Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Aakanksha Chowdhery Aaron Cohen Abe Ittycheriah Abhanshu Sharma Abhijit Karmarkar Abhimanyu Goyal Abhishek Sinha Achintya Singhal Ada Ma Adam Bloniarz Adam Iwanicki Adam Sadovsky Adams Yu Aditya Barua Aditya Siddhant Adnan Ozturel Adria Puigdomenech Badia Adria Recasens Adrian Hutter Aedan Pope Aishwarya Kamath Ajay Kannan Alanna Walton Alban Rrustemi Albert Webson Albert Weston Alberto Magni Albin Cassirer Ale Jakse Hartman Alejandro Lince Alek Andreev Aleksandra Faust Alen Carin Alena Repina Alex Castro-Ros Alex Goldin Alex Grills Alex Kaskasoli Alex Morris Alex Polozov Alex Tomala Alex Tudor Alex Yakubovich Alex Zhai Alexander Chen Alexander Neitz Alexander Pritzel Alexandra Chronopoulou Alexandre Frechette Alexandre Moufarek Alexey Guseynov Ali Khodaei Aliaksei Severyn Allan Dafoe Ambrose Slone Amir Globerson Amit Marathe Amit Raul Amol Mandhane Anais White Anand Iyer Ananth Agarwal Anastasia Petrushkina Anastasija Ilic Anca Dragan Anders Andreassen Andrea Burns Andrea Tacchetti Andreea Marzoca Andrew Bolt Andrew Brock Andrew Dai Andrey Khorlin Andy Coenen Andy Swing Angeliki Lazaridou Angelos Filos Anhad Mohananey Anirudh Baddepudi Anirudh GP Anita Gergely Anja Hauth Ankesh Anand Ankur Bapna Anmol Gulati Anna Bortsova Anna Bulanova Anna Koop Annie Louis Anselm Levskaya Antoine He Antoine Miech Antoine Yang Anton Briukhov Anton Ruddock Anton Tsitsulin Anu Sinha Anudhyan Boral Anurag Arnab Arjun Kar Arnar Mar Hrafnkelsson Arpi Vezer Arthur Guez Artiom Myaskovsky Arun Ahuja Ashish Shenoy Ashwin Sreevatsa Aurko Roy Avi Singh Aviral Kumar Axel Stjerngren Azade Nova Balaji Lakshminarayanan Basil Mustafa Bat-Orgil Batsaikhan Becca Roelofs Beer Changpinyo Behnam Neyshabur Ben Caine Benjamin Lee Bernd Bohnet Betty Chan Bhavishya Mittal Biao Zhang Bibo Xu Bill Rosgen Bo Li Bogdan Damoc Boxi Wu Boyu Wang Brennan Saeta Brian McWilliams Brice Hulse Canfer Akbulut Carl Crous Carl Lebsack Carl Saroufim Carlos Araya Carrie Grimes Bostock Carrie Muir Ce Zheng Chalence Safranek-Shrader Chao Jia Charbel Kaed Charlie Chen Charline Le Lan Charlotte Smith Chen Elkind Cheng Li Chenjie Gu Chenkai Kuang Chenxi Liu Chetan Tekur Chih-Kuan Yeh Chih-Wei Chen Chintu Kumar Chloe Thornton Chongyang Shi Chris Alberti Chris Gorgolewski Chris Larkin Chris Welty Christel Ngani Christian Frank Christina Butterfield Christina Lyu Christina Sorokin Christof Angermueller Christoph Hirnschall Chu-Cheng Lin Chulayuth Asawaroengchai Chung-Cheng Chiu Cicero Nogueira dos Santos Clara Huiyi Hu Clemens Meyer Clement Farabet Colin Gaffney Colton Bishop Connie Tao Constant Segal Corey Fry Cosmin Paduraru Cosmo Du Craig Swanson Da-Woon Chung Dalia El Badawy Damien Vincent Damion Yates Dan Garrette Dan Holtmann-Rice Dan Horgan Dan Hurt Dan Popovici Daniel Balle Daniel Finchelstein Daniel Sohn Daniel Toyama Daniel Vlasic Daniel Zheng Danielle Eisenbud Danilo Martins Dasha Valter Dave Lacey Dave Orr David Barker David Kao David Madras David Reid David Reitter David Silver David Steiner David Tao Dawei Jia Dawn Bloxwich Demetra Brady Denis Teplyashin Denis Vnukov Dennis Daun Denny Zhou Dessie Petrova