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Training language models to follow instructions with human feedback



Long Ouyang , Jeff Wu , Xu Jiang , Diogo Almeida , Carroll L. Wainwright , Pamela Mishkin , Chong Zhang , Sandhini Agarwal , Katarina Slama , Alex Ray , John Schulman , Jacob Hilton , Fraser Kelton , Luke Miller , Maddie Simens , Amanda Askell , Peter Welinder , Paul Christiano , Jan Leike , Ryan Lowe


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Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications



Sandhini Agarwal , Gretchen Krueger , Jack Clark , Alec Radford , Jong Wook Kim , Miles Brundage

* arXiv admin note: substantial text overlap with arXiv:2103.00020 

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Learning Transferable Visual Models From Natural Language Supervision



Alec Radford , Jong Wook Kim , Chris Hallacy , Aditya Ramesh , Gabriel Goh , Sandhini Agarwal , Girish Sastry , Amanda Askell , Pamela Mishkin , Jack Clark , Gretchen Krueger , Ilya Sutskever


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Language Models are Few-Shot Learners



Tom B. Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel M. Ziegler , Jeffrey Wu , Clemens Winter , Christopher Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , Dario Amodei

* 40+32 pages 

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