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metadata
license: cc-by-nc-4.0
base_model:
  - CohereLabs/tiny-aya-earth
tags:
  - safety
  - red-teaming
  - interpretability
  - abliteration
  - activation-steering
  - lexsi-hackathon

Refusal is not Recognition: repair kit for Tiny Aya

Small artifacts from Refusal is not Recognition (Lexsi AI Safety & Alignment Hackathon, Track 2). These are not full weights. They are the vectors and probes that reproduce the monitors and the recognition-gated repair on top of the official Tiny Aya checkpoints.

File What
directions.pt Earth: SafeTune refusal direction (layer 24), CAST condition vector, layer (16) and threshold
directions_global.pt Global: SafeTune refusal direction (layer 24)
calib.npz layer-16 recognition probe (w, b, raw residual space) and calibration scores per wrapper
repair_meta.json CASTModel repair: steering alpha, plain/mixed gate thresholds, alpha sweep
jlens_earth_100.pt, jlens_earth_300.pt Jacobian lens (anthropics/jacobian-lens) fitted on Earth, on 100 and 300 wikitext prompts

Abliterated weights are deliberately not released; the refusal direction plus SafeTune orthogonalize_weights reproduces them for research.

Code, notebooks and full write-up: https://github.com/saiadith/refusal-vs-recognition