user_guide.md

User Guide

This User's Guide contains information about how end-users can interact with the Streamlit Application component of this AMP, as well as some light notes on manual App/AMP modifications.

For a more technical deep dive on the structure of the AMP, please see the Technical Overview.

Tutorials

These tutorials are meant to be end-to-end tutorials that cover multiple different aspects of the Studio.

• Training an SQL Adapter using QLoRA

Features

• Data Management
  • Importing and Managing Datasets
  • Importing and Managing Models and Adapters
  • Designing Prompt Templates
• Training and Evaluation
  • Fine Tuning a Model
  • Running MLFlow Evaluations
  • Local Model Adapter Comparisons
• CML Integration
  • CML Model Registry
  • Cloudera AI Inference