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Fine-tune and deploy foundation models with Azure Machine Learning

588K subscribers

13K views 1 year ago

Learn how you can take advantage of pre-built large AI models like GPT-3 and fine-tune them with your own data before embedding them into applications. As a machine learning professional, find out how to quickly and easily start your data science tasks by accessing curated environments for large AI model training and deployment. This live demo session was delivered as a part of Microsoft Build in Seattle in May 2023.

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Fine-tune and deploy foundation models with Azure Machine Learning

188Likes

13,550Views

2023Jul 19

Introduction

0:00

Azure ML Model Catalog

2:52

Finetune

4:55

Finetune data

6:17

Transcript

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Microsoft Developer

588K subscribers

Fine-tune and deploy foundation models with Azure Machine Learning

Chapters View all

Introduction

Introduction

Introduction

Azure ML Model Catalog

Azure ML Model Catalog

Azure ML Model Catalog

Finetune

Finetune

Finetune

Finetune data

Finetune data

Finetune data

Advanced settings

Advanced settings

Advanced settings

Submitting a job

Submitting a job

Submitting a job

Codebased approach

Codebased approach

Codebased approach

Pipeline component

Pipeline component

Pipeline component

Microsoft Developer

Fine-tune and deploy foundation models with Azure Machine Learning

Comments 12

Chapters

Introduction

Introduction

Introduction

Azure ML Model Catalog

Azure ML Model Catalog

Azure ML Model Catalog

Finetune

Finetune

Finetune

Finetune data

Finetune data

Finetune data

Advanced settings

Advanced settings

Advanced settings

Submitting a job

Submitting a job

Submitting a job

Codebased approach

Codebased approach

Codebased approach

Pipeline component

Pipeline component

Pipeline component

Custom pipelines

Custom pipelines

Custom pipelines

Review completed job

Review completed job

Review completed job

Compare different runs

Compare different runs

Compare different runs

Model metrics

Model metrics

Model metrics

Register the model

Register the model

Register the model

Deploy the model

Deploy the model

Deploy the model

Demo

Demo

Demo

Import models

Import models

Import models

Description

Chapters View all

Chapters

Chapters

End-to-End MLOps in Azure | Azure Machine Learning