Fine-Tune Multiple Cognitive Tasks with GPT-3 on Medical Texts and Reduce Hallucination

Fine-Tune Multiple Cognitive Tasks with GPT-3 on Medical Texts and Reduce Hallucination

David Shapiro ~ AI via YouTube Direct link

- GPT-3 Hallucinating

1 of 23

1 of 23

- GPT-3 Hallucinating

Class Central Classrooms beta

YouTube playlists curated by Class Central.

Classroom Contents

Fine-Tune Multiple Cognitive Tasks with GPT-3 on Medical Texts and Reduce Hallucination

Automatically move to the next video in the Classroom when playback concludes

  1. 1 - GPT-3 Hallucinating
  2. 2 - Creating a medical question answering bot
  3. 3 - Using GPT-3 to predict whether or not medications were prescribed
  4. 4 - Using NLP to automatically extract information from patient charts
  5. 5 - Fine-tuning a model to be less creative
  6. 6 - Fine-tuning a model to do two cognitive tasks at once
  7. 7 - Building a Single Source of Truth for Home Care
  8. 8 - Determining whether or not follow-up medical tests were ordered
  9. 9 - Creating a mock-up for data
  10. 10 - GPT3 Completion
  11. 11 - Building a program to process medical transcripts
  12. 12 - The Dmark
  13. 13 - Creating a bot to generate medical diagnoses
  14. 14 - Building a chatbot to answer questions about a job
  15. 15 - Building a medical chatbot
  16. 16 - Python generate data
  17. 17 - Python generate data
  18. 18 - Saving work in progress
  19. 19 - Building a machine that can write
  20. 20 - Formatting the data for training
  21. 21 - Fine-tuning a machine learning model
  22. 22 - The difficulty of diagnosing with Curie
  23. 23 - The ineffectiveness of curie with more training data

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.