Evaluating Design Choices in Verifiable Generation with Open-source Models

Shuyang Cao, Lu Wang, Marah Abdin, Jyoti Aneja, H. Awadalla, Ammar Ahmed Awadallah, Ahmad Awan, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Jianmin Bao, Harkirat Singh Behl, A. Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Qin Cai, Vishrav Chaudhary, Dongdong Chen, Dongdong Chen, Weizhu Chen, Ye Chen, Yi-ling Chen, Hao Cheng, Parul Chopra, Xiyang Dai, Matthew Dixon, Ronen Eldan, Victor Fragoso, Jianfeng Gao, Mei Gao, Min Gao, Amit Garg, Allison Del Giorno, Abhishek Goswami, S. Gunasekar, Emman Haider, Jun-heng Hao, Russell J. Hewett, Wenxiang Hu, Jamie Huynh, Dan Iter, Sam Ade Jacobs, Mojan Javaheripi, Xin Jin, Nikos Karampatziakis, Piero Kauffmann, Mahoud Khademi, Dongwoo Kim, Young Jin Kim, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Yunsheng Li, Chen Liang, Lars Lidén, Xihui Lin, Zeqi Lin, Ce Liu, Liyuan Liu, Mengchen Liu, Weishung Liu, Xiaodong Liu, Chong Luo, Piyush Madan, Alireza Mahmoudzadeh, D. Majercak, Matt Mazzola, Caio César, Teodoro Mendes, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, D. Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Liliang Ren, Gustavo de Rosa, Corby Rosset, Sambudha Roy, Olatunji Ruwase, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Yelong Shen, Swadheen Shukla, Xia Song, Masahiro Tanaka, Praneetha Andrea Tupini, Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, Abhinav Pandey, Abhishek Kadian, Ahmad Al-Dahle, Aiesha Letman, Akhil Mathur, Alan Schel-ten, Alex Vaughan, Amy Yang, Angela Fan, Anirudh Goyal, A. Hartshorn, Aobo Yang, Archi Mitra, A. Sravankumar, A. Korenev, Arthur Hinsvark, Arun Rao, Aston Zhang, Aurelien Ro-driguez, Austen Gregerson, Ava Spataru, Baptiste Rozière, Bethany Biron, Binh Tang, Bobbie Chern, C. Caucheteux, Chaya Nayak, Chloe Bi, Chris Marra, Chris McConnell, Christian Keller, C. Touret, Chunyang Wu, Corinne Wong, Cris-tian Cantón Ferrer, Cyrus Nikolaidis, Damien Al-lonsius, Daniel Song, Danielle Pintz, Danny Livshits, Danny Wyatt, 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, Francisco Guzmán, Frank Zhang, Gabriele Synnaeve, Gabrielle Lee, Georgia Lewis, G. Thattai, Graeme Nail, Gregoire Mi-alon, Guan Pang, Guillem Cucurell, Hailey Nguyen, Han-nah Korevaar, Hu Xu, Hugo Touvron, Imanol Iliyan Zarov, Arrieta Ibarra, Isabel M. Kloumann, Ishan Misra, Ivan Evtimov, Jack Zhang, Jade Copet, Jaewon Lee, Jan Geffert, Jana Vranes, Jason Park, Jay Mahadeokar, Jeet Shah, J. V. D. Linde, Jennifer Billock, Jenny Hong, Jenya Lee, J. Fu, Jianfeng Chi, Jianyu Huang, Jiawen Liu, Jie Wang, Jiecao Yu, Joanna Bitton, Joe Spisak, Jongsoo Park, Joseph Rocca, J. Johnstun, Joshua Saxe, Junteng Jia, Kalyan Vasuden Alwala, Karthik Prasad, K. Upasani, Kate Plawiak, Keqian Li, Kenneth Heafield, Kevin R. Stone, Khalid El-Arini, Krithika Iyer, Kshitiz Malik, Kuen-ley Chiu, Kunal Bhalla, Kushal Lakhotia, Lauren Rantala-Yeary, Laurens van der Maaten, Lawrence Chen, Liang Tan, Liz Jenkins, Louis Martin, Lovish Madaan, Lubo Malo, Lukas Blecher, Lukas Landzaat, Luke de Oliveira, Madeline Muzzi, Ma-hesh Pasupuleti, Mannat Singh, Manohar Paluri, Marcin Kardas, M. Tsimpoukelli, Mathew Oldham, Mathieu Rita, Maya Pavlova, Melanie Kam-badur, Mike Lewis, Mitesh Min Si, Kumar Singh, Mona Hassan, Naman Goyal, Narjes Torabi, Niko-lay Bashlykov, Nikolay Bogoychev, Niladri S. Chatterji, Ning Zhang, Olivier Duchenne, Onur Çelebi, Patrick