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articles/ai-services/openai/concepts/fine-tuning-considerations.md

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title: Azure OpenAI in Azure AI Foundry Models fine-tuning
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title: Azure OpenAI in Azure AI Foundry Models fine-tuning considerations
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description: Learn more about what you should take into consideration before fine-tuning with Azure OpenAI
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manager: nitinme
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ms.service: azure-ai-openai
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# Azure OpenAI in Azure AI Foundry Models fine-tuning
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# Azure OpenAI in Azure AI Foundry Models fine-tuning considerations
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Fine-tuning is the process of taking a pre-trained language model and adapting it to perform a specific task or improve its performance on a particular dataset. This involves training the model on a smaller, task-specific dataset while adjusting the model's weights slightly. Fine-tuning leverages the knowledge the model has already acquired during its initial training on a large, diverse dataset, allowing it to specialize without starting from scratch. This approach is often more efficient and effective than training a new model from scratch, especially for specialized tasks.
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