Generative AI in Azure Machine Learning
Streamline prompt engineering projects and build language model–based applications.
Overview
Build generative AI apps
- Access pretrained foundation models from Microsoft, OpenAI Service, Hugging Face, Meta, Cohere and more in the unified model catalog.
- Develop faster using language models to evaluate prompt variants and access LangChain and Semantic Kernel libraries.
- Train models on purpose-built Azure AI infrastructure with GPU virtual machines and InfiniBand networking.
- Automate AI workflows to continuously monitor and evaluate language model performance and detect harmful content.
Models customized for you
Incorporate generative AI into your apps
Foundation model catalog
Explore a collection of open-source foundation models and fine-tune them using your own data.
Prompt flow
Streamline AI app development and prompt orchestration with interactive visual flows, variants, and evaluation.
Open-source framework integration
Bring your flows developed with LangChain or Semantic Kernel to prompt flow to easily scale the experiments.
Azure AI infrastructure
Fine-tune models on purpose-built infrastructure along with DeepSpeed and ONNX Runtime for optimization.
Content safety
Identify and filter harmful content with severity scores using a built-in connection to Azure AI Content Safety.
Model monitoring
Monitor safety and quality evaluation metrics as well as token consumptions for generative AI apps in production.
Security
Embedded security and compliance
34,000
Full-time equivalent engineers dedicated to security initiatives at Microsoft.
15,000
Partners with specialized security expertise.
>100
Compliance certifications, including over 50 specific to global regions and countries.
RESOURCES
Learn more about generative AI in Machine Learning
FAQ
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There's no additional charge to use generative AI tools in Azure Machine Learning. You’ll incur separate charges for compute and for other Azure services such as Azure Blob Storage, Azure Key Vault, Azure Container Registry, and Azure Application Insights when used with Azure Machine Learning. See Azure Machine Learning pricing.
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Sign up for a free account or, if you already have an Azure subscription, get started in the Azure Machine Learning studio portal.
Next steps
Choose the Azure account that’s right for you
Pay as you go or try Azure free for up to 30 days.
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