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