ManPla/angular-separation-vit-results

angular-separation-vit — results

CSV data backing every table and figure in "The dominant direction of $W_O$ is not identifiable: gauge orbit, zero certified radius, and consequences for pruning" (ES: "La dirección dominante de $W_O$ no es identificable: órbita de gauge, radio certificado nulo y consecuencias para la poda").

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; column d(R), E0)	logs/fase_G/gauge_flip.csv, logs/fase_G/gauge_dR.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; null of 100 draws, E1)	logs/poda_criterio/poda_criterio.csv, logs/poda_criterio/poda_nulo_100.csv, logs/poda_criterio/poda_nulo_resumen.csv
tab:identidad (head identity across probe halves, E2)	logs/identidad_mitades/identidad.csv, logs/identidad_mitades/resumen.csv
tab:gauge, curve of decision instability vs. gauge strength (B1)	logs/curva_inestabilidad/curva_inestabilidad.csv, logs/curva_inestabilidad/curva_inestabilidad_resumen.csv
lem:radio, probe-size curve of the signature (B2)	logs/curva_sonda/curva_sonda.csv, logs/curva_sonda/curva_sonda_cabezas.csv, logs/curva_sonda/curva_sonda_resumen.csv
lem:balance, lem:radio (balanced point, signature radius, half-probe swap)	logs/radio_firma/punto_balanceado.csv, logs/radio_firma/radio_firma.csv, logs/radio_firma/diag_recambio.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.

How to cite

Cite the code repository (this dataset's own DOI, 10.57967/hf/9743, identifies this specific CSV collection if you need to reference it directly):

@software{munozpla2026dominantdirection,
  author  = {Muñoz Plá, Manuel},
  title   = {The dominant direction of W_O is not identifiable: gauge
             orbit, zero certified radius, and consequences for pruning},
  year    = {2026},
  version = {v7.0},
  doi     = {10.5281/zenodo.21630534},
  url     = {https://github.com/mmunozpl/angular-separation-vit}
}

License

Apache-2.0, matching the code repository.