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Machine Learning
Dive into the world of machine learning on the Databricks platform. Explore discussions on algorithms, model training, deployment, and more. Connect with ML enthusiasts and experts.
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Forum Posts

ben_ai
by New Contributor II
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Image Annotation

What is Image Annotation?What are the Steps of Image Annotation?What are the Different Techniques of Image Annotation?Types Used in Image AnnotationHow are Companies Handling Image Annotation?Features to Look for in Image Annotation Service Providers...

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ThiamLee
New Contributor III
  • 2 kudos

Great overview of image annotation! The sections on different techniques, real-world use cases, and pricing factors are especially helpful for anyone getting started with AI/ML. Looking forward to exploring the future trends in image annotation! 

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KyraHinnegan
by New Contributor II
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Resolved! Which types of model serving endpoints have health metrics available?

I am retrieving a list of model serving endpoints for my workspace via this API: https://docs.databricks.com/api/workspace/servingendpoints/listAnd then going to retrieve health metrics for each one with: https://[DATABRICKS_HOST]/api/2.0/serving-end...

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johandoc
New Contributor II
  • 1 kudos

Your observation is correct—this behavior is expected.Endpoints with entity_type = FOUNDATION_MODEL_API do not expose health metrics via the /metrics endpoint, which is why you’re getting 404 responses. These endpoints are fully managed, multi-tenant...

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mohnishbhagde
by New Contributor III
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PERMISSION_DENIED: Endpoint databricks-claude-3-7-sonnet is not allowed

I am working on a use case in my personal Databricks account - AgenticDataPipeline. I am getting below error when using  Anthropic Claude 3.7 Sonnet AI model15:52:56.267 | ERROR | [Pipeline] Task failed: ACCOUNT DATA NORMALIZATION: ops_bronze.account...

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mohnishbhagde
New Contributor III
  • 1 kudos

I don’t have a working solution as of now. Trying other options but the models are not working.

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DaPo
by New Contributor III
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Model Serving Endpoint: Cuda-OOM for Custom Model

Hello all,I am tasked to evaluate a new LLM  for some use-cases. In particular, I need to build a POC for a chat bot based on that model. To that end, I want to create a custom Serving Endpoint for an LLM pulled from huggingfaces. The model itself is...

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sarahbhord
Databricks Employee
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Here are some suggestions:  1. Update coda.yaml. Replace the current config with this optimized version:  channels: - conda-forge dependencies: - python=3.10 # 3.12 may cause compatibility issues - pip - pip: - mlflow==2.21.3 - torch...

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