Aim

Aim

An easy-to-use & supercharged open-source AI metadata tracker

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Aim is an open-source, self-hosted AI Metadata tracking tool designed to handle 100,000s of tracked metadata sequences. Two most famous AI metadata applications are: experiment tracking and prompt engineering. Aim provides a performant and beautiful UI for exploring and comparing training runs, prompt sessions.

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Features

Advantages

  • Compare runs easily to build models faster
  • Group and aggregate 100s of metrics
  • Analyze and learn correlations
  • Query with easy pythonic search
  • Deep dive into details of each run for easy debugging

Disadvantages

  • May require some technical expertise to set up and use
  • Can be resource-intensive for large datasets
  • May not be suitable for all AI use cases

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