ai model report

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

CyberXYZ rates ConwayResearch/Underdog-Bark-3.0 LOW. No version-matched advisories and no malicious packages. It depends on 124 tracked packages, and 4 carry advisories. It does not require trust_remote_code.

View on HuggingFace

// posture
advisories 100provenance 70resolution 100xyz safety 100load safety 20supply chain 100scanner trust 100code execution 70
fig. 01 — posture on eight axes, 100 is clean. Weakest: load safety at 20.
// 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
388
Remote code
not required
// dependencies

28 direct, 12 with findings, 112 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, runtime24none pinned
torchdirect, runtime13none pinned
Create a free accountto see all 124 dependencies, which versions are pinned, and what to change.
// questions
Is ConwayResearch/Underdog-Bark-3.0 safe to load?

CyberXYZ does not call a model safe in absolute terms. It rates ConwayResearch/Underdog-Bark-3.0 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 depend on?

CyberXYZ tracks 124 dependencies for ConwayResearch/Underdog-Bark-3.0, 28 of them direct. 4 carry advisories. They include transformers and torch. A free account lists all of them.

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

HuggingFace does not mark ConwayResearch/Underdog-Bark-3.0 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 before loading it?

Run the xyz MCP tool model_load_safety on ConwayResearch/Underdog-Bark-3.0 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.


Risk computed 2026-11-14 at 13:44 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.