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Walters, Tyna Eloundou, James Crooks James Lennon, Jane Park, Jason Teplitz, Ja-son Wei, Jason Wolfe, Jay Chen, Jeff Harris Jiayi WengJie Tang, Joanne Jang Jonathan Ward, Jonathan McKay Jong, Sherwin Wu Sonia Phene, Spencer Pa-payShuaiqi (Tony) Xia, Steve Coffey, Steve Lee Steve Lee Suchir BalajiStewart Hall, Tal Broda, Tal Stramer, Tarun Gogineni Ted Sanders, Thomas Cunninghman Thomas Dimson, Thomas Raoux Christina KimTianhao Zheng, Todd UnderwoodTristan, Natalie Summers Olivier GodementNiko Felix, Owen Campbell-Moore Rocky Smith, Rowan ZellersPeter Deng, Prafulla Dhariwal, Saachi (2024)
The GPT-4o System Card provides a comprehensive overview of the capabilities, limitations, risks, and safety measures associated with OpenAI's GPT-4o model. It highlights GPT-4o as an autoregressive model that processes text, audio, images, and video through an end-to-end neural network. The text details how GPT-4o improves upon its predecessor in terms of speed, cost-effectiveness, and performance in various languages, particularly emphasizing its strengths in audio and vision comprehension. The document also outlines the data sources used for training, which include a mix of publicly available datasets and proprietary data. Furthermore, it discusses the risks identified during external red teaming, measures taken to mitigate these risks, and methods used for evaluation, including the challenges of translating text-based evaluations into audio format. The paper concludes with insights into the societal impacts of GPT-4o, focusing on potential benefits and risks, and emphasizes ongoing research needs to better understand these dynamics.
This paper employs the following methods:
The following datasets were used in this research:
The authors identified the following limitations: