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Label Studio vs ZenML

Label Studio: Open source tool for labeling data and evaluating AI ZenML: Open source framework for portable ML and AI pipelines

Comparison of Label Studio, ZenML
Label Studio
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ZenML
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CategoryMLOpsMLOps
PricingOpen sourceOpen source
Platforms
  • Web
–
Best for
  • ML engineers
  • Data labeling teams
  • Evaluation teams
  • ML engineers
  • Data teams
  • Platform teams
Highlights
  • Labeling for images, text, audio, time series and documents
  • Human review of agent traces and LLM outputs
  • Collect preferences and rankings for fine-tuning
  • Write ML pipelines in Python that move between environments
  • Import agent traces from Langfuse, LangSmith and Braintrust
  • Read agent code from GitHub to find evaluation gaps
GitHub stars28.6k5.6k
Last update2 days ago2 days ago

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