Databricks

G-M · 03-26-2024

Will MLflow Experiments be incorporated into Unity Catalog similar to models and feature tables? I feel like this is the final piece missing in a comprehensive Unity Catalog backed MLOps workflow. Currently it seems they can only be stored in a dbfs ...

G-M · 01-15-2024

I am trying to deploy a Vector Search Index using both the UI and the Python VectorSearchClient. In both cases the command is successful but in the Catalog Explorer the newly created index stalls with the status 'Provisioning Index' for hours. Previo...

G-M · 03-07-2024

These versions are working for us:torch==1.13.1transformers==4.35.2accelerate==0.25.0bitsandbytes==0.41.3

G-M · 02-26-2024

@phi_alpacaWe have solved it by providing a conda_env.yaml when we log the model, all we needed was to add cudatoolkit=11.8 to the dependencies.

G-M · 02-20-2024

Hi @phi_alpaca , we are facing exactly the same issue trying to serve a bitsandbytes quantized version of Mixtral-8x7B . Did you have any progress resolving this? The answer from @Kaniz isn't too helpful and seems to be AI-generated...As you say, the...

G-M · 01-17-2024

It is now resolved, but we did not change anything. So it must have been a temporary (48hours) issue with Databricks.

Databricks

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MLflow Experiments in Unity Catalog

Vector Search Index not provisioning

Re: Error at model serving for quantised models using bitsandbytes library

Re: Error at model serving for quantised models using bitsandbytes library

Re: Error at model serving for quantised models using bitsandbytes library

Re: Vector Search Index not provisioning