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Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study
1179 auth.
Menglong Cui,
Pengzhi Gao,
Wei Liu,
Jian Luan,
Bin Wang,
Reiner Hutchinson,
James Pope,
Jacob Bradbury,
Michael Austin,
Guy Isard,
Pengcheng Gur-Ari,
Yin Toju,
Anselm Duke,
Sanjay Levskaya,
Ghemawat Sunipa,
...
Henryk Dev,
Xavier Michalewski,
Garcia Vedant,
Kevin Misra,
Liam Robinson,
Denny Fedus,
Daphne Zhou,
David Ippolito,
Hyeontaek Luan,
Lim Barret,
Alexander Zoph,
Ryan Spiridonov,
Sepassi David,
Shivani Dohan,
Mark Agrawal,
Andrew M Omernick,
Thanumalayan Dai,
Sankaranarayana Pil-lai,
Marie Pellat,
Aitor Lewkowycz,
Erica Moreira,
R. Child,
Oleksandr Polozov,
Kather-ine Lee,
Zongwei Zhou,
Xuezhi Wang,
Brennan Saeta,
Mark Díaz,
Orhan Firat,
M. Catasta,
Jason Wei,
K. Meier-Hellstern,
John Dang,
Shivalika Singh,
Daniel D'souza,
Arash Ahmadian,
Alejandro Salamanca,
Madeline Smith,
Aidan Peppin,
Sungjin Hong,
Manoj Govindassamy,
Terrence Zhao,
Sandra Kublik,
Meor Amer,
Viraat Aryabumi,
Jon Ander Campos,
Yi-Chern Tan,
Tom Kocmi,
Florian Strub,
Nathan Grinsztajn,
Yannis Flet-Berliac,
Acyr F. Locatelli,
Hangyu Lin,
Dwarak Talupuru,
Bharat Venkitesh,
David Cairuz,
Bowen Yang,
Tim Chung,
Wei-Yin Ko,
Sylvie Shang Shi,
Amir Shukayev,
Sammie Bae,
Aleksandra Piktus,
Roman Castagné,
Felipe Cruz-Salinas,
Eddie Kim,
Lucas Crawhall-Stein,
Adrien Morisot,
Sudip Roy,
Phil Blunsom,
Ivan Zhang,
Aidan Gomez,
Nick Frosst,
Marzieh Fadaee,
B. Ermiş,
Ahmet Üstün,
Sara Hooker,
Aya,
Abhimanyu Dubey,
Abhinav Jauhri,
Abhinav Pandey,
Abhishek Kadian,
Ahmad Al-Dahle,
Aiesha Letman,
Akhil Mathur,
Alan Schelten,
Amy Yang,
Angela Fan,
Anirudh Goyal,
A. Hartshorn,
Aobo Yang,
Archi Mitra,
A. Sravankumar,
Artem Korenev,
Arthur Hinsvark,
Arun Rao,
Aston Zhang,
Aur'elien Rodriguez,
Austen Gregerson,
Ava Spataru,
Bap-tiste Rozière,
Bethany Biron,
Binh Tang,
Bobbie Chern,
C. Caucheteux,
Chaya Nayak,
Chloe Bi,
Chris Marra,
Chris McConnell,
Christian Keller,
Christophe Touret,
Chunyang Wu,
Corinne Wong,
Cristian Cantón Ferrer,
Cyrus Nikolaidis,
Damien Al-lonsius,
Daniel Song,
Danielle Pintz,
Danny Livshits,
David Esiobu,
Dhruv Choudhary,
Dhruv Mahajan,
Diego Garcia-Olano,
Diego Perino,
Dieuwke Hupkes,
Egor Lakomkin,
Ehab A. AlBadawy,
Elina Lobanova,
Emily Dinan,
Eric Michael Smith,
Filip Radenovic,
Frank Zhang,
Gabriele Synnaeve,
Gabrielle Lee,
Georgia Lewis Anderson,
Graeme Nail,
Gregoire Mi-alon,
Guan Pang,
Guillem Cucurell,
Hailey Nguyen,
Hannah Korevaar,
