Fim Python Packages

codefinetuner

Create your own local code autocomplete model, fine-tuned on your custom code repository, for use in editors like VS Code or Neovim.

gimkit

Structured text generation, information extraction, and even more.

nngeometry

{KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch

treadmark

Cross-platform file integrity monitor and install-footprint capture (Linux + Windows). Exports ready-to-review Ansible access-vars profiles for the mcowser_p.declarative_access collection.

vibe-fim

Bounded AI edits via Codestral FIM for UTF-8 source, with byte-preserved surroundings and explicit checks.