---

license: apache-2.0

base_model: OpenMOSE/Qwen3.5-REAP-262B-A17B

library_name: gguf

pipeline_tag: text-generation

tags:

• gguf
• abliterated
• uncensored
• imatrix
• moe
• reap
• qwen3.5
• not-for-all-audiences

---

Qwen3.5-REAP-262B-A17B Abliterated v2 GGUF

Status: building. This is the corrected re-abliteration of

Qwen3.5-REAP-262B-A17B-abliterated-GGUF

(v1). Rungs upload here as they finish, IQ3_XS first.

Why v2 exists

A community report on v1 showed the abliteration was weaker than intended: some prompts that

should pass were still refused, especially with thinking enabled. We reproduced it and confirmed

the uploaded files were the correct ones, so it was not a bad upload. The root cause was the

refusal direction. v1 reused the direction captured on the sibling 212B model instead of capturing

one on this 262B directly, so the reduction was marginal.

What changed in v2

• The refusal direction is captured natively on the 262B itself, not borrowed from the 212B.
• An attention-sink guard rejects any direction dominated by a massive-activation channel, so the

orthogonalization removes the refusal reflex without damaging coherence.

• Everything else matches the v1 method: single-direction weight orthogonalization of the residual

writers, harm guardrails retained by design, imatrix-weighted IQ rungs cut from a Q8_0 master.

Provenance

Qwen3.5-397B-A17B (Apache-2.0) -> OpenMOSE/Qwen3.5-REAP-262B-A17B (34% REAP prune) ->

abliterated v2 (native direction, sink-guarded) -> Q8_0 master -> quant rungs.

Base weights and full method: see v1's card and the base repo

RobinsonLabs/Qwen3.5-REAP-262B-A17B-abliterated.

Built by Robinson Labs.