ai model report

Is dbdmg/wav2vec2-xls-r-300m-italian safe to load?

CyberXYZ rates dbdmg/wav2vec2-xls-r-300m-italian LOW, driven by pulls num2words unpinned; it had malicious releases that the registry no longer serves. It depends on 271 tracked packages, and 8 carry advisories, 1 historically exposed. It does not require trust_remote_code. A mixed serialization signal is recorded for it; the model_load_safety tool gives the per-file verdict.

View on HuggingFace

// posture
advisories 100provenance 75resolution 100xyz safety 50load safety 60supply chain 70scanner trust 100code execution 70
fig. 01 — posture on eight axes, 100 is clean. Weakest: xyz safety at 50.
// the finding
5.0xyz score out of 10LOW

LOW1 dependency(ies) install straight from a VCS URL (resolves to whatever HEAD is at install time).

3 more findings on this model.

Author
dbdmg
Task
automatic-speech-recognition
Loader
transformers
License
apache-2.0
Downloads
191,282
Remote code
not required
// dependencies

40 direct, 19 with findings, 243 reachable, 1 historically exposed

PackageEvidenceAdvisoriesWorst
num2wordshistorically exposeddirect, install1CRITICALpast releases
transformersdirect, install24none pinned
Create a free accountto see all 271 dependencies, which versions are pinned, and what to change.
// questions
Is dbdmg/wav2vec2-xls-r-300m-italian safe to load?

CyberXYZ does not call a model safe in absolute terms. It rates dbdmg/wav2vec2-xls-r-300m-italian LOW, driven by pulls num2words unpinned; it had malicious releases that the registry no longer serves. 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 dbdmg/wav2vec2-xls-r-300m-italian depend on?

CyberXYZ tracks 271 dependencies for dbdmg/wav2vec2-xls-r-300m-italian, 40 of them direct. 8 carry advisories, 1 historically exposed. They include num2words and transformers. A free account lists all of them.

Does dbdmg/wav2vec2-xls-r-300m-italian run code when it loads?

HuggingFace does not mark dbdmg/wav2vec2-xls-r-300m-italian 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 dbdmg/wav2vec2-xls-r-300m-italian before loading it?

Run the xyz MCP tool model_load_safety on dbdmg/wav2vec2-xls-r-300m-italian to get a verdict on its weight files before you load them, or search it in CyberXYZ Check at https://cyberxyz.io/check?q=dbdmg%2Fwav2vec2-xls-r-300m-italian.


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