MLOps & LLMOps in MS Fabric

[Anonymous]

Hi,

Just wondering to what extent you can perform MLOps & LLMOps in MS Fabric? Looking at the documentation we can train models in fabric and perform batch predictions without the need of other Azure services but how would you deploy those models to other applications? would you still need the likes of Azure ML and Azure AI studio?

Will Fabric eventually have all the capabilities of Azure ML? 

Its difficult to find information out there concerning this so would appreciate all the info you could share.

Thanks

[v-nikhilan-msft]

Hi @Anonymous 
Thanks for using Fabric Community.
Yes, we can train model and do batch predictions at this moment. Fabric data science team is working on a feature where we support deploy model as container and do real time prediction. This work is in progress. For updates regarding new release please refer to this link:
What's new and planned for Synapse Data Science in Microsoft Fabric - Microsoft Fabric | Microsoft Learn

Hope this helps. Please let me know if you have any more questions.

[v-nikhilan-msft]

Hi @Anonymous 
We haven’t heard from you on the last response and was just checking back to see if you some insights regarding the ask. Otherwise, will respond back with the more details and we will try to help.
Thanks

[v-nikhilan-msft]

Hi @s_arah 
We haven’t heard from you on the last response and was just checking back to see if you some insights regarding the ask. Otherwise, will respond back with the more details and we will try to help.
Thanks