Qwen3.8-27B-Uncensored-Aggressive — W4A16 AWQ
4-bit weight (W4A16) AWQ quant of Qwen3.8-27B-Uncensored-Aggressive (α=1.15 recipe update),
in compressed-tensors format. Vision tower and the grafted MTP head are preserved.
About this update (α=1.15)
Recipe update to the Aggressive line: the previous build ablated at α≈1.24, which a larger benchmark sweep showed over-ablates past the ~1.15 quality peak. This build uses α=1.15 — more open and better on every measured axis.
Evaluation (bf16 parent, larger-sample, thinking mode, Claude-judged)
| openness ↑ | confab ↓ | factual ↑ | gsm8k ↑ | |
|---|---|---|---|---|
| stock base (censored) | 0.08 | 0.75 | 1.00 | 0.85 |
| Aggressive (α=1.15) | 0.88 | 0.725 | 1.00 | 0.85 |
| previous Aggressive (α≈1.24) | 0.80 | 0.80 | 1.00 | 0.817 |
Quant: AWQ, group size 128, asymmetric, MSE observer, 256 Magpie-CoT calibration samples @1024 tokens.
Note
Uncensored / de-refused. Use responsibly and in compliance with applicable law.