angular-separation-vit — results
CSV data backing every table and figure in "Dos modelos idénticos, dos podas distintas: la dirección dominante de $W_O$ bajo intervención libre, suave y dura" ("Same function, different pruning: the dominant direction of $W_O$ under free, soft, and hard intervention").
The dataset viewer is disabled on purpose: this repository is a collection of heterogeneous CSV logs (one schema per experiment), meant for direct download. See the table/figure map below for which file backs which result.
Code: https://github.com/mmunozpl/angular-separation-vit
Reproduction checkpoints: https://huggingface.co/ManPla/angular-separation-vit-checkpoints
Paper (both languages): paper/angular_separation_paper.pdf
(English, canonical for citation) /
paper/separacion_angular_paper.pdf
(Spanish original).
Table/figure → file map
| Paper item | File(s) |
|---|---|
| tab:gauge (gauge-flip invariance, H2) | logs/fase_G/gauge_flip.csv |
| tab:residuo (computed/static residue) | logs/fase_0/computado_estatico.csv |
| tab:inversion, fig:inversion (Q·K relocation) | tables/dissociation_D/by_layer.csv |
| tab:arch (cross-architecture contrast) | logs/fase_G/gauge_flip.csv, logs/fase_0/computado_estatico.csv, tables/dissociation_D/by_layer.csv |
| tab:divattn (angular regularizer ablation, ViT-B) | logs/vitb_clean/attnA_{base,blanda,dura}_seed{42..46}/run.csv |
| ViT-L cost/inertia readings (§6.2) | logs/vitl_clean/attnA_{base,blanda,dura}_seed{42..44}/run.csv |
| tab:decision (decision instability under gauge, vision) | logs/decision_rota/decision_rota.csv |
| tab:decision (decision instability under gauge, language, Pythia-410M) | logs/decision_rota/decision_rota_lm.csv |
| tab:poda (pruning by similarity vs. random) | logs/poda_criterio/poda_criterio.csv |
| app:orbita (certified gauge orbit) | logs/orbita_gauge/orbita_gauge.csv, logs/orbita_gauge/certificado_simultaneo.csv |
Per-run auxiliary CSVs (layerwise.csv, entropy.csv,
head_norms.csv under each attnA_* directory) are diagnostic detail
behind run.csv, not cited individually. tables/ablation_A.csv is
a raw last-epoch extraction kept for completeness; the paper's prose
numbers use the ce>0 window instead (see sec:setup).
archive/
archive/logs/codes.csv: spherical-code validation (kissing-number
lower bounds) and prototype-detection artifacts from analyses
retired before the current paper (v5.3 surgery dropped the
Riesz-energy/spherical-codes apparatus and the earlier detection
contribution entirely). Kept for provenance, not cited by any table
or figure above. See archive/README.md.
License
Apache-2.0, matching the code repository.
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