ai model report

Is melcheikh/gemma-4-31B-it-qat-NVFP4-Blackwell safe to load?

LOW risk. 1 of 1 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

View on HuggingFace

// posture
advisories 100provenance 45resolution 80xyz safety 100load safety 100supply chain 100scanner trust 100code execution 100
fig. 01 — posture on eight axes, 100 is clean. Weakest: provenance at 45.
// the finding
not scoredno advisory applies to a version this model pinsLOW

LOWThe repo's commit SHA changed since we first saw it — weights were replaced.

1 more finding on this model.

Author
melcheikh
Task
text-generation
License
apache-2.0
Downloads
94,994
Remote code
not required
// dependencies

1 direct, 1 with findings

PackageEvidenceAdvisoriesWorst
transformersdirect, authored2none pinned

Risk computed 2026-10-13 at 01:50 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.