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Manufactured Rank Is a Spectator: A Causal Test of Nonlinear Low-Rank Adapters in Task Adaptation — data artifact

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Zenodo2026-06-26 更新2026-06-28 收录
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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
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