SESSION
Customizing Your Models: RAG, Fine-Tuning, and Pre-Training (repeat)
OVERVIEW
EXPERIENCE | In Person |
---|---|
TYPE | Breakout |
TRACK | Generative AI |
TECHNOLOGIES | Databricks Experience (DBX), AI/Machine Learning, GenAI/LLMs, MLFlow |
SKILL LEVEL | Advanced |
DURATION | 40 min |
This session is repeated.
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