ai model report

Is empero-ai/Qwen3.8-4B-Distill-GGUF safe to load?

MEDIUM risk. 3 of 7 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 70supply chain 100scanner trust 100code execution 100
fig. 01 — posture on eight axes, 100 is clean. Weakest: load safety at 70.
// the finding
0.0xyz score out of 10MEDIUM

MEDIUM1 confirmed finding(s) in the transitive closure; declared dependencies alone rate CLEAN

1 more finding on this model.

Author
empero-ai
Task
text-generation
Loader
gguf
License
apache-2.0
Downloads
771,434
Remote code
not required
// dependencies

2 direct, 2 with findings, 5 reachable

PackageEvidenceAdvisoriesWorst
diskcachetransitive, transitive1MEDIUM
numpydirect, inferred8none pinned
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Risk computed 2026-09-22 at 19:46 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 empero-ai/Qwen3.8-4B-Distill-GGUF safe to load? AI model security report | CyberXYZ