ai model report

Is MBZUAI/GeoPixel-7B safe to load?

LOW risk. 5 of 69 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 20.

// the finding

not scoredno advisory applies to a version this model pinsLOW

MEDIUMconfig.json declares `auto_map` — from_pretrained(trust_remote_code=True) executes Python shipped in this repo.

2 more findings on this model.

Author: MBZUAI
License: apache-2.0
Downloads: 74,977
Remote code: ships Python that runs on load (trust_remote_code)

// dependencies

10 direct, 8 with findings, 62 reachable

Package	Evidence	Advisories	Worst
pillow	direct, runtime	76	none pinned
transformers	direct, runtime	24	none pinned
torch	direct, install	12	hidden
numpy	direct, install	8	hidden
sentencepiece	direct, install	1	hidden
matplotlib	direct, install	0	hidden
model	direct, install	0	hidden
annotated-doc	direct, install	0	hidden

Create a free accountto see all 69 dependencies, which versions are pinned, and what to change.

Risk computed 2026-10-12 at 01:52 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.