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Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Fuente: arXiv

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Détails bibliographiques
Auteurs principaux:	Comanici, Gheorghe, Bieber, Eric, Schaekermann, Mike, Pasupat, Ice, Sachdeva, Noveen, Dhillon, Inderjit, Blistein, Marcel, Ram, Ori, Zhang, Dan, Rosen, Evan, Marris, Luke, Petulla, Sam, Gaffney, Colin, Aharoni, Asaf, Lintz, Nathan, Pais, Tiago Cardal, Jacobsson, Henrik, Szpektor, Idan, Jiang, Nan-Jiang, Haridasan, Krishna, Omran, Ahmed, Saunshi, Nikunj, Bahri, Dara, Mishra, Gaurav, Chu, Eric, Boyd, Toby, Hekman, Brad, Parisi, Aaron, Zhang, Chaoyi, Kawintiranon, Kornraphop, Bedrax-Weiss, Tania, Wang, Oliver, Xu, Ya, Purkiss, Ollie, Mendlovic, Uri, Deutel, Ilaï, Nguyen, Nam, Langley, Adam, Korn, Flip, Rossazza, Lucia, Ramé, Alexandre, Waghmare, Sagar, Miller, Helen, Byrd, Nathan, Sheshan, Ashrith, Hadsell, Raia, Bhardwaj, Sangnie, Janus, Pawel, Rissa, Tero, Horgan, Dan, Abdagic, Alvin, Belenki, Lior, Allingham, James, Singh, Anima, Guidroz, Theo, Srinivasan, Srivatsan, Schmit, Herman, Chiafullo, Kristen, Elisseeff, Andre, Jha, Nilpa, Kolhar, Prateek, Berrada, Leonard, Ding, Frank, Si, Xiance, Mallick, Shrestha Basu, Och, Franz, Erell, Sofia, Ni, Eric, Latkar, Tejasi, Yang, Sherry, Sirkovic, Petar, Feng, Ziqiang, Leland, Robert, Hornung, Rachel, Wu, Gang, Blundell, Charles, Alvari, Hamidreza, Huang, Po-Sen, Yip, Cathy, Deur, Sanja, Liu, Li, Surita, Gabriela, Duque, Pablo, Damen, Dima, Jia, Johnson, Guez, Arthur, Mircea, Markus, Sinha, Animesh, Magni, Alberto, Stradomski, Paweł, Marian, Tal, Galić, Vlado, Chen, Wenhu, Husain, Hisham, Singhal, Achintya, Grewe, Dominik, Aubet, François-Xavier, Song, Shuang, Blanco, Lorenzo, Rechis, Leland, Ho, Lewis, Munoz, Rich, Zheng, Kelvin, Hamrick, Jessica, Mather, Kevin, Taitelbaum, Hagai, Rutherford, Eliza, Lei, Yun, Chen, Kuangyuan, Shukla, Anand, Moreira, Erica, Doi, Eric, Isik, Berivan, Shabat, Nir, Rogozińska, Dominika, Kolipaka, Kashyap, Chang, Jason, Vušak, Eugen, Venkatachary, Srinivasan, Noghabi, Shadi, Bharti, Tarun, Jun, Younghoon, Zaks, Aleksandr, Green, Simon, Challagundla, Jeshwanth, Wong, William, Mohammad, Muqthar, Hirsch, Dean, Cheng, Yong, Naim, Iftekhar, Proleev, Lev, Vincent, Damien, Singh, Aayush, Krikun, Maxim, Krishnan, Dilip, Ghahramani, Zoubin, Atias, Aviel, Aggarwal, Rajeev, Kirov, Christo, Vytiniotis, Dimitrios, Koh, Christy, Chronopoulou, Alexandra, Dogra, Pawan, Ion, Vlad-Doru, Tyen, Gladys, Lee, Jason, Weissenberger, Felix, Strohman, Trevor, Balakrishna, Ashwin, Rae, Jack, Velic, Marko, de Liedekerke, Raoul, Elyada, Oded, Yuan, Wentao, Liu, Canoee, Shani, Lior, Kishchenko, Sergey, Alessio, Bea, Li, Yandong, Song, Richard, Kwei, Sam, Jankowski, Orion, Pappu, Aneesh, Namiki, Youhei, Ma, Yenai, Tripuraneni, Nilesh, Cherry, Colin, Ikonomidis, Marissa, Ling, Yu-Cheng, Ji, Colin, Westberg, Beka, Wright, Auriel, Yu, Da, Parkinson, David, Ramaswamy, Swaroop, Connor, Jerome, Yeganeh, Soheil Hassas, Grover, Snchit, Kenwright, George, Litchev, Lubo, Apps, Chris, Tomala, Alex, Halim, Felix, Castro-Ros, Alex, Li, Zefei, Boral, Anudhyan, Sho, Pauline, Yarom, Michal, Malmi, Eric, Klinghoffer, David, Lin, Rebecca, Ansell, Alan, S, Pradeep Kumar, Zhao, Shubin, Zuo, Siqi, Santoro, Adam, Cheng, Heng-Tze, Demmessie, Solomon, Liu, Yuchi, Brichtova, Nicole, Culp, Allie, Braun, Nathaniel, Graur, Dan, Ng, Will, Mehta, Nikhil, Phillips, Aaron, Sundberg, Patrik, Godbole, Varun, Liu, Fangyu, Katariya, Yash, Rim, David, Seyedhosseini, Mojtaba, Ammirati, Sean, Valfridsson, Jonas, Malihi, Mahan, Knight, Timothy, Toor, Andeep, Lampe, Thomas, Ittycheriah, Abe, Chiang, Lewis, Yeung, Chak, Fréchette, Alexandre, Rao, Jinmeng, Wang, Huisheng, Srivastava, Himanshu, Zhang, Richard, Rhodes, Rocky, Brand, Ariel, Weesner, Dean, Figotin, Ilya, Gimeno, Felix, Fellinger, Rachana, Marcenac, Pierre, Leal, José, Marcus, Eyal, Cotruta, Victor, Cabrera, Rodrigo, Luo, Sheryl, Garrette, Dan, Axelrod, Vera, Baltateanu, Sorin, Barker, David, Chen, Dongkai, Toma, Horia, Ingram, Ben, Riesa, Jason, Kulkarni, Chinmay, Zhang, Yujing, Liu, Hongbin, Wang, Chao, Polacek, Martin, Wu, Will, Hui, Kai, Reyes, Adrian N, Su, Yi, Barnes, Megan, Malhi, Ishaan, Siddiqui, Anfal, Feng, Qixuan, Damaschin, Mihai, Pighin, Daniele, Steiner, Andreas, Yang, Samuel, Boppana, Ramya Sree, Ivanov, Simeon, Kandoor, Arun, Shah, Aditya, Mujika, Asier, Huang, Da, Choquette-Choo, Christopher A., Patel, Mohak, Yu, Tianhe, Creswell, Toni, Jerry, Liu, Barros, Catarina, Razeghi, Yasaman, Roy, Aurko, Culliton, Phil, Xiong, Binbin, Pan, Jiaqi, Strohmann, Thomas, Powell, Tolly, Seal, Babi, DeCarlo, Doug, Shyam, Pranav, Katircioglu, Kaan, Wang, Xuezhi, Hardin, Cassidy, Odisho, Immanuel, Broder, Josef, Chang, Oscar, Nair, Arun, Shtefan, Artem, O'Brien, Maura, Agarwal, Manu, Potluri, Sahitya, Goyal, Siddharth, Jhindal, Amit, Thakur, Saksham, Stuken, Yury, Lyon, James, Toutanova, Kristina, Feng, Fangxiaoyu, Wu, Austin, Horn, Ben, Wang, Alek, Cullum, Alex, Taubman, Gabe, Shrivastava, Disha, Shi, Chongyang, Tomlinson, Hamish, Patel, Roma, Tu, Tao, Oflazer, Ada Maksutaj, Pongetti, Francesco, Yang, Mingyao, Taïga, Adrien Ali, Perot, Vincent, Pierse, Nuo Wang, Han, Feng, Drori, Yoel, Iturrate, Iñaki, Chakrabarti, Ayan, Yeung, Legg, Dopson, Dave, Chen, Yi-ting, Kulshreshtha, Apoorv, Guo, Tongfei, Pham, Philip, Schuster, Tal, Chen, Junquan, Polozov, Alex, Xing, Jinwei, Zhou, Huanjie, Kacham, Praneeth, Kukliansky, Doron, Miech, Antoine, Yaroshenko, Sergey, Chi, Ed, Douglas, Sholto, Fei, Hongliang, Blondel, Mathieu, Myla, Preethi, Madmoni, Lior, Wu, Xing, Keysers, Daniel, Kjems, Kristian, Albuquerque, Isabela, Yu, Lijun, D'sa, Joel, Plantan, Michelle, Ionescu, Vlad, Elias, Jaume Sanchez, Gupta, Abhirut, Vuyyuru, Manish Reddy, Alcober, Fred, Zhou, Tong, Ji, Kaiyang, Hartmann, Florian, Puttagunta, Subha, Song, Hugo, Amid, Ehsan, Stefanoiu, Anca, Lee, Andrew, Pucciarelli, Paul, Wang, Emma, Raul, Amit, Petrov, Slav, Tian, Isaac, Anklin, Valentin, Nti, Nana, Gomes, Victor, Schumacher, Max, Vesom, Grace, Panagopoulos, Alex, Bousmalis, Konstantinos, Andor, Daniel, Jacob, Josh, Zhang, Yuan, Rosgen, Bill, Kecman, Matija, Tung, Matthew, Belias, Alexandra, Goodman, Noah, Covington, Paul, Wieder, Brian, Saxena, Nikita, Davoodi, Elnaz, Huang, Muhuan, Maddineni, Sharath, Roulet, Vincent, Campbell-Ajala, Folawiyo, Sessa, Pier Giuseppe, Xintian, Wu, Lai, Guangda, Collins, Paul, Haig, Alex, Sakenas, Vytenis, Xu, Xiaowei, Giustina, Marissa, Shafey, Laurent El, Charoenpanit, Pichi, Garg, Shefali, Ainslie, Joshua, Severson, Boone, Arenas, Montse Gonzalez, Pathak, Shreya, Rajayogam, Sujee, Feng, Jie, Bakker, Michiel, Li, Sheng, Wichers, Nevan, Rogers, Jamie, Geng, Xinyang, Li, Yeqing, Jagerman, Rolf, Jia, Chao, Olmert, Nadav, Sharon, David, Mauger, Matthew, Mariserla, Sandeep, Ma, Hongxu, Mohabey, Megha, Kim, Kyuyeun, Andreev, Alek, Pollom, Scott, Love, Juliette, Jain, Vihan, Agrawal, Priyanka, Schroecker, Yannick, Fortin, Alisa, Warmuth, Manfred, Liu, Ji, Leach, Andrew, Blok, Irina, Girirajan, Ganesh Poomal, Aharoni, Roee, Uria, Benigno, Sozanschi, Andrei, Goldberg, Dan, Ionita, Lucian, Ribeiro, Marco Tulio, Zlocha, Martin, Birodkar, Vighnesh, Lachgar, Sami, Yuan, Liangzhe, Choudhury, Himadri, Ginsberg, Matt, Zheng, Fei, Dibb, Gregory, Graves, Emily, Lokhande, Swachhand, Rasskin, Gabriel, Muraru, George-Cristian, Quick, Corbin, Tata, Sandeep, Sermanet, Pierre, Chawla, Aditya, Karo, Itay, Wang, Yan, Zhang, Susan, Keller, Orgad, Dragan, Anca, Su, Guolong, Chou, Ian, Liu, Xi, Tao, Yiqing, Prabhakara, Shruthi, Wilson, Marc, Liu, Ruibo, Wang, Shibo, Evans, Georgie, Du, David, Castaño, Alfonso, Prasad, Gautam, Mahdy, Mona El, Gerlach, Sebastian, Reid, Machel, Kahn, Jarrod, Zait, Amir, Pillai, Thanumalayan Sankaranarayana, Ulrich, Thatcher, Wang, Guanyu, Wassenberg, Jan, Farkash, Efrat, Yalasangi, Kiran, Wang, Congchao, Bauza, Maria, Bucher, Simon, Liu, Ting, Yan, Jun, Leung, Gary, Sindhwani, Vikas, Barnes, Parker, Singh, Avi, Jurin, Ivan, Chang, Jichuan, Bhumihar, Niket Kumar, Eiger, Sivan, Citovsky, Gui, Withbroe, Ben, Li, Zhang, Xue, Siyang, Santo, Niccolò Dal, Stoyanov, Georgi, Raimond, Yves, Zheng, Steven, Gao, Yilin, Listík, Vít, Kwasiborski, Sławek, Saputro, Rachel, Ozturel, Adnan, Mallya, Ganesh, Majmundar, Kushal, West, Ross, Caron, Paul, Wei, Jinliang, Castrejon, Lluis, Vikram, Sharad, Ramachandran, Deepak, Dhawan, Nikhil, Park, Jiho, Smoot, Sara, Driessche, George van den, Blau, Yochai, Malik, Chase, Liang, Wei, Hirsch, Roy, Santos, Cicero Nogueira dos, Weinstein, Eugene, Oord, Aäron van den, Lall, Sid, FitzGerald, Nicholas, Jiang, Zixuan, Yang, Xuan, Webster, Dale, Elqursh, Ali, Pope, Aedan, Rotival, Georges, Raposo, David, Zhu, Wanzheng, Dean, Jeff, Alabed, Sami, Tran, Dustin, Gupta, Arushi, Gleicher, Zach, Austin, Jessica, Rosseel, Edouard, Umekar, Megh, Das, Dipanjan, Sun, Yinghao, Chen, Kai, Misiunas, Karolis, Zhou, Xiang, Di, Yixian, Loo, Alyssa, Newlan, Josh, Li, Bo, Ramasesh, Vinay, Xu, Ying, Chen, Alex, Gandhe, Sudeep, Soricut, Radu, Gupta, Nikita, Hu, Shuguang, El-Sayed, Seliem, Garcia, Xavier, Brusilovsky, Idan, Chen, Pu-Chin, Bolt, Andrew, Huang, Lu, Gurney, Alex, Zhang, Zhiying, Pritzel, Alexander, Wilkiewicz, Jarek, Seybold, Bryan, Shamanna, Bhargav Kanagal, Fischer, Felix, Dean, Josef, Gill, Karan, Mcilroy, Ross, Bhowmick, Abhishek, Selier, Jeremy, Yang, Antoine, Cheng, Derek, Magay, Vladimir, Tan, Jie, Varma, Dhriti, Walder, Christian, Kocisky, Tomas, Nakashima, Ryo, Natsev, Paul, Kwong, Mike, Gog, Ionel, Zhang, Chiyuan, Dieleman, Sander, Jimma, Thomas, Ryabtsev, Andrey, Brahma, Siddhartha, Steiner, David, Du, Dayou, Žužul, Ante, Žanić, Mislav, Raghavachari, Mukund, Gierke, Willi, Zheng, Zeyu, Petrova, Dessie, Dauphin, Yann, Liu, Yuchuan, Kessler, Ido, Hand, Steven, Duvarney, Chris, Kim, Seokhwan, Lee, Hyo, Hussenot, Léonard, Hui, Jeffrey, Smith, Josh, Jain, Deepali, Xia, Jiawei, Tomar, Gaurav Singh, Amiri, Keyvan, Phan, Du, Fuchs, Fabian, Weyand, Tobias, Tomasev, Nenad, Cordell, Alexandra, Liu, Xin, Mallinson, Jonathan, Joshi, Pankaj, Crawford, Andy, Suggala, Arun, Chien, Steve, Fernando, Nick, Sanchez-Vargas, Mariella, Williams, Duncan, Crone, Phil, Luo, Xiyang, Karpov, Igor, Shan, Jyn, Thurk, Terry, Strudel, Robin, Voigtlaender, Paul, Patil, Piyush, Dozat, Tim, Khodaei, Ali, Singla, Sahil, Ambroszczyk, Piotr, Wu, Qiyin, Chang, Yifan, Roark, Brian, Hegde, Chaitra, Ding, Tianli, Filos, Angelos, Wu, Zhongru, Pinto, André Susano, Liu, Shuang, Khanna, Saarthak, Pandey, Aditya, Mcloughlin, Siobhan, Li, Qiujia, Haves, Sam, Zhou, Allan, Buchatskaya, Elena, Leal, Isabel, de Boursac, Peter, Akazawa, Nami, Anderson, Nina, Chen, Terry, Somandepalli, Krishna, Liang, Chen, Goenka, Sheela, Winkler, Stephanie, Grushetsky, Alexander, Ding, Yifan, Smith, Jamie, Ye, Fan, Pont-Tuset, Jordi, Li, Eric, Li, Ruichao, Golany, Tomer, Wegner, Dawid, Jiang, Tao, Barak, Omer, Shangguan, Yuan, Vértes, Eszter, Wong, Renee, Bornschein, Jörg, Tudor, Alex, Bevilacqua, Michele, Schaul, Tom, Rawat, Ankit Singh, Zhao, Yang, Axiotis, Kyriakos, Meng, Lei, McLean, Cory, Lai, Jonathan, Beattie, Jennifer, Kushman, Nate, Liu, Yaxin, Kutzman, Blair, Lang, Fiona, Ye, Jingchen, Netrapalli, Praneeth, Mishra, Pushkar, Khan, Myriam, Goel, Megha, Willoughby, Rob, Tian, David, Zhuang, Honglei, Chen, JD, Tsai, Zak, Kementsietsidis, Tasos, Khare, Arjun, Keeling, James, Xu, Keyang, Waters, Nathan, Altché, Florent, Popat, Ashok, Mittal, Bhavishya, Saxton, David, Badawy, Dalia El, Mathieu, Michael, Zheng, Zheng, Zhou, Hao, Ranka, Nishant, Shin, Richard, Duan, Qingnan, Salimans, Tim, Mihailescu, Ioana, Shaham, Uri, Chang, Ming-Wei, Assael, Yannis, Dikkala, Nishanth, Izzard, Martin, Cohen-Addad, Vincent, Graves, Cat, Feinberg, Vlad, Chung, Grace, Strouse, DJ, Karmon, Danny, Sharifzadeh, Sahand, Ashwood, Zoe, Pham, Khiem, Blanton, Jon, Vasiloff, Alex, Barber, Jarred, Geller, Mark, Zhou, Aurick, Zubach, Fedir, Huang, Tzu-Kuo, Zhang, Lei, Gupta, Himanshu, Young, Matt, Proskurnia, Julia, Votel, Ronny, Gabeur, Valentin, Barcik, Gabriel, Tripathi, Aditya, Yu, Hongkun, Yan, Geng, Changpinyo, Beer, Pavetić, Filip, Coyle, Amy, Fujii, Yasuhisa, Mendez, Jorge