The Art and Science of Training Large Language Models

The Art and Science of Training Large Language Models

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[] Day to day life of Davis and Bandish

11 of 20

11 of 20

[] Day to day life of Davis and Bandish

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The Art and Science of Training Large Language Models

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  1. 1 [] Bandish and Davis preferred coffee
  2. 2 [] Takeaways
  3. 3 [] Please like, share, leave a review, and subscribe to our MLOps channels!
  4. 4 [] Shout out to everyone who reached out about a paper!
  5. 5 [] AI Quality In-person MLOps Community Conference on June 25th!
  6. 6 [] Shout out to Databricks for sponsoring this episode!
  7. 7 [] Davis' newsletters/ Davis summarizes papers
  8. 8 [] Davis' background in tech
  9. 9 [] Binarization of Neural Networks
  10. 10 [] Bandish's background in tech
  11. 11 [] Day to day life of Davis and Bandish
  12. 12 [] Model Training Challenges
  13. 13 [] Model Consistency Challenges
  14. 14 [] GPU Excess Utilization Efficiency
  15. 15 [] Consistency and Quality Assurance
  16. 16 [] Model Optimization Strategies
  17. 17 [] Simplify, Understand, Improve, Success
  18. 18 [] Complexities of Data
  19. 19 [] Data Quality at Scale
  20. 20 [] Wrap up

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