ai model report

Is unsloth/FLUX.2-klein-4B-FP8 safe to load?

CLEAN risk. 3 of 33 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

View on HuggingFace

// posture
advisories 100provenance 100resolution 100xyz safety 100load safety 60supply chain 100scanner trust 55code execution 100
fig. 01 — posture on eight axes, 100 is clean. Weakest: scanner trust at 55.
// the finding
not scoredno advisory applies to a version this model pinsCLEAN

LOWShips safetensors plus 2 pickle checkpoint(s) for other tooling (FLUX.2-klein-4B-FP8.pt, FLUX.2-klein-4B-INT8.pt); from_pretrained never loads these, even with use_safetensors=False, but code that torch.load()s them directly (a reference implementation, a training script) executes pickle.

1 more finding on this model.

Author
unsloth
Task
image-to-image
Loader
diffusion-single-file
License
apache-2.0
Downloads
71,593
Remote code
not required
// dependencies

4 direct, 3 with findings, 29 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, inferred24none pinned
torchdirect, inferred12none pinned
Create a free accountto see all 33 dependencies, which versions are pinned, and what to change.

Risk computed 2026-10-23 at 18:44 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.