ai model report

Is ZhengPeng7/BiRefNet_lite safe to load?

HIGH risk. 9 of 237 tracked dependencies carry advisories. Driven by torch 2.5.1 · GHSA-53q9-r3pm-6pq6.

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: advisories at 0.

// the finding

5.7xyz score out of 10HIGH

HIGHDeclared install pins version-matched high/critical advisories: torch 2.5.1

3 more findings on this model.

Author: ZhengPeng7
Task: image-segmentation
Loader: birefnet
License: mit
Downloads: 283,862
Remote code: ships Python that runs on load (trust_remote_code)

// dependencies

29 direct, 17 with findings, 221 reachable

Package	Evidence	Advisories	Worst
torch	direct, install	13	CRITICAL
pillow	direct, runtime	145	none pinned
opencv-python	direct, install	31	hidden
transformers	direct, install	24	hidden
numpy	direct, install	8	hidden
requests	direct, install	8	hidden
tqdm	direct, install	2	hidden
accelerate	direct, install	1	hidden

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// what changed

HIGHrisk level raised (medium to high)2026-09-21

Risk computed 2026-11-06 at 21:51 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.