Gonzalez, Zhou, Tianhao, Rajamani, Harish, Hechtman, Blake, Cao, Eddie, Juan, Da-Cheng, Tan, Yi-Xuan, Dalibard, Valentin, Du, Yilun, Clay, Natalie, Yao, Kaisheng, Jia, Wenhao, Vijaykumar, Dimple, Zhou, Yuxiang, Bai, Xinyi, Hung, Wei-Chih, Pecht, Steven, Todorov, Georgi, Khadke, Nikhil, Gupta, Pramod, Lahoti, Preethi, Autef, Arnaud, Duddu, Karthik, Lee-Thorp, James, Bykovsky, Alexander, Misiunas, Tautvydas, Flennerhag, Sebastian, Thangaraj, Santhosh, McGiffin, Jed, Nado, Zack, Kunesch, Markus, Noever, Andreas, Hertz, Amir, Liang, Marco, Stone, Victor, Palmer, Evan, Daruki, Samira, Pramanik, Arijit, Põder, Siim, Kyker, Austin, Khan, Mina, Sluzhaev, Evgeny, Ritter, Marvin, Ruderman, Avraham, Zhou, Wenlei, Nagpal, Chirag, Vodrahalli, Kiran, Necula, George, Barham, Paul, Pavlick, Ellie, Hartford, Jay, Shafran, Izhak, Zhao, Long, Mikuła, Maciej, Eccles, Tom, Shimokawa, Hidetoshi, Garg, Kanav, Vilnis, Luke, Chen, Hanwen, Shumailov, Ilia, Lee, Kuang-Huei, Abdelhamed, Abdelrahman, Xie, Meiyan, Cohen, Vered, Hlavnova, Ester, Malkin, Dan, Sitawarin, Chawin, Lottes, James, Coquinot, Pauline, Yu, Tianli, Kumar, Sandeep, Zhang, Jingwei, Mahendru, Aroma, Ahmed, Zafarali, Martens, James, Chen, Tao, Boag, Aviel, Peng, Daiyi, Devin, Coline, Klimovskiy, Arseniy, Phuong, Mary, Vainstein, Danny, Xie, Jin, Ramabhadran, Bhuvana, Howard, Nathan, Yu, Xinxin, Goswami, Gitartha, Cui, Jingyu, Shleifer, Sam, Pinto, Mario, Yeh, Chih-Kuan, Yang, Ming-Hsuan, Javanmardi, Sara, Ethier, Dan, Lee, Chace, Orbay, Jordi, Kotecha, Suyog, Bromberg, Carla, Shaw, Pete, Thornton, James, Rosenthal, Adi Gerzi, Gu, Shane, Thomas, Matt, Gemp, Ian, Ayyar, Aditya, Ushio, Asahi, Selvan, Aarush, Wee, Joel, Liu, Chenxi, Majzoubi, Maryam, Yu, Weiren, Abernethy, Jake, Liechty, Tyler, Pan, Renke, Nguyen, Hoang, Qiong, Hu, Perrin, Sarah, Arora, Abhinav, Pitler, Emily, Wang, Weiyi, Shivakumar, Kaushik, Prost, Flavien, Limonchik, Ben, Wang, Jing, Gao, Yi, Cour, Timothee, Buch, Shyamal, Gui, Huan, Ivanova, Maria, Neubeck, Philipp, Chan, Kelvin, Kim, Lucy, Chen, Huizhong, Goyal, Naman, Chung, Da-Woon, Liu, Lu, Su, Yao, Petrushkina, Anastasia, Shen, Jiajun, Joulin, Armand, Xu, Yuanzhong, Lin, Stein Xudong, Kulizhskaya, Yana, Chelba, Ciprian, Vasudevan, Shobha, Collins, Eli, Bashlovkina, Vasilisa, Lu, Tony, Fritz, Doug, Park, Jongbin, Zhou, Yanqi, Su, Chen, Tanburn, Richard, Sushkov, Mikhail, Rasquinha, Mitchelle, Li, Jinning, Prendki, Jennifer, Li, Yiming, LV, Pallavi, Sharma, Shriya, Fitoussi, Hen, Huang, Hui, Dai, Andrew, Dao, Phuong, Burrows, Mike, Prior, Henry, Qin, Danfeng, Pundak, Golan, Sjoesund, Lars Lowe, Khurshudov, Art, Zhu, Zhenkai, Webson, Albert, Kemp, Elizabeth, Tan, Tat, Agrawal, Saurabh, Sargsyan, Susie, Cheng, Liqun, Stephan, Jim, Kwiatkowski, Tom, Reid, David, Byravan, Arunkumar, Michaely, Assaf Hurwitz, Heess, Nicolas, Zhou, Luowei, Goenka, Sonam, Carpenter, Viral, Levskaya, Anselm, Wang, Bo, Roberts, Reed, Leblond, Rémi, Chikkerur, Sharat, Ginzburg, Stav, Chang, Max, Riachi, Robert, Chuqiao, Xu, Borsos, Zalán, Pliskin, Michael, Pawar, Julia, Lustman, Morgane, Kirkwood, Hannah, Anand, Ankit, Chaudhary, Aditi, Kalb, Norbert, Milan, Kieran, Augenstein, Sean, Goldie, Anna, Prince, Laurel, Raman, Karthik, Sun, Yanhua, Xia, Vivian, Cohen, Aaron, Huo, Zhouyuan, Camp, Josh, Ellis, Seher, Zilka, Lukas, Torres, David Vilar, Patel, Lisa, Arora, Sho, Chan, Betty, Adler, Jonas, Ayoub, Kareem, Liang, Jacky, Jamil, Fayaz, Jiang, Jiepu, Baumgartner, Simon, Sun, Haitian, Karov, Yael, Akulov, Yaroslav, Zheng, Hui, Cai, Irene, Fantacci, Claudio, Rubin, James, Acha, Alex Rav, Wang, Mengchao, D'Souza, Nina, Sathyanarayana, Rohit, Dai, Shengyang, Rowe, Simon, Simanovsky, Andrey, Goldman, Omer, Kuang, Yuheng, Pan, Xiaoyue, Rosenberg, Andrew, Rojas-Esponda, Tania, Dutta, Praneet, Zeng, Amy, Jurenka, Irina, Farquhar, Greg, Bansal, Yamini, Iqbal, Shariq, Roelofs, Becca, Joung, Ga-Young, Beak, Parker, Ryu, Changwan, Poplin, Ryan, Wu, Yan, Alayrac, Jean-Baptiste, Buthpitiya, Senaka, Ronneberger, Olaf, Habtegebriel, Caleb, Li, Wei, Cavallaro, Paul, Wei, Aurora, Bensky, Guy, Denk, Timo, Ganapathy, Harish, Stanway, Jeff, Joshi, Pratik, Bertolini, Francesco, Lo, Jessica, Ma, Olivia, Charles, Zachary, Sampemane, Geta, Sahni, Himanshu, Chen, Xu, Askham, Harry, Gaddy, David, Young, Peter, Tan, Jiewen, Eyal, Matan, Bražinskas, Arthur, Zhong, Li, Wu, Zhichun, Epstein, Mark, Bailey, Kai, Hard, Andrew, Lee, Kamyu, Goldshtein, Sasha, Ruiz, Alex, Badawi, Mohammed, Lochbrunner, Matthias, Kearns, JK, Brown, Ashley, Pardo, Fabio, Weber, Theophane, Yang, Haichuan, Jiang, Pan-Pan, Akin, Berkin, Fu, Zhao, Wainwright, Marcus, Zou, Chi, Gaba, Meenu, Manzagol, Pierre-Antoine, Kan, Wendy, Song, Yang, Zainullina, Karina, Lin, Rui, Ko, Jeongwoo, Deshmukh, Salil, Jindal, Apoorv, Svensson, James, Tyam, Divya, Zhao, Heri, Kaeser-Chen, Christine, Baird, Scott, Moradi, Pooya, Hall, Jamie, Guo, Qiuchen, Tsang, Vincent, Liang, Bowen, Pereira, Fernando, Ganesh, Suhas, Korotkov, Ivan, Adamek, Jakub, Thiagarajan, Sridhar, Tran, Vinh, Chen, Charles, Tar, Chris, Jain, Sanil, Dasgupta, Ishita, Bilal, Taylan, Reitter, David, Zhao, Kai, Vezzani, Giulia, Gehman, Yasmin, Mehta, Pulkit, Beltrone, Lauren, Dotiwalla, Xerxes, Guadarrama, Sergio, Abbas, Zaheer, Karp, Stefani, Georgiev, Petko, Ferng, Chun-Sung, Brockschmidt, Marc, Peng, Liqian, Hirnschall, Christoph, Verma, Vikas, Bi, Yingying, Xiao, Ying, Dabush, Avigail, Xu, Kelvin, Wallis, Phil, Parker, Randall, Wang, Qifei, Xu, Yang, Safarli, Ilkin, Tewari, Dinesh, Zhang, Yin, Kim, Seungyeon, Gesmundo, Andrea, Thomas, Mackenzie, Levi, Sergey, Chowdhury, Ahmed, Rao, Kanishka, Garst, Peter, Conway-Rahman, Sam, Ran, Helen, McKinney, Kay, Xiao, Zhisheng, Yu, Wenhao, Agrawal, Rohan, Stjerngren, Axel, Ionescu, Catalin, Chen, Jingjing, Sharma, Vivek, Chiu, Justin, Liu, Fei, Franko, Ken, Sanford, Clayton, Cai, Xingyu, Michel, Paul, Ganapathy, Sanjay, Labanowski, Jane, Garrett, Zachary, Vargas, Ben, Sun, Sean, 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Huang, Ronny, Lavrenko, Victor, Eleryan, Ahmed, Hong, Zhi, Hansen, Steven, Carthy, Sara Mc, Samanta, Bidisha, Ćevid, Domagoj, Wang, Xin, Li, Fangtao, Voznesensky, Michael, Hoffman, Matt, Terzis, Andreas, Sehwag, Vikash, Fidel, Gil, He, Luheng, Cai, Mu, He, Yanzhang, Feng, Alex, Nikoltchev, Martin, Phatale, Samrat, Chase, Jason, Lawton, Rory, Zhang, Ming, Ouyang, Tom, Tragut, Manuel, Manshadi, Mehdi Hafezi, Narayanan, Arjun, Shen, Jiaming, Gao, Xu, Bolukbasi, Tolga, Roy, Nick, Li, Xin, Golovin, Daniel, Panait, Liviu, Qin, Zhen, Han, Guangxing, Anthony, Thomas, Kudugunta, Sneha, Patraucean, Viorica, Ray, Aniket, Chen, Xinyun, Yang, Xiaochen, Bhatia, Tanuj, Talluri, Pranav, Morris, Alex, Ražnatović, Andrija, Brownfield, Bethanie, An, James, Peng, Sheng, Kane, Patrick, Zheng, Ce, Duduta, Nico, Kessinger, Joshua, Noraky, James, Liu, Siqi, Rong, Keran, Veličković, Petar, Rush, Keith, Goldin, Alex, Wei, Fanny, Garlapati, Shiva Mohan Reddy, Pantofaru, Caroline, Kwon, Okwan, Ni, Jianmo, Noland, 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Zheng, Yanyan, Poklukar, Petra, Mikhalap, Ales, Johnson, Dale, Vijayakumar, Anitha, Omernick, Mark, Dibb, Matt, Dubey, Ayush, Hu, Qiong, Suman, Apurv, Aggarwal, Vaibhav, Kornakov, Ilya, Xia, Fei, Lowe, Wing, Kolganov, Alexey, Xiao, Ted, Nikolaev, Vitaly, Hemingray, Steven, Li, Bonnie, Iljazi, Joana, Rybiński, Mikołaj, Sandhu, Ballie, Lu, Peggy, Luong, Thang, Jenatton, Rodolphe, Govindaraj, Vineetha, Hui, Li, Dulac-Arnold, Gabriel, Park, Wonpyo, Wang, Henry, Modi, Abhinit, Pouget-Abadie, Jean, Greller, Kristina, Gupta, Rahul, Berry, Robert, Ramachandran, Prajit, Xie, Jinyu, McCafferty, Liam, Wang, Jianling, Gupta, Kilol, Lim, Hyeontaek, Bratanič, Blaž, Brock, Andy, Akolzin, Ilia, Sproch, Jim, Karliner, Dan, Kim, Duhyeon, Goedeckemeyer, Adrian, Shazeer, Noam, Schmid, Cordelia, Calandriello, Daniele, Bhatia, Parul, Choromanski, Krzysztof, Montgomery, Ceslee, Dua, Dheeru, Ramalho, Ana, King, Helen, Gao, Yue, Nguyen, Lynn, Lindner, David, Pitta, Divya, Johnson, Oleaser, Salama, Khalid, Ardila, Diego, Han, Michael, Farnese, Erin, Odoom, Seth, Wang, Ziyue, Ding, Xiangzhuo, Rink, Norman, Smith, Ray, Lehri, Harshal Tushar, Cohen, Eden, Vats, Neera, He, Tong, Gopavarapu, Parthasarathy, Paszke, Adam, Patel, Miteyan, Van Gansbeke, Wouter, Loher, Lucia, Castro, Luis, Voitovich, Maria, von Glehn, Tamara, George, Nelson, Niklaus, Simon, Eaton-Rosen, Zach, Rakićević, Nemanja, Jue, Erik, Perel, Sagi, Zhang, Carrie, Bahat, Yuval, Pouget, Angéline, Xing, Zhi, Huot, Fantine, Shenoy, Ashish, Bos, Taylor, Coriou, Vincent, Richter, Bryan, Noy, Natasha, Wang, Yaqing, Ontanon, Santiago, Qin, Siyang, Makarchuk, Gleb, Hassabis, Demis, Li, Zhuowan, Sharma, Mandar, Venkatesan, Kumaran, Kemaev, Iurii, Daniel, Roxanne, Huang, Shiyu, Shah, Saloni, Ponce, Octavio, Warren, Chen, Faruqui, Manaal, Wu, Jialin, Andačić, Slavica, Payrits, Szabolcs, McDuff, Daniel, Hume, Tom, Cao, Yuan, Tessler, MH, Wang, Qingze, Wang, Yinan, Rendulic, Ivor, Agustsson, Eirikur, Johnson, Matthew, Lando, Tanya, Howard, Andrew, Padmanabhan, Sri Gayatri Sundara, Daswani, Mayank, Banino, Andrea, Kilgore, Michael, Heek, Jonathan, Ji, Ziwei, Caceres, Alvaro, Li, Conglong, Kassner, Nora, Vlaskin, Alexey, Liu, Zeyu, Grills, Alex, Hou, Yanhan, Sukkerd, Roykrong, Cheon, Gowoon, Shetty, Nishita, Markeeva, Larisa, Stanczyk, Piotr, Iyer, Tejas, Gong, Yuan, Gao, Shawn, Gopalakrishnan, Keerthana, Blyth, Tim, Reynolds, Malcolm, Bhoopchand, Avishkar, Bilenko, Misha, Gharibian, Dero, Zayats, Vicky, Faust, Aleksandra, Singh, Abhinav, Ma, Min, Jiao, Hongyang, Vijayanarasimhan, Sudheendra, Aroyo, Lora, Yadav, Vikas, Chakera, Sarah, Kakarla, Ashwin, Meshram, Vilobh, Gregor, Karol, Botea, Gabriela, Senter, Evan, Jia, Dawei, Kovacs, Geza, Sharma, Neha, Baur, Sebastien, Kang, Kai, He, Yifan, Zhuo, Lin, Kostelac, Marija, Laish, Itay, Peng, Songyou, O'Bryan, Louis, Kasenberg, Daniel, Rao, Girish Ramchandra, Leurent, Edouard, Zhang, Biao, Stevens, Sage, Salazar, Ana, Zhang, Ye, Lobov, Ivan, Walker, Jake, Porter, Allen, Redshaw, Morgan, Ke, Han, Rao, Abhishek, Lee, Alex, Lam, Hoi, Moffitt, Michael, Kim, Jaeyoun, Qiao, Siyuan, Koo, Terry, Dadashi, Robert, Song, Xinying, Sundararajan, Mukund, Xu, Peng, Kawamoto, Chizu, Zhong, Yan, Barbu, Clara, Reddy, Apoorv, Verzetti, Mauro, Li, Leon, Papamakarios, George, Klimczak-Plucińska, Hanna, Cassin, Mary, Kavukcuoglu, Koray, Swavely, Rigel, Vaucher, Alain, Zhao, Jeffrey, Hemsley, Ross, Tschannen, Michael, Ge, Heming, Menghani, Gaurav, Yu, Yang, Ha, Natalie, He, Wei, Wu, Xiao, Song, Maggie, Sterneck, Rachel, Zinke, Stefan, Calian, Dan A., Marsden, Annie, Ruiz, Alejandro Cruzado, Hessel, Matteo, Gueta, Almog, Lee, Benjamin, Farris, Brian, Gupta, Manish, Li, Yunjie, Saleh, Mohammad, Misra, Vedant, Xiao, Kefan, Mendolicchio, Piermaria, Buttimore, Gavin, Krayvanova, Varvara, Nayakanti, Nigamaa, Wiethoff, Matthew, Pande, Yash, Mirhoseini, Azalia, Lao, Ni, Liu, Jasmine, Hua, Yiqing, Chen, Angie, Malkov, Yury, Kalashnikov, Dmitry, Gupta, Shubham, Audhkhasi, Kartik, Zhai, Yuexiang, Kopalle, Sudhindra, Jain, Prateek, Ofek, Eran, Meyer, Clemens, Baatarsukh, Khuslen, Strejček, Hana, Qian, Jun, Freedman, James, Figueira, Ricardo, Sokolik, Michal, Bachem, Olivier, Lin, Raymond, Kharrat, Dia, Hidey, Chris, Xu, Pingmei, Duan, Dennis, Li, Yin, Ersoy, Muge, Everett, Richard, Cen, Kevin, Santamaria-Fernandez, Rebeca, Taubenfeld, Amir, Mackinnon, Ian, Deng, Linda, Zablotskaia, Polina, Viswanadha, Shashank, Goel, Shivanker, Yates, Damion, Deng, Yunxiao, Choy, Peter, Chen, Mingqing, Sinha, Abhishek, Mossin, Alex, Wang, Yiming, Szlam, Arthur, Hao, Susan, Rubenstein, Paul Kishan, Toksoz-Exley, Metin, Aperghis, Miranda, Zhong, Yin, Ahn, Junwhan, Isard, Michael, Lacombe, Olivier, Luisier, Florian, Anastasiou, Chrysovalantis, Kalley, Yogesh, Prabhu, Utsav, Dunleavy, Emma, Bijwadia, Shaan, Mao-Jones, Justin, Chen, Kelly, Pasumarthi, Rama, Wood, Emily, Dostmohamed, Adil, Hurley, Nate, Simsa, Jiri, Parrish, Alicia, Pajarskas, Mantas, Harvey, Matt, Skopek, Ondrej, Kochinski, Yony, Rey, Javier, Rieser, Verena, Zhou, Denny, Lee, Sun Jae, Acharya, Trilok, Li, Guowang, Jiang, Joe, Zhang, Xiaofan, Gipson, Bryant, Mahintorabi, Ethan, Gelmi, Marco, Khajehnouri, Nima, Yeh, Angel, Lee, Kayi, Matthey, Loic, Baker, Leslie, Pham, Trang, Fu, Han, Pak, Alex, Gupta, Prakhar, Vasconcelos, Cristina, Sadovsky, Adam, Walker, Brian, Hsiao, Sissie, Zochbauer, Patrik, Marzoca, Andreea, Velan, Noam, Zeng, Junhao, Baechler, Gilles, Driess, Danny, Jain, Divya, Huang, Yanping, Tao, Lizzie, Maggs, John, Levine, Nir, Schneider, Jon, Gemzer, Erika, Petit, Samuel, Han, Shan, Fisher, Zach, Zelle, Dustin, Biles, Courtney, Ie, Eugene, Fadeeva, Asya, Liu, Casper, Franco, Juliana Vicente, Collister, Adrian, Zhang, Hao, Wang, Renshen, Zhao, Ruizhe, Kieliger, Leandro, Shuster, Kurt, Zhu, Rui, Gong, Boqing, Chan, Lawrence, Sun, Ruoxi, Basu, Sujoy, Zimmermann, Roland, Hayes, Jamie, Bapna, Abhishek, Snoek, Jasper, Yang, Weel, Datta, Puranjay, Abdallah, Jad Al, Kilgour, Kevin, Li, Lu, 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Bordbar, Mahyar, Sundaram, Prasha, Hodkinson, Sarah, Toyama, Daniel, Polovets, George, Myers, Austin, Sinha, Anu, Levinboim, Tomer, Krishnakumar, Kashyap, Chhaparia, Rachita, Sholokhova, Tatiana, Gundavarapu, Nitesh