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AI - Machine Learning Blog
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802

Model training and Fine Tuning with serverless compute

vijetaj on Nov 15 2023 08:00 AM
Serverless compute is a fully-managed, on-demand compute target for running training jobs
1,302

Model Benchmarks in Azure AI Studio

jessicacioffi on Nov 15 2023 08:00 AM
Model benchmarks in Azure AI Studio provide an invaluable tool for users to review and compare the performance of variou...
893

Avail the power of Microsoft Fabric from within Azure Machine Learning

amar_badal on Nov 15 2023 08:00 AM
Unveiling the Public Preview of Azure Machine Learning OneLake datastore - To help customers build custom ML models and ...
19.9K

Announcing Llama 2 Inference APIs and Hosted Fine-Tuning through Models-as-a-Service in Azure AI

ManojBableshwar on Nov 15 2023 08:00 AM
We are excited to announce the upcoming preview of Models as a Service (MaaS) that offers pay-as-you-go (PayGo) inferenc...
16.1K

Elevate Your LLM Applications to Production via LLMOps

Henry Zeng on Nov 15 2023 08:00 AM
Discover the Future of LLM Application Development! with Azure Machine Learning prompt flow. Dive into our latest blog, ...
634

Announcing the GA for pipeline deployments in Batch Endpoints

santiagxf on Nov 15 2023 08:00 AM
Announcing the General Availability of Pipeline Components deployments in Azure Machine Learning.
2,127

Streamline your MLOps practice with model packages

santiagxf on Oct 19 2023 10:57 AM
We are happy to announce the Public Preview of model packages, a capability in Azure Machine Learning that allows you to...
14.6K

Introducing GPT 3.5 Turbo, Babbage-002 and Davinci-002 Fine-tuning in AzureML Model Catalog

MahsaR on Oct 16 2023 09:00 AM
Discover the power of GPT 3.5 Turbo, Babbage-002 and Davinci-002 fine-tuning in Azure Machine Learning model catalog
2,112

Easily Bring your Machine Learning Models into Production with the AzureML Inference Server

alexanderhughes on Oct 09 2023 08:55 AM
Today, we are excited to announce the General Availability (GA) and open sourcing of the Azure Machine Learning Inferenc...
2,245

A Guide to Optimizing Performance and Saving Cost of your Machine Learning (ML) Service - Part 1

aishanibhalla on Sep 20 2023 02:38 PM
This is a multi-part blog series that will teach you how to optimize your machine learning model service and save money....
6,702

Generative AI in Azure Machine Learning: Operationalizing app development for AI transformation

Richardtso on Sep 13 2023 08:50 AM
Harness the potential of generative AI with the latest capabilities available in Azure Machine Learning.
2,556

AutoML Images & NLP gets new brains and becomes more open

Radu_Kopetz on Sep 06 2023 03:13 PM
With the latest release AutoML users can use any model from Hugging Face, MMDetection or AzureML curated models for the ...
26.3K

An Introduction to LLMOps: Operationalizing and Managing Large Language Models using Azure ML

Lucky_Pamula_Microsoft on Aug 27 2023 12:11 PM
An Introduction to LLMOps: Operationalizing LLMs with Azure Machine Learning
62.1K

Introducing Llama 2 on Azure

SwatiGharse on Jul 24 2023 08:00 AM
We are excited to announce support for the Llama 2 family of large language models on Azure and are thrilled to be Meta'...
28.2K

Deploy large language models responsibly with Azure AI

slbird on Jul 18 2023 08:45 AM
Explore emerging best practices to deploy large language models (LLMs) responsibly, and how you can use Azure AI to get ...
9,504

Falcon LLMs in Azure Machine Learning

ManojBableshwar on Jul 18 2023 08:40 AM
We are thrilled to announce that the Falcon family of state-of-the-art language models, created by the Technology Innova...
3,764

A closer look at MLOps and the Intel Extension for Scikit-learn within Azure Machine Learning

Razvan_Tanase on Jun 27 2023 03:06 PM
The collaboration between Intel and Microsoft brings Intel AI optimizations to the Azure Machine Learning platform, star...
4,689

Training large models in Azure Machine Learning

Razvan_Tanase on May 30 2023 02:38 PM
Learn how Azure Machine Learning enables training large models efficiently and reliably.
3,903

Safely roll out your machine learning models using Managed online endpoint in Azure Machine Learning

SeokJin_Han on May 30 2023 02:07 PM
Learn key MLOps practices around model deployment and management, and how to use Azure Machine Learning Managed online e...
3,549

Announcing our improved experiment tracking tools in Azure Machine Learning

amipatel on May 30 2023 09:00 AM
Learn more about our new customizable dashboard view, an upgraded jobs list view, and more to track, compare, and visual...
3,250

Accelerating Machine Learning Development with VS Code for the Web and Azure Machine Learning

Leah_Bar-On_Simmons on May 30 2023 08:00 AM
Connect your Azure Machine Learning compute to VS Code for the Web for a more powerful editing experience in Azure Machi...
4,305

Federated Learning with Azure Machine Learning: Powering Privacy-Preserving Innovation in AI

Jeff Omhover on May 30 2023 08:00 AM
Learn how distinct organizations can federate their ML workflows and achieve better models
4,911

Azure Machine Learning Integration with NVIDIA AI Enterprise

TinaManghnani on May 23 2023 12:30 PM
Leverage the power of NVIDIA's enterprise-ready software, complementing Azure Machine Learning's high performance and se...
63.2K

Harness the power of Large Language Models with Azure Machine Learning prompt flow

Henry Zeng on May 23 2023 08:00 AM
Unlock the full potential of your AI solutions with our latest blog on prompt flow! Discover how to effectively assess a...

Latest Comments

vasia_pupkin
in Announcing Llama 2 Inference APIs and Hosted Fine-Tuning through Models-as-a-Service in Azure AI on Dec 03 2023 06:44 PM
I tried to finetune CodeLLama 7B with my own codebase using the finetuning pipeline. However, even with a Standard_NC24rs_v3 compute (NVidia Tesla V100 16 GB vRam) I get an OOM error. Considering that this compute is already almost $18/hour, does this mean that I need an ever bigger compute to finet...
0 Likes
wswitzer
in Announcing Llama 2 Inference APIs and Hosted Fine-Tuning through Models-as-a-Service in Azure AI on Nov 25 2023 05:06 PM
Will pay as you go inference also available for Mistral 7B Instruct and Phi 2? If so, how much will the cost for usage be? Thanks!
1 Likes
ManojBableshwar
in Announcing Llama 2 Inference APIs and Hosted Fine-Tuning through Models-as-a-Service in Azure AI on Nov 24 2023 10:17 AM
This will be available on December 7th. If you are interested in trying this sooner, please get back to me with your Azure AAD ID (entra id) and Azure subscription ID in a private message. Thanks Manoj
1 Likes
uribrown-ms
in An Introduction to LLMOps: Operationalizing and Managing Large Language Models using Azure ML on Nov 24 2023 01:07 AM
Really good post thanks!
0 Likes
intentface
in Announcing Llama 2 Inference APIs and Hosted Fine-Tuning through Models-as-a-Service in Azure AI on Nov 20 2023 07:58 AM
Do you have estimate when Pay-as-you-go pricing will be available?
2 Likes