You know the one. It contains final_model.pkl , final_model_v2.pkl , final_model_v2_real.pkl , and the dreaded final_model_v2_FINAL_USE_THIS.pkl . For years, we told ourselves that Git LFS was the solution. We told ourselves that naming conventions were enough. We were wrong.