Bharadwaj, Jawahar, Ganesh, Qureshi, Haroon, Hu, Jieru, Momchev, Nikola, Rahtz, Matthew, Wu, Renjie, S, Aishwarya P, Dhamdhere, Kedar, Guo, Meiqi, Gupta, Umang, Eslami, Ali, Schain, Mariano, Blokzijl, Michiel, Welling, David, Orr, Dave, Bolelli, Levent, Perez-Nieves, Nicolas, Sirotenko, Mikhail, Prasad, Aman, Kar, Arjun, Pigem, Borja De Balle, Terzi, Tayfun, Weisz, Gellért, Ghosh, Dipankar, Mavalankar, Aditi, Madeka, Dhruv, Daugaard, Kaspar, Adam, Hartwig, Shah, Viraj, Berman, Dana, Tran, Maggie, Baker, Steven, Andrejczuk, Ewa, Chole, Grishma, Raboshchuk, Ganna, Mirzazadeh, Mahdi, Kagohara, Thais, Wu, Shimu, Schallhart, Christian, Orlando, Bernett, Wang, Chen, Rrustemi, Alban, Xiong, Hao, Liu, Hao, Vezer, Arpi, Ramsden, Nolan, Chang, Shuo-yiin, Mudgal, Sidharth, Li, Yan, 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Sergey, Bohnet, Bernd, Caluwaerts, Ken, Veerubhotla, Aditya Srikanth, Zheng, Dan, Dai, Zihang, Petrov, Petre, Xu, Yichong, Mehran, Ramin, Xu, Zhuo, Zintgraf, Luisa, Choi, Jiho, Hombaiah, Spurthi Amba, Thoppilan, Romal, Reddi, Sashank, Lew, Lukasz, Li, Li, Webster, Kellie, Sawhney, KP, Lamprou, Lampros, Shakeri, Siamak, Lunayach, Mayank, Chen, Jianmin, Bagri, Sumit, Salcianu, Alex, Chen, Ying, Donchev, Yani, Magister, Charlotte, Nørly, Signe, Rodrigues, Vitor, Izo, Tomas, Noga, Hila, Zou, Joe, Köppe, Thomas, Zhou, Wenxuan, Lee, Kenton, Long, Xiangzhu, Eisenbud, Danielle, Chen, Anthony, Schenck, Connor, To, Chi Ming, Zhong, Peilin, Taropa, Emanuel, Truong, Minh, Levy, Omer, Martins, Danilo, Zhang, Zhiyuan, Semturs, Christopher, Zhang, Kelvin, Yakubovich, Alex, Moreno, Pol, McConnaughey, Lara, Lu, Di, Redmond, Sam, Weerts, Lotte, Bitton, Yonatan, Refice, Tiziana, Lacasse, Nicolas, Conmy, Arthur, Tallec, Corentin, Odell, Julian, Forbes-Pollard, Hannah, Socala, Arkadiusz, Hoech, Jonathan, Kohli, Pushmeet, Walton, Alanna, Wang, Rui, Sazanovich, Mikita, Zhu, Kexin, Kapishnikov, Andrei, Galt, Rich, Denton, Matthew, Murdoch, Ben, Sikora, Caitlin, Mohamed, Kareem, Wei, Wei, First, Uri, McConnell, Tim, Cobo, Luis C., Qin, James, Avrahami, Thi, Balle, Daniel, Watanabe, Yu, Louis, Annie, Kraft, Adam, Ariafar, Setareh, Gu, Yiming, Rives, Eugénie, Yoon, Charles, Rusu, Andrei, Cobon-Kerr, James, Hahn, Chris, Luo, Jiaming, Yuvein, Zhu, Ahuja, Niharika, Benenson, Rodrigo, Kaufman, Raphaël Lopez, Yu, Honglin, Hightower, Lloyd, Zhang, Junlin, Ni, Darren, Hendricks, Lisa Anne, Wang, Gabby, Yona, Gal, Jain, Lalit, Barrio, Pablo, Bhupatiraju, Surya, Velusamy, Siva, Dafoe, Allan, Riedel, Sebastian, Thomas, Tara, Yuan, Zhe, Bellaiche, Mathias, Panthaplackel, Sheena, Kloboves, Klemen, Jauhari, Sarthak, Akbulut, Canfer, Davchev, Todor, Gladchenko, Evgeny, Madras, David, Chuklin, Aleksandr, Hill, Tyrone, Yuan, Quan, Madhavan, Mukundan, Leonhard, Luke, Scandinaro, Dylan, Chen, Qihang, Niu, Ning, Douillard, Arthur, Damoc, Bogdan, Onoe, Yasumasa, Pedregosa, Fabian, Bertsch, Fred, Leichner, Chas, Pagadora, Joseph, Malmaud, Jonathan, Ponda, Sameera, Twigg, Andy, Duzhyi, Oleksii, Shen, Jingwei, Wang, Miaosen, Garg, Roopal, Chen, Jing, Evci, Utku, Lee, Jonathan, Liu, Leon, Kojima, Koji, Yamaguchi, Masa, Rajendran, Arunkumar, Piergiovanni, AJ, Rajendran, Vinodh Kumar, Fornoni, Marco, Ibagon, Gabriel, Ragan, Harry, Khan, Sadh MNM, Blitzer, John, Bunner, Andrew, Sun, Guan, Kosakai, Takahiro, Lundberg, Scott, Elue, Ndidi, Guu, Kelvin, Park, SK, Park, Jane, Narayanaswamy, Arunachalam, Wu, Chengda, Mudigonda, Jayaram, Cohn, Trevor, Mu, Hairong, Kumar, Ravi, Graesser, Laura, Zhang, Yichi, Killam, Richard, Zhuang, Vincent, Giménez, Mai, Jishi, Wael Al, Ley-Wild, Ruy, Zhai, Alex, Osawa, Kazuki, Cedillo, Diego, Liu, Jialu, Upadhyay, Mayank, Sieniek, Marcin, Sharma, Roshan, Paine, Tom, Angelova, Anelia, Addepalli, Sravanti, Parada, Carolina, Majumder, Kingshuk, Lamp, Avery, Kumar, Sanjiv, Deng, Xiang, Myaskovsky, Artiom, Sabolić, Tea, Dudek, Jeffrey, York, Sarah, Quitry, Félix de Chaumont, Nie, Jiazhong, Cattle, Dee, Gunjan, Alok, Piot, Bilal, Khawaja, Waleed, Bang, Seojin, Wang, Simon, Khodadadeh, Siavash, R, Raghavender, Rawlani, Praynaa, Powell, Richard, Lee, Kevin, Griesser, Johannes, Oh, GS, Magalhaes, Cesar, Li, Yujia, Tokumine, Simon, Vogel, Hadas Natalie, Hsu, Dennis, BC, Arturo, Jindal, Disha, Cohen, Matan, Yang, Zi, Yuan, Junwei, de Cesare, Dario, Bruguier, Tony, Xu, Jun, Roy, Monica, Jacovi, Alon, Belov, Dan, Arya, Rahul, Meadowlark, Phoenix, Cohen-Ganor, Shlomi, Ye, Wenting, Morris-Suzuki, Patrick, Banzal, Praseem, Song, Gan, Ponnuramu, Pranavaraj, Zhang, Fred, Scrivener, George, Zaiem, Salah, Rochman, Alif Raditya, Han, Kehang, Ghazi, Badih, Lee, Kate, Drath, Shahar, Suo, Daniel, Girgis, Antonious, Shenoy, Pradeep, Nguyen, Duy, Eck, Douglas, Gupta, Somit, Yan, Le, Carreira, Joao, Gulati, Anmol, Sang, Ruoxin, Mirylenka, Daniil, Cooney, Emma, Chou, Edward, Ling, Mingyang, Fan, Cindy, Coleman, Ben, Tubone, Guilherme, Kumar, Ravin, Baldridge, Jason, Hernandez-Campos, Felix, Lazaridou, Angeliki, Besley, James, Yona, Itay, Bulut, Neslihan, Wellens, Quentin, Pierigiovanni, AJ, George, Jasmine, Green, Richard, Han, Pu, Tao, Connie, Clark, Geoff, You, Chong, Abdolmaleki, Abbas, Fu, Justin, Chen, Tongzhou, Chaugule, Ashwin, Chandorkar, Angad, Rahman, Altaf, Thompson, Will, Koanantakool, Penporn, Bernico, Mike, Ren, Jie, Vlasov, Andrey, Vassilvitskii, Sergei, Kula, Maciej, Liang, Yizhong, Kim, Dahun, Huang, Yangsibo, Ye, Chengxi, Lepikhin, Dmitry, Helmholz, Wesley
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
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author	Comanici, Gheorghe Bieber, Eric Schaekermann, Mike Pasupat, Ice Sachdeva, Noveen Dhillon, Inderjit Blistein, Marcel Ram, Ori Zhang, Dan Rosen, Evan Marris, Luke Petulla, Sam Gaffney, Colin Aharoni, Asaf Lintz, Nathan Pais, Tiago Cardal Jacobsson, Henrik Szpektor, Idan Jiang, Nan-Jiang Haridasan, Krishna Omran, Ahmed Saunshi, Nikunj Bahri, Dara Mishra, Gaurav Chu, Eric Boyd, Toby Hekman, Brad Parisi, Aaron Zhang, Chaoyi Kawintiranon, Kornraphop Bedrax-Weiss, Tania Wang, Oliver Xu, Ya Purkiss, Ollie Mendlovic, Uri Deutel, Ilaï Nguyen, Nam Langley, Adam Korn, Flip Rossazza, Lucia Ramé, Alexandre Waghmare, Sagar Miller, Helen Byrd, Nathan Sheshan, Ashrith Hadsell, Raia Bhardwaj, Sangnie Janus, Pawel Rissa, Tero Horgan, Dan Abdagic, Alvin Belenki, Lior Allingham, James Singh, Anima Guidroz, Theo Srinivasan, Srivatsan Schmit, Herman Chiafullo, Kristen Elisseeff, Andre Jha, Nilpa Kolhar, Prateek Berrada, Leonard Ding, Frank Si, Xiance Mallick, Shrestha Basu Och, Franz Erell, Sofia Ni, Eric Latkar, Tejasi Yang, Sherry Sirkovic, Petar Feng, Ziqiang Leland, Robert Hornung, Rachel Wu, Gang Blundell, Charles Alvari, Hamidreza Huang, Po-Sen Yip, Cathy Deur, Sanja Liu, Li Surita, Gabriela Duque, Pablo Damen, Dima Jia, Johnson Guez, Arthur Mircea, Markus Sinha, Animesh Magni, Alberto Stradomski, Paweł Marian, Tal Galić, Vlado Chen, Wenhu Husain, Hisham Singhal, Achintya Grewe, Dominik Aubet, François-Xavier Song, Shuang Blanco, Lorenzo Rechis, Leland Ho, Lewis Munoz, Rich Zheng, Kelvin Hamrick, Jessica Mather, Kevin Taitelbaum, Hagai Rutherford, Eliza Lei, Yun Chen, Kuangyuan Shukla, Anand Moreira, Erica Doi, Eric Isik, Berivan Shabat, Nir Rogozińska, Dominika Kolipaka, Kashyap Chang, Jason Vušak, Eugen Venkatachary, Srinivasan Noghabi, Shadi Bharti, Tarun Jun, Younghoon Zaks, Aleksandr Green, Simon Challagundla, Jeshwanth Wong, William Mohammad, Muqthar Hirsch, Dean Cheng, Yong Naim, Iftekhar Proleev, Lev Vincent, Damien Singh, Aayush Krikun, Maxim Krishnan, Dilip Ghahramani, Zoubin Atias, Aviel Aggarwal, Rajeev Kirov, Christo Vytiniotis, Dimitrios Koh, Christy Chronopoulou, Alexandra Dogra, Pawan Ion, Vlad-Doru Tyen, Gladys Lee, Jason Weissenberger, Felix Strohman, Trevor Balakrishna, Ashwin Rae, Jack Velic, Marko de Liedekerke, Raoul Elyada, Oded Yuan, Wentao Liu, Canoee Shani, Lior Kishchenko, Sergey Alessio, Bea Li, Yandong Song, Richard Kwei, Sam Jankowski, Orion Pappu, Aneesh Namiki, Youhei Ma, Yenai Tripuraneni, Nilesh Cherry, Colin Ikonomidis, Marissa Ling, Yu-Cheng Ji, Colin Westberg, Beka Wright, Auriel Yu, Da Parkinson, David Ramaswamy, Swaroop Connor, Jerome Yeganeh, Soheil Hassas Grover, Snchit Kenwright, George Litchev, Lubo Apps, Chris Tomala, Alex Halim, Felix Castro-Ros, Alex Li, Zefei Boral, Anudhyan Sho, Pauline Yarom, Michal Malmi, Eric Klinghoffer, David Lin, Rebecca Ansell, Alan S, Pradeep Kumar Zhao, Shubin Zuo, Siqi Santoro, Adam Cheng, Heng-Tze Demmessie, Solomon Liu, Yuchi Brichtova, Nicole Culp, Allie Braun, Nathaniel Graur, Dan Ng, Will Mehta, Nikhil Phillips, Aaron Sundberg, Patrik Godbole, Varun Liu, Fangyu Katariya, Yash Rim, David Seyedhosseini, Mojtaba Ammirati, Sean Valfridsson, Jonas Malihi, Mahan Knight, Timothy Toor, Andeep Lampe, Thomas Ittycheriah, Abe Chiang, Lewis Yeung, Chak Fréchette, Alexandre Rao, Jinmeng Wang, Huisheng Srivastava, Himanshu Zhang, Richard Rhodes, Rocky Brand, Ariel Weesner, Dean Figotin, Ilya Gimeno, Felix Fellinger, Rachana Marcenac, Pierre Leal, José Marcus, Eyal Cotruta, Victor Cabrera, Rodrigo Luo, Sheryl Garrette, Dan Axelrod, Vera Baltateanu, Sorin Barker, David Chen, Dongkai Toma, Horia Ingram, Ben Riesa, Jason Kulkarni, Chinmay Zhang, Yujing Liu, Hongbin Wang, Chao Polacek, Martin Wu, Will Hui, Kai Reyes, Adrian N Su, Yi Barnes, Megan Malhi, Ishaan Siddiqui, Anfal Feng, Qixuan Damaschin, Mihai Pighin, Daniele Steiner, Andreas Yang, Samuel Boppana, Ramya Sree Ivanov, Simeon Kandoor, Arun Shah, Aditya Mujika, Asier Huang, Da Choquette-Choo, Christopher A. Patel, Mohak Yu, Tianhe Creswell, Toni Jerry Liu Barros, Catarina Razeghi, Yasaman Roy, Aurko Culliton, Phil Xiong, Binbin Pan, Jiaqi Strohmann, Thomas Powell, Tolly Seal, Babi DeCarlo, Doug Shyam, Pranav Katircioglu, Kaan Wang, Xuezhi Hardin, Cassidy Odisho, Immanuel Broder, Josef Chang, Oscar Nair, Arun Shtefan, Artem O'Brien, Maura Agarwal, Manu Potluri, Sahitya Goyal, Siddharth Jhindal, Amit Thakur, Saksham Stuken, Yury Lyon, James Toutanova, Kristina Feng, Fangxiaoyu Wu, Austin Horn, Ben Wang, Alek Cullum, Alex Taubman, Gabe Shrivastava, Disha Shi, Chongyang Tomlinson, Hamish Patel, Roma Tu, Tao Oflazer, Ada Maksutaj Pongetti, Francesco Yang, Mingyao Taïga, Adrien Ali Perot, Vincent Pierse, Nuo Wang Han, Feng Drori, Yoel Iturrate, Iñaki Chakrabarti, Ayan Yeung, Legg Dopson, Dave Chen, Yi-ting Kulshreshtha, Apoorv Guo, Tongfei Pham, Philip Schuster, Tal Chen, Junquan Polozov, Alex Xing, Jinwei Zhou, Huanjie Kacham, Praneeth Kukliansky, Doron Miech, Antoine Yaroshenko, Sergey Chi, Ed Douglas, Sholto Fei, Hongliang Blondel, Mathieu Myla, Preethi Madmoni, Lior Wu, Xing Keysers, Daniel Kjems, Kristian Albuquerque, Isabela Yu, Lijun D'sa, Joel Plantan, Michelle Ionescu, Vlad Elias, Jaume Sanchez Gupta, Abhirut Vuyyuru, Manish Reddy Alcober, Fred Zhou, Tong Ji, Kaiyang Hartmann, Florian Puttagunta, Subha Song, Hugo Amid, Ehsan Stefanoiu, Anca Lee, Andrew Pucciarelli, Paul Wang, Emma Raul, Amit Petrov, Slav Tian, Isaac Anklin, Valentin Nti, Nana Gomes, Victor Schumacher, Max Vesom, Grace Panagopoulos, Alex Bousmalis, Konstantinos Andor, Daniel Jacob, Josh Zhang, Yuan Rosgen, Bill Kecman, Matija Tung, Matthew Belias, Alexandra Goodman, Noah Covington, Paul Wieder, Brian Saxena, Nikita Davoodi, Elnaz Huang, Muhuan Maddineni, Sharath Roulet, Vincent Campbell-Ajala, Folawiyo Sessa, Pier Giuseppe Xintian Wu Lai, Guangda Collins, Paul Haig, Alex Sakenas, Vytenis Xu, Xiaowei Giustina, Marissa Shafey, Laurent El Charoenpanit, Pichi Garg, Shefali Ainslie, Joshua Severson, Boone Arenas, Montse Gonzalez Pathak, Shreya Rajayogam, Sujee Feng, Jie Bakker, Michiel Li, Sheng Wichers, Nevan Rogers, Jamie Geng, Xinyang Li, Yeqing Jagerman, Rolf Jia, Chao Olmert, Nadav Sharon, David Mauger, Matthew Mariserla, Sandeep Ma, Hongxu Mohabey, Megha Kim, Kyuyeun Andreev, Alek Pollom, Scott Love, Juliette Jain, Vihan Agrawal, Priyanka Schroecker, Yannick Fortin, Alisa Warmuth, Manfred Liu, Ji Leach, Andrew Blok, Irina Girirajan, Ganesh Poomal Aharoni, Roee Uria, Benigno Sozanschi, Andrei Goldberg, Dan Ionita, Lucian Ribeiro, Marco Tulio Zlocha, Martin Birodkar, Vighnesh Lachgar, Sami Yuan, Liangzhe Choudhury, Himadri Ginsberg, Matt Zheng, Fei Dibb, Gregory Graves, Emily Lokhande, Swachhand Rasskin, Gabriel Muraru, George-Cristian Quick, Corbin Tata, Sandeep Sermanet, Pierre Chawla, Aditya Karo, Itay Wang, Yan Zhang, Susan Keller, Orgad Dragan, Anca Su, Guolong Chou, Ian Liu, Xi Tao, Yiqing Prabhakara, Shruthi Wilson, Marc Liu, Ruibo Wang, Shibo Evans, Georgie Du, David Castaño, Alfonso Prasad, Gautam Mahdy, Mona El Gerlach, Sebastian Reid, Machel Kahn, Jarrod Zait, Amir Pillai, Thanumalayan Sankaranarayana Ulrich, Thatcher Wang, Guanyu Wassenberg, Jan Farkash, Efrat