Devendra Sachan Dian Yu Diana Gage Wright Diana Mincu Diane Wu Dinghua Li Dipanjan Das Disha Shrivastava Dj Dvijotham DJ Strouse Dmitry Lepikhin Dominik Grewe Dominik Paulus Dominika Rogozinska Dong Li Dror Marcus Duc Dung Nguyen Dustin Tran Dustin Zelle Ed Chi Egor Filonov Ehsan Amid Elahe Dabir Elahe Rahimtoroghi Elena Buchatskaya Elena Gribovskaya Eli Collins Eliza Rutherford Elizabeth Cole Elnaz Davoodi Elspeth White Emanuel Taropa Emilio Parisotto Emily Caveness Emma Wang Enrique Piqueras Eren Sezener Eric Chu Eric Ni Eric Noland Erica Moreira Ethan Dyer Evan Palmer Evan Senter Evgenii Eltyshev Fabian Mentzer Fabio Pardo Fabio Viola Fan Yang Fangxiaoyu Feng Fangyu Liu Fantine Huot Federico Lebron Federico Piccinini Fei Xia Felipe Tiengo Ferreira Felix de Chaumont Quitry Felix Fischer Feryal Behbahani Filip Pavetic Flavien Prost Florian Luisier Francesco Piccinno Francois Galilee Francoise Beaufays Frank Perbet Fred Alcober Gabe Barth-Maron Gabriel Carvajal Gabriela Surita Gamaleldin Elsayed Gan Song Garrett Tanzer Gary Wang Gena Gibson Geng Yan Geoff Brown George Polovets George Tucker George van den Driessche Gheorghe Comanici Golan Pundak Golnaz Ghiasi Gowoon Chen Grant Uy Gregory Thornton Guangda Lai Guillermo Garrido Guolong Su Haibin Zhang Han Lu Hanjun Dai Hannah Muckenhirn Hannah Sheahan Hanzhao Lin Hardie Cate Haroon Qureshi Harry Richardson Harsh Mehta Harshal Godhia Heidi Howard Heiga Zen Helen Miller Heng Chen Heng-Tze Cheng Henryk Michalewski Hideto Kazawa Hilal Dib Hongkun Yu Honglong Cai Hongmin Fan Huaixiu Steven Zheng Huanjie Zhou Hui Li Hyeontaek Lim Hyo Lee HyunJeong Choe Iain Barr Ian Mackinnon Ian Tenney Ilia Shumailov Inaki Iturrate Indro Bhattacharya Ioannis Antonoglou Ionel Gog Isabel Gao Ishita Dasgupta Iulia Comsa Ivo Danihelka Ivo Penchev Ivy Zheng Izhak Shafran Jack W. Rae Jackie Xiang Jaclyn Konzelmann Jacob Austin Jacob Devlin Jaehoon Lee Jake Walker Jakub Sygnowski James Besley James Cobon-Kerr James Keeling James Lee-Thorp James Lottes James Martens James Molloy James Qin James Svensson Jane Labanowski Jasmine Liu Jason Riesa Javier Snaider Jay Pavagadhi Jay Whang JD Co-Reyes Jean-baptiste Alayrac Jean-Baptiste Lespiau Jeff Seibert Jeff Stanway Jeffrey Zhao Jennifer Beattie Jennifer Prendki Jenny Brennan Jens Heitkaemper Jeremiah Liu Jeremy Chen Jeremy Greer Jeremy Wiesner Jessica Landon Jiao Sun Jiaqi Mu Jiepu Jiang Jilin Chen Jin Miao Jing Li Jingchen Ye Jinwei Xing Joe Stanton Johan Schalkwyk John Carpenter John Wieting Johnson Jia Jon Clark Jon Simon Jonas Adler Jonas Rothfuss Jonathan Caton Jonathan Lai Jong Lee Joost van Amersfoort Jordan Griffith Jordan Grimstad Jordi Orbay Josef Broder Joseph Pagadora Josh Lipschultz Josh Newlan Josip Djolonga Josip Matak Jovana Mitrovic Julian Eisenschlos Julian Schrittwieser Juliette Love Jun Xu Junehyuk Jung Junhyuk Oh Junwhan Ahn Juraj Gottweis Justin Chiu Justin Frye Justin Gilmer Justin Mao-Jones Kai Kang Kaisheng Yao Kalesha Bullard Kalpesh Krishna Kareem Ayoub Kareem Mohamed Karel Lenc Karolis Misiunas Kartikeya Badola Kashyap Krishnakumar Kate Baumli Kate Olszewska Katerina Tsihlas Kati Goshvadi Katie Millican