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Self-Improvement (for Language Models)


Sam Witteveen and I were invited to speak at the main Singapore Data-Science meetup ("DSSG") for their July 2023 special on langchain.

My talk covered several topics under the broad heading of "Self-Improvement" (for Language Models):

  • Improving Answers:
    • Self-Debug / Self-Refine
    • Constitutional AI
  • Improving the System:
    • VOYAGER (GPT-4 planning for Minecraft)
  • Creating training data:
    • phi-1
    • Evol-Instruct

The slides for my talk, which contain links to all of the reference materials and sources, are here :

Presentation Screenshot

If there are any questions about the presentation please ask below, or contact me using the details given on the slides themselves.

Presentation Content Example