Yalasangi, Kiran Wang, Congchao Bauza, Maria Bucher, Simon Liu, Ting Yan, Jun Leung, Gary Sindhwani, Vikas Barnes, Parker Singh, Avi Jurin, Ivan Chang, Jichuan Bhumihar, Niket Kumar Eiger, Sivan Citovsky, Gui Withbroe, Ben Li, Zhang Xue, Siyang Santo, Niccolò Dal Stoyanov, Georgi Raimond, Yves Zheng, Steven Gao, Yilin Listík, Vít Kwasiborski, Sławek Saputro, Rachel Ozturel, Adnan Mallya, Ganesh Majmundar, Kushal West, Ross Caron, Paul Wei, Jinliang Castrejon, Lluis Vikram, Sharad Ramachandran, Deepak Dhawan, Nikhil Park, Jiho Smoot, Sara Driessche, George van den Blau, Yochai Malik, Chase Liang, Wei Hirsch, Roy Santos, Cicero Nogueira dos Weinstein, Eugene Oord, Aäron van den Lall, Sid FitzGerald, Nicholas Jiang, Zixuan Yang, Xuan Webster, Dale Elqursh, Ali Pope, Aedan Rotival, Georges Raposo, David Zhu, Wanzheng Dean, Jeff Alabed, Sami Tran, Dustin Gupta, Arushi Gleicher, Zach Austin, Jessica Rosseel, Edouard Umekar, Megh Das, Dipanjan Sun, Yinghao Chen, Kai Misiunas, Karolis Zhou, Xiang Di, Yixian Loo, Alyssa Newlan, Josh Li, Bo Ramasesh, Vinay Xu, Ying Chen, Alex Gandhe, Sudeep Soricut, Radu Gupta, Nikita Hu, Shuguang El-Sayed, Seliem Garcia, Xavier Brusilovsky, Idan Chen, Pu-Chin Bolt, Andrew Huang, Lu Gurney, Alex Zhang, Zhiying Pritzel, Alexander Wilkiewicz, Jarek Seybold, Bryan Shamanna, Bhargav Kanagal Fischer, Felix Dean, Josef Gill, Karan Mcilroy, Ross Bhowmick, Abhishek Selier, Jeremy Yang, Antoine Cheng, Derek Magay, Vladimir Tan, Jie Varma, Dhriti Walder, Christian Kocisky, Tomas Nakashima, Ryo Natsev, Paul Kwong, Mike Gog, Ionel Zhang, Chiyuan Dieleman, Sander Jimma, Thomas Ryabtsev, Andrey Brahma, Siddhartha Steiner, David Du, Dayou Žužul, Ante Žanić, Mislav Raghavachari, Mukund Gierke, Willi Zheng, Zeyu Petrova, Dessie Dauphin, Yann Liu, Yuchuan Kessler, Ido Hand, Steven Duvarney, Chris Kim, Seokhwan Lee, Hyo Hussenot, Léonard Hui, Jeffrey Smith, Josh Jain, Deepali Xia, Jiawei Tomar, Gaurav Singh Amiri, Keyvan Phan, Du Fuchs, Fabian Weyand, Tobias Tomasev, Nenad Cordell, Alexandra Liu, Xin Mallinson, Jonathan Joshi, Pankaj Crawford, Andy Suggala, Arun Chien, Steve Fernando, Nick Sanchez-Vargas, Mariella Williams, Duncan Crone, Phil Luo, Xiyang Karpov, Igor Shan, Jyn Thurk, Terry Strudel, Robin Voigtlaender, Paul Patil, Piyush Dozat, Tim Khodaei, Ali Singla, Sahil Ambroszczyk, Piotr Wu, Qiyin Chang, Yifan Roark, Brian Hegde, Chaitra Ding, Tianli Filos, Angelos Wu, Zhongru Pinto, André Susano Liu, Shuang Khanna, Saarthak Pandey, Aditya Mcloughlin, Siobhan Li, Qiujia Haves, Sam Zhou, Allan Buchatskaya, Elena Leal, Isabel de Boursac, Peter Akazawa, Nami Anderson, Nina Chen, Terry Somandepalli, Krishna Liang, Chen Goenka, Sheela Winkler, Stephanie Grushetsky, Alexander Ding, Yifan Smith, Jamie Ye, Fan Pont-Tuset, Jordi Li, Eric Li, Ruichao Golany, Tomer Wegner, Dawid Jiang, Tao Barak, Omer Shangguan, Yuan Vértes, Eszter Wong, Renee Bornschein, Jörg Tudor, Alex Bevilacqua, Michele Schaul, Tom Rawat, Ankit Singh Zhao, Yang Axiotis, Kyriakos Meng, Lei McLean, Cory Lai, Jonathan Beattie, Jennifer Kushman, Nate Liu, Yaxin Kutzman, Blair Lang, Fiona Ye, Jingchen Netrapalli, Praneeth Mishra, Pushkar Khan, Myriam Goel, Megha Willoughby, Rob Tian, David Zhuang, Honglei Chen, JD Tsai, Zak Kementsietsidis, Tasos Khare, Arjun Keeling, James Xu, Keyang Waters, Nathan Altché, Florent Popat, Ashok Mittal, Bhavishya Saxton, David Badawy, Dalia El Mathieu, Michael Zheng, Zheng Zhou, Hao Ranka, Nishant Shin, Richard Duan, Qingnan Salimans, Tim Mihailescu, Ioana Shaham, Uri Chang, Ming-Wei Assael, Yannis Dikkala, Nishanth Izzard, Martin Cohen-Addad, Vincent Graves, Cat Feinberg, Vlad Chung, Grace Strouse, DJ Karmon, Danny Sharifzadeh, Sahand Ashwood, Zoe Pham, Khiem Blanton, Jon Vasiloff, Alex Barber, Jarred Geller, Mark Zhou, Aurick Zubach, Fedir Huang, Tzu-Kuo Zhang, Lei Gupta, Himanshu Young, Matt Proskurnia, Julia Votel, Ronny Gabeur, Valentin Barcik, Gabriel Tripathi, Aditya Yu, Hongkun Yan, Geng Changpinyo, Beer Pavetić, Filip Coyle, Amy Fujii, Yasuhisa Mendez, Jorge Gonzalez Zhou, Tianhao Rajamani, Harish Hechtman, Blake Cao, Eddie Juan, Da-Cheng Tan, Yi-Xuan Dalibard, Valentin Du, Yilun Clay, Natalie Yao, Kaisheng Jia, Wenhao Vijaykumar, Dimple Zhou, Yuxiang Bai, Xinyi Hung, Wei-Chih Pecht, Steven Todorov, Georgi Khadke, Nikhil Gupta, Pramod Lahoti, Preethi Autef, Arnaud Duddu, Karthik Lee-Thorp, James Bykovsky, Alexander Misiunas, Tautvydas Flennerhag, Sebastian Thangaraj, Santhosh McGiffin, Jed Nado, Zack Kunesch, Markus Noever, Andreas Hertz, Amir Liang, Marco Stone, Victor Palmer, Evan Daruki, Samira Pramanik, Arijit Põder, Siim Kyker, Austin Khan, Mina Sluzhaev, Evgeny Ritter, Marvin Ruderman, Avraham Zhou, Wenlei Nagpal, Chirag Vodrahalli, Kiran Necula, George Barham, Paul Pavlick, Ellie Hartford, Jay Shafran, Izhak Zhao, Long Mikuła, Maciej Eccles, Tom Shimokawa, Hidetoshi Garg, Kanav Vilnis, Luke Chen, Hanwen Shumailov, Ilia Lee, Kuang-Huei Abdelhamed, Abdelrahman Xie, Meiyan Cohen, Vered Hlavnova, Ester Malkin, Dan Sitawarin, Chawin Lottes, James Coquinot, Pauline Yu, Tianli Kumar, Sandeep Zhang, Jingwei Mahendru, Aroma Ahmed, Zafarali Martens, James Chen, Tao Boag, Aviel Peng, Daiyi Devin, Coline Klimovskiy, Arseniy Phuong, Mary Vainstein, Danny Xie, Jin Ramabhadran, Bhuvana Howard, Nathan Yu, Xinxin Goswami, Gitartha Cui, Jingyu Shleifer, Sam Pinto, Mario Yeh, Chih-Kuan Yang, Ming-Hsuan Javanmardi, Sara Ethier, Dan Lee, Chace Orbay, Jordi Kotecha, Suyog Bromberg, Carla Shaw, Pete Thornton, James Rosenthal, Adi Gerzi Gu, Shane Thomas, Matt Gemp, Ian Ayyar, Aditya Ushio, Asahi Selvan, Aarush Wee, Joel Liu, Chenxi Majzoubi, Maryam Yu, Weiren Abernethy, Jake Liechty, Tyler Pan, Renke Nguyen, Hoang Qiong Hu Perrin, Sarah Arora, Abhinav Pitler, Emily Wang, Weiyi Shivakumar, Kaushik Prost, Flavien Limonchik, Ben Wang, Jing Gao, Yi Cour, Timothee Buch, Shyamal Gui, Huan Ivanova, Maria Neubeck, Philipp Chan, Kelvin Kim, Lucy Chen, Huizhong Goyal, Naman Chung, Da-Woon Liu, Lu Su, Yao Petrushkina, Anastasia Shen, Jiajun Joulin, Armand Xu, Yuanzhong Lin, Stein Xudong Kulizhskaya, Yana Chelba, Ciprian Vasudevan, Shobha Collins, Eli Bashlovkina, Vasilisa Lu, Tony Fritz, Doug Park, Jongbin Zhou, Yanqi Su, Chen Tanburn, Richard Sushkov, Mikhail Rasquinha, Mitchelle Li, Jinning Prendki, Jennifer Li, Yiming LV, Pallavi Sharma, Shriya Fitoussi, Hen Huang, Hui Dai, Andrew Dao, Phuong Burrows, Mike Prior, Henry Qin, Danfeng Pundak, Golan Sjoesund, Lars Lowe Khurshudov, Art Zhu, Zhenkai Webson, Albert Kemp, Elizabeth Tan, Tat Agrawal, Saurabh Sargsyan, Susie Cheng, Liqun Stephan, Jim Kwiatkowski, Tom Reid, David Byravan, Arunkumar Michaely, Assaf Hurwitz Heess, Nicolas Zhou, Luowei Goenka, Sonam Carpenter, Viral Levskaya, Anselm Wang, Bo Roberts, Reed Leblond, Rémi Chikkerur, Sharat Ginzburg, Stav Chang, Max Riachi, Robert Chuqiao Xu Borsos, Zalán Pliskin, Michael Pawar, Julia Lustman, Morgane Kirkwood, Hannah Anand, Ankit Chaudhary, Aditi Kalb, Norbert Milan, Kieran Augenstein, Sean Goldie, Anna Prince, Laurel Raman, Karthik Sun, Yanhua Xia, Vivian Cohen, Aaron Huo, Zhouyuan Camp, Josh Ellis, Seher Zilka, Lukas Torres, David Vilar Patel, Lisa Arora, Sho Chan, Betty Adler, Jonas Ayoub, Kareem Liang, Jacky Jamil, Fayaz Jiang, Jiepu Baumgartner, Simon Sun, Haitian Karov, Yael Akulov, Yaroslav Zheng, Hui Cai, Irene Fantacci, Claudio Rubin, James Acha, Alex Rav Wang, Mengchao D'Souza, Nina Sathyanarayana, Rohit Dai, Shengyang Rowe, Simon Simanovsky, Andrey Goldman, Omer Kuang, Yuheng Pan, Xiaoyue Rosenberg, Andrew Rojas-Esponda, Tania Dutta, Praneet Zeng, Amy Jurenka, Irina Farquhar, Greg Bansal, Yamini Iqbal, Shariq Roelofs, Becca Joung, Ga-Young Beak, Parker Ryu, Changwan Poplin, Ryan Wu, Yan Alayrac, Jean-Baptiste Buthpitiya, Senaka Ronneberger, Olaf Habtegebriel, Caleb Li, Wei Cavallaro, Paul Wei, Aurora Bensky, Guy Denk, Timo Ganapathy, Harish Stanway, Jeff Joshi, Pratik Bertolini, Francesco Lo, Jessica Ma, Olivia Charles, Zachary Sampemane, Geta Sahni, Himanshu Chen, Xu Askham, Harry Gaddy, David Young, Peter Tan, Jiewen Eyal, Matan Bražinskas, Arthur Zhong, Li Wu, Zhichun Epstein, Mark Bailey, Kai Hard, Andrew Lee, Kamyu Goldshtein, Sasha Ruiz, Alex Badawi, Mohammed Lochbrunner, Matthias Kearns, JK Brown, Ashley Pardo, Fabio Weber, Theophane Yang, Haichuan Jiang, Pan-Pan Akin, Berkin Fu, Zhao Wainwright, Marcus Zou, Chi Gaba, Meenu Manzagol, Pierre-Antoine Kan, Wendy Song, Yang Zainullina, Karina Lin, Rui Ko, Jeongwoo Deshmukh, Salil Jindal, Apoorv Svensson, James Tyam, Divya Zhao, Heri Kaeser-Chen, Christine Baird, Scott Moradi, Pooya Hall, Jamie Guo, Qiuchen Tsang, Vincent Liang, Bowen Pereira, Fernando Ganesh, Suhas Korotkov, Ivan Adamek, Jakub Thiagarajan, Sridhar Tran, Vinh Chen, Charles Tar, Chris Jain, Sanil Dasgupta, Ishita Bilal, Taylan Reitter, David Zhao, Kai Vezzani, Giulia Gehman, Yasmin Mehta, Pulkit Beltrone, Lauren Dotiwalla, Xerxes Guadarrama, Sergio Abbas, Zaheer Karp, Stefani Georgiev, Petko Ferng, Chun-Sung Brockschmidt, Marc Peng, Liqian Hirnschall, Christoph Verma, Vikas Bi, Yingying Xiao, Ying Dabush, Avigail Xu, Kelvin Wallis, Phil Parker, Randall Wang, Qifei Xu, Yang Safarli, Ilkin Tewari, Dinesh Zhang, Yin Kim, Seungyeon Gesmundo, Andrea Thomas, Mackenzie Levi, Sergey Chowdhury, Ahmed Rao, Kanishka Garst, Peter Conway-Rahman, Sam Ran, Helen McKinney, Kay Xiao, Zhisheng Yu, Wenhao Agrawal, Rohan Stjerngren, Axel Ionescu, Catalin Chen, Jingjing Sharma, Vivek Chiu, Justin Liu, Fei Franko, Ken Sanford, Clayton Cai, Xingyu Michel, Paul Ganapathy, Sanjay Labanowski, Jane Garrett, Zachary Vargas, Ben Sun, Sean Gale, Bryan Buschmann, Thomas Desjardins, Guillaume Ghelani, Nimesh Jain, Palak Verma, Mudit Asawaroengchai, Chulayuth Eisenschlos, Julian Harlalka, Jitendra Kazawa, Hideto Metzler, Don Howland, Joshua Jian, Ying Ades, Jake Shah, Viral Gangwani, Tynan Lee, Seungji Ring, Roman Hernandez, Steven M. Reich, Dean Sinha, Amer Sathe, Ashutosh Kovac, Joe Gill, Ashleah Kannan, Ajay D'olimpio, Andrea Sevenich, Martin Whang, Jay Kim, Been Sim, Khe Chai Chen, Jilin Zhang, Jiageng Lall, Shuba Matias, Yossi Jia, Bill Friesen, Abe Nasso, Sara Thapliyal, Ashish Perozzi, Bryan Yu, Ting Shekhawat, Anna Huda, Safeen Grabowski, Peter Wang, Eric Sreevatsa, Ashwin Dib, Hilal Hassen, Mehadi Schuh, Parker Milutinovic, Vedrana Welty, Chris Quinn, Michael Shah, Ali Wang, Bangju Barth-Maron, Gabe Frye, Justin Axelsson, Natalie Zhu, Tao Ma, Yukun Giannoumis, Irene Sedghi, Hanie Ye, Chang Luan, Yi Aydin, Kevin Chandra, Bilva Sampathkumar, Vivek Huang, Ronny Lavrenko, Victor Eleryan, Ahmed Hong, Zhi Hansen, Steven Carthy, Sara Mc Samanta, Bidisha Ćevid, Domagoj Wang, Xin Li, Fangtao Voznesensky, Michael Hoffman, Matt Terzis, Andreas Sehwag, Vikash Fidel, Gil He, Luheng Cai, Mu He, Yanzhang Feng, Alex Nikoltchev, Martin Phatale, Samrat Chase, Jason Lawton, Rory Zhang, Ming Ouyang, Tom Tragut, Manuel Manshadi, Mehdi Hafezi Narayanan, Arjun Shen, Jiaming Gao, Xu Bolukbasi, Tolga Roy, Nick Li, Xin Golovin, Daniel Panait, Liviu Qin, Zhen Han, Guangxing Anthony, Thomas Kudugunta, Sneha Patraucean, Viorica Ray, Aniket Chen, Xinyun Yang, Xiaochen Bhatia, Tanuj Talluri, Pranav Morris, Alex Ražnatović, Andrija Brownfield, Bethanie An, James Peng, Sheng Kane, Patrick Zheng, Ce Duduta, Nico Kessinger, Joshua Noraky, James Liu, Siqi Rong, Keran Veličković, Petar Rush, Keith Goldin, Alex Wei, Fanny Garlapati, Shiva Mohan Reddy Pantofaru, Caroline Kwon, Okwan Ni, Jianmo Noland, Eric Di Trapani, Julia Beaufays, Françoise Roy, Abhijit Guha Chow, Yinlam Turker, Aybuke Cideron, Geoffrey Mei, Lantao Clark, Jon Dou, Qingyun Bošnjak, Matko Leith, Ralph Du, Yuqing Yazdanbakhsh, Amir Nasr, Milad Kwak, Chester Sheth, Suraj Satishkumar Kaskasoli, Alex Anand, Ankesh Lakshminarayanan, Balaji Jerome, Sammy Bieber, David Chu, Chun-Te Senges, Alexandre Shen, Tianxiao Sridhar, Mukund Ndebele, Ndaba Beyret, Benjamin Mohamed, Shakir Chen, Mia Freitag, Markus Guo, Jiaxian Liu, Luyang Roit, Paul Chen, Heng Yan, Shen Stone, Tom Co-Reyes, JD Cole, Jeremy Scellato, Salvatore Azizi, Shekoofeh Hashemi, Hadi Jin, Alicia Iyer, Anand Valentine, Marcella György, András Ahuja, Arun Diaz, Daniel Hernandez Lee, Chen-Yu Clement, Nathan Kong, Weize Garmon, Drew Watts, Ishaan Bhatia, Kush Gupta, Khyatti Miecnikowski, Matt Vallet, Hugo Taly, Ankur Loper, Edward Joshi, Saket Atwood, James Chick, Jo Collier, Mark Iliopoulos, Fotis Trostle, Ryan Gunel, Beliz Leal-Cavazos, Ramiro Hrafnkelsson, Arnar Mar Guzman, Michael Ju, Xiaoen Forbes, Andy Emond, Jesse Chauhan, Kushal Caine, Ben Xiao, Li Zeng, Wenjun Moufarek, Alexandre Murphy, Daniel Meng, Maya Gupta, Nitish Riedel, Felix Das, Anil Lawal, Elijah Narayan, Shashi Sosea, Tiberiu Swirhun, James Friso, Linda Neyshabur, Behnam