Alrassy, Pengchuan Zhang, Petar Pengwei Li, Peter Weng, Prajjwal Bhargava, P. Dubal, Punit Praveen Krishnan, S. Koura, Puxin Xu, Qing He, Qingxiao Dong, Ragavan Srinivasan, Raj Ganapathy, Ramon Calderer, Ricardo Silveira Cabral, Robert Stojnic, R. Raileanu, Rohan Maheswari, Rohit Girdhar, Rohit Patel, Romain Sauvestre, Ron-nie Polidoro, Roshan Sumbaly, Ross Taylor, Ruan Silva, Rui Hou, Rui Wang, S. Hosseini, Sa-hana Chennabasappa, Sanjay Singh, Sean Bell, Seo-hyun Sonia Kim, Sergey Edunov, Shaoliang Nie, Sharan Narang, S. Raparthy, Sheng Shen, Shengye Wan, Shruti Bhosale, Shun Zhang, Simon Van-denhende, Soumya Batra, Spencer Whitman, Sten Sootla, S. Collot, Suchin Gururangan, 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, Vir-ginie Do, Vish Vogeti, Vítor Albiero, Vladan Petro-vic, Weiwei Chu, Wenhan Xiong, Wenyin Fu, Zoe Chen, Aaditya Papakipos, Aayushi Singh, Abha Sri-vastava, Adam Jain, Adam Kelsey, S. Adithya, Adolfo Gangidi, Ahuva Victoria, Goldstand Ajay, A. Menon, Alex Sharma, Alex Boesenberg, Allie Baevski, Amanda Feinstein, Amit Kallet, Amos San-gani, Anam Teo, Andrei Yunus, An-drei Lupu, Andrew Alvarado, A. Caples, Andrew Gu, Andrew Ho, Andrew Poulton, Ankit Ramchan-dani Ryan, Annie Dong, Annie Franco, Anuj Goyal, Apara-jita Saraf, Arkabandhu Chowdhury, Ashley Gabriel, Ashwin Bharambe, Assaf Eisenman, Azadeh Yaz-dan, Beau James, Ben Maurer, B. Leonhardi, Bernie Huang, Beth Loyd, Beto de Paola, Bhargavi Paranjape, Bing Liu, Bo Wu, B. Ni, Braden Han-cock, Bram Wasti, Brandon Spence, 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 Fe-ichtenhofer, Cynthia Gao, Damon Civin, Dana Beaty, Elaine Montgomery, Eleonora Presani, Emily Hahn, Emily Wood, Eric-Tuan Le, Erik Brinkman, Esteban Arcaute, Evan Dunbar, Evan Smothers, Fei Sun, F. Kreuk, Feng Tian, Filippos Kokkinos, Firat Ozgenel, Francesco Caggioni, Frank J. Kanayet, Frank Seide, Gabriela Medina Florez, Gabriella Schwarz, Gada Badeer, Georgia Swee, Gil Halpern, Grant Herman, G. Sizov, Guangyi, Guna Zhang, Hakan Lakshminarayanan, Hamid Inan, Han Shojanaz-eri, Han Zou, Hanwen Wang, Haroun Zha, Harrison Habeeb, Helen Rudolph, Henry Suk, Hunter As-pegren, Hongyuan Goldman, Ibrahim Zhan, Igor Damlaj, Igor Molybog, Ilias Tufanov, Leontiadis, Jennifer Chan, Jenny Zhen, J. Reizenstein, J. Teboul, Jessica Zhong, Jian Jin, Jingyi Yang, Joe Cummings, Jon Carvill, Jon Shepard, Jonathan Mc-Phie, Jonathan Torres, Josh Ginsburg, Junjie Wang, Kai Wu, Kam Hou, Karan Saxena, Kartikay Khan-delwal, Katayoun Zand, Kathy Matosich, K. Veeraraghavan, Kelly Michelena, Keqian Li, Ki-ran Jagadeesh, Kun Huang, Kunal Chawla, Kyle Huang, Lailin Chen, Lavender A Lakshya Garg, Leandro Silva, Lee Bell, Lei Zhang, Liangpeng Guo, Licheng Yu, Liron Moshkovich, Luca Wehrst-edt, Madian Khabsa, Manav Avalani, Manish Bhatt, Martynas Mankus, Matan Hasson, Matthias Lennie, Matthias Reso, Maxim Groshev, Maxim Naumov, Maya Lathi, Meghan Keneally, Miao Liu, Michal Seltzer, M. Valko, Mihir Michelle Restrepo, Mik Vyatskov, Mikayel Samvelyan, Mike Clark, Mike Macey, Mike Wang, Miquel Jubert Hermoso, Mo Metanat, Mohammad Rastegari, Mun-ish Bansal, Nandhini Santhanam, Natascha Parks, Natasha White, Navy-ata Bawa, Nayan Singhal, Nick Egebo, Nicolas Usunier, Nikolay Nikhil Mehta, Pavlovich Laptev, Ning Dong, Norman Cheng, Oleg Chernoguz, Olivia Hart, Omkar Salpekar, Ozlem Kalinli, Parkin Kent, Parth Parekh, Paul Saab, Pavan Balaji, Pe-dro Rittner