ai model report

Is perplexity-ai/pplx-decider-v1.1-27b safe to load?

CLEAN risk. 10 of 308 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: code execution at 70.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

INFO24 package(s) in the runtime/inferred stack carry advisories. Not counted toward risk — no version is declared, so we can't say which one gets installed.

Author: perplexity-ai
Task: text-classification
Loader: pytorch
License: apache-2.0
Downloads: 599
Remote code: not required

// dependencies

44 direct, 32 with findings, 289 reachable

Package	Evidence	Advisories	Worst
pillow	direct, install	76	none pinned
transformers	direct, install	24	none pinned
torch	direct, install	12	hidden
starlette	direct, install	10	hidden
numpy	direct, install	8	hidden
pydantic	direct, install	2	hidden
uvicorn	direct, install	2	hidden
datasets	direct, install	1	hidden

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Risk computed 2026-10-08 at 18:45 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.