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AI - Machine Learning Blog
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1,190

LLM Load Test on Azure (Serverless & Managed-Compute)

maljazaery on Sep 09 2024 03:41 PM
In the ever-evolving landscape of artificial intelligence, the ability to efficiently load test large language models (L...
6,537

Fine-tune FLUX.1 LORA with your own images and Deploy using Azure Machine Learning

mrajguru on Sep 03 2024 09:01 AM
The landscape of artificial intelligence and machine learning continues to evolve rapidly, with significant advancements...
1,575

Practical Guide to Azure Custom Neural Voice: Essential Tips for Success

alibekjakupov on Aug 26 2024 10:52 AM
Recently, I worked on a project involving the generation of a custom voice, and I encountered some features and hidden i...
4,756

How to make AI training faster

xinyuwei on Aug 23 2024 09:08 PM
2,466

Announcing the General Availability of the VS Code extension for Azure Machine Learning

leoyao on Aug 22 2024 09:00 AM
The VS Code extension for Azure Machine Learning has been in preview for a while and we are excited to announce the gene...
9,633

Baseline Agentic AI Systems Architecture

JorgeGX on Aug 20 2024 02:31 AM
Step into the future with Agentic AI Systems, designed to tackle complex challenges with minimal human intervention. The...
15.6K

Differences between Pre-Training and Supervised Fine-Tuning (SFT)

xinyuwei on Aug 16 2024 04:17 AM
This article will provide a comprehensive explanation of the differences between pretraining and Supervised Fine-Tuning ...
8,566

AI Innovation Continues: Introducing Mistral Large 2 and Mistral Nemo in Azure

KritiFaujdar on Jul 24 2024 10:53 AM
Exciting News! We're expanding our partnership with Mistral AI by introducing Mistral Large 2 and Mistral Nemo models to...
4,051

Leveraging phi-3 for an Enhanced Semantic Cache in RAG Applications

joinalahmed on Jul 16 2024 12:59 PM
Improve RAG Responses with phi-3: Discover how phi-3, a Small Language Model (SLM) from Microsoft, transforms repetitive...
8,550

Fine-tuning Florence-2 for VQA (Visual Question Answering) using the Azure ML Python SDK and MLflow

Daekeun_Kim on Jul 02 2024 06:06 AM
Learn step-by-step how to perform fine-tuning and serving of the Microsoft's Florence-2 model with Azure ML.
13.4K

Secure Model Deployments with Microsoft Entra and Managed Online Endpoints

SeokJin_Han on May 28 2024 10:41 AM
With Microsoft Entra and Azure Machine Learning managed online endpoints, you can consume multiple endpoints using a sin...
4,734

Evaluating Large and Small Language Models on Custom Data Using Azure Prompt Flow

Priya_Kedia on May 23 2024 05:56 AM
The Evolution of AI and the Challenge of Model Selection AI is revolutionizing industries with advanced language models ...
7,571

Introducing the Azure AI Model Inference API

santiagxf on May 21 2024 09:10 AM
The Azure AI Model Inference is an API that exposes a common set of capabilities for foundational models and that can be...
4,570

Expanding the Azure AI Model Catalog Ecosystem

Sharmichock on May 21 2024 08:55 AM
Join us as we unveil groundbreaking updates to the Azure AI model catalog, featuring the general availability of Models ...
11.9K

Announcing TimeGEN-1 in Azure AI: Leap Forward in Time Series Forecasting

KritiFaujdar on May 21 2024 08:30 AM
We're thrilled to unveil a significant addition to the Azure AI model catalog at Microsoft Build 2024—the integration of...
7,974

Evaluating Small Language Models for RAG using Azure Prompt Flow (LLama3 vs Phi3)

maljazaery on May 15 2024 11:38 AM
In recent times, small language models have made significant strides in terms of quality and context size. These advance...
21.9K

Finetune Small Language Model (SLM) Phi-3 using Azure Machine Learning

mrajguru on May 05 2024 11:27 PM
Unlock the potential of AI with Azure Machine Learning's phi-3: Finetune your own Small Language Model (SLM) to perfecti...
7,958

Introducing Snowflake Arctic in Azure AI model catalog

TinaManghnani on Apr 26 2024 06:00 AM
Discover the exciting new integration of Snowflake Arctic in Azure AI model catalog, expanding our collaboration with Sn...
64.5K

Introducing Meta Llama 3 Models on Azure AI Model Catalog

ThasmikaGokal on Apr 18 2024 12:39 PM
Unveiling the next generation of Meta Llama models on Azure AI: Meta Llama 3 is here! With new capabilities, including i...
2,846

Visionary Disruption: High-level Insights with Azure Video Indexer & GPT-4 Turbo with Vision

niroron on Apr 16 2024 07:09 AM
Explore how Azure Video Indexer and GPT-4 Turbo with Vision are revolutionizing video analysis across industries, from e...
16.7K

An Enterprise Design for Azure Machine Learning - An Architect's Viewpoint

nimoore on Apr 11 2024 06:01 PM
This article provides an opinionated design for an enterprise-level data science capability, implemented within an Azure...

Latest Comments

dareima
in Introducing Meta Llama 3 Models on Azure AI Model Catalog on Sep 18 2024 06:06 AM
@ThasmikaGokal, are there any updates on deploying Meta models with Serverless API if your subscription is with a Cloud Service Provider? We're running into the same problem as described here in this thread. We cannot deploy Meta models due to the fact that our subscription is managed by a CSP.Manag...
0 Likes
ChristianMueller425
in Introducing Meta Llama 3 Models on Azure AI Model Catalog on Sep 18 2024 06:05 AM
@ThasmikaGokal Is there any news about the CSP restrictions? We are also running into the problem that a deployment on our CSP subscription is not possible, but would like to use the models.Thank you!
0 Likes
mrajguru
in Fine-tune FLUX.1 LORA with your own images and Deploy using Azure Machine Learning on Sep 13 2024 12:46 AM
Thanks a lot. Fixed both!
0 Likes
mishraabhishek199924
in Fine-tune FLUX.1 LORA with your own images and Deploy using Azure Machine Learning on Sep 12 2024 11:35 PM
This is a really good starter guide for dreambooth with AML. Helped me a lot. There are two bugs I could find in `score.py`:- It should be `flux-schnell` instead of `flux-dev` at line 31.- At line 82, the `output_type` should be `pil` instead of `latent`. (or not specified as the default is `pil`) t...
1 Likes
EmersonG1465
in Affordable Innovation: Unveiling the Pricing of Phi-3 SLMs on Models as a Service on Sep 09 2024 05:42 PM
How come Phi-3.5-vision-instruct is almost 2.5x cheaper than Phi-3.5-mini-instruct? Is there a typo?
0 Likes