ai model report

Is inclusionAI/Realtime-Venus safe to load?

CLEAN risk. 7 of 133 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

View on HuggingFace

// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: load safety at 60.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

LOWShips both safetensors and 4 pickle-format file(s); a consumer passing use_safetensors=False takes the pickle path.

1 more finding on this model.

Author: inclusionAI
Task: any-to-any
Loader: transformers
License: apache-2.0
Downloads: 81
Remote code: not required

// dependencies

47 direct, 35 with findings, 120 reachable

Package	Evidence	Advisories	Worst
pillow	direct, runtime	71	none pinned
transformers	direct, runtime	23	none pinned
torch	direct, install	13	hidden
numpy	direct, install	8	hidden
pyyaml	direct, install	4	hidden
tqdm	direct, install	2	hidden
flash-attn	direct, install	1	hidden
huggingface-hub	direct, install	0	hidden

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Risk computed 2026-09-25 at 20:52 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.