ai model report

Is h2oai/h2o-lightning-4b safe to load?

LOW risk. 3 of 36 tracked dependencies carry advisories. Driven by No version-matched advisories and no malicious packages..

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// posture

fig. 01 — posture on eight axes, 100 is clean. Weakest: provenance at 45.

// the finding

not scoredno advisory applies to a version this model pinsLOW

LOWThe repo's commit SHA changed since we first saw it — weights were replaced.

2 more findings on this model.

Author: h2oai
Task: image-text-to-text
Loader: transformers
License: apache-2.0
Downloads: 1,254
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 2026-10-12 at 01:45 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.