ai model report

Is abhishekchohan/gemma-3-12b-it-quantized-W4A16 safe to load?

CLEAN risk. 4 of 217 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: code execution at 70.

// the finding

not scoredno advisory applies to a version this model pinsCLEAN

INFOconfig.json was authored against transformers 4.50.0.dev0, 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: abhishekchohan
Task: image-text-to-text
Loader: transformers
License: gemma
Downloads: 82,881
Remote code: not required

// dependencies

10 direct, 6 with findings, 209 reachable

Package	Evidence	Advisories	Worst
vllm	direct, runtime	74	none pinned
transformers	direct, runtime	23	none pinned
torch	direct, install	12	hidden
numpy	direct, install	8	hidden
huggingface-hub	direct, install	0	hidden
partial-json-parser	direct, install	0	hidden
safetensors	direct, install	0	hidden
tokenizers	direct, install	0	hidden

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Risk computed 2026-09-30 at 19:47 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.