Kaushal Patel Kaushik Shivakumar Kavya Kopparapu Kedar Soparkar Kefan Xiao Keith Anderson Kelvin Xu Ken Franko Keran Rong Kevin Hui Kevin Kilgour Kevin Swersky Kevin Villela Khe Chai Sim Khuslen Baatarsukh Kieran Milan Kiran Vodrahalli Komal Jalan Kornraphop Kawintiranon Kostas Aisopos Kris Cao Krishna Haridasan Krystal Kallarackal Lakshman Yagati Lam Nguyen Thiet Lampros Lamprou Lars Lowe Sjos Laura Knight Laurent El Shafey Laurent Shefey Le Hou Lei Zhang Lenin Simicich Lev Proleev Lewis Ho Lexi Walker Li Lao Libin Bai Lilly Taylor Lily Wang Linda Friso Lisa Anne Hendricks Lisa Lee Livio Baldini Soares Lora Aroyo Loren Maggiore Lorenzo Blanco Luca Invernizzi Lucas Dixon Lucas Gonzalez Lucia Loher Luheng He Luis C. Cobo Lukas Zilka Luke Vilnis Luyu Wang Machel Reid Madhu Gurumurthy Mahdis Mahdieh Mahmoud Alnahlawi Mai Gimenez Maigo Le Maja Trebacz Malcolm Reynolds Manaal Faruqui Mandy Guo Mani Varadarajan Mantas Pajarskas Mara Finkelstein Marcello Maggioni Marco Selvi Marco Tagliasacchi Marcus Wu Maria Georgaki Mariko Iinuma Mario Lucic Mario Pinto Mark Epstein Mark Omernick Martin Chadwick Martin Polacek Martin Wicke Marvin Ritter Mary Chesus Mary Phuong Matan Eyal Mateo Wirth Matko Bosnjak Matt Harvey Matthew Lamm Matthew Mauger Matthew Rahtz Matthew Tung Matthew Wiethoff Matthias Bauer Maxim Krikun Meenu Gaba Megan Barnes Megha Goel Mehran Kazemi Meire Fortunato Melvin Johnson Mia Chen Mia Glaese Michael Azzam Michael B. Chang Michael Chang Michael Fink Michael Isard Michael Kwong Michael Laskin Michael Quinn Michael Sharman Michela Paganini Mihaela Rosca Mihajlo Velimirovic Milad Nasr Mimi Jasarevic Mina Khan Ming Zhang Mingqiu Wang Minh Giang Minmin Chen Misha Khalman Miteyan Patel Mohamed Elhawaty Mohammad Saleh Mohsen Jafari Moran Ambar Mostafa Dehghani Motoki Sano Mrinal Shukla Mukarram Tariq Mukund Sundararajan Nan Hua Nanxin Chen Natalie Clay Nathan Byrd Nathan Lintz Nathan Schucher Neera Vats Neeraj Gaur Neil Houlsby Nejc Trdin Nemanja Rakićević Nicholas FitzGerald Nick Felt Nick Fernando Nicola De Cao Nikhil Sethi Nikolay Savinov Nilesh Tripuraneni Nimesh Ghelani Nir Levine Nishant Ranka Nishesh Gupta Nithya Attaluri Noah Fiedel Nobuyuki Morioka Nora Kassner Norbert Kalb Obaid Sarvana Olcan Sercinoglu Oliver Woodman Olivia Wiles Olivier Dousse Orhan Firat Oscar Chang Oskar Bunyan Pablo Sprechmann Paramjit Sandhu Parker Schuh Paul Barham Paul Kishan Rubenstein Paul Komarek Paul Michel Paul Natsev Paul Voigtlaender Pedram Pejman Pei Sun Pen Li Peter Choy Peter Hawkins Peter Humphreys Petko Georgiev Phil Chen Phil Crone Phoebe Thacker Piyush Patil Pranav Shyam Prateek Jain Pratik Joshi Praveen Kallakuri Praveen Srinivasan Premal Shah Priya Jhakra Pulkit Mehta Qiao Zhang Qingze Wang Qiujia Li Quan Wang Quan Yuan Quoc Le Rachel Saputro Rachel Sterneck Radu Soricut Rahma Chaabouni Rajagopal Ananthanarayanan Rajkumar Samuel Rakesh Shivanna Ramona Comanescu Raoul de Liedekerke Raphael Lopez Kaufman Ravi Addanki Ravi Rajwar Ravin Kumar Rebeca Santamaria-Fernandez Remi Crocker Renshen Wang Rhys May Ricardo Aguilar Rich Munoz Richard Ives Richard Powell Richard Tanburn Rishabh Agarwal Rishabh Joshi