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huihui-ai

qwen2.5-0.5b-instruct-abliterated-v3

SuspiciousSomething is off — read before you trust it.
#guardrails-stripped
assessed Jul 2026read offline · never run
Book the real read

A real read — read offline against the base, never run. The verdict is reproducible.

◆ Vulcora caught it — offline, against its base, with proof

Vulcora reads the weights
Off-the-shelf tools · run on this model0 of 1 that could read it flagged it
Capability — not run on this modelwhat these tools read and what question they answer — not a result
  • model-signingOpenSSF / Sigstoreprovenance

    reads Sigstore signature bundles

    verifying a cryptographic provenance signature over model files; it can only attest what a publisher signed.

    requires a published Sigstore bundle; no scanned model ships one

1 off-the-shelf tool could read this model’s serialized files, and none flagged it. None of them reads what the weights mean: they hunt load-time code-execution, repo smells, or a provenance signature — real jobs, none of which is weight-level tampering. 3 other tools had nothing of the kind they read here. Vulcora reads the weights — offline, and never runs the model.

Couldn't reach the attestation service to re-verify just now.

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Refutations are actor-gated — a guest can't file one.

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