التفاصيل البيبلوغرافية
العنوان:
GPT-4 Technical Report
المؤلفون:
OpenAI , Achiam, Josh , Adler, Steven , Agarwal, Sandhini , Ahmad, Lama , Akkaya, Ilge , Aleman, Florencia Leoni , Almeida, Diogo , Altenschmidt, Janko , Altman, Sam , Anadkat, Shyamal , Avila, Red , Babuschkin, Igor , Balaji, Suchir , Balcom, Valerie , Baltescu, Paul , Bao, Haiming , Bavarian, Mohammad , Belgum, Jeff , Bello, Irwan , Berdine, Jake , Bernadett-Shapiro, Gabriel , Berner, Christopher , Bogdonoff, Lenny , Boiko, Oleg , Boyd, Madelaine , Brakman, Anna-Luisa , Brockman, Greg , Brooks, Tim , Brundage, Miles , Button, Kevin , Cai, Trevor , Campbell, Rosie , Cann, Andrew , Carey, Brittany , Carlson, Chelsea , Carmichael, Rory , Chan, Brooke , Chang, Che , Chantzis, Fotis , Chen, Derek , Chen, Sully , Chen, Ruby , Chen, Jason , Chen, Mark , Chess, Ben , Cho, Chester , Chu, Casey , Chung, Hyung Won , Cummings, Dave , Currier, Jeremiah , Dai, Yunxing , Decareaux, Cory , Degry, Thomas , Deutsch, Noah , Deville, Damien , Dhar, Arka , Dohan, David , Dowling, Steve , Dunning, Sheila , Ecoffet, Adrien , Eleti, Atty , Eloundou, Tyna , Farhi, David , Fedus, Liam , Felix, Niko , Fishman, Simón Posada , Forte, Juston , Fulford, Isabella , Gao, Leo , Georges, Elie , Gibson, Christian , Goel, Vik , Gogineni, Tarun , Goh, Gabriel , Gontijo-Lopes, Rapha , Gordon, Jonathan , Grafstein, Morgan , Gray, Scott , Greene, Ryan , Gross, Joshua , Gu, Shixiang Shane , Guo, Yufei , Hallacy, Chris , Han, Jesse , Harris, Jeff , He, Yuchen , Heaton, Mike , Heidecke, Johannes , Hesse, Chris , Hickey, Alan , Hickey, Wade , Hoeschele, Peter , Houghton, Brandon , Hsu, Kenny , Hu, Shengli , Hu, Xin , Huizinga, Joost , Jain, Shantanu , Jain, Shawn , Jang, Joanne , Jiang, Angela , Jiang, Roger , Jin, Haozhun , Jin, Denny , Jomoto, Shino , Jonn, Billie , Jun, Heewoo , Kaftan, Tomer , Kaiser, Łukasz , Kamali, Ali , Kanitscheider, Ingmar , Keskar, Nitish Shirish , Khan, Tabarak , Kilpatrick, Logan , Kim, Jong Wook , Kim, Christina , Kim, Yongjik , Kirchner, Jan Hendrik , Kiros, Jamie , Knight, Matt , Kokotajlo, Daniel , Kondraciuk, Łukasz , Kondrich, Andrew , Konstantinidis, Aris , Kosic, Kyle , Krueger, Gretchen , Kuo, Vishal , Lampe, Michael , Lan, Ikai , Lee, Teddy , Leike, Jan , Leung, Jade , Levy, Daniel , Li, Chak Ming , Lim, Rachel , Lin, Molly , Lin, Stephanie , Litwin, Mateusz , Lopez, Theresa , Lowe, Ryan , Lue, Patricia , Makanju, Anna , Malfacini, Kim , Manning, Sam , Markov, Todor , Markovski, Yaniv , Martin, Bianca , Mayer, Katie , Mayne, Andrew , McGrew, Bob , McKinney, Scott Mayer , McLeavey, Christine , McMillan, Paul , McNeil, Jake , Medina, David , Mehta, Aalok , Menick, Jacob , Metz, Luke , Mishchenko, Andrey , Mishkin, Pamela , Monaco, Vinnie , Morikawa, Evan , Mossing, Daniel , Mu, Tong , Murati, Mira , Murk, Oleg , Mély, David , Nair, Ashvin , Nakano, Reiichiro , Nayak, Rajeev , Neelakantan, Arvind , Ngo, Richard , Noh, Hyeonwoo , Ouyang, Long , O'Keefe, Cullen , Pachocki, Jakub , Paino, Alex , Palermo, Joe , Pantuliano, Ashley , Parascandolo, Giambattista , Parish, Joel , Parparita, Emy , Passos, Alex , Pavlov, Mikhail , Peng, Andrew , Perelman, Adam , Peres, Filipe de Avila Belbute , Petrov, Michael , Pinto, Henrique Ponde de Oliveira , Michael , Pokorny , Pokrass, Michelle , Pong, Vitchyr H. , Powell, Tolly , Power, Alethea , Power, Boris , Proehl, Elizabeth , Puri, Raul , Radford, Alec , Rae, Jack , Ramesh, Aditya , Raymond, Cameron , Real, Francis , Rimbach, Kendra , Ross, Carl , Rotsted, Bob , Roussez, Henri , Ryder, Nick , Saltarelli, Mario , Sanders, Ted , Santurkar, Shibani , Sastry, Girish , Schmidt, Heather , Schnurr, David , Schulman, John , Selsam, Daniel , Sheppard, Kyla , Sherbakov, Toki , Shieh, Jessica , Shoker, Sarah , Shyam, Pranav , Sidor, Szymon , Sigler, Eric , Simens, Maddie , Sitkin, Jordan , Slama, Katarina , Sohl, Ian , Sokolowsky, Benjamin , Song, Yang , Staudacher, Natalie , Such, Felipe Petroski , Summers, Natalie , Sutskever, Ilya , Tang, Jie , Tezak, Nikolas , Thompson, Madeleine B. , Tillet, Phil , Tootoonchian, Amin , Tseng, Elizabeth , Tuggle, Preston , Turley, Nick , Tworek, Jerry , Uribe, Juan Felipe Cerón , Vallone, Andrea , Vijayvergiya, Arun , Voss, Chelsea , Wainwright, Carroll , Wang, Justin Jay , Wang, Alvin , Wang, Ben , Ward, Jonathan , Wei, Jason , Weinmann, CJ , Welihinda, Akila , Welinder, Peter , Weng, Jiayi , Weng, Lilian , Wiethoff, Matt , Willner, Dave , Winter, Clemens , Wolrich, Samuel , Wong, Hannah , Workman, Lauren , Wu, Sherwin , Wu, Jeff , Wu, Michael , Xiao, Kai , Xu, Tao , Yoo, Sarah , Yu, Kevin , Yuan, Qiming , Zaremba, Wojciech , Zellers, Rowan , Zhang, Chong , Zhang, Marvin , Zhao, Shengjia , Zheng, Tianhao , Zhuang, Juntang , Zhuk, William , Zoph, Barret
سنة النشر:
2023
المجموعة:
Computer Science
مصطلحات موضوعية:
Computer Science - Computation and Language , Computer Science - Artificial Intelligence
الوصف:
We report the development of GPT-4, a large-scale, multimodal model which can accept image and text inputs and produce text outputs. While less capable than humans in many real-world scenarios, GPT-4 exhibits human-level performance on various professional and academic benchmarks, including passing a simulated bar exam with a score around the top 10% of test takers. GPT-4 is a Transformer-based model pre-trained to predict the next token in a document. The post-training alignment process results in improved performance on measures of factuality and adherence to desired behavior. A core component of this project was developing infrastructure and optimization methods that behave predictably across a wide range of scales. This allowed us to accurately predict some aspects of GPT-4's performance based on models trained with no more than 1/1,000th the compute of GPT-4.
نوع الوثيقة:
Working Paper
الوصول الحر:
http://arxiv.org/abs/2303.08774Test
رقم الانضمام:
edsarx.2303.08774
قاعدة البيانات:
arXiv
