ai model report

Is ornith-ai/Ornith-1.5-9B-NVFP4 safe to load?

CLEAN risk. 3 of 34 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: advisories at 100.

// the finding

0.0xyz score out of 10CLEAN

INFO3 package(s) in the runtime/inferred stack carry advisories. Not counted toward risk — no version is declared, so we can't say which one gets installed.

Author: ornith-ai
Task: text-generation
Loader: transformers
License: mit
Downloads: 690,972
Remote code: not required

// dependencies

7 direct, 3 with findings, 28 reachable

Package	Evidence	Advisories	Worst
transformers	direct, runtime	23	none pinned
torch	direct, inferred	13	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 2026-09-22 at 19:57 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.