ai model report

Is google/gemma-4-12B-it-qat-w4a16-ct safe to load?

CLEAN risk. 3 of 34 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture
advisories 100provenance 100resolution 100xyz safety 100load safety 100supply chain 100scanner trust 100code execution 100
fig. 01 — posture on eight axes, 100 is clean. Weakest: advisories at 100.
// the finding
0.0xyz score out of 10CLEAN

INFO3 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
google
Task
any-to-any
Loader
transformers
License
apache-2.0
Downloads
885,698
Remote code
not required
// dependencies

7 direct, 3 with findings, 28 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, runtime23none pinned
torchdirect, inferred13none pinned
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Risk computed 2026-09-22 at 18:46 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.
Is google/gemma-4-12B-it-qat-w4a16-ct safe to load? AI model security report | CyberXYZ