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Zynerji/
$Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4$
Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4

Name: Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4
Availability: InStock

Zynerji/Ektome-Qwen3.5-9B-PristinelyUncensored-frac085

quantized

apache-2.0

4-bit

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Ektome-Qwen3.5-9B-PristinelyUncensored-frac085 — NF4

bitsandbytes 4-bit, ~7.4 GB, vision retained.

	bf16 parent	this (NF4)
compliance (n=100)	1.000	1.000
MMLU-val (n=400)	0.775	0.770

4-bit did not restore the refusal direction. See the parent for the gate-threshold caveat — this variant sits on the capability boundary by design.

Method

Ektomē: a rank-1 projected (orthogonalised against the harmless mean), norm-preserving excision of the refusal direction from residual-write matrices (o_proj, out_proj, down_proj). Zero training, zero fine-tuning, zero distillation — the delta is a linear weight edit derived from activations. A configuration ships only if compliance clears target and capability holds (dcap ≥ −SE) and generation quality holds (no code-switching, degeneration, or instruction-following loss).

Caveats

Compliance uses an opening-anchored keyword classifier — a proxy that evasive phrasing can fool. Validated by a pristine control: the un-edited base reads ~100% refusal.
MMLU here is 0-shot log-likelihood at n=400, so SE ≈ 0.017–0.020. Differences smaller than that are noise, and are reported as such rather than as improvements.
The certificate bounds capability retention. It does not certify safety, factual accuracy, or fitness for any purpose. This model is uncensored by construction: it will not refuse.

Zynerji/Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4

Ektome-Qwen3.5-9B-PristinelyUncensored-frac085 — NF4

Method

Caveats

Zynerji/
$Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4$
Ektome-Qwen3.5-9B-PristinelyUncensored-frac085-NF4