%pip install dbdemos

import dbdemos
dbdemos.install('llm-fine-tuning')

Try this demo in your workspace!

Run the following in your notebook:
License | Notice

Fine Tune your LLMs with Mosaic AI Model Training

Discover how to Fine Tune and deploy your own LLMs, but also how to evaluate them with MLFlow.

01-classification-fine-tuning-customer-support

Build the training dataset and leverage the Chat API to Fine Tune models.

02-chatbot-rag-fine-tuning

02.1-llm-rag-fine-tuning

Build the training dataset and leverage the Chat API to Fine Tune models for RAG application (including history).

02.2-llm-evaluation

Leverage MLFlow Evaluate to measure the fine tuning improvements

03-entity-extraction-fine-tuning

03.1-llm-entity-extraction-drug-fine-tuning

Specialize an existing LLM on drug extraction and evaluate its performance.

Define catalog and schema