthideepika Matsoukas, Spyros Bodapati, Sravan Wdaru, Sri Harsha Reddy Venkateshdatta, Sridevi Yagati Ronanki, Srikanth Veeravanallur, Srinivasan R Venkatapathy, Sriram Sankaraguru, Sriramprabhu Gorantla, Sruthi Karuturi, Sruthi Schroedl, Stefan Rongali, Subendhu Kundu, Subhasis Shakiah, Suhaila Tiwari, Sukriti Bharti, Sumit Sami, Sumita Mathew, Sumith Yu, Sunny Kim, Sunwoo Malode, Suraj Bajirao Riel, Susana Cumplido Palod, Swapnil Roy, Swastik Furqhan, Syed Chung, Tagyoung Yoshitani, Takuma Yang, Taojiannan Chillakura, Tejaswi Bajwa, Tejwant Lajumoke, Temi Tran, Thanh Gueudre, Thomas Jung, Thomas Li, Tianhui Seemman, Tim Leffel, Timothy Xiang, Tingting Patel, Tirth Domhan, Tobias Falke, Tobias Guo, Toby Li, Tom Horszczaruk, Tomasz Jedynak, Tomasz Kulkarni, Tushar Marin, Tyst Metrycki, Tytus Wang, Tzu-Yen Jain, Umang Singh, Upendra Chirimar, Utkarsh Gupta, Vaibhav Shah, Vanshil Deshpande, Varad Gunjal, Varad Srikeshava, Varsha Vivek, Varsha Bharadwaj, Varun Gangal, Varun Kumar, Varun Elango, Venkatesh Ordonez, Vicente Soto, Victor Radhakrishnan, Vignesh Patel, Vihang Singh, Vikram Kolanuvada, Vinay Varma Kumar, Vinayshekhar Bannihatti Auvray, Vincent Cartillier, Vincent Ponzo, Vincent Peng, Violet Khandelwal, Vishal Naik, Vishal Sahasrabudhe, Vishvesh Korolev, Vitaliy Gokuladas, Vivek Madan, Vivek Subramanian, Vivek Cevher, Volkan Gupta, Vrinda Hamza, Wael Zhang, Wei Ruan, Weitong Cheng, Weiwei Zhang, Wen Zhao, Wenbo Yao, Wenyan Ouyang, Wenzhuo Dashner, Wesley Campbell, William Lin, William Martin, Willian Pearson, Wyatt Jiang, Xiang Lu, Xiangxing Shi, Xiangyang Peng, Xianwen Gao, Xiaofeng Jiang, Xiaoge Fei, Xiaohan Wang, Xiaohui Zhou, Xiaozhou Joey Feng, Xin Zhao, Xinyan Wang, Xinyao Li, Xinyu Zhang, Xu Wang, Xuan Fu, Xuandi Yuan, Xueling Wang, Xuning Rao, Yadunandana Tavizon, Yair Rossiytsev, Yan Chen, Yanbei Liu, Yang Zou, Yang Park, Yangsook Versley, Yannick Zhang, Yanyan Patel, Yash Lu, Yen-Cheng Pan, Yi Yi-Hsiang Lai Hu, Yichen Wang, Yida Zhou, Yiheng Xiang, Yilin Shi, Ying Wang, Ying Galatzer, Yishai Wang, Yongxin Shen, Yorick Sun, Yuchen Purwatama, Yudi Yue Wu Gu, Yue Wang, Yuechun Zeng, Yujun Chen, Yuncong Zhou, Yunke Xie, Yusheng Guy, Yvon Ambrozinski, Zbigniew Cai, Zhaowei Zhang, Zhen Wang, Zheng Jin, Zhenghui Zhao, Zhewei Li, Zhiheng Luo, Zhiheng Zhang, Zhikang Fang, Zhilin Bu, Zhiqi Wang, Zhiyuan Li, Zhizhong Wang, Zijian Zimeng Qiu Li, Zishi Artificial Intelligence Computers and Society Machine Learning We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highly-capable multimodal model with the best combination of accuracy, speed, and cost for a wide range of tasks. Amazon Nova Lite is a low-cost multimodal model that is lightning fast for processing images, video, documents and text. Amazon Nova Micro is a text-only model that delivers our lowest-latency responses at very low cost. Amazon Nova Canvas is an image generation model that creates professional grade images with rich customization controls. Amazon Nova Reel is a video generation model offering high-quality outputs, customization, and motion control. Our models were built responsibly and with a commitment to customer trust, security, and reliability. We report benchmarking results for core capabilities, agentic performance, long context, functional adaptation, runtime performance, and human evaluation.
title	The Amazon Nova Family of Models: Technical Report and Model Card
topic	Artificial Intelligence Computers and Society Machine Learning
url	https://arxiv.org/abs/2506.12103