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PreprintCC BY 4.0Zenodo

NTK regime check: one CKA drift test before portrait fine-tuning

  • Ella Sullivan
Open at sourcePDFDOICite

Abstract

Run a CKA drift test before portrait fine-tuning: a score of 0.95 or higher confirms the NTK regime, so you can freeze features and retrain only the head.

Independent technical note mirroring the canonical version: https://kahma.io/blog/ntk-regime-check-one-cka-drift-test-before-portrait-fine-tuning.php

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Cite

BibTeXRIS
BibTeX
@misc{sullivan2026regime,
  title = {{NTK regime check: one CKA drift test before portrait fine-tuning}},
  author = {Ella Sullivan},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23525661},
  url = {https://zenodo.org/records/23525661},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - NTK regime check: one CKA drift test before portrait fine-tuning
AU  - Ella Sullivan
PY  - 2026
DA  - 2026/10/20
PB  - Zenodo
DO  - 10.5281/zenodo.23525661
UR  - https://zenodo.org/records/23525661
AB  - Run a CKA drift test before portrait fine-tuning: a score of 0.95 or higher confirms the NTK regime, so you can freeze features and retrain only the head.  Independent technical note mirroring the canonical version: https://kahma.io/blog/ntk-regime-check-one-cka-drift-test-before-portrait-fine-tuning.php
ER  -