Part 8/11:
The demos highlighted invoice parsing, invoice querying, and document Q&A—powering enterprise-grade document comprehension.
Advanced AI: Fine-Tuning and Model Customization
Fine-Tuning for Cost and Performance
Large models are expensive to query—fine-tuning smaller models (e.g., M7B) to specific tasks helps reduce costs and increase response speeds. Snowflake supports training custom models using Snowpark, allowing organizations to:
Prepare labeled data with prompts and responses.
Train smaller models tailored for enterprise tasks.
Deploy these for faster, budget-friendly inference.