Session
Build and Deploy Fine-Tuned Models on Mosaic AI
Overview
Experience | In Person |
---|---|
Type | Breakout |
Track | Artificial Intelligence |
Industry | Enterprise Technology |
Technologies | MLFlow, Mosaic AI |
Skill Level | Intermediate |
Duration | 40 min |
Want to create AI models that truly understand your business? This session shows you how to customize foundation models for your specific needs using Databricks' Mosaic AI Model Training. We'll walk through the complete process of taking open-source models and fine-tuning them with your enterprise data to create specialized solutions that outperform generic alternatives.
Key takeaways:
- Creating cost-effective custom models with domain-specific accuracy
- Selecting the right fine-tuning approach for your specific use cases
- Deploying models with one-click using Mosaic AI Model Serving
- Implementing evaluation strategies to measure quality improvements
- Ensuring data security and governance throughout the process
Whether you're looking to enhance customer interactions or extract insights from specialized content, you'll leave with practical knowledge to build AI models that speak your business language.
Session Speakers
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Nancy Hung
/Sr Software Engineer
Databricks