Hu Xu,
Hugo Touvron,
Imanol Iliyan Zarov,
Arrieta Ibarra,
Isabel M. Kloumann,
Ishan Misra,
Ivan Evtimov,
Jade Copet,
Jaewon Lee,
Jan Geffert,
Jana Vranes,
Jason Park,
Jay Mahadeokar,
Jeet Shah,
J. V. D. Linde,
Jennifer Billock,
Jenny Hong,
Jenya Lee,
Jeremy Fu,
Jianfeng Chi,
Jianyu Huang,
Jiawen Liu,
Jie Wang,
Jiecao Yu,
Joanna Bitton,
Joe Spisak,
Jongsoo Park,
Joseph Rocca,
J. Johnstun,
Joshua Saxe,
Ju-Qing Jia,
Kalyan Vasuden Alwala,
K. Upasani,
Kate Plawiak,
Keqian Li,
K. Heafield,
Kevin Stone,
Khalid El-Arini,
Krithika Iyer,
Kshitiz Malik,
Kuen-ley Chiu,
Kunal Bhalla,
Lauren Rantala-Yeary,
Lau-rens van der Maaten,
Lawrence Chen,
Liang Tan,
Liz Jenkins,
Louis Martin,
Lovish Madaan,
Lubo Malo,
Lukas Blecher,
Lukas Landzaat,
Luke de Oliveira,
Madeline Muzzi,
Mahesh Pasupuleti,
Mannat Singh,
Manohar Paluri,
Marcin Kardas,
Mathew Oldham,
Mathieu Rita,
Maya Pavlova,
M. Kambadur,
Mike Lewis,
Mitesh Min Si,
Kumar Singh,
Mona Hassan,
Naman Goyal,
Narjes Torabi,
Nikolay Bash-lykov,
Nikolay Bogoychev,
Niladri S. Chatterji,
Olivier Duchenne,
Onur Çelebi,
Patrick Alrassy,
Pengchuan Zhang,
Pengwei Li,
Petar Vasić,
Peter Weng,
Prajjwal Bhargava,
Pratik Dubal,
Praveen Krishnan Punit,
Singh Koura,
Puxin Xu,
Qing He,
Qingxiao Dong,
Ragavan Srinivasan,
Raj Ganapathy,
Ramon Calderer,
Ricardo Silveira Cabral,
Robert Stojnic,
Roberta Raileanu,
Rohit Girdhar,
Rohit Patel,
R. Sauvestre,
Ronnie Polidoro,
Roshan Sumbaly,
Ross Taylor,
Ruan Silva,
Rui Hou,
Rui Wang,
S. Hosseini,
Sahana Chennabasappa,
Sanjay Singh,
Seohyun Sean Bell,
Sonia Kim,
Sergey Edunov,
Shaoliang Nie,
Sharan Narang,
S. Raparthy,
Sheng Shen,
Shengye Wan,
Shruti Bhosale,
Shun Zhang,
Simon Vandenhende,
Soumya Batra,
Spencer Whitman,
Sten Sootla,
Stephane Collot,
Suchin Gu-rurangan,
S. Borodinsky,
Tamar Herman,
Tara Fowler,
Tarek Sheasha,
Thomas Georgiou,
Thomas Scialom,
Tobias Speckbacher,
Todor Mihaylov,
Tong Xiao,
Ujjwal Karn,
Vedanuj Goswami,
Vibhor Gupta,
Vignesh Ramanathan,
Viktor Kerkez,
Vincent Gonguet,
Virginie Do,
Vish Vogeti,
Vladan Petro-vic,
Weiwei Chu,
Wenhan Xiong,
Wenyin Fu,
Whit-ney Meers,
Xavier Martinet,
Xiaodong Wang,
Ellen Tan,
Xinfeng Xie,
Xuchao Jia,
Xuewei Wang,
Yaelle Goldschlag,
Yashesh Gaur,
Yasmine Babaei,
Yiwen Wen,
Yiwen Song,
Yuchen Zhang,
Yue Li,
Yuning Mao,
Zacharie Delpierre Coudert,
Zhengxu Yan,
Zhengxing Chen,
Zoe Papakipos,
Aaditya K. Singh,
Aaron Grattafiori,
Abha Jain,
Adam Kelsey,
Adam Shajnfeld,
Adi Gangidi,
Adolfo Victoria,
Ahuva Goldstand,
