metadata
language:
- en
massive thank you to @silveroxides for phenomenal work collecting pristine state dicts and related information
MIR (Machine Intelligence Resource)
MIR 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
mir : model . lora . hyper : flux-1
↑ ↑ ↑ ↑ ↑
mir:[domain].[architecture].[implementation]:[compatibility]
The solution is provided as a remedy to patch the fractionalization of modelspec standards between development houses (such as models released independently or indifferently to HF.CO ) and to archive metadata which would otherwise remain incomplete.
This work was inspired by the CivitAi AIR-URN project
and by 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
- Organized hyperparameter management