YoVDO

Serving LLMs with MLflow - Phi-3-mini-4k-instruct Model

Offered By: The Machine Learning Engineer via YouTube

Tags

MLFlow Courses Data Science Courses Machine Learning Courses Python Courses MLOps Courses Inference Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Explore the process of creating a Python model in MLflow using the microsoft/Phi-3-mini-4k-instruct Large Language Model (LLM) in this 25-minute tutorial video. Learn how to save the model to an MLflow tracking server, load it, and perform inference on your local computer. Gain practical insights into MLOps and machine learning workflows as you follow along with the step-by-step demonstration. Access the accompanying code on GitHub to enhance your understanding and implement the techniques in your own projects.

Syllabus

MLOps MLFlow: Serving LLMs with MLflow. Phi-3-mini-4k-instruct #machinelearning #datascience


Taught by

The Machine Learning Engineer

Related Courses

Data Analysis
Johns Hopkins University via Coursera Computing for Data Analysis
Johns Hopkins University via Coursera Scientific Computing
University of Washington via Coursera Introduction to Data Science
University of Washington via Coursera Web Intelligence and Big Data
Indian Institute of Technology Delhi via Coursera