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  1. Red Hat Enterprise Linux AI
  2. RHELAI-3904

SDG Summit Goals [Use Cases]

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    • Icon: Feature Feature
    • Resolution: Unresolved
    • Icon: Major Major
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    • 0% To Do, 17% In Progress, 83% Done

      Feature Overview (mandatory - Complete while in New status)

      For summit, as dev preview demos, we need to publish blogs/videos for showing the use cases with SDG. 

      Goals (mandatory - Complete while in New status)

      • Show the use case breadth with SDG.
      • Publish artifacts in the form of notebooks, demo videos, blogs that can be used for end customers. 

      Requirements (mandatory -_ Complete while in Refinement status):

       

      Create notebooks to show users how to use following use cases with SDG. 

      • Use Case: SDG for Freeform Skills for Model Training, Demo: Showing how to use synthetic data generation for freeform skills for a real world use case
      • Use Case: SDG for Grounded Skills for Model Training.Many customers (internal and external) have been interested in training models for specific cases where grounded skills are required. We should make notebooks to demonstrate such complex flows for business relevant use cases. Example- https://github.com/Red-Hat-AI-Innovation-Team/sdg_hub/blob/main/examples/instructlab/skills/unstructed_to_structured.ipynb  
      • Use Case: SDG with structured data for Annotation/Text Classification. Demo Notebook: Showing how to use our annotation pipelines for annotating data for a business use case. Synthetic Data Annotation is still the most important use case.  
      • With expanded model support, we now support Llama as a teacher which can support multilingual use cases. Notebook to demonstrate how to generate data for native language document

      Done - Acceptance Criteria (mandatory - Complete while in Refinement status):

      • Blog, notebook or a demo video is available for each use case

      Background and Strategic Fit (Initial completion while in Refinement status):

      • Summit is a good opportunity to position sdg as a tool/hub/framework for use cases other than model customization

              rh-ee-asaluja Aditi Saluja
              rh-ee-asaluja Aditi Saluja
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