Lu, Jing Girgin, Sertan Wunder, Michael Yvinec, Edouard Pyne, Aroonalok Carbune, Victor Rijhwani, Shruti Guo, Yang Doshi, Tulsee Briukhov, Anton Bain, Max Hitron, Ayal Wang, Xuanhui Gupta, Ashish Chen, Ke Du, Cosmo Zhang, Weiyang Shah, Dhruv Akula, Arjun Dylla, Max Kachra, Ashyana Kuo, Weicheng Zou, Tingting Wang, Lily Xu, Luyao Zhu, Jifan Snyder, Justin Menon, Sachit Firat, Orhan Mordatch, Igor Yuan, Yuan Ponomareva, Natalia Blevins, Rory Moore, Lawrence Wang, Weijun Chen, Phil Scholz, Martin Dwornik, Artur Lin, Jason Li, Sicheng Antognini, Diego I, Te Song, Xiaodan Miller, Matt Kalra, Uday Raveret, Adam Akerlund, Oscar Wu, Felix Nystrom, Andrew Godbole, Namrata Liu, Tianqi DeBalsi, Hannah Zhao, Jewel Liu, Buhuang Caciularu, Avi Lax, Lauren Khandelwal, Urvashi Langston, Victoria Bailey, Eric Lattanzi, Silvio Wang, Yufei Kovelamudi, Neel Mondal, Sneha Guruganesh, Guru Hua, Nan Roval, Ofir Wesołowski, Paweł Ingale, Rishikesh Halcrow, Jonathan Sohn, Tim Angermueller, Christof Raad, Bahram Stickgold, Eli Lu, Eva Kosik, Alec Xie, Jing Lillicrap, Timothy Huang, Austin Zhang, Lydia Lihui Paulus, Dominik Farabet, Clement Wertheim, Alex Wang, Bing Joshi, Rishabh Ko, Chu-ling Wu, Yonghui Agrawal, Shubham Lin, Lily Sheng, XiangHai Sung, Peter Breland-King, Tyler Butterfield, Christina Gawde, Swapnil Singh, Sumeet Zhang, Qiao Apte, Raj Shetty, Shilpa Hutter, Adrian Li, Tao Salesky, Elizabeth Lebron, Federico Kanerva, Jonni Paganini, Michela Nguyen, Arthur Vallu, Rohith Peter, Jan-Thorsten Velury, Sarmishta Kao, David Hoover, Jay Bortsova, Anna Bishop, Colton Jakobovits, Shoshana Agostini, Alessandro Agarwal, Alekh Liu, Chang Kwong, Charles Tavakkol, Sasan Bica, Ioana Greve, Alex GP, Anirudh Marcus, Jake Hou, Le Duerig, Tom Moroshko, Rivka Lacey, Dave Davis, Andy Amelot, Julien Wang, Guohui Kim, Frank Strinopoulos, Theofilos Wan, Hui Lan, Charline Le Krishnan, Shankar Tang, Haotian Humphreys, Peter Bai, Junwen Shtacher, Idan Heimlich Machado, Diego Pang, Chenxi Burke, Ken Liu, Dangyi Aravamudhan, Renga Song, Yue Hirst, Ed Singh, Abhimanyu Jou, Brendan Bai, Liang Piccinno, Francesco Fu, Chuyuan Kelly 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Finkelstein, Mara Petek, Denis Liang, Lihao Billock, Greg Sun, Pei Wood, David Song, Yiwen Yu, Xiaobin Matejovicova, Tatiana Cohen, Regev Andra, Kalyan D'Ambrosio, David Deng, Zhiwei Nallatamby, Vincent Songhori, Ebrahim Dangovski, Rumen Lampinen, Andrew Botadra, Pankil Hillier, Adam Cao, Jiawei Baddi, Nagabhushan Kuncoro, Adhi Yoshino, Toshihiro Bhagatwala, Ankit Ranzato, Marcáurelio Schaeffer, Rylan Liu, Tianlin Ye, Shuai Sarvana, Obaid Nham, John Kuang, Chenkai Gao, Isabel Baek, Jinoo Mittal, Shubham Wahid, Ayzaan Gergely, Anita Ni, Bin Feldman, Josh Muir, Carrie Lamblin, Pascal Macherey, Wolfgang Dyer, Ethan Kilpatrick, Logan Campos, Víctor Bhutani, Mukul Fort, Stanislav Ahmad, Yanif Severyn, Aliaksei Chatziprimou, Kleopatra Ferludin, Oleksandr Dimarco, Mason Kusupati, Aditya Heyward, Joe Bahir, Dan Villela, Kevin Millican, Katie Marcus, Dror Bahargam, Sanaz Unlu, Caglar Roth, Nicholas Wei, Zichuan Gopal, Siddharth Ghoshal, Deepanway Lee, Edward Lin, Sharon Lees, Jennie Lee, Dayeong Hosseini, Anahita Fan, Connie Neel, Seth Wu, Marcus Altun, Yasemin Cai, Honglong Piqueras, Enrique Woodward, Josh Bissacco, Alessandro Haykal, Salem Bordbar, Mahyar Sundaram, Prasha Hodkinson, Sarah Toyama, Daniel Polovets, George Myers, Austin Sinha, Anu Levinboim, Tomer Krishnakumar, Kashyap Chhaparia, Rachita Sholokhova, Tatiana Gundavarapu, Nitesh Bharadwaj Jawahar, Ganesh Qureshi, Haroon Hu, Jieru Momchev, Nikola Rahtz, Matthew Wu, Renjie S, Aishwarya P Dhamdhere, Kedar Guo, Meiqi Gupta, Umang Eslami, Ali Schain, Mariano Blokzijl, Michiel Welling, David Orr, Dave Bolelli, Levent Perez-Nieves, Nicolas Sirotenko, Mikhail Prasad, Aman Kar, Arjun Pigem, Borja De Balle Terzi, Tayfun Weisz, Gellért Ghosh, Dipankar Mavalankar, Aditi Madeka, Dhruv Daugaard, Kaspar Adam, Hartwig Shah, Viraj Berman, Dana Tran, Maggie Baker, Steven Andrejczuk, Ewa Chole, Grishma Raboshchuk, Ganna Mirzazadeh, Mahdi Kagohara, Thais Wu, Shimu Schallhart, Christian Orlando, Bernett Wang, Chen Rrustemi, Alban Xiong, Hao Liu, Hao Vezer, Arpi Ramsden, Nolan Chang, Shuo-yiin Mudgal, Sidharth Li, Yan Vieillard, Nino Hoshen, Yedid Ahmad, Farooq Slone, Ambrose Hua, Amy Potikha, Natan Rossini, Mirko Stritar, Jon Prakash, Sushant Wang, Zifeng Dong, Xuanyi Nazari, Alireza Nehoran, Efrat Tekelioglu, Kaan Li, Yinxiao Badola, Kartikeya Funkhouser, Tom Li, Yuanzhen Yerram, Varun Ganeshan, Ramya Formoso, Daniel Langner, Karol Shi, Tian Li, Huijian Yamamori, Yumeya Panda, Amayika Saade, Alaa Scarpati, Angelo Scorza Breaux, Chris Carey, CJ Zhou, Zongwei Hsieh, Cho-Jui Bridgers, Sophie Butryna, Alena Gupta, Nishesh Tulsyan, Vaibhav Woo, Sanghyun Eltyshev, Evgenii Grathwohl, Will Parks, Chanel Benjamin, Seth Panigrahy, Rina Dodhia, Shenil De Freitas, Daniel Sauer, Chris Song, Will Alet, Ferran Tolins, Jackson Paduraru, Cosmin Zhou, Xingyi Albert, Brian Zhang, Zizhao Shu, Lei Bansal, Mudit Nguyen, Sarah Globerson, Amir Xiao, Owen Manyika, James Hennigan, Tom Rong, Rong Matak, Josip Bakalov, Anton Sharma, Ankur Sinopalnikov, Danila Pierson, Andrew Roller, Stephen Brown, Geoff Gao, Mingcen Fukuzawa, Toshiyuki Ghafouri, Amin Vassigh, Kenny Barr, Iain Wang, Zhicheng Korsun, Anna Jayaram, Rajesh Ren, Lijie Zaman, Tim Khan, Samira Lunts, Yana Deutsch, Dan Uthus, Dave Katz, Nitzan Samsikova, Masha Khalifa, Amr Sethi, Nikhil Sun, Jiao Tang, Luming Alon, Uri Luo, Xianghong Yu, Dian Nayyar, Abhishek Petrini, Bryce Truong, Will Hellendoorn, Vincent Chinaev, Nikolai Alberti, Chris Wang, Wei Hu, Jingcao Mirrokni, Vahab Balashankar, Ananth Aharon, Avia Mehta, Aahil Iscen, Ahmet Kready, Joseph Manning, Lucas Mohananey, Anhad Chen, Yuankai Tripathi, Anshuman Wu, Allen Petrovski, Igor Hwang, Dawsen Baeuml, Martin Chandrakaladharan, Shreyas Liu, Yuan Coaguila, Rey Chen, Maxwell Ma, Sally Tafti, Pouya Tatineni, Susheel Spitz, Terry Ye, Jiayu Vicol, Paul Rosca, Mihaela Puigdomènech, Adrià Yahav, Zohar Ghemawat, Sanjay Lin, Hanzhao Kirk, Phoebe Nabulsi, Zaid Brin, Sergey Bohnet, Bernd Caluwaerts, Ken Veerubhotla, Aditya Srikanth Zheng, Dan Dai, Zihang Petrov, Petre Xu, Yichong Mehran, Ramin Xu, Zhuo Zintgraf, Luisa Choi, Jiho Hombaiah, Spurthi Amba Thoppilan, Romal Reddi, Sashank Lew, Lukasz Li, Li Webster, Kellie Sawhney, KP Lamprou, Lampros Shakeri, Siamak Lunayach, Mayank Chen, Jianmin Bagri, Sumit Salcianu, Alex Chen, Ying Donchev, Yani Magister, Charlotte Nørly, Signe Rodrigues, Vitor Izo, Tomas Noga, Hila Zou, Joe Köppe, Thomas Zhou, Wenxuan Lee, Kenton Long, Xiangzhu Eisenbud, Danielle Chen, Anthony Schenck, Connor To, Chi Ming Zhong, Peilin Taropa, Emanuel Truong, Minh Levy, Omer Martins, Danilo Zhang, Zhiyuan Semturs, Christopher Zhang, Kelvin Yakubovich, Alex Moreno, Pol McConnaughey, Lara Lu, Di Redmond, Sam Weerts, Lotte Bitton, Yonatan Refice, Tiziana Lacasse, Nicolas Conmy, Arthur Tallec, Corentin Odell, Julian Forbes-Pollard, Hannah Socala, Arkadiusz Hoech, Jonathan Kohli, Pushmeet Walton, Alanna Wang, Rui Sazanovich, Mikita Zhu, Kexin Kapishnikov, Andrei Galt, Rich Denton, Matthew Murdoch, Ben Sikora, Caitlin Mohamed, Kareem Wei, Wei First, Uri McConnell, Tim Cobo, Luis C. Qin, James Avrahami, Thi Balle, Daniel Watanabe, Yu Louis, Annie Kraft, Adam Ariafar, Setareh Gu, Yiming Rives, Eugénie Yoon, Charles Rusu, Andrei Cobon-Kerr, James Hahn, Chris Luo, Jiaming Yuvein Zhu Ahuja, Niharika Benenson, Rodrigo Kaufman, Raphaël Lopez Yu, Honglin Hightower, Lloyd Zhang, Junlin Ni, Darren Hendricks, Lisa Anne Wang, Gabby Yona, Gal Jain, Lalit Barrio, Pablo Bhupatiraju, Surya Velusamy, Siva Dafoe, Allan Riedel, Sebastian Thomas, Tara Yuan, Zhe Bellaiche, Mathias Panthaplackel, Sheena Kloboves, Klemen Jauhari, Sarthak Akbulut, Canfer Davchev, Todor Gladchenko, Evgeny Madras, David Chuklin, Aleksandr Hill, Tyrone Yuan, Quan Madhavan, Mukundan Leonhard, Luke Scandinaro, Dylan Chen, Qihang Niu, Ning Douillard, Arthur Damoc, Bogdan Onoe, Yasumasa Pedregosa, Fabian Bertsch, Fred Leichner, Chas Pagadora, Joseph Malmaud, Jonathan Ponda, Sameera Twigg, Andy Duzhyi, Oleksii Shen, Jingwei Wang, Miaosen Garg, Roopal Chen, Jing Evci, Utku Lee, Jonathan Liu, Leon Kojima, Koji Yamaguchi, Masa Rajendran, Arunkumar Piergiovanni, AJ Rajendran, Vinodh Kumar Fornoni, Marco Ibagon, Gabriel Ragan, Harry Khan, Sadh MNM Blitzer, John Bunner, Andrew Sun, Guan Kosakai, Takahiro Lundberg, Scott Elue, Ndidi Guu, Kelvin Park, SK Park, Jane Narayanaswamy, Arunachalam Wu, Chengda Mudigonda, Jayaram Cohn, Trevor Mu, Hairong Kumar, Ravi Graesser, Laura Zhang, Yichi Killam, Richard Zhuang, Vincent Giménez, Mai Jishi, Wael Al Ley-Wild, Ruy Zhai, Alex Osawa, Kazuki Cedillo, Diego Liu, Jialu Upadhyay, Mayank Sieniek, Marcin Sharma, Roshan Paine, Tom Angelova, Anelia Addepalli, Sravanti Parada, Carolina Majumder, Kingshuk Lamp, Avery Kumar, Sanjiv Deng, Xiang Myaskovsky, Artiom Sabolić, Tea Dudek, Jeffrey York, Sarah Quitry, Félix de Chaumont Nie, Jiazhong Cattle, Dee Gunjan, Alok Piot, Bilal Khawaja, Waleed Bang, Seojin Wang, Simon Khodadadeh, Siavash R, Raghavender Rawlani, Praynaa Powell, Richard Lee, Kevin Griesser, Johannes Oh, GS Magalhaes, Cesar Li, Yujia Tokumine, Simon Vogel, Hadas Natalie Hsu, Dennis BC, Arturo Jindal, Disha Cohen, Matan Yang, Zi Yuan, Junwei de Cesare, Dario Bruguier, Tony Xu, Jun Roy, Monica Jacovi, Alon Belov, Dan Arya, Rahul Meadowlark, Phoenix Cohen-Ganor, Shlomi Ye, Wenting Morris-Suzuki, Patrick Banzal, Praseem Song, Gan Ponnuramu, Pranavaraj Zhang, Fred Scrivener, George Zaiem, Salah Rochman, Alif Raditya Han, Kehang Ghazi, Badih Lee, Kate Drath, Shahar Suo, Daniel Girgis, Antonious Shenoy, Pradeep Nguyen, Duy Eck, Douglas Gupta, Somit Yan, Le Carreira, Joao Gulati, Anmol Sang, Ruoxin Mirylenka, Daniil Cooney, Emma Chou, Edward Ling, Mingyang Fan, Cindy Coleman, Ben Tubone, Guilherme Kumar, Ravin Baldridge, Jason Hernandez-Campos, Felix Lazaridou, Angeliki Besley, James Yona, Itay Bulut, Neslihan Wellens, Quentin Pierigiovanni, AJ George, Jasmine Green, Richard Han, Pu Tao, Connie Clark, Geoff You, Chong Abdolmaleki, Abbas Fu, Justin Chen, Tongzhou Chaugule, Ashwin Chandorkar, Angad Rahman, Altaf Thompson, Will Koanantakool, Penporn Bernico, Mike Ren, Jie Vlasov, Andrey Vassilvitskii, Sergei Kula, Maciej Liang, Yizhong Kim, Dahun Huang, Yangsibo Ye, Chengxi Lepikhin, Dmitry Helmholz, Wesley
author_facet	Comanici, Gheorghe Bieber, Eric Schaekermann, Mike Pasupat, Ice Sachdeva, Noveen Dhillon, Inderjit Blistein, Marcel Ram, Ori Zhang, Dan Rosen, Evan Marris, Luke Petulla, Sam Gaffney, Colin Aharoni, Asaf Lintz, Nathan Pais, Tiago Cardal Jacobsson, Henrik Szpektor, Idan Jiang, Nan-Jiang Haridasan, Krishna Omran, Ahmed Saunshi, Nikunj Bahri, Dara Mishra, Gaurav Chu, Eric Boyd, Toby Hekman, Brad Parisi, Aaron Zhang, Chaoyi Kawintiranon, Kornraphop Bedrax-Weiss, Tania Wang, Oliver Xu, Ya Purkiss, Ollie Mendlovic, Uri Deutel, Ilaï Nguyen, Nam Langley, Adam Korn, Flip Rossazza, Lucia Ramé, Alexandre Waghmare, Sagar Miller, Helen Byrd, Nathan Sheshan, Ashrith Hadsell, Raia Bhardwaj, Sangnie Janus, Pawel Rissa, Tero Horgan, Dan Abdagic, Alvin Belenki, Lior Allingham, James Singh, Anima Guidroz, Theo Srinivasan, Srivatsan Schmit, Herman Chiafullo, Kristen Elisseeff, Andre Jha, Nilpa Kolhar, Prateek Berrada, Leonard Ding, Frank Si, Xiance Mallick, Shrestha Basu Och, Franz Erell, Sofia Ni, Eric Latkar, Tejasi Yang, Sherry Sirkovic, Petar Feng, Ziqiang Leland, Robert Hornung, Rachel Wu, Gang Blundell, Charles Alvari, Hamidreza Huang, Po-Sen Yip, Cathy Deur, Sanja Liu, Li Surita, Gabriela Duque, Pablo Damen, Dima Jia, Johnson Guez, Arthur Mircea, Markus Sinha, Animesh Magni, Alberto Stradomski, Paweł Marian, Tal Galić, Vlado Chen, Wenhu Husain, Hisham Singhal, Achintya Grewe, Dominik Aubet, François-Xavier Song, Shuang Blanco, Lorenzo Rechis, Leland Ho, Lewis Munoz, Rich Zheng, Kelvin Hamrick, Jessica Mather, Kevin Taitelbaum, Hagai Rutherford, Eliza Lei, Yun Chen, Kuangyuan Shukla, Anand Moreira, Erica Doi, Eric Isik, Berivan Shabat, Nir Rogozińska, Dominika Kolipaka, Kashyap Chang, Jason Vušak, Eugen Venkatachary, Srinivasan Noghabi, Shadi Bharti, Tarun Jun, Younghoon Zaks, Aleksandr Green, Simon Challagundla, Jeshwanth Wong, William Mohammad, Muqthar Hirsch, Dean Cheng, Yong Naim, Iftekhar Proleev, Lev Vincent, Damien Singh, Aayush Krikun, Maxim Krishnan, Dilip Ghahramani, Zoubin Atias, Aviel Aggarwal, Rajeev Kirov, Christo Vytiniotis, Dimitrios Koh, Christy Chronopoulou, Alexandra Dogra, Pawan Ion, Vlad-Doru Tyen, Gladys Lee, Jason Weissenberger, Felix Strohman, Trevor Balakrishna, Ashwin Rae, Jack Velic, Marko de Liedekerke, Raoul Elyada, Oded Yuan, Wentao