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Research paper

Language Models are Few-Shot Learners

At a glance

GPT-3 performs tasks from prompts and a few examples without task-specific training.

In one paragraph

GPT-3 showed that a large language model could translate, answer questions and perform other tasks from a prompt and a few examples. Its 175 billion parameters were kept fixed during these tests, demonstrating how one model could handle varied tasks without separate training for each.

Authors 31

  1. Tom Brown
  2. Ben Mann
  3. Nick Ryder
  4. Melanie Subbiah
  5. Jared Kaplan
  6. Prafulla Dhariwal
  7. Arvind Neelakantan
  8. Pranav Shyam
  9. Girish Sastry
  10. Amanda Askell
  11. Sandhini Agarwal
  12. Ariel Herbert-Voss
  13. Gretchen Krueger
  14. Tom Henighan
  15. Rewon Child
  16. Aditya Ramesh
  17. Daniel M. Ziegler
  18. Jeffrey Wu
  19. Clemens Winter
  20. Christopher Hesse
  21. Mark Chen
  22. Eric Sigler
  23. Mateusz Litwin
  24. Scott Gray
  25. Ben Chess
  26. Jack Clark
  27. Christopher Berner
  28. Sam McCandlish
  29. Alec Radford
  30. Ilya Sutskever
  31. Dario Amodei