ai model report

Is perplexity-ai/pplx-embed-v2-late-0.6b safe to load?

CLEAN risk. 5 of 91 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture
advisories 100provenance 75resolution 100xyz safety 100load safety 100supply chain 100scanner trust 100code execution 100
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 5.3.0, which has known advisories. Consumers normally install a current version — this only bites if you pin for reproducibility.

1 more finding on this model.

Author
perplexity-ai
Task
feature-extraction
Loader
sentence-transformers
License
mit
Downloads
452
Remote code
not required
// dependencies

8 direct, 8 with findings, 86 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, install24none pinned
torchdirect, inferred12none pinned
Create a free accountto see all 91 dependencies, which versions are pinned, and what to change.

Risk computed 2026-10-09 at 23:44 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.

Model risk is computed from the model's declared and observed Python dependencies and the code it ships. If a finding is wrong, tell us.