SESSION

Customizing Your Models: RAG, Fine-Tuning, and Pre-Training (repeated)

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OVERVIEW

EXPERIENCEIn Person
TYPEBreakout
TRACKGenerative AI
TECHNOLOGIESDatabricks Experience (DBX), AI/Machine Learning, GenAI/LLMs, MLFlow
SKILL LEVELAdvanced
DURATION40 min

While there have been many incredible advancements in AI and Large Language models, there are many techniques that can be applied to make tailor these models and improve performance within a specific domain or task. This talk will guide users along the curve of AI maturity and cover many of the different techniques used to achieve highly perfomant AI systems. Attendees should join this session if they'd like to learn from a world class AI researcher about when to apply:

  • Prompt Engineering
  • RAG (Retrieval Augmented Generation)
  • Fine-Tuning
  • Pre-Training

SESSION SPEAKERS

IMAGE COMING SOON

Jonathan Frankle

/Chief Scientist - Neural Networks
Databricks