Liu, Canoee Shani, Lior Kishchenko, Sergey Alessio, Bea Li, Yandong Song, Richard Kwei, Sam Jankowski, Orion Pappu, Aneesh Namiki, Youhei Ma, Yenai Tripuraneni, Nilesh Cherry, Colin Ikonomidis, Marissa Ling, Yu-Cheng Ji, Colin Westberg, Beka Wright, Auriel Yu, Da Parkinson, David Ramaswamy, Swaroop Connor, Jerome Yeganeh, Soheil Hassas Grover, Snchit Kenwright, George Litchev, Lubo Apps, Chris Tomala, Alex Halim, Felix Castro-Ros, Alex Li, Zefei Boral, Anudhyan Sho, Pauline Yarom, Michal Malmi, Eric Klinghoffer, David Lin, Rebecca Ansell, Alan S, Pradeep Kumar Zhao, Shubin Zuo, Siqi Santoro, Adam Cheng, Heng-Tze Demmessie, Solomon Liu, Yuchi Brichtova, Nicole Culp, Allie Braun, Nathaniel Graur, Dan Ng, Will Mehta, Nikhil Phillips, Aaron Sundberg, Patrik Godbole, Varun Liu, Fangyu Katariya, Yash Rim, David Seyedhosseini, Mojtaba Ammirati, Sean Valfridsson, Jonas Malihi, Mahan Knight, Timothy Toor, Andeep Lampe, Thomas Ittycheriah, Abe Chiang, Lewis Yeung, Chak Fréchette, Alexandre Rao, Jinmeng Wang, Huisheng Srivastava, Himanshu Zhang, Richard Rhodes, Rocky Brand, Ariel Weesner, Dean Figotin, Ilya Gimeno, Felix Fellinger, Rachana Marcenac, Pierre Leal, José Marcus, Eyal Cotruta, Victor Cabrera, Rodrigo Luo, Sheryl Garrette, Dan Axelrod, Vera Baltateanu, Sorin Barker, David Chen, Dongkai Toma, Horia Ingram, Ben Riesa, Jason Kulkarni, Chinmay Zhang, Yujing Liu, Hongbin Wang, Chao Polacek, Martin Wu, Will Hui, Kai Reyes, Adrian N Su, Yi Barnes, Megan Malhi, Ishaan Siddiqui, Anfal Feng, Qixuan Damaschin, Mihai Pighin, Daniele Steiner, Andreas Yang, Samuel Boppana, Ramya Sree Ivanov, Simeon Kandoor, Arun Shah, Aditya Mujika, Asier Huang, Da Choquette-Choo, Christopher A. Patel, Mohak Yu, Tianhe Creswell, Toni Jerry Liu Barros, Catarina Razeghi, Yasaman Roy, Aurko Culliton, Phil Xiong, Binbin Pan, Jiaqi Strohmann, Thomas Powell, Tolly Seal, Babi DeCarlo, Doug Shyam, Pranav Katircioglu, Kaan Wang, Xuezhi Hardin, Cassidy Odisho, Immanuel Broder, Josef Chang, Oscar Nair, Arun Shtefan, Artem O'Brien, Maura Agarwal, Manu Potluri, Sahitya Goyal, Siddharth Jhindal, Amit Thakur, Saksham Stuken, Yury Lyon, James Toutanova, Kristina Feng, Fangxiaoyu Wu, Austin Horn, Ben Wang, Alek Cullum, Alex Taubman, Gabe Shrivastava, Disha Shi, Chongyang Tomlinson, Hamish Patel, Roma Tu, Tao Oflazer, Ada Maksutaj Pongetti, Francesco Yang, Mingyao Taïga, Adrien Ali Perot, Vincent Pierse, Nuo Wang Han, Feng Drori, Yoel Iturrate, Iñaki Chakrabarti, Ayan Yeung, Legg Dopson, Dave Chen, Yi-ting Kulshreshtha, Apoorv Guo, Tongfei Pham, Philip Schuster, Tal Chen, Junquan Polozov, Alex Xing, Jinwei Zhou, Huanjie Kacham, Praneeth Kukliansky, Doron Miech, Antoine Yaroshenko, Sergey Chi, Ed Douglas, Sholto Fei, Hongliang Blondel, Mathieu Myla, Preethi Madmoni, Lior Wu, Xing Keysers, Daniel Kjems, Kristian Albuquerque, Isabela Yu, Lijun D'sa, Joel Plantan, Michelle Ionescu, Vlad Elias, Jaume Sanchez Gupta, Abhirut Vuyyuru, Manish Reddy Alcober, Fred Zhou, Tong Ji, Kaiyang Hartmann, Florian Puttagunta, Subha Song, Hugo Amid, Ehsan Stefanoiu, Anca Lee, Andrew Pucciarelli, Paul Wang, Emma Raul, Amit Petrov, Slav Tian, Isaac Anklin, Valentin Nti, Nana Gomes, Victor Schumacher, Max Vesom, Grace Panagopoulos, Alex Bousmalis, Konstantinos Andor, Daniel Jacob, Josh Zhang, Yuan Rosgen, Bill Kecman, Matija Tung, Matthew Belias, Alexandra Goodman, Noah Covington, Paul Wieder, Brian Saxena, Nikita Davoodi, Elnaz Huang, Muhuan Maddineni, Sharath Roulet, Vincent Campbell-Ajala, Folawiyo Sessa, Pier Giuseppe Xintian Wu Lai, Guangda Collins, Paul Haig, Alex Sakenas, Vytenis Xu, Xiaowei Giustina, Marissa Shafey, Laurent El Charoenpanit, Pichi Garg, Shefali Ainslie, Joshua Severson, Boone Arenas, Montse Gonzalez Pathak, Shreya Rajayogam, Sujee Feng, Jie Bakker, Michiel Li, Sheng Wichers, Nevan Rogers, Jamie Geng, Xinyang Li, Yeqing Jagerman, Rolf Jia, Chao Olmert, Nadav Sharon, David Mauger, Matthew Mariserla, Sandeep Ma, Hongxu Mohabey, Megha Kim, Kyuyeun Andreev, Alek Pollom, Scott Love, Juliette Jain, Vihan Agrawal, Priyanka Schroecker, Yannick Fortin, Alisa Warmuth, Manfred Liu, Ji Leach, Andrew Blok, Irina Girirajan, Ganesh Poomal Aharoni, Roee Uria, Benigno Sozanschi, Andrei Goldberg, Dan Ionita, Lucian Ribeiro, Marco Tulio Zlocha, Martin Birodkar, Vighnesh Lachgar, Sami Yuan, Liangzhe Choudhury, Himadri Ginsberg, Matt Zheng, Fei Dibb, Gregory Graves, Emily Lokhande, Swachhand Rasskin, Gabriel Muraru, George-Cristian Quick, Corbin Tata, Sandeep Sermanet, Pierre Chawla, Aditya Karo, Itay Wang, Yan Zhang, Susan Keller, Orgad Dragan, Anca Su, Guolong Chou, Ian Liu, Xi Tao, Yiqing Prabhakara, Shruthi Wilson, Marc Liu, Ruibo Wang, Shibo Evans, Georgie Du, David Castaño, Alfonso Prasad, Gautam Mahdy, Mona El Gerlach, Sebastian Reid, Machel Kahn, Jarrod Zait, Amir Pillai, Thanumalayan Sankaranarayana Ulrich, Thatcher Wang, Guanyu Wassenberg, Jan Farkash, Efrat Yalasangi, Kiran Wang, Congchao Bauza, Maria Bucher, Simon Liu, Ting Yan, Jun Leung, Gary Sindhwani, Vikas Barnes, Parker Singh, Avi Jurin, Ivan Chang, Jichuan Bhumihar, Niket Kumar Eiger, Sivan Citovsky, Gui Withbroe, Ben Li, Zhang Xue, Siyang Santo, Niccolò Dal Stoyanov, Georgi Raimond, Yves Zheng, Steven Gao, Yilin Listík, Vít Kwasiborski, Sławek Saputro, Rachel Ozturel, Adnan Mallya, Ganesh Majmundar, Kushal West, Ross Caron, Paul Wei, Jinliang Castrejon, Lluis Vikram, Sharad Ramachandran, Deepak Dhawan, Nikhil Park, Jiho Smoot, Sara Driessche, George van den Blau, Yochai Malik, Chase Liang, Wei Hirsch, Roy Santos, Cicero Nogueira dos Weinstein, Eugene Oord, Aäron van den Lall, Sid FitzGerald, Nicholas Jiang, Zixuan Yang, Xuan Webster, Dale Elqursh, Ali Pope, Aedan Rotival, Georges Raposo, David Zhu, Wanzheng Dean, Jeff Alabed, Sami Tran, Dustin Gupta, Arushi Gleicher, Zach Austin, Jessica Rosseel, Edouard Umekar, Megh Das, Dipanjan Sun, Yinghao Chen, Kai Misiunas, Karolis Zhou, Xiang Di, Yixian Loo, Alyssa Newlan, Josh Li, Bo Ramasesh, Vinay Xu, Ying Chen, Alex Gandhe, Sudeep Soricut, Radu Gupta, Nikita Hu, Shuguang El-Sayed, Seliem Garcia, Xavier Brusilovsky, Idan Chen, Pu-Chin Bolt, Andrew Huang, Lu Gurney, Alex Zhang, Zhiying Pritzel, Alexander Wilkiewicz, Jarek Seybold, Bryan Shamanna, Bhargav Kanagal Fischer, Felix Dean, Josef Gill, Karan Mcilroy, Ross Bhowmick, Abhishek Selier, Jeremy Yang, Antoine Cheng, Derek Magay, Vladimir Tan, Jie Varma, Dhriti Walder, Christian Kocisky, Tomas Nakashima, Ryo Natsev, Paul Kwong, Mike Gog, Ionel Zhang, Chiyuan Dieleman, Sander Jimma, Thomas Ryabtsev, Andrey Brahma, Siddhartha Steiner, David Du, Dayou Žužul, Ante Žanić, Mislav Raghavachari, Mukund Gierke, Willi Zheng, Zeyu Petrova, Dessie Dauphin, Yann Liu, Yuchuan Kessler, Ido Hand, Steven Duvarney, Chris Kim, Seokhwan Lee, Hyo Hussenot, Léonard Hui, Jeffrey Smith, Josh Jain, Deepali Xia, Jiawei Tomar, Gaurav Singh Amiri, Keyvan Phan, Du Fuchs, Fabian Weyand, Tobias Tomasev, Nenad Cordell, Alexandra Liu, Xin Mallinson, Jonathan Joshi, Pankaj Crawford, Andy Suggala, Arun Chien, Steve Fernando, Nick Sanchez-Vargas, Mariella Williams, Duncan Crone, Phil Luo, Xiyang Karpov, Igor Shan, Jyn Thurk, Terry Strudel, Robin Voigtlaender, Paul Patil, Piyush Dozat, Tim Khodaei, Ali Singla, Sahil Ambroszczyk, Piotr Wu, Qiyin Chang, Yifan Roark, Brian Hegde, Chaitra Ding, Tianli Filos, Angelos Wu, Zhongru Pinto, André Susano Liu, Shuang Khanna, Saarthak Pandey, Aditya Mcloughlin, Siobhan Li, Qiujia Haves, Sam Zhou, Allan Buchatskaya, Elena Leal, Isabel de Boursac, Peter Akazawa, Nami Anderson, Nina Chen, Terry Somandepalli, Krishna Liang, Chen Goenka, Sheela Winkler, Stephanie Grushetsky, Alexander Ding, Yifan Smith, Jamie Ye, Fan Pont-Tuset, Jordi Li, Eric Li, 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Sharma, Abhanshu Xian, Yongqin Seo, Sungyong Cui, Claire Pochernina, Elena Baetu, Cip Jastrzębski, Krzysztof Ly, Mimi Elhawaty, Mohamed Suh, Dan Sezener, Eren Wang, Pidong Yuen, Nancy Tucker, George Cai, Jiahao Yang, Zuguang Wang, Cindy Muzio, Alex Qian, Hai Yoo, Jae Lockhart, Derek McKee, Kevin R. Guo, Mandy Mehrotra, Malika Mendonça, Artur Mehta, Sanket Vaibhav Ben, Sherry Tekur, Chetan Mu, Jiaqi Zhu, Muye Krakovna, Victoria Lee, Hongrae Maschinot, AJ Cevey, Sébastien Choe, HyunJeong Bai, Aijun Srinivasan, Hansa Gasaway, Derek Young, Nick Siegler, Patrick Holtmann-Rice, Dan Piratla, Vihari Baumli, Kate Yogev, Roey Hofer, Alex van Hasselt, Hado Grant, Svetlana Chervonyi, Yuri Silver, David Hogue, Andrew Agarwal, Ayushi Wang, Kathie Singh, Preeti Flynn, Four Lipschultz, Josh David, Robert Bellot, Lizzetth Yang, Yao-Yuan Le, Long Graziano, Filippo Olszewska, Kate Hui, Kevin Maurya, Akanksha Parotsidis, Nikos Chen, Weijie Oguntebi, Tayo Kelley, Joe Baddepudi, Anirudh Mauerer, Johannes Shaw, Gregory Siegman, Alex Yang, Lin Shetty, Shravya Roy, Subhrajit Song, Yunting Stokowiec, Wojciech Burnell, Ryan Savant, Omkar Busa-Fekete, Robert Miao, Jin Ghosh, Samrat MacDermed, Liam Lippe, Phillip Dektiarev, Mikhail Behrman, Zach Mentzer, Fabian Nguyen, Kelvin Wei, Meng Verma, Siddharth 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Louis Kasenberg, Daniel Rao, Girish Ramchandra Leurent, Edouard Zhang, Biao Stevens, Sage Salazar, Ana Zhang, Ye Lobov, Ivan Walker, Jake Porter, Allen Redshaw, Morgan Ke, Han Rao, Abhishek Lee, Alex Lam, Hoi Moffitt, Michael Kim, Jaeyoun Qiao, Siyuan Koo, Terry Dadashi, Robert Song, Xinying Sundararajan, Mukund Xu, Peng Kawamoto, Chizu Zhong, Yan Barbu, Clara Reddy, Apoorv Verzetti, Mauro Li, Leon Papamakarios, George Klimczak-Plucińska, Hanna Cassin, Mary Kavukcuoglu, Koray Swavely, Rigel Vaucher, Alain Zhao, Jeffrey Hemsley, Ross Tschannen, Michael Ge, Heming Menghani, Gaurav Yu, Yang Ha, Natalie He, Wei Wu, Xiao Song, Maggie Sterneck, Rachel Zinke, Stefan Calian, Dan A. 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Dayeong Hosseini, Anahita Fan, Connie Neel, Seth Wu, Marcus Altun, Yasemin Cai, Honglong Piqueras, Enrique Woodward, Josh Bissacco, Alessandro Haykal, Salem Bordbar, Mahyar Sundaram, Prasha Hodkinson, Sarah Toyama, Daniel Polovets, George Myers, Austin Sinha, Anu Levinboim, Tomer Krishnakumar, Kashyap Chhaparia, Rachita Sholokhova, Tatiana Gundavarapu, Nitesh Bharadwaj Jawahar, Ganesh Qureshi, Haroon Hu, Jieru Momchev, Nikola Rahtz, Matthew Wu, Renjie S, Aishwarya P Dhamdhere, Kedar Guo, Meiqi Gupta, Umang Eslami, Ali Schain, Mariano Blokzijl, Michiel Welling, David Orr, Dave Bolelli, Levent Perez-Nieves, Nicolas Sirotenko, Mikhail Prasad, Aman Kar, Arjun Pigem, Borja De Balle Terzi, Tayfun Weisz, Gellért Ghosh, Dipankar Mavalankar, Aditi Madeka, Dhruv Daugaard, Kaspar Adam, Hartwig Shah, Viraj Berman, Dana Tran, Maggie Baker, Steven Andrejczuk, Ewa Chole, Grishma Raboshchuk, Ganna Mirzazadeh, Mahdi Kagohara, Thais Wu, Shimu Schallhart, Christian Orlando, Bernett Wang, Chen Rrustemi, Alban Xiong, Hao Liu, Hao Vezer, Arpi Ramsden, Nolan Chang, Shuo-yiin Mudgal, Sidharth Li, Yan Vieillard, Nino Hoshen, Yedid Ahmad, Farooq Slone, Ambrose Hua, Amy Potikha, Natan Rossini, Mirko Stritar, Jon Prakash, Sushant Wang, Zifeng Dong, Xuanyi Nazari, Alireza Nehoran, Efrat Tekelioglu, Kaan Li, Yinxiao Badola, Kartikeya Funkhouser, Tom Li, Yuanzhen Yerram, Varun Ganeshan, Ramya Formoso, Daniel Langner, Karol Shi, Tian Li, Huijian Yamamori, Yumeya Panda, Amayika Saade, Alaa Scarpati, Angelo Scorza Breaux, Chris Carey, CJ Zhou, Zongwei Hsieh, Cho-Jui Bridgers, Sophie Butryna, Alena Gupta, Nishesh Tulsyan, Vaibhav Woo, Sanghyun Eltyshev, Evgenii Grathwohl, Will Parks, Chanel Benjamin, Seth Panigrahy, Rina Dodhia, Shenil De Freitas, Daniel Sauer, Chris Song, Will Alet, Ferran Tolins, Jackson Paduraru, Cosmin Zhou, Xingyi Albert, Brian Zhang, Zizhao Shu, Lei Bansal, Mudit Nguyen, Sarah Globerson, Amir Xiao, Owen Manyika, James Hennigan, Tom Rong, Rong Matak, Josip Bakalov, Anton 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contents	In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our most capable model yet, achieving SoTA performance on frontier coding and reasoning benchmarks. In addition to its incredible coding and reasoning skills, Gemini 2.5 Pro is a thinking model that excels at multimodal understanding and it is now able to process up to 3 hours of video content. Its unique combination of long context, multimodal and reasoning capabilities can be combined to unlock new agentic workflows. Gemini 2.5 Flash provides excellent reasoning abilities at a fraction of the compute and latency requirements and Gemini 2.0 Flash and Flash-Lite provide high performance at low latency and cost. Taken together, the Gemini 2.X model generation spans the full Pareto frontier of model capability vs cost, allowing users to explore the boundaries of what is possible with complex agentic problem solving.
