Manufactured Rank Is a Spectator: A Causal Test of Nonlinear Low-Rank Adapters in Task Adaptation — data artifact
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下载链接:
https://zenodo.org/doi/10.5281/zenodo.20887092
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资源简介:
Slim, reusable data artifact for the paper "Manufactured Rank Is a Spectator: A Causal Test of Nonlinear Low-Rank Adapters in Task Adaptation."
Contents (CSV + JSON; see ARTIFACT_README.md):rca_eta.csv / rca_interventions.json — per-checkpoint retained-gain fraction (eta) and raw scores for the Rank-Content Ablation interventions (truncate-to-nominal-rank, matched-energy random removal, tail-only, tail-spectrum placebo).
mora_rca_control.json — RCA positive control on MoRA (genuine linear high rank).
memorize_runs.csv / memorize_results.json — the rank-demanding memorization sweep: recall, stable/numerical rank, and fold depth |omega*BA| across frequency.
runs.csv — per-run training scores with stable/entropy-rank summaries across the GLUE (DeBERTaV3-base) and commonsense (Llama-3.2-1B QLoRA) tiers.
Code and the full regeneration pipeline: https://github.com/captainpete/rank-content-ablation
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Zenodo创建时间:
2026-06-26



