Covalent: Pythonic Tool to Iterate Quickly on Large ML Models

It is challenging to iterate quickly on large ML models in a local environment.

Advanced computing hardware can help, but it may be expensive if only needed for a subset of the code.

With Covalent, you can:

  • Assign resource-intensive functions to advanced hardware.
  • Test these functions on local servers before deploying them to expensive hardware.

Link to Covalent.

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