| --- |
| license: apache-2.0 |
| viewer: false |
| --- |
| |
| # 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`](paper/angular_separation_paper.pdf) |
| (English, canonical for citation) / |
| [`paper/separacion_angular_paper.pdf`](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`. |
|
|
| ## How to cite |
|
|
| Cite the code repository (this dataset's own DOI, |
| [10.57967/hf/9743](https://doi.org/10.57967/hf/9743), identifies this |
| specific CSV collection if you need to reference it directly): |
|
|
| ```bibtex |
| @software{munozpla2026samefunctiondifferentpruning, |
| author = {Muñoz Plá, Manuel}, |
| title = {Same function, different pruning: the dominant direction |
| of W_O under free, soft, and hard intervention}, |
| year = {2026}, |
| version = {v6.0}, |
| doi = {10.5281/zenodo.21630534}, |
| url = {https://github.com/mmunozpl/angular-separation-vit} |
| } |
| ``` |
|
|
| ## License |
|
|
| Apache-2.0, matching the code repository. |
|
|
