Is it possible to fine-tune Mistral model and then Deploy it as API ?

Dav000000 20 Reputation points
2024-06-20T13:49:12.3166667+00:00

Hello everyone,

I'm a bit new to Aure, and I have a question about Azure AI Studio.

I've seen that it is possible to basically fine-tune an open-weight Mistral model in Azure AI Studio, and I've also seen that we can deploy a model as an API endpoint.

Then my question is : can we first fine-tune a model in Azure AI Studio and then deploy it as an API endpoint ?

Would this involve creating the API itself, or it there a service that already does that ?

Thank you in advance for your answers !

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  1. Adharsh Santhanam 2,705 Reputation points
    2024-06-20T14:13:52.5733333+00:00

    Hello Dav000000, as per the documentation only the Azure OpenAI models and Llama 2 family models are available for fine-tuning -- https://learn.microsoft.com/en-us/azure/ai-studio/concepts/fine-tuning-overview#supported-models-for-fine-tuning-in-azure-ai-studio

    Please do not forget to "Accept the answer” and “up-vote” wherever the information provided helps you, this can be beneficial to other community members.

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