format	Preprint
id	arxiv_https___arxiv_org_abs_2507_06261
institution	arXiv
publishDate	2025
record_format	arxiv
spellingShingle	Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities Comanici, Gheorghe Bieber, Eric Schaekermann, Mike Pasupat, Ice Sachdeva, Noveen Dhillon, Inderjit Blistein, Marcel Ram, Ori Zhang, Dan Rosen, Evan Marris, Luke Petulla, Sam Gaffney, Colin Aharoni, Asaf Lintz, Nathan Pais, Tiago Cardal Jacobsson, Henrik Szpektor, Idan Jiang, Nan-Jiang Haridasan, Krishna Omran, Ahmed Saunshi, Nikunj Bahri, Dara Mishra, Gaurav Chu, Eric Boyd, Toby Hekman, Brad Parisi, Aaron Zhang, Chaoyi Kawintiranon, Kornraphop Bedrax-Weiss, Tania Wang, Oliver Xu, Ya Purkiss, Ollie Mendlovic, Uri Deutel, Ilaï Nguyen, Nam Langley, Adam Korn, Flip Rossazza, Lucia Ramé, Alexandre Waghmare, Sagar Miller, Helen Byrd, Nathan Sheshan, Ashrith Hadsell, Raia Bhardwaj, Sangnie Janus, Pawel Rissa, Tero Horgan, Dan Abdagic, Alvin Belenki, Lior Allingham, James Singh, Anima Guidroz, Theo Srinivasan, Srivatsan Schmit, Herman Chiafullo, Kristen Elisseeff, Andre Jha, Nilpa Kolhar, Prateek Berrada, Leonard Ding, Frank Si, Xiance Mallick, Shrestha Basu Och, Franz Erell, Sofia Ni, Eric Latkar, Tejasi Yang, Sherry Sirkovic, Petar Feng, Ziqiang Leland, Robert Hornung, Rachel Wu, Gang Blundell, Charles Alvari, Hamidreza Huang, Po-Sen Yip, Cathy Deur, Sanja Liu, Li Surita, Gabriela Duque, Pablo Damen, Dima Jia, Johnson Guez, Arthur Mircea, Markus Sinha, Animesh Magni, Alberto Stradomski, Paweł Marian, Tal Galić, Vlado Chen, Wenhu Husain, Hisham Singhal, Achintya Grewe, Dominik Aubet, François-Xavier Song, Shuang Blanco, Lorenzo Rechis, Leland Ho, Lewis Munoz, Rich Zheng, Kelvin Hamrick, Jessica Mather, Kevin Taitelbaum, Hagai Rutherford, Eliza Lei, Yun Chen, Kuangyuan Shukla, Anand Moreira, Erica Doi, Eric Isik, Berivan Shabat, Nir Rogozińska, Dominika Kolipaka, Kashyap Chang, Jason Vušak, Eugen Venkatachary, Srinivasan Noghabi, Shadi Bharti, Tarun Jun, Younghoon Zaks, Aleksandr Green, Simon Challagundla, Jeshwanth Wong, William Mohammad, Muqthar Hirsch, Dean Cheng, Yong Naim, Iftekhar Proleev, Lev Vincent, Damien Singh, Aayush Krikun, Maxim Krishnan, Dilip Ghahramani, Zoubin Atias, Aviel Aggarwal, Rajeev Kirov, Christo Vytiniotis, Dimitrios Koh, Christy Chronopoulou, Alexandra Dogra, Pawan Ion, Vlad-Doru Tyen, Gladys Lee, Jason Weissenberger, Felix Strohman, Trevor Balakrishna, Ashwin Rae, Jack Velic, Marko de Liedekerke, Raoul Elyada, Oded Yuan, Wentao Liu, Canoee Shani, Lior Kishchenko, Sergey Alessio, Bea Li, Yandong Song, Richard Kwei, Sam Jankowski, Orion Pappu, Aneesh Namiki, Youhei Ma, Yenai Tripuraneni, Nilesh Cherry, Colin Ikonomidis, Marissa Ling, Yu-Cheng Ji, Colin Westberg, Beka Wright, Auriel Yu, Da Parkinson, David Ramaswamy, Swaroop Connor, Jerome Yeganeh, Soheil Hassas Grover, Snchit Kenwright, George Litchev, Lubo Apps, Chris Tomala, Alex Halim, Felix Castro-Ros, Alex Li, Zefei Boral, Anudhyan Sho, Pauline Yarom, Michal Malmi, Eric Klinghoffer, David Lin, Rebecca Ansell, Alan S, Pradeep Kumar Zhao, Shubin Zuo, Siqi Santoro, Adam Cheng, Heng-Tze Demmessie, Solomon Liu, Yuchi Brichtova, Nicole Culp, Allie Braun, Nathaniel Graur, Dan Ng, Will Mehta, Nikhil Phillips, Aaron Sundberg, Patrik Godbole, Varun Liu, Fangyu Katariya, Yash Rim, David Seyedhosseini, Mojtaba Ammirati, Sean Valfridsson, Jonas Malihi, Mahan Knight, Timothy Toor, Andeep Lampe, Thomas Ittycheriah, Abe Chiang, Lewis Yeung, Chak Fréchette, Alexandre Rao, Jinmeng Wang, Huisheng Srivastava, Himanshu Zhang, Richard Rhodes, Rocky Brand, Ariel Weesner, Dean Figotin, Ilya Gimeno, Felix Fellinger, Rachana Marcenac, Pierre Leal, José Marcus, Eyal Cotruta, Victor Cabrera, Rodrigo Luo, Sheryl Garrette, Dan Axelrod, Vera Baltateanu, Sorin Barker, David Chen, Dongkai Toma, Horia Ingram, Ben Riesa, Jason Kulkarni, Chinmay Zhang, Yujing Liu, Hongbin Wang, Chao Polacek, Martin Wu, Will Hui, Kai Reyes, Adrian N Su, Yi Barnes, Megan Malhi, Ishaan Siddiqui, Anfal Feng, Qixuan Damaschin, Mihai Pighin, Daniele Steiner, Andreas Yang, Samuel Boppana, Ramya Sree Ivanov, Simeon Kandoor, Arun Shah, Aditya Mujika, Asier Huang, Da Choquette-Choo, Christopher A. Patel, Mohak Yu, Tianhe Creswell, Toni Jerry Liu Barros, Catarina Razeghi, Yasaman Roy, Aurko Culliton, Phil Xiong, Binbin Pan, Jiaqi Strohmann, Thomas Powell, Tolly Seal, Babi DeCarlo, Doug Shyam, Pranav Katircioglu, Kaan Wang, Xuezhi Hardin, Cassidy Odisho, Immanuel Broder, Josef Chang, Oscar Nair, Arun Shtefan, Artem O'Brien, Maura Agarwal, Manu Potluri, Sahitya Goyal, Siddharth Jhindal, Amit Thakur, Saksham Stuken, Yury Lyon, James Toutanova, Kristina Feng, Fangxiaoyu Wu, Austin Horn, Ben Wang, Alek Cullum, Alex Taubman, Gabe Shrivastava, Disha Shi, Chongyang Tomlinson, Hamish Patel, Roma Tu, Tao Oflazer, Ada Maksutaj Pongetti, Francesco Yang, Mingyao Taïga, Adrien Ali Perot, Vincent Pierse, Nuo Wang Han, Feng Drori, Yoel Iturrate, Iñaki Chakrabarti, Ayan Yeung, Legg Dopson, Dave Chen, Yi-ting Kulshreshtha, Apoorv Guo, Tongfei Pham, Philip Schuster, Tal Chen, Junquan Polozov, Alex Xing, Jinwei Zhou, Huanjie Kacham, Praneeth Kukliansky, Doron Miech, Antoine Yaroshenko, Sergey Chi, Ed Douglas, Sholto Fei, Hongliang Blondel, Mathieu Myla, Preethi Madmoni, Lior Wu, Xing Keysers, Daniel Kjems, Kristian Albuquerque, Isabela Yu, Lijun D'sa, Joel Plantan, Michelle Ionescu, Vlad Elias, Jaume Sanchez Gupta, Abhirut Vuyyuru, Manish Reddy Alcober, Fred Zhou, Tong Ji, Kaiyang Hartmann, Florian Puttagunta, Subha Song, Hugo Amid, Ehsan Stefanoiu, Anca Lee, Andrew Pucciarelli, Paul Wang, Emma Raul, Amit Petrov, Slav Tian, Isaac Anklin, Valentin Nti, Nana Gomes, Victor Schumacher, Max Vesom, Grace Panagopoulos, Alex Bousmalis, Konstantinos Andor, Daniel Jacob, Josh Zhang, Yuan Rosgen, Bill Kecman, Matija Tung, Matthew Belias, Alexandra Goodman, Noah Covington, Paul Wieder, Brian Saxena, Nikita Davoodi, Elnaz Huang, Muhuan Maddineni, Sharath Roulet, Vincent Campbell-Ajala, Folawiyo Sessa, Pier Giuseppe Xintian Wu Lai, Guangda Collins, Paul Haig, Alex Sakenas, Vytenis Xu, Xiaowei Giustina, Marissa Shafey, Laurent El Charoenpanit, Pichi Garg, Shefali Ainslie, Joshua Severson, Boone Arenas, Montse Gonzalez Pathak, Shreya Rajayogam, Sujee Feng, Jie Bakker, Michiel Li, Sheng Wichers, Nevan Rogers, Jamie Geng, Xinyang Li, Yeqing Jagerman, Rolf Jia, Chao Olmert, Nadav Sharon, David Mauger, Matthew Mariserla, Sandeep Ma, Hongxu Mohabey, Megha Kim, Kyuyeun Andreev, Alek Pollom, Scott Love, Juliette Jain, Vihan Agrawal, Priyanka Schroecker, Yannick Fortin, Alisa Warmuth, Manfred Liu, Ji Leach, Andrew Blok, Irina Girirajan, Ganesh Poomal Aharoni, Roee Uria, Benigno Sozanschi, Andrei Goldberg, Dan Ionita, Lucian Ribeiro, Marco Tulio Zlocha, Martin Birodkar, Vighnesh Lachgar, Sami Yuan, Liangzhe Choudhury, Himadri Ginsberg, Matt Zheng, Fei Dibb, Gregory Graves, Emily Lokhande, Swachhand Rasskin, Gabriel Muraru, George-Cristian Quick, Corbin Tata, Sandeep Sermanet, Pierre Chawla, Aditya Karo, Itay Wang, Yan Zhang, Susan Keller, Orgad Dragan, Anca Su, Guolong Chou, Ian Liu, Xi Tao, Yiqing Prabhakara, Shruthi Wilson, Marc Liu, Ruibo Wang, Shibo Evans, Georgie Du, David Castaño, Alfonso Prasad, Gautam Mahdy, Mona El Gerlach, Sebastian Reid, Machel Kahn, Jarrod Zait, Amir Pillai, Thanumalayan Sankaranarayana Ulrich, Thatcher Wang, Guanyu Wassenberg, Jan Farkash, Efrat Yalasangi, Kiran Wang, Congchao Bauza, Maria Bucher, Simon Liu, Ting Yan, Jun Leung, Gary Sindhwani, Vikas Barnes, Parker Singh, Avi Jurin, Ivan Chang, Jichuan Bhumihar, Niket Kumar Eiger, Sivan Citovsky, Gui Withbroe, Ben Li, Zhang Xue, Siyang Santo, Niccolò Dal Stoyanov, Georgi Raimond, Yves Zheng, Steven Gao, Yilin Listík, Vít Kwasiborski, Sławek Saputro, Rachel Ozturel, Adnan Mallya, Ganesh Majmundar, Kushal West, Ross Caron, Paul Wei, Jinliang Castrejon, Lluis Vikram, Sharad Ramachandran, Deepak Dhawan, Nikhil Park, Jiho Smoot, Sara Driessche, George van den Blau, Yochai Malik, Chase Liang, Wei Hirsch, Roy Santos, Cicero Nogueira dos Weinstein, Eugene Oord, Aäron van den Lall, Sid FitzGerald, Nicholas Jiang, Zixuan Yang, Xuan Webster, Dale Elqursh, Ali Pope, Aedan Rotival, Georges Raposo, David Zhu, Wanzheng Dean, Jeff Alabed, Sami Tran, Dustin Gupta, Arushi Gleicher, Zach Austin, Jessica Rosseel, Edouard Umekar, Megh Das, Dipanjan Sun, Yinghao Chen, Kai Misiunas, Karolis Zhou, Xiang Di, Yixian Loo, Alyssa Newlan, Josh Li, Bo Ramasesh, Vinay Xu, Ying Chen, Alex Gandhe, Sudeep Soricut, Radu Gupta, Nikita Hu, Shuguang El-Sayed, Seliem Garcia, Xavier Brusilovsky, Idan Chen, Pu-Chin Bolt, Andrew Huang, Lu Gurney, Alex Zhang, Zhiying Pritzel, Alexander Wilkiewicz, Jarek Seybold, Bryan Shamanna, Bhargav Kanagal Fischer, Felix Dean, Josef Gill, Karan Mcilroy, Ross Bhowmick, Abhishek Selier, Jeremy Yang, Antoine Cheng, Derek Magay, Vladimir Tan, Jie Varma, Dhriti Walder, Christian Kocisky, Tomas Nakashima, Ryo Natsev, Paul Kwong, Mike Gog, Ionel Zhang, Chiyuan Dieleman, Sander Jimma, Thomas Ryabtsev, Andrey Brahma, Siddhartha Steiner, David Du, Dayou Žužul, Ante Žanić, Mislav Raghavachari, Mukund Gierke, Willi Zheng, Zeyu Petrova, Dessie Dauphin, Yann Liu, Yuchuan Kessler, Ido Hand, Steven Duvarney, Chris Kim, Seokhwan Lee, Hyo Hussenot, Léonard Hui, Jeffrey Smith, Josh Jain, Deepali Xia, Jiawei Tomar, Gaurav Singh Amiri, Keyvan Phan, Du Fuchs, Fabian Weyand, Tobias Tomasev, Nenad Cordell, Alexandra Liu, Xin Mallinson, Jonathan Joshi, Pankaj Crawford, Andy Suggala, Arun Chien, Steve Fernando, Nick Sanchez-Vargas, Mariella Williams, Duncan Crone, Phil Luo, Xiyang Karpov, Igor Shan, Jyn Thurk, Terry Strudel, Robin Voigtlaender, Paul Patil, Piyush Dozat, Tim Khodaei, Ali Singla, Sahil Ambroszczyk, Piotr Wu, Qiyin Chang, Yifan Roark, Brian Hegde, Chaitra Ding, Tianli Filos, Angelos Wu, Zhongru Pinto, André Susano Liu, Shuang Khanna, Saarthak Pandey, Aditya Mcloughlin, Siobhan Li, Qiujia Haves, Sam Zhou, Allan Buchatskaya, Elena Leal, Isabel de Boursac, Peter Akazawa, Nami Anderson, Nina Chen, Terry Somandepalli, Krishna Liang, Chen Goenka, Sheela Winkler, Stephanie Grushetsky, Alexander Ding, Yifan Smith, Jamie Ye, Fan Pont-Tuset, Jordi Li, Eric Li, Ruichao Golany, Tomer Wegner, Dawid Jiang, Tao Barak, Omer Shangguan, Yuan Vértes, Eszter Wong, Renee Bornschein, Jörg Tudor, Alex Bevilacqua, Michele Schaul, Tom Rawat, Ankit Singh Zhao, Yang Axiotis, Kyriakos Meng, Lei McLean, Cory Lai, Jonathan Beattie, Jennifer Kushman, Nate Liu, Yaxin Kutzman, Blair Lang, Fiona Ye, Jingchen Netrapalli, Praneeth Mishra, Pushkar Khan, Myriam Goel, Megha Willoughby, Rob Tian, David Zhuang, Honglei Chen, JD Tsai, Zak Kementsietsidis, Tasos Khare, Arjun Keeling, James Xu, Keyang Waters, Nathan Altché, Florent Popat, Ashok Mittal, Bhavishya Saxton, David Badawy, Dalia El Mathieu, Michael Zheng, Zheng Zhou, Hao Ranka, Nishant Shin, Richard Duan, Qingnan Salimans, Tim Mihailescu, Ioana Shaham, Uri Chang, Ming-Wei Assael, Yannis Dikkala, Nishanth Izzard, Martin Cohen-Addad, Vincent Graves, Cat Feinberg, Vlad Chung, Grace Strouse, DJ Karmon, Danny Sharifzadeh, Sahand Ashwood, Zoe Pham, Khiem Blanton, Jon Vasiloff, Alex Barber, Jarred Geller, Mark Zhou, Aurick Zubach, Fedir Huang, Tzu-Kuo Zhang, Lei Gupta, Himanshu Young, Matt Proskurnia, Julia Votel, Ronny Gabeur, Valentin Barcik, Gabriel Tripathi, Aditya Yu, Hongkun Yan, Geng Changpinyo, Beer Pavetić, Filip Coyle, Amy Fujii, Yasuhisa Mendez, Jorge Gonzalez Zhou, Tianhao Rajamani, Harish Hechtman, Blake Cao, Eddie Juan, Da-Cheng Tan, Yi-Xuan Dalibard, Valentin Du, Yilun Clay, Natalie Yao, Kaisheng Jia, Wenhao Vijaykumar, Dimple Zhou, Yuxiang Bai, Xinyi Hung, Wei-Chih Pecht, Steven Todorov, Georgi Khadke, Nikhil Gupta, Pramod Lahoti, Preethi Autef, Arnaud Duddu, Karthik Lee-Thorp, James Bykovsky, Alexander Misiunas, Tautvydas Flennerhag, Sebastian Thangaraj, Santhosh McGiffin, Jed Nado, Zack Kunesch, Markus Noever, Andreas Hertz, Amir Liang, Marco Stone, Victor Palmer, Evan Daruki, Samira Pramanik, Arijit Põder, Siim Kyker, Austin Khan, Mina Sluzhaev, Evgeny Ritter, Marvin Ruderman, Avraham Zhou, Wenlei Nagpal, Chirag Vodrahalli, Kiran Necula, George Barham, Paul Pavlick, Ellie Hartford, Jay Shafran, Izhak Zhao, Long Mikuła, Maciej Eccles, Tom Shimokawa, Hidetoshi Garg, Kanav Vilnis, Luke Chen, Hanwen Shumailov, Ilia Lee, Kuang-Huei Abdelhamed, Abdelrahman Xie, Meiyan Cohen, Vered Hlavnova, Ester Malkin, Dan Sitawarin, Chawin Lottes, James Coquinot, Pauline Yu, Tianli Kumar, Sandeep Zhang, Jingwei Mahendru, Aroma Ahmed, Zafarali Martens, James Chen, Tao Boag, Aviel Peng, Daiyi Devin, Coline Klimovskiy, Arseniy Phuong, Mary Vainstein, Danny Xie, Jin Ramabhadran, Bhuvana Howard, Nathan Yu, Xinxin Goswami, Gitartha Cui, Jingyu Shleifer, Sam Pinto, Mario Yeh, Chih-Kuan Yang, Ming-Hsuan Javanmardi, Sara Ethier, Dan Lee, Chace Orbay, Jordi Kotecha, Suyog Bromberg, Carla Shaw, Pete Thornton, James Rosenthal, Adi Gerzi Gu, Shane Thomas, Matt Gemp, Ian Ayyar, Aditya Ushio, Asahi Selvan, Aarush Wee, Joel Liu, Chenxi Majzoubi, Maryam Yu, Weiren Abernethy, Jake Liechty, Tyler Pan, Renke Nguyen, Hoang Qiong Hu Perrin, Sarah Arora, Abhinav Pitler, Emily Wang, Weiyi Shivakumar, Kaushik Prost, Flavien Limonchik, Ben Wang, Jing Gao, Yi Cour, Timothee Buch, Shyamal Gui, Huan Ivanova, Maria Neubeck, Philipp Chan, Kelvin Kim, Lucy Chen, Huizhong Goyal, Naman Chung, Da-Woon Liu, Lu Su, Yao Petrushkina, Anastasia Shen, Jiajun Joulin, Armand Xu, Yuanzhong Lin, Stein Xudong Kulizhskaya, Yana Chelba, Ciprian Vasudevan, Shobha Collins, Eli Bashlovkina, Vasilisa Lu, Tony Fritz, Doug Park, Jongbin Zhou, Yanqi Su, Chen Tanburn, Richard Sushkov, Mikhail Rasquinha, Mitchelle Li, Jinning Prendki, Jennifer Li, Yiming LV, Pallavi Sharma, Shriya Fitoussi, Hen Huang, Hui Dai, Andrew Dao, Phuong Burrows, Mike Prior, Henry Qin, Danfeng Pundak, Golan Sjoesund, Lars Lowe Khurshudov, Art Zhu, Zhenkai Webson, Albert Kemp, Elizabeth Tan, Tat Agrawal, Saurabh