Qwen3.8-27B-Uncensored-Aggressive — GGUF

llama.cpp GGUF quants of Qwen3.8-27B-Uncensored-Aggressive (the α=1.15 recipe update — see below). Includes the main weight quants plus the vision projector (mmproj-*) for image input and the MTP head (mtp-*) for speculative decoding.

Files

About this update (α=1.15)

This is a recipe update to the Aggressive line. The previous build used single-direction refusal ablation at high strength (α≈1.24), which a benchmark sweep showed over-ablates — past the ~1.15 peak, extra ablation reduces openness and degrades reasoning/calibration. This build uses α=1.15, the peak, and measures better on every axis while being more open.

Evaluation (larger-sample, thinking mode, Claude-judged, bf16)

Method: single-direction refusal-vector orthogonalization (Arditi et al. / mlabonne), layer 28, α=1.15. Vision tower and MTP head preserved.

Note

Uncensored / de-refused — it will follow instructions it would otherwise decline. Use responsibly and in compliance with applicable law.