ai model report

Is davebulaval/MeaningBERT safe to load?

HIGH risk. 9 of 98 tracked dependencies carry advisories. Driven by gradio 4.2.0 · GHSA-m842-4qm8-7gpq.

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: advisories at 0.

// the finding

7.9xyz score out of 10HIGH

HIGHDeclared install pins version-matched high/critical advisories: gradio 4.2.0

4 more findings on this model.

Author: davebulaval
Task: text-classification
Loader: transformers
Downloads: 12,122
Remote code: not required

// dependencies

13 direct, 10 with findings, 86 reachable

Package	Evidence	Advisories	Worst
gradio	direct, install	42	CRITICAL
pillow	direct, inferred	145	none pinned
transformers	direct, install	24	hidden
torch	direct, install	13	hidden
numpy	direct, install	8	hidden
pydantic	direct, install	2	hidden
uvicorn	direct, install	2	hidden
fastapi	direct, install	1	hidden

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Risk computed 2026-11-06 at 21:01 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.