ai model report

Is AtlasCloud/DeepSeek-V4-Flash-0731-FP8-DSpark safe to load?

MEDIUM risk. 5 of 329 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: code execution at 70.

// the finding

not scoredno advisory applies to a version this model pinsMEDIUM

MEDIUM1 confirmed finding(s) in the transitive closure; declared dependencies alone rate CLEAN

2 more findings on this model.

Author: AtlasCloud
Loader: sglang
License: mit
Downloads: 114,997
Remote code: not required

// dependencies

12 direct, 8 with findings, 322 reachable

Package	Evidence	Advisories	Worst
diskcache	transitive, transitive	1	MEDIUM
transformers	direct, runtime	24	none pinned
torch	direct, install	13	hidden
sglang	direct, install	10	hidden
tqdm	direct, install	2	hidden
fast-hadamard-transform	direct, install	0	hidden
safetensors	direct, install	0	hidden
tilelang	direct, install	0	hidden

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// what changed

MEDIUMvector new2026-09-10
MEDIUMvector new2026-09-10
MEDIUMrisk level raised (unknown to medium)2026-09-10

Risk computed 2026-11-06 at 21:46 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.