Setloop/What-Gradients-Add-to-Text-Leakage-in-Split-Language-Models-Counted-per-Token-and-per-Document

Paper A: reproduction and peer-review release

This dataset contains the final paper, the evidence used for its three experiments, and the historical material explicitly discussed in the paper.

Final paper

The current branch includes the 2 October 2026 punctuation revision of the 26-page manuscript. Its scientific content and experimental evidence are unchanged. Tag v1.0 retains the frozen release and its original manuscript; the updated PDF and source package are on main.

• manuscript-20260929/what-gradients-add-to-text-leakage-in-split-language-models.pdf: final PDF.
• manuscript-20260929/what-gradients-add-to-text-leakage-in-split-language-models-arxiv-source.zip: arXiv-ready source.
• manuscript-20260929/figures/: final figures.
• manuscript-20260929/code/: scripts used to analyse and draw the paper results.

Experimental evidence

• Main GPT-2 experiment: v3-campaign/, binary-tier/, corpora/, protocols/, and code/.
• Original P6 pilot: p6-grid-v1/. The final paper excludes this pilot from its primary results but retains it for auditability.
• Corrected GPT-2 partial-offloading experiment: gpt2-partial-offloading/reproduction-package/ and gpt2-partial-offloading/raw-evidence/.
• Qwen3 partial-offloading replication: qwen3-partial-offloading-replication/evidence/.
• Historical audit cited by the paper: audit-20260917/ and MANIFEST-AUDIT-20260917.sha256.

INDEX.md maps claims to artifacts. REPRODUCE.md gives download, verification, and reproduction instructions. MANIFEST.sha256 covers every retained file on the current branch except .gitattributes and the manifest itself. Frozen evidence tiers also retain their original internal manifests.

Superseded manuscript copies and obsolete status documents have been removed from the current branch. They remain recoverable from repository history.