Sargsyan, Susie Cheng, Liqun Stephan, Jim Kwiatkowski, Tom Reid, David Byravan, Arunkumar Michaely, Assaf Hurwitz Heess, Nicolas Zhou, Luowei Goenka, Sonam Carpenter, Viral Levskaya, Anselm Wang, Bo Roberts, Reed Leblond, Rémi Chikkerur, Sharat Ginzburg, Stav Chang, Max Riachi, Robert Chuqiao Xu Borsos, Zalán Pliskin, Michael Pawar, Julia Lustman, Morgane Kirkwood, Hannah Anand, Ankit Chaudhary, Aditi Kalb, Norbert Milan, Kieran Augenstein, Sean Goldie, Anna Prince, Laurel Raman, Karthik Sun, Yanhua Xia, Vivian Cohen, Aaron Huo, Zhouyuan Camp, Josh Ellis, Seher Zilka, Lukas Torres, David Vilar Patel, Lisa Arora, Sho Chan, Betty Adler, Jonas Ayoub, Kareem Liang, Jacky Jamil, Fayaz Jiang, Jiepu Baumgartner, Simon Sun, Haitian Karov, Yael Akulov, Yaroslav Zheng, Hui Cai, Irene Fantacci, Claudio Rubin, James Acha, Alex Rav Wang, Mengchao D'Souza, Nina Sathyanarayana, Rohit Dai, Shengyang Rowe, Simon Simanovsky, Andrey Goldman, Omer Kuang, Yuheng Pan, Xiaoyue Rosenberg, Andrew Rojas-Esponda, Tania Dutta, Praneet Zeng, Amy Jurenka, Irina Farquhar, Greg Bansal, Yamini Iqbal, Shariq Roelofs, Becca Joung, Ga-Young Beak, Parker Ryu, Changwan Poplin, Ryan Wu, Yan Alayrac, Jean-Baptiste Buthpitiya, Senaka Ronneberger, Olaf Habtegebriel, Caleb Li, Wei Cavallaro, Paul Wei, Aurora Bensky, Guy Denk, Timo Ganapathy, Harish Stanway, Jeff Joshi, Pratik Bertolini, Francesco Lo, Jessica Ma, Olivia Charles, Zachary Sampemane, Geta Sahni, Himanshu Chen, Xu Askham, Harry Gaddy, David Young, Peter Tan, Jiewen Eyal, Matan Bražinskas, Arthur Zhong, Li Wu, Zhichun Epstein, Mark Bailey, Kai Hard, Andrew Lee, Kamyu Goldshtein, Sasha Ruiz, Alex Badawi, Mohammed Lochbrunner, Matthias Kearns, JK Brown, Ashley Pardo, Fabio Weber, Theophane Yang, Haichuan Jiang, Pan-Pan Akin, Berkin Fu, Zhao Wainwright, Marcus Zou, Chi Gaba, Meenu Manzagol, Pierre-Antoine Kan, Wendy Song, Yang Zainullina, Karina Lin, Rui Ko, Jeongwoo Deshmukh, Salil Jindal, Apoorv Svensson, James Tyam, Divya Zhao, Heri Kaeser-Chen, Christine Baird, Scott Moradi, Pooya Hall, Jamie Guo, Qiuchen Tsang, Vincent Liang, Bowen Pereira, Fernando Ganesh, Suhas Korotkov, Ivan Adamek, Jakub Thiagarajan, Sridhar Tran, Vinh Chen, Charles Tar, Chris Jain, Sanil Dasgupta, Ishita Bilal, Taylan Reitter, David Zhao, Kai Vezzani, Giulia Gehman, Yasmin Mehta, Pulkit Beltrone, Lauren Dotiwalla, Xerxes Guadarrama, Sergio Abbas, Zaheer Karp, Stefani Georgiev, Petko Ferng, Chun-Sung Brockschmidt, Marc Peng, Liqian Hirnschall, Christoph Verma, Vikas Bi, Yingying Xiao, Ying Dabush, Avigail Xu, Kelvin Wallis, Phil Parker, Randall Wang, Qifei Xu, Yang Safarli, Ilkin Tewari, Dinesh Zhang, Yin Kim, Seungyeon Gesmundo, Andrea Thomas, Mackenzie Levi, Sergey Chowdhury, Ahmed Rao, Kanishka Garst, Peter Conway-Rahman, Sam Ran, Helen McKinney, Kay Xiao, Zhisheng Yu, Wenhao Agrawal, Rohan Stjerngren, Axel Ionescu, Catalin Chen, Jingjing Sharma, Vivek Chiu, Justin Liu, Fei Franko, Ken Sanford, Clayton Cai, Xingyu Michel, Paul Ganapathy, Sanjay Labanowski, Jane Garrett, Zachary Vargas, Ben Sun, Sean Gale, Bryan Buschmann, Thomas Desjardins, Guillaume Ghelani, Nimesh Jain, Palak Verma, Mudit Asawaroengchai, Chulayuth Eisenschlos, Julian Harlalka, Jitendra Kazawa, Hideto Metzler, Don Howland, Joshua Jian, Ying Ades, Jake Shah, Viral Gangwani, Tynan Lee, Seungji Ring, Roman Hernandez, Steven M. Reich, Dean Sinha, Amer Sathe, Ashutosh Kovac, Joe Gill, Ashleah Kannan, Ajay D'olimpio, Andrea Sevenich, Martin Whang, Jay Kim, Been Sim, Khe Chai Chen, Jilin Zhang, Jiageng Lall, Shuba Matias, Yossi Jia, Bill Friesen, Abe Nasso, Sara Thapliyal, Ashish Perozzi, Bryan Yu, Ting Shekhawat, Anna Huda, Safeen Grabowski, Peter Wang, Eric Sreevatsa, Ashwin Dib, Hilal Hassen, Mehadi Schuh, Parker Milutinovic, Vedrana Welty, Chris Quinn, Michael Shah, Ali Wang, Bangju Barth-Maron, Gabe Frye, Justin Axelsson, Natalie Zhu, Tao Ma, Yukun Giannoumis, Irene Sedghi, Hanie Ye, Chang Luan, Yi Aydin, Kevin Chandra, Bilva Sampathkumar, Vivek Huang, Ronny Lavrenko, Victor Eleryan, Ahmed Hong, Zhi Hansen, Steven Carthy, Sara Mc Samanta, Bidisha Ćevid, Domagoj Wang, Xin Li, Fangtao Voznesensky, Michael Hoffman, Matt Terzis, Andreas Sehwag, Vikash Fidel, Gil He, Luheng Cai, Mu He, Yanzhang Feng, Alex Nikoltchev, Martin Phatale, Samrat Chase, Jason Lawton, Rory Zhang, Ming Ouyang, Tom Tragut, Manuel Manshadi, Mehdi Hafezi Narayanan, Arjun Shen, Jiaming Gao, Xu Bolukbasi, Tolga Roy, Nick Li, Xin Golovin, Daniel Panait, Liviu Qin, Zhen Han, Guangxing Anthony, Thomas Kudugunta, Sneha Patraucean, Viorica Ray, Aniket Chen, Xinyun Yang, Xiaochen Bhatia, Tanuj Talluri, Pranav Morris, Alex Ražnatović, Andrija Brownfield, Bethanie An, James Peng, Sheng Kane, Patrick Zheng, Ce Duduta, Nico Kessinger, Joshua Noraky, James Liu, Siqi Rong, Keran Veličković, Petar Rush, Keith Goldin, Alex Wei, Fanny Garlapati, Shiva Mohan Reddy Pantofaru, Caroline Kwon, Okwan Ni, Jianmo Noland, Eric Di Trapani, Julia Beaufays, Françoise Roy, Abhijit Guha Chow, Yinlam Turker, Aybuke Cideron, Geoffrey Mei, Lantao Clark, Jon Dou, Qingyun Bošnjak, Matko Leith, Ralph Du, Yuqing Yazdanbakhsh, Amir Nasr, Milad Kwak, Chester Sheth, Suraj Satishkumar Kaskasoli, Alex Anand, Ankesh Lakshminarayanan, Balaji Jerome, Sammy Bieber, David Chu, Chun-Te Senges, Alexandre Shen, Tianxiao Sridhar, Mukund Ndebele, Ndaba Beyret, Benjamin Mohamed, Shakir Chen, Mia Freitag, Markus Guo, Jiaxian Liu, Luyang Roit, Paul Chen, Heng Yan, Shen Stone, Tom Co-Reyes, JD Cole, Jeremy Scellato, Salvatore Azizi, Shekoofeh Hashemi, Hadi Jin, Alicia Iyer, Anand Valentine, Marcella György, András Ahuja, Arun Diaz, Daniel Hernandez Lee, Chen-Yu Clement, Nathan Kong, Weize Garmon, Drew Watts, Ishaan Bhatia, Kush Gupta, Khyatti Miecnikowski, Matt Vallet, Hugo Taly, Ankur Loper, Edward Joshi, Saket Atwood, James Chick, Jo Collier, Mark Iliopoulos, Fotis Trostle, Ryan Gunel, Beliz Leal-Cavazos, Ramiro Hrafnkelsson, Arnar Mar Guzman, Michael Ju, Xiaoen Forbes, Andy Emond, Jesse Chauhan, Kushal Caine, Ben Xiao, Li Zeng, Wenjun Moufarek, Alexandre Murphy, Daniel Meng, Maya Gupta, Nitish Riedel, Felix Das, Anil Lawal, Elijah Narayan, Shashi Sosea, Tiberiu Swirhun, James Friso, Linda Neyshabur, Behnam Lu, Jing Girgin, Sertan Wunder, Michael Yvinec, Edouard Pyne, Aroonalok Carbune, Victor Rijhwani, Shruti Guo, Yang Doshi, Tulsee Briukhov, 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Finkelstein, Mara Petek, Denis Liang, Lihao Billock, Greg Sun, Pei Wood, David Song, Yiwen Yu, Xiaobin Matejovicova, Tatiana Cohen, Regev Andra, Kalyan D'Ambrosio, David Deng, Zhiwei Nallatamby, Vincent Songhori, Ebrahim Dangovski, Rumen Lampinen, Andrew Botadra, Pankil Hillier, Adam Cao, Jiawei Baddi, Nagabhushan Kuncoro, Adhi Yoshino, Toshihiro Bhagatwala, Ankit Ranzato, Marcáurelio Schaeffer, Rylan Liu, Tianlin Ye, Shuai Sarvana, Obaid Nham, John Kuang, Chenkai Gao, Isabel Baek, Jinoo Mittal, Shubham Wahid, Ayzaan Gergely, Anita Ni, Bin Feldman, Josh Muir, Carrie Lamblin, Pascal Macherey, Wolfgang Dyer, Ethan Kilpatrick, Logan Campos, Víctor Bhutani, Mukul Fort, Stanislav Ahmad, Yanif Severyn, Aliaksei Chatziprimou, Kleopatra Ferludin, Oleksandr Dimarco, Mason Kusupati, Aditya Heyward, Joe Bahir, Dan Villela, Kevin Millican, Katie Marcus, Dror Bahargam, Sanaz Unlu, Caglar Roth, Nicholas Wei, Zichuan Gopal, Siddharth Ghoshal, Deepanway Lee, Edward Lin, Sharon Lees, Jennie Lee, Dayeong Hosseini, Anahita Fan, Connie Neel, Seth Wu, Marcus Altun, Yasemin Cai, Honglong Piqueras, Enrique Woodward, Josh Bissacco, Alessandro Haykal, Salem Bordbar, Mahyar Sundaram, Prasha Hodkinson, Sarah Toyama, Daniel Polovets, George Myers, Austin Sinha, Anu Levinboim, Tomer Krishnakumar, Kashyap Chhaparia, Rachita Sholokhova, Tatiana Gundavarapu, Nitesh Bharadwaj Jawahar, Ganesh Qureshi, Haroon Hu, Jieru Momchev, Nikola Rahtz, Matthew Wu, Renjie S, Aishwarya P Dhamdhere, Kedar Guo, Meiqi Gupta, Umang Eslami, Ali Schain, Mariano Blokzijl, Michiel Welling, David Orr, Dave Bolelli, Levent Perez-Nieves, Nicolas Sirotenko, Mikhail Prasad, Aman Kar, Arjun Pigem, Borja De Balle Terzi, Tayfun Weisz, Gellért Ghosh, Dipankar Mavalankar, Aditi Madeka, Dhruv Daugaard, Kaspar Adam, Hartwig Shah, Viraj Berman, Dana Tran, Maggie Baker, Steven Andrejczuk, Ewa Chole, Grishma Raboshchuk, Ganna Mirzazadeh, Mahdi Kagohara, Thais Wu, Shimu Schallhart, Christian Orlando, Bernett Wang, Chen Rrustemi, 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Ken Veerubhotla, Aditya Srikanth Zheng, Dan Dai, Zihang Petrov, Petre Xu, Yichong Mehran, Ramin Xu, Zhuo Zintgraf, Luisa Choi, Jiho Hombaiah, Spurthi Amba Thoppilan, Romal Reddi, Sashank Lew, Lukasz Li, Li Webster, Kellie Sawhney, KP Lamprou, Lampros Shakeri, Siamak Lunayach, Mayank Chen, Jianmin Bagri, Sumit Salcianu, Alex Chen, Ying Donchev, Yani Magister, Charlotte Nørly, Signe Rodrigues, Vitor Izo, Tomas Noga, Hila Zou, Joe Köppe, Thomas Zhou, Wenxuan Lee, Kenton Long, Xiangzhu Eisenbud, Danielle Chen, Anthony Schenck, Connor To, Chi Ming Zhong, Peilin Taropa, Emanuel Truong, Minh Levy, Omer Martins, Danilo Zhang, Zhiyuan Semturs, Christopher Zhang, Kelvin Yakubovich, Alex Moreno, Pol McConnaughey, Lara Lu, Di Redmond, Sam Weerts, Lotte Bitton, Yonatan Refice, Tiziana Lacasse, Nicolas Conmy, Arthur Tallec, Corentin Odell, Julian Forbes-Pollard, Hannah Socala, Arkadiusz Hoech, Jonathan Kohli, Pushmeet Walton, Alanna Wang, Rui Sazanovich, Mikita Zhu, Kexin Kapishnikov, Andrei Galt, Rich Denton, Matthew Murdoch, Ben Sikora, Caitlin Mohamed, Kareem Wei, Wei First, Uri McConnell, Tim Cobo, Luis C. Qin, James Avrahami, Thi Balle, Daniel Watanabe, Yu Louis, Annie Kraft, Adam Ariafar, Setareh Gu, Yiming Rives, Eugénie Yoon, Charles Rusu, Andrei Cobon-Kerr, James Hahn, Chris Luo, Jiaming Yuvein Zhu Ahuja, Niharika Benenson, Rodrigo Kaufman, Raphaël Lopez Yu, Honglin Hightower, Lloyd Zhang, Junlin Ni, Darren Hendricks, Lisa Anne Wang, Gabby Yona, Gal Jain, Lalit Barrio, Pablo Bhupatiraju, Surya Velusamy, Siva Dafoe, Allan Riedel, Sebastian Thomas, Tara Yuan, Zhe Bellaiche, Mathias Panthaplackel, Sheena Kloboves, Klemen Jauhari, Sarthak Akbulut, Canfer Davchev, Todor Gladchenko, Evgeny Madras, David Chuklin, Aleksandr Hill, Tyrone Yuan, Quan Madhavan, Mukundan Leonhard, Luke Scandinaro, Dylan Chen, Qihang Niu, Ning Douillard, Arthur Damoc, Bogdan Onoe, Yasumasa Pedregosa, Fabian Bertsch, Fred Leichner, Chas Pagadora, Joseph Malmaud, Jonathan Ponda, Sameera Twigg, Andy Duzhyi, Oleksii Shen, Jingwei Wang, Miaosen Garg, Roopal Chen, Jing Evci, Utku Lee, Jonathan Liu, Leon Kojima, Koji Yamaguchi, Masa Rajendran, Arunkumar Piergiovanni, AJ Rajendran, Vinodh Kumar Fornoni, Marco Ibagon, Gabriel Ragan, Harry Khan, Sadh MNM Blitzer, John Bunner, Andrew Sun, Guan Kosakai, Takahiro Lundberg, Scott Elue, Ndidi Guu, Kelvin Park, SK Park, Jane Narayanaswamy, Arunachalam Wu, Chengda Mudigonda, Jayaram Cohn, Trevor Mu, Hairong Kumar, Ravi Graesser, Laura Zhang, Yichi Killam, Richard Zhuang, Vincent Giménez, Mai Jishi, Wael Al Ley-Wild, Ruy Zhai, Alex Osawa, Kazuki Cedillo, Diego Liu, Jialu Upadhyay, Mayank Sieniek, Marcin Sharma, Roshan Paine, Tom Angelova, Anelia Addepalli, Sravanti Parada, Carolina Majumder, Kingshuk Lamp, Avery Kumar, Sanjiv Deng, Xiang Myaskovsky, Artiom Sabolić, Tea Dudek, Jeffrey York, Sarah Quitry, Félix de Chaumont Nie, Jiazhong Cattle, Dee Gunjan, Alok Piot, Bilal Khawaja, Waleed Bang, Seojin Wang, Simon Khodadadeh, Siavash R, Raghavender Rawlani, Praynaa Powell, Richard Lee, Kevin Griesser, Johannes Oh, GS Magalhaes, Cesar Li, Yujia Tokumine, Simon Vogel, Hadas Natalie Hsu, Dennis BC, Arturo Jindal, Disha Cohen, Matan Yang, Zi Yuan, Junwei de Cesare, Dario Bruguier, Tony Xu, Jun Roy, Monica Jacovi, Alon Belov, Dan Arya, Rahul Meadowlark, Phoenix Cohen-Ganor, Shlomi Ye, Wenting Morris-Suzuki, Patrick Banzal, Praseem Song, Gan Ponnuramu, Pranavaraj Zhang, Fred Scrivener, George Zaiem, Salah Rochman, Alif Raditya Han, Kehang Ghazi, Badih Lee, Kate Drath, Shahar Suo, Daniel Girgis, Antonious Shenoy, Pradeep Nguyen, Duy Eck, Douglas Gupta, Somit Yan, Le Carreira, Joao Gulati, Anmol Sang, Ruoxin Mirylenka, Daniil Cooney, Emma Chou, Edward Ling, Mingyang Fan, Cindy Coleman, Ben Tubone, Guilherme Kumar, Ravin Baldridge, Jason Hernandez-Campos, Felix Lazaridou, Angeliki Besley, James Yona, Itay Bulut, Neslihan Wellens, Quentin Pierigiovanni, AJ George, Jasmine Green, Richard Han, Pu Tao, Connie Clark, Geoff You, Chong Abdolmaleki, Abbas Fu, Justin Chen, Tongzhou Chaugule, Ashwin Chandorkar, Angad Rahman, Altaf Thompson, Will Koanantakool, Penporn Bernico, Mike Ren, Jie Vlasov, Andrey Vassilvitskii, Sergei Kula, Maciej Liang, Yizhong Kim, Dahun Huang, Yangsibo Ye, Chengxi Lepikhin, Dmitry Helmholz, Wesley Computation and Language Artificial Intelligence In this report, we introduce the Gemini 2.X model family: Gemini 2.5 Pro and Gemini 2.5 Flash, as well as our earlier Gemini 2.0 Flash and Flash-Lite models. Gemini 2.5 Pro is our most capable model yet, achieving SoTA performance on frontier coding and reasoning benchmarks. In addition to its incredible coding and reasoning skills, Gemini 2.5 Pro is a thinking model that excels at multimodal understanding and it is now able to process up to 3 hours of video content. Its unique combination of long context, multimodal and reasoning capabilities can be combined to unlock new agentic workflows. Gemini 2.5 Flash provides excellent reasoning abilities at a fraction of the compute and latency requirements and Gemini 2.0 Flash and Flash-Lite provide high performance at low latency and cost. Taken together, the Gemini 2.X model generation spans the full Pareto frontier of model capability vs cost, allowing users to explore the boundaries of what is possible with complex agentic problem solving.
title	Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
topic	Computation and Language Artificial Intelligence
url	https://arxiv.org/abs/2507.06261