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articles/ai-services/openai/how-to/reproducible-output.md

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title: 'How to generate reproducible output with Azure OpenAI Service'
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titleSuffix: Azure OpenAI
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description: Learn how to generate reproducible output (preview) with Azure OpenAI Service
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description: Learn how to generate reproducible output (preview) with Azure OpenAI Service.
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services: cognitive-services
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manager: nitinme
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ms.service: azure-ai-openai
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# Learn how to use reproducible output (preview)
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By default if you ask an Azure OpenAI Chat Completion model the same question multiple times you are likely to get a different response. The responses are therefore considered to be non-deterministic. Reproducible output is a new preview feature that allows you to selectively change the default behavior to help product more deterministic outputs.
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By default if you ask an Azure OpenAI Chat Completion model the same question multiple times you're likely to get a different response. The responses are therefore considered to be non-deterministic. Reproducible output is a new preview feature that allows you to selectively change the default behavior to help product more deterministic outputs.
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## Reproducible output support
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