- 2205 Views
- 1 replies
- 1 kudos
ML Model
What's the best option to store your trained ML models
- 2205 Views
- 1 replies
- 1 kudos
- 1 kudos
Depending on how many you have, different solutions may be appropriate - and conveniently, you can use MLflow as a front end for most of these if you're working in Python. If you're working on personal projects, a local MLflow instance might be the r...
- 1 kudos
- 2572 Views
- 2 replies
- 0 kudos
Can view Model Registry using a Service Principal, but cannot load the model for inference.
I have a Service Principal (for M2M auth) with read access to a Databricks Model Registry. I can successfully search the registry (via the `WorkspaceClient`) and find the model that I want to load using (Python) APIs, but I cannot load the model for ...
- 2572 Views
- 2 replies
- 0 kudos
- 0 kudos
Hello @JC3, Thank you for posting your question in the Databricks community. Is it possible to share with us the minimum reproducible code?
- 0 kudos
- 3554 Views
- 2 replies
- 0 kudos
Download model artifact with HTTP
Hi, I want to pass a link for Kserve to download a model registered in Mlflow, which uses an HTTP request method to do that (it can be downloaded directly from GitHub or HuggingFace). Will setting up an artifact store in S3 or other public storage se...
- 3554 Views
- 2 replies
- 0 kudos
- 0 kudos
Hi @leolmz, You can refer to the doc for downloading the model artifacts
- 0 kudos
- 3971 Views
- 1 replies
- 0 kudos
EasyOcr Endpoint not accepting inputs
Hi all! I am trying to create an endpoint for Easy OCR. I was able to create the experiment using a wrapper class with the code below: # import libraries import mlflow import mlflow.pyfunc import cloudpickle import cv2 import re import easyocr impo...
- 3971 Views
- 1 replies
- 0 kudos
- 0 kudos
Hi @John22, Thank you for posting your question on the Databricks community. First, are you able to infer the output within the notebook itself? Which cloud are you on AWS or Azure?
- 0 kudos
- 1378 Views
- 0 replies
- 0 kudos
AutoML models not completing
Hello, Whilst using a cluster set-up running 14.3 LTS ML, 2-10 workers, worker and driver type of r5d.xlarge I am having issues creating a regression model on 700k rows and 80 factors (no high cardinality in any factor shown).The first phase of the e...
- 1378 Views
- 0 replies
- 0 kudos
- 3904 Views
- 1 replies
- 0 kudos
DBRX - Serving endpoint failed - update timed out.
Hi,https://notebooks.databricks.com/demos/llm-rag-chatbot/index.htmlFollowing this tutorial I'm trying to serve an endpoint with DBRX model connected to my data in Vector Db.Without any problem I can log my model in Databricks with MLFlow and call th...
- 3904 Views
- 1 replies
- 0 kudos
- 6693 Views
- 1 replies
- 0 kudos
mlops-stacks workflow testing vs staging
I'm a newbie to MLOps and abit confused about the use and the implementation of staging and testing environment in the mlops-stack template. as far as I understand the staging environment is where we run the integration test. But in the ci-cd pipelin...
- 6693 Views
- 1 replies
- 0 kudos
- 0 kudos
@MohsenJOfficial Site wrote:I'm a newbie to MLOps and abit confused about the use and the implementation of staging and testing environment in the mlops-stack template. as far as I understand the staging environment is where we run the integration te...
- 0 kudos
- 11374 Views
- 5 replies
- 5 kudos
DLT with unity catalog and ML
We are currently using DLT with unity catalog. DLT tables are created as materialized views in a schema inside a catalog. When we try to access these materialized view using a ML runtime (ex. 13.0 ML) cluster, it says, that we must use Single User se...
- 11374 Views
- 5 replies
- 5 kudos
- 5 kudos
No updates as far as I am aware.You could make the workflow copying the data smart though and try to only do incremental updates, seems like a lot of effort though.
- 5 kudos
- 1837 Views
- 0 replies
- 0 kudos
Conditional email notification based on if statement - dbutils
Is it possible to trigger an email notification based on a conditional statement in Python without exiting the process?Specifically, I have a robustness check in my prediction pipeline that performs simple imputation when encountering missing data. T...
- 1837 Views
- 0 replies
- 0 kudos
- 9782 Views
- 4 replies
- 2 kudos
Best practice for model promotion so that models are not removed from previous stage
Hi,Using Model Registry to promote models is great. However, I am facing an issue, where multiple Databricks workspaces (SIT / UAT / Prod) use a model at various stages (Staging for SIT and UAT, Production for Prod workspace).We have a workflow runni...
- 9782 Views
- 4 replies
- 2 kudos
- 3395 Views
- 1 replies
- 2 kudos
Promote registered UC models using CLI
Hi,I am currently transitioning some of our MLops workflows to use models registered in Unity Catalog (UC) instead of the "normal" model registry. I am trying to follow the instructions on https://docs.gcp.databricks.com/en/machine-learning/manage-mo...
- 3395 Views
- 1 replies
- 2 kudos
- 2 kudos
@victorNilsson wrote:Hi,I am currently transitioning some of our MLops workflows to use models registered in Unity Catalog (UC) instead of the "normal" model registry. I am trying to follow the instructions on https://docs.gcp.databricks.com/en/machi...
- 2 kudos
- 9405 Views
- 2 replies
- 0 kudos
Lab for generative-ai-engineering-with-databricks.dbc doesn't work
It keeps on failing with this error:HTTPError: 503 Server Error: Service Unavailable for url: https://community.cloud.databricks.com/api/2.0/feature-store/feature-tables/search?max_results=200 Response from server: { 'error_code': 'TEMPORARILY_UNAVAI...
- 9405 Views
- 2 replies
- 0 kudos
- 0 kudos
Any update with this issue?@abhi-verma have you received some support?
- 0 kudos
- 2200 Views
- 0 replies
- 2 kudos
Customizing class imbalance handling in databricks.automl
Hi Databricks! I'd like to make a feature request for end users to be able to customize class imbalance behavior in `databricks.automl`, specifically `databricks.automl.classify`. This public documentation describes the default procedure, but my team...
- 2200 Views
- 0 replies
- 2 kudos
- 4504 Views
- 1 replies
- 0 kudos
Bug: MLflow connection fails after 2d
Hi there, After exactly 2d of training, the following error is raised after an API call to MLflow: ValueError: Enum ErrorCode has no value defined for name '403' --------------------------------------------------------------------------- ValueError ...
- 4504 Views
- 1 replies
- 0 kudos
- 0 kudos
Hello @Alex42 !The error message indicates that access is forbidden due to an expired access token. This occurs when a notebook or job runs for an extended period, exceeding the default 48-hour threshold set for security reasons. The Databricks acces...
- 0 kudos
- 4146 Views
- 2 replies
- 0 kudos
Deploy ML
How deploy a model using community account version?
- 4146 Views
- 2 replies
- 0 kudos
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From your workspace page are you able to see the option to create Models?
- 0 kudos
