ai model report

Is ATH-MaaS/Ovis-Omni-Embedding-3B safe to load?

CyberXYZ rates ATH-MaaS/Ovis-Omni-Embedding-3B LOW. No version-matched advisories and no malicious packages. It depends on 116 tracked packages, and 5 carry advisories. It does not require trust_remote_code.

View on HuggingFace

// posture
advisories 100provenance 45resolution 100xyz safety 100load safety 100supply chain 100scanner trust 100code execution 70
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.

2 more findings on this model.

Author
ATH-MaaS
Task
feature-extraction
Loader
transformers
License
apache-2.0
Downloads
609
Remote code
not required
// dependencies

13 direct, 8 with findings, 108 reachable

PackageEvidenceAdvisoriesWorst
transformersdirect, runtime24none pinned
torchdirect, runtime13none pinned
Create a free accountto see all 116 dependencies, which versions are pinned, and what to change.
// questions
Is ATH-MaaS/Ovis-Omni-Embedding-3B safe to load?

CyberXYZ does not call a model safe in absolute terms. It rates ATH-MaaS/Ovis-Omni-Embedding-3B 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 ATH-MaaS/Ovis-Omni-Embedding-3B depend on?

CyberXYZ tracks 116 dependencies for ATH-MaaS/Ovis-Omni-Embedding-3B, 13 of them direct. 5 carry advisories. They include transformers and torch. A free account lists all of them.

Does ATH-MaaS/Ovis-Omni-Embedding-3B run code when it loads?

HuggingFace does not mark ATH-MaaS/Ovis-Omni-Embedding-3B 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 ATH-MaaS/Ovis-Omni-Embedding-3B before loading it?

Run the xyz MCP tool model_load_safety on ATH-MaaS/Ovis-Omni-Embedding-3B to get a verdict on its weight files before you load them, or search it in CyberXYZ Check at https://cyberxyz.io/check?q=ATH-MaaS%2FOvis-Omni-Embedding-3B.


Risk computed 2026-11-14 at 14:43 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.