ai model report

Is lightonai/GTE-ModernColBERT-v1 safe to load?

CLEAN risk. 1 of 71 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: provenance at 75.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

INFOconfig.json was authored against transformers 4.48.2, which has known advisories. Consumers normally install a current version — this only bites if you pin for reproducibility.

Author: lightonai
Task: sentence-similarity
Loader: PyLate
License: apache-2.0
Downloads: 27,361
Remote code: not required

// dependencies

2 direct, 1 with findings, 69 reachable

Package	Evidence	Advisories	Worst
transformers	direct, authored	14	none pinned
pylate	direct, runtime	0	none pinned
accelerate	direct, install	0	hidden
annotated-doc	direct, install	0	hidden
anyio	direct, install	0	hidden
click	direct, install	0	hidden
cloudpickle	direct, install	0	hidden
colorama	direct, install	0	hidden

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// what changed

MEDIUMvector new2026-09-10
MEDIUMrisk level raised (unknown to medium)2026-09-10

Risk computed 2026-11-06 at 21:59 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.