Rishika Sinha RJ Skerry-Ryan Robin Strudel Rohan Anil Rohan Jain Roman Ring Romina Datta Ronny Huang Roopal Garg Rory Blevins Rosanne Liu Ross Hemsley Ross McIlroy Roy Frostig Rui Wang Rui Zhu Ruibo Liu Ruizhe Zhao Ruoxin Sang Rupert Kemp Ruslan Habalov Ryan Burnell S. M. Ali Eslami Saaber Fatehi Sahitya Potluri Salem Haykal Salvatore Scellato Sameer Agarwal Samer Hassan Samira Daruki Sanaz Bahargam Sanil Jain Sanjay Ganapathy Sanjay Ghemawat Sankalp Singh Santiago Ontanon Sara McCarthy Sarah Cogan Sarah Hodkinson Sarah York Sasha Goldshtein Sayed Hadi Hashemi Sean Sechrist Sean Sun Seb Arnold Seb Noury Sebastian Borgeaud Sebastian Krause Sebastian Riedel Sebastien Cevey Sebastien M. R. Arnold Sergey Brin Sergi Caelles Seth Odoom Shaan Bijwadia Shalini Pal Shane Gu Shantanu Thakoor Shaobo Hou Sharad Vikram Sharon Lin Shashank V Sheleem Kashem Sherry Yang Shibo Wang Shixiang Shane Gu Sholto Douglas Shourya Sarcar Shreya Singh Shreyas Rammohan Belle Shruti Rijhwani Shuang Song Shuo-yiin Chang Shyam Upadhyay Siamak Shakeri Sid Dalmia Sid Lall Sid Mittal Siddharth Goyal Siddhartha Brahma Siddhartha Reddy Jonnalagadda Simon Tokumine Sina Samangooei Siyuan Qiao Skye Giordano Sneha Kudugunta Soheil Hassas Yeganeh Solomon Chang Sonam Goenka Soo Kwak Sophia Austin Sophie Bridgers Soroosh Mariooryad Soroush Radpour Srivatsan Srinivasan Steph Hughes-Fitt Stephan Lee Stephanie Winkler Stephen Spencer Steven Baker Steven Hand Steven Hansen Steven Zheng Sujeevan Rajayogam Sujoy Basu Sumit Bagri Susan Zhang Swaroop Mishra Takaki Makino Tamara von Glehn Tao Zhu Tara Sainath Taylor Tobin Ted Klimenko Thais Kagohara Thang Luong Thanumalayan Sankaranarayana Pillai Thi Avrahami Thibault Sellam Thibault Sottiaux Thomas Brovelli Tianhe Yu Tianqi Liu Tim Blyth Tim Green Timothy Chung Timothy Dozat Timothy Lillicrap Tom Eccles Tom Hennigan Tom Hudson Tom Kwiatkowski Tom Le Paine Tomas Kocisky Tong Zhou Tsendsuren Munkhdalai Tulsee Doshi Tyler Liechty Vahab Mirrokni Vaibhav Aggarwal Valentin Dalibard Vedant Misra Victor Campos Victor Cotruta Victor Ungureanu Vihan Jain Vijay Bolina Vikas Yadav Vinay Ramasesh Vincent Hellendoorn Vincent Zhuang Ving Ian Lei Vinod Koverkathu Vittorio Selo Vivek Sharma Vladimir Feinberg Vlado Galic Wael Farhan Warren Weilun Chen Weiyi Wang Wen Ding Wenhao Jia Wiktor Gworek Will Hawkins Willi Gierke William Wong Wojciech Fica Wojciech Stokowiec Wolfgang Macherey Woohyun Han Xavier Garcia Xerxes Dotiwalla Xi Chen Xi Xiong Xiance Si Xiang Zhou Xiao Wu Xiaowei Li Xihui Wu Xinyang Geng Xinyi Wu Xinyu Ye Xinyun Chen Xuehan Xiong YaGuang Li Yaming Xu Yamini Bansal Yana Kulizhskaya Yang Gao Yang Xu Yanhua Sun Yannie Liang Yannis Assael Yao Zhao Yaxin Liu Ye Yuan Ye Zhang Yelin Kim Yi Su Yi Sun Yi-Xuan Tan Yifan Ding Yifan He Yiming Gu Yingjie Miao Yingying Bi Yiran Mao Yong Cheng Yuan Cao Yuan Liu Yuan Zhang Yuanzhong Xu Yujia Li Yujing Zhang Yunhan Xu Yunhao Tang Yunjie Li Yury Sulsky Zach Fisher Zach Gleicher Zachary Nado Zafarali Ahmed Zaheer Abbas Zalan Borsos Zeyncep Cankara Zhen Yang Zheng Xu Zhenkai Zhu Zhishuai Zhang Zhitao Gong Zhufeng Pan Zhuyun Xiao Zizhao Zhang Zoe Ashwood Zoltan Egyed Zora Tung