pith. sign in

Integrity report for On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2606.02437 · pith:2026:FGENLQI7QRGB3T3JQ435YW4RMA

0Critical
0Advisory
6Detectors run
2026-06-02Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-02 13:50:18.203073+00:00
external_links completed v1.0.0 · findings 0 · 2026-06-02 11:32:01.153991+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-02 05:50:51.286040+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-02 05:26:04.995232+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-02 03:35:15.967100+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 03:07:35.386458+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/FGENLQI7QRGB3T3JQ435YW4RMA/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.