ai model report

Is HuggingFaceH4/zephyr-7b-beta safe to load?

CLEAN risk. 3 of 36 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 8 pickle-format file(s); a consumer passing use_safetensors=False takes the pickle path.

2 more findings on this model.

Author: HuggingFaceH4
Task: text-generation
Loader: transformers
License: mit
Downloads: 86,411
Remote code: not required

// dependencies

7 direct, 4 with findings, 30 reachable

Package	Evidence	Advisories	Worst
transformers	direct, runtime	24	none pinned
torch	direct, inferred	12	none pinned
numpy	direct, install	8	hidden
huggingface-hub	direct, install	0	hidden
safetensors	direct, install	0	hidden
tokenizers	direct, install	0	hidden
annotated-doc	direct, install	0	hidden
anyio	direct, install	0	hidden

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Risk computed 2026-10-03 at 23:44 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.