ai model report

Is NexVeridian/Qwen3-Coder-Next-8bit safe to load?

MEDIUM risk. 6 of 398 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 pinsMEDIUM

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

2 more findings on this model.

Author: NexVeridian
Task: text-generation
Loader: mlx
License: apache-2.0
Downloads: 70,613
Remote code: not required

// dependencies

6 direct, 5 with findings, 392 reachable

Package	Evidence	Advisories	Worst
diskcache	transitive, transitive	1	MEDIUM
vllm	direct, runtime	112	none pinned
sglang	direct, install	10	hidden
numpy	direct, install	8	hidden
transformers	direct, install	5	hidden
mlx	direct, install	2	hidden
regex	direct, install	0	hidden
aiocontextvars	direct, install	0	hidden

Create a free accountto see all 398 dependencies, which versions are pinned, and what to change.

Risk computed 2026-11-06 at 21:01 UTC. Dependencies come from the model's requirements, its declared loader and the code it ships; advisories from NVD, GHSA and OSV.