- 2699 Views
- 1 replies
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Model Serving via Unity Catalog
Hi everyone! Has anyone successfully deployed a model saved on Unity Catalog to Model Serving? I get:Event Log: Served model creation failed for served model 'model', config version 15. Error message: Container creation failed. Please see build logs ...
- 2699 Views
- 1 replies
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We are facing the same issue.
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- 5649 Views
- 3 replies
- 5 kudos
Resolved! Access denied error to S3 bucket while running Kinesis spark streaming.
I get this below error while trying to simulate kinesis streams as mentioned in Databricks documentation at https://docs.databricks.com/getting-started/streaming.htmlError:java.nio.file.AccessDeniedException:Amazon S3; Status Code: 403; Error Code: A...
- 5649 Views
- 3 replies
- 5 kudos
- 5 kudos
If you do spark.sparkContext._jsc.hadoopConfiguration().set("fs.s3a.access.key", AWS_ACCESS_KEY_ID) + secret with any other secret that has less access than your default one this sometimes happens, so running those commands but with your normal secre...
- 5 kudos
- 2017 Views
- 1 replies
- 1 kudos
DLT UC for ML use cases
Hi Team,we have use case to run ML use case using DLT UC, we are facing library issues Error: INVALID ARGUMENT: no module named ‘importlib_metadata’we installed them manually by passing import in notebooks, but we have lot of missing libraries and we...
- 2017 Views
- 1 replies
- 1 kudos
- 1 kudos
@Retired_mod do we have any support of shared cluster for ML in near roadmap please
- 1 kudos
- 1118 Views
- 1 replies
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Unable to create an endpoint serving for transformer model (hugginface)
Hello I am trying to create a text classification model based on this blog https://www.databricks.com/blog/rapid-nlp-development-databricks-delta-and-transformers and the notebook accelerator. I just changed the model to take a french bert but i cann...
- 1118 Views
- 1 replies
- 0 kudos
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Hello Anasse, the LLM landscape has changed drastically since that blog was released in mid-2022. We have new, updated guidance which you can find here (make sure you check out the Next Steps section for the RAG Demo link as well). Additionally, if y...
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- 2023 Views
- 1 replies
- 0 kudos
Custom deployment of LLM model in Databricks
Can we deploy our own Custom LLM model in Databricks? If anyone has any material or link, please share with me.
- 2023 Views
- 1 replies
- 0 kudos
- 1252 Views
- 0 replies
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Save ML model in the registry fails
Using `mlflow.pyfunc.log_model` to save a model in the model registry fails with the following error: `PicklingError: Can't pickle <built-in function input>: it's not the same object as builtins.input`I've reproduced it locally and got to the conclus...
- 1252 Views
- 0 replies
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- 2108 Views
- 0 replies
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serving-endpoints: setting non secret environment variables
I want to set environment variables for serving-endpoints that are not being read as secrets by using the DB API. As an example I want to set the OPENAI_API_BASE for a LangChain model. Is this possible?
- 2108 Views
- 0 replies
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- 2415 Views
- 3 replies
- 2 kudos
Databricks Observability - Sample / Pre-defined queries / notebooks for capturing the needed metrics from the Overwatch data model.
We are exploring Overwatch for data bricks environment monitoring. While we understand that different types of metrics (Audit and cluster) can be fetched from the overwatch data model at an high level. Are there any pre-defined queries / jump start n...
- 2415 Views
- 3 replies
- 2 kudos
- 2 kudos
Overwatch has 44+ prebuilt Dashboards you can get started just ask for it in https://github.com/databrickslabs/overwatch as an user question you will get an response.
- 2 kudos
- 1562 Views
- 0 replies
- 0 kudos
ML Flow until January 24
Hi! When i was creating a new endpoint a have this alert CREATE A MODEL SERVING ENDPOINT TO SERVE YOUR MODEL BEHIND A REST API INTERFACE. YOU CAN STILL USE LEGACY ML FLOW MODEL SERVING UNTIL JANUARY 2024 I don't understand if my Legacy MLFlow Model ...
- 1562 Views
- 0 replies
- 0 kudos
- 1522 Views
- 1 replies
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how to use databricks foundation models outside databricks environment?
i want to use below code outside databricks environment without using cluster .getting issue while i am using chat_model.predict().how to authenticate this outside databricks or any other way to this? # Test Databricks Foundation LLM modelfrom langc...
- 1522 Views
- 1 replies
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Are you perhaps talking about Model Serving ?https://docs.databricks.com/en/machine-learning/model-serving/index.html#requirementsThis is how you configure it https://docs.databricks.com/en/machine-learning/model-serving/create-manage-serving-endpoin...
- 0 kudos
- 2360 Views
- 1 replies
- 0 kudos
MLFlow Output Signature
I want to define the output of a MLFlow model to include a dictionary of string to float. I did this, but it doesn't work. Do you know if it's possible at all? from mlflow.types.schema import Schema, ColSpec output_schema = Schema([ ColSpec("diction...
- 2360 Views
- 1 replies
- 0 kudos
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Solved with the json module that converts the dict into string, thanks! import jsonjson.dumps(...)
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- 1855 Views
- 0 replies
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Querying databricks vector search index outside databricks environment
I want to query my created vector search index from outside of databricks environment . Is there any way to do it?
- 1855 Views
- 0 replies
- 0 kudos
- 8150 Views
- 1 replies
- 1 kudos
Resolved! Vector Search Indexes do not create
Hello,Am trying to create a Vector Search Index but never completes, stuck on "Provisioning pipeline compute". I am using Databricks on AWS Sydney.Looks like the DLT pipeline is failing and retrying and fails on "WAITING_FOR_RESOURCES."Has anyone ha...
- 8150 Views
- 1 replies
- 1 kudos
- 1 kudos
Ok, this is closed with the assistance of Gurpreet. My UC Metastore didn't have an S3 bucket associated which it turned out was required for the vector search index. Adding the S3 bucket to the Metastore and re-running the pipeline resolved.Thanks!
- 1 kudos
- 895 Views
- 0 replies
- 0 kudos
Streaming inference with Delta Live Tables for a model registered in Unity Catalog
Hi there, I'm trying to run a streaming inference with Delta Live Tables with tables and a model registered in Unity Catalog, but it fails for unclear reasons. The DLT pipeline is based on a notebook, the channel is set to 'Preview', presumably runni...
- 895 Views
- 0 replies
- 0 kudos
- 2072 Views
- 1 replies
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Resolved! Visualizations not displaying
With a copy of notebook https://github.com/JohnSnowLabs/spark-nlp-workshop/blob/master/open-source-nlp/03.0.SparkNLP_Pretrained_Models.ipynb imported into Databricks, there's a lovely visualization created by the cell that you can locate by searching...
- 2072 Views
- 1 replies
- 0 kudos
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Here's a solution: use a parameter (here, `return_html = True`) to get an HTML object back, and then call `displayHTML` to actually display the object.from sparknlp_display import NerVisualizer visualiser = NerVisualizer() for i in text_list: ...
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