Ajay Menon,
Ajay Sharma,
Alex Boesen-berg,
Alex Vaughan,
Alexei Baevski,
Allie Feinstein,
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Anam Yunus,
An-drei Lupu,
Andres Alvarado,
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Andrew Gu,
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Andrew Poulton,
Andrew Ryan,
Ankit Ramchandani,
Annie Franco,
Apara-jita Saraf,
Arkabandhu Chowdhury,
Ashley Gabriel,
Ashwin Bharambe,
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Azadeh Yaz-dan,
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Bhargavi Paranjape,
Bing Liu,
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Brani Stojkovic,
Brian Gamido,
Britt Montalvo,
Carl Parker,
Carly Burton,
Catalina Mejia,
Changhan Wang,
Changkyu Kim,
Chao Zhou,
Chester Hu,
Ching-Hsiang Chu,
Chris Cai,
Chris Tindal,
Christoph Feichtenhofer,
Damon Civin,
Dana Beaty,
Daniel Kreymer,
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Jos Rozen,
Leo Gao,
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Trishala Neeraj,
Deepak Narayanan,
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Max Ryabinin,
Mayank Mishra,
Minjia Zhang,
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Pierre François Lavallée,
R'emi Lacroix,
Samyam Rajbhandari,
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Suraj Patil,
Tim Dettmers,
Ahmed Baruwa,
Amanpreet Singh,
Anastasia Cheveleva,
Anne-Laure Ligozat,
Aurélie Névéol,
Daniel H Garrette,
D. Tunuguntla,
Ehud Reiter,
Ekaterina Taktasheva,
E. Voloshina,
Genta Eli Bog-danov,
Indra Winata,
Hailey Schoelkopf,
Jan-Christoph Kalo,
Jekaterina Novikova,
Jessica Zosa Forde,
Jordan Clive,
Jungo Kasai,
Ken Kawamura,
Liam Hazan,
Marine Carpuat,
Miruna Clinciu,
Na-joung Kim,
Newton Cheng,
Oleg Serikov,
Omer Antverg,
Oskar van der Wal,
Rui Zhang,
Ruochen Zhang,
Sebastian Gehrmann,
Shani Pais,
Tatiana Shavrina,
Tian Yun,
Tomasz Limisiewicz,
Verena Rieser,
Vitaly Protasov,
V. Mikhailov,
Yada Pruksachatkun,
Yonatan Belinkov,
Zachary Bamberger,
Zdenˇek Kasner,
Alice Rueda,
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A. Feizpour,
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Duong A. Nguyen,
Edward Tan,
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H.A. Jones,
Indrani Bhat-tacharya,
Irene Solaiman,
Irina Sedenko,
Isar Ne-jadgholi,
Jesse Passmore,
Joshua Seltzer,
Julio Bonis Sanz,
L. Dutra,
Mairon Samagaio,
Maraim El-badri,
Margot Mieskes,
Marissa Gerchick,
Martha Akinlolu,
Michael McKenna,
