ai model report

Is ConwayResearch/Underdog-Bark-3.0-Clean safe to load?

CyberXYZ rates ConwayResearch/Underdog-Bark-3.0-Clean LOW. No version-matched advisories and no malicious packages. It depends on 110 tracked packages, and 4 carry advisories. It does not require trust_remote_code.

View on HuggingFace

// posture
advisories 100provenance 70resolution 100xyz safety 100load safety 70supply chain 100scanner trust 100code execution 70
fig. 01 — posture on eight axes, 100 is clean. Weakest: provenance at 70.
// 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
ConwayResearch
Task
automatic-speech-recognition
Loader
transformers
License
cc-by-nc-4.0
Downloads
0
Remote code
not required
// dependencies

17 direct, 8 with findings, 99 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, runtime24none pinned
torchdirect, runtime13none pinned
Create a free accountto see all 110 dependencies, which versions are pinned, and what to change.
// questions
Is ConwayResearch/Underdog-Bark-3.0-Clean safe to load?

CyberXYZ does not call a model safe in absolute terms. It rates ConwayResearch/Underdog-Bark-3.0-Clean LOW. No version-matched advisories and no malicious packages. That covers its dependencies and how it loads, not every file it ships, so treat any check that did not run as unverified and check the exact files before you load them.

What does ConwayResearch/Underdog-Bark-3.0-Clean depend on?

CyberXYZ tracks 110 dependencies for ConwayResearch/Underdog-Bark-3.0-Clean, 17 of them direct. 4 carry advisories. They include transformers and torch. A free account lists all of them.

Does ConwayResearch/Underdog-Bark-3.0-Clean run code when it loads?

HuggingFace does not mark ConwayResearch/Underdog-Bark-3.0-Clean as requiring trust_remote_code. That says nothing about the format of its weight files, which model_load_safety checks per file.

How do I check ConwayResearch/Underdog-Bark-3.0-Clean before loading it?

Run the xyz MCP tool model_load_safety on ConwayResearch/Underdog-Bark-3.0-Clean to get a verdict on its weight files before you load them, or search it in CyberXYZ Check at https://cyberxyz.io/check?q=ConwayResearch%2FUnderdog-Bark-3.0-Clean.


Risk computed 2026-11-14 at 12:45 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.