SESSION

How to Train or Fine-Tune a Custom LLM on Your Data with Databricks

OVERVIEW

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

This session will provide a high-level overview of training and fine-tuning custom LLMs on Databricks. You'll learn how to use the Fine-Tuning and Pre-Training APIs to train and fine-tune LLMs on your own data and streamline your machine learning workflows. This session will cover:

  • An introduction to Fine-Tuning and Pre-training APIs and their capabilities
  • A step-by-step guide to training and fine-tuning custom LLMs
  • Best practices for using FT APIs to achieve optimal results
  • Real-world examples and use cases of successful LLM training and fine-tuning

SESSION SPEAKERS

IMAGE COMING SOON

Irene Dea

/Sr. Software Engineer
Databricks

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Nancy Hung

/Software Engineer
Databricks