ai model report

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

CLEAN risk. 5 of 116 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: code execution at 70.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

INFOconfig.json was authored against transformers 5.3.0, which has known advisories. Consumers normally install a current version — this only bites if you pin for reproducibility.

1 more finding on this model.

Author: ATH-MaaS
Task: feature-extraction
Loader: transformers
License: apache-2.0
Downloads: 356
Remote code: not required

// dependencies

13 direct, 8 with findings, 108 reachable

Package	Evidence	Advisories	Worst
transformers	direct, runtime	23	none pinned
torch	direct, runtime	12	none pinned
numpy	direct, install	8	hidden
tqdm	direct, install	2	hidden
deepspeed	direct, install	1	hidden
huggingface-hub	direct, install	0	hidden
safetensors	direct, install	0	hidden
tokenizers	direct, install	0	hidden

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Risk computed 2026-09-30 at 00:49 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.