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Label Studio vs Ray

Label Studio: Open source tool for labeling data and evaluating AI Ray: Open source Python framework for scaling AI and ML workloads

Comparison of Label Studio, Ray
Label Studio
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Ray
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CategoryMLOpsMLOps
PricingOpen sourceOpen sourceApache-2.0 licence
Platforms
  • Web
–
Best for
  • ML engineers
  • Data labeling teams
  • Evaluation teams
  • ML engineers
  • Data platform teams
  • Backend 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
  • Run ordinary Python code across many machines
  • Distributed training for machine learning models
  • Model serving with independent scaling per model
GitHub stars28.6k44.2k
Last update2 days ago2 days ago

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