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massive thank you to @silveroxides for phenomenal work collecting pristine state dicts and related information

MIR (Machine Intelligence Resource)

is a naming standard, a proposed schema for ML work.
In its current incarnation, it looks like this:

mir:model.transformer.clip-l:stable-diffusion-xl-base

mir:[domain].[architecture].[implementation]:[compatibility]

It is formed from a combination the original work from CivitAi AIR-URN project
and the super-resolution registry code from the Spandrel library.

Goals

  • Standard identification scheme for all ML-related development
  • Simplification of code for model-related logistics
  • Rapid retrieval of resources and metadata
  • Efficient and reliable compatability checks
  • Hyperparameter management