Mike Qiu,
M. Ghauri,
Mykola Burynok,
Nafis Abrar,
Nazneen Ra-jani,
Nour Elkott,
N. Fahmy,
Olanrewaju Samuel,
Ran An,
R. Kromann,
Ryan Hao,
Samira Al-izadeh,
Sarmad Shubber,
Silas Wang,
Sourav Roy,
S. Viguier,
Thanh Le,
Tobi Oyebade,
Trieu Le,
Yoyo Yang,
Abhinav Zach Nguyen,
Ramesh Kashyap,
A. Palasciano,
Alison Callahan,
Anima Shukla,
Antonio Miranda-Escalada,
Ayush Singh,
Benjamin Beilharz,
Bo Wang,
Caio Brito,
Chenxi Zhou,
Chirag Jain,
Chuxin Xu,
Clémentine Fourrier,
D. Periñán,
Daniel Molano,
Dian Yu,
Enrique Manjava-cas,
Fabio Barth,
Florian Fuhrimann,
Gabriel Altay,
Giyaseddin Bayrak,
Gully Burns,
Helena U. Vrabec,
I. Bello,
Ishani Dash,
Jihyun Kang,
John Giorgi,
Jonas Golde,
J. Posada,
Karthik Ranga-sai,
Lokesh Sivaraman,
Lu Bulchandani,
Luisa Liu,
Madeleine Shinzato,
Maiko Hahn de Bykhovetz,
Marc Takeuchi,
Maria A Pàmies,
Mari-anna Castillo,
M. Nezhurina,
Matthias Sänger,
Samwald Michael,
Michael Cullan,
Michiel Weinberg,
Mina De Wolf,
M. Mihaljcic,
Moritz Liu,
Freidank Myungsun,
Natasha Kang,
Nathan Seelam,
Dahlberg Nicholas,
Nikolaus Michio Broad,
Pascale Muellner,
Patrick Fung,
Ramya Haller,
Renata Chandrasekhar,
Robert Eisenberg,
Rodrigo Martin,
Rosaline Canalli,
Ruisi Su,
Samuel Su,
Samuel Cahyawijaya,
S. GardaShlok,
Shubhanshu Deshmukh,
Sid Mishra,
Simon Ki-blawi,
Sinee Ott,
Srishti Sang-aroonsiri,
Stefan Kumar,
Sushil Schweter,
Tanmay Bharati,
Laud Théo,
Tomoya Gigant,
Wojciech Kainuma,
Kusa,
Di Wu,
Shaomu Tan,
Yan Meng,
David Stap,
Christof Monz. 2024,
Haoran Xu,
Kenton Murray,
Hieu Hoang,
Akiko Eriguchi,
Huda Khayrallah. 2024b,
Amr Sharaf,
Yunmo Chen,
Weiting Tan,
Lingfeng Shen,
Benjamin Van Durme,
Kenton Mur-ray,
An Yang,
Baosong Yang,
Binyuan Hui,
Bo Zheng,
Bowen Yu,
Chang Zhou,
Chengpeng Li,
Chengyuan Li,
Dayiheng Liu,
Fei Huang,
Guanting Dong,
Haoran Wei,
Huan Lin,
Jialong Tang,
Jialin Wang,
Jian Yang,
Jianhong Tu,
Jianwei Zhang,
Jianxin Ma,
Jianxin Yang,
Jin Xu,
Jingren Zhou,
Jinze Bai,
Jinzheng He,
Junyang Lin,
Kai Dang,
Ke-Qi Lu,
Keqin Chen,
Kexin Yang,
Mei Li,
Mingfeng Xue,
Na Ni,
Pei Zhang,
Peng Wang,
Ru Peng,
Rui Men,
Ruize Gao,
Runji Lin,
Shijie Wang,
Shuai Bai,
Sinan Tan,
Tianhang Zhu,
Tianhao Li,
Tianyu Liu,
Wenbin Ge,
Susan Zhang,
Stephen Roller,
Mikel Artetxe,
Moya Chen,
Shuohui Chen,
Christopher De-wan,
Mona Diab,
Xi Xian Li,
Todor Victoria Lin,
Myle Ott,
Sam Shleifer,
Kurt Shuster,
Punit Daniel Simig,
Anjali Sridhar,
Tianlu Wang,
Luke Zettlemoyer. 2022
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