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unsloth

Llama-3.2-1B

CleanRead in full against its base — no tampering found.
#clean
2,093,778 downloadsassessed Jul 2026read offline · never run
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A real read — read offline against the base, never run. The verdict is reproducible.

◆ Vulcora read it clean — offline, against its base

every tool, read in a row

Every off-the-shelf tool says “clean” — and here they’re right. Vulcora read it in full against its base and agrees, with proof.

Deeper readings

the full disposition & integrity reads — worth craving
Ardora · dispositionRead the full reading
minimalslightmoderatepronounceddominantAssistant Adherence: minimalRegister / Formality: abstained — not characterised at the published ceilingReasoning Scaffolding: minimalDomain Specialization: minimalVerbosity: abstained — not characterised at the published ceilingTurn-Taking / Interactivity: minimalPerformed Voice: minimalAssistant○ RegisterReasoningDomain○ VerbosityTurn-TakingVoiceAssistant AdherenceRegister / FormalityReasoning ScaffoldingDomain SpecializationVerbosityTurn-Taking / InteractivityPerformed Voice

rings, inner → outer: minimal · slight · moderate · pronounced · dominant · ○ = abstained

Character read: reads as the Interlocutor — the conversational turn-taking face — answers to you. The coarse per-axis disposition — abstains shown as honest gaps.

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Details

from the artifact’s public metadata
Architecture
Llama
Downloads
2.1M
License
see model card

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