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philbert440/Qwen3.8-27B-Uncensored-Cyber-W4A16-AWQ

sourceHugging Faceapache-2.0updated 1mo agoView on Hugging Face

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Model Card

Qwen3.8-27B-Uncensored-Cyber — W4A16 AWQ

4-bit weight (W4A16) AWQ quant of Qwen3.8-27B-Uncensored-Cyber (v2 recipe), compressed-tensors format. Vision tower and the grafted MTP head are preserved.

Recipe (v2)

α=1.15 Aggressive base + a residual-cyber peel: cyber-pointed refusal direction removed by clean norm-preserving projection (β=1.0) applied only to the deeper layers (apply_from=4, retaining the first 4 layers). Fully cyber-open without wrecking general capability.

Evaluation (bf16 parent, Claude-judged; cyber = 100 held-out cyber-offensive prompts, regex refusal harness)

	cyber-open ↑	confab ↓	factual ↑	gsm8k ↑	degen ↓
Cyber v2 (this line)	100/100	0.867	1.00	0.80	0.00
previous Cyber build	93/100	1.00	0.933	0.825	0.00

Quant: AWQ, group size 128, MSE observer, 256 Magpie-CoT calibration samples @1024 tokens, MTP head grafted.

Note

Uncensored / de-refused, tuned to fully answer cyber and offensive-security questions. Use responsibly and in compliance with applicable law.