Qwen3.8-27B RVN + MTP — master (safetensors)
BF16 weights after two extra ARA passes on top of
trohrbaugh/Qwen3.8-27B-heretic-ara.
model-auxiliary.safetensors (15 mtp.* tensors) is restored; convert without --no-nextn.
GGUFs (private): cfigueiroa/Qwen3.8-27B-RVN-MTP-GGUF
Table with columns: stage, heretic refusals, KL vs parent| stage | heretic refusals | KL vs parent |
|---|
| trohrbaugh input | 70/100 | 0.0535 vs Qwen (card) |
| pass 1 | 55/100 | 0.0090 |
| pass 2 (this repo) | 48/100 | 0.0058 |
ARA params: layers 26–56, preserve 0.9432, steer 0.0009, overcorrect 0.5038, k=10.
--mmproj from this checkpoint fails (image_mean); use
ggml-org/Qwen3.8-27B-GGUF mmproj-Qwen3.8-27B-Q8_0.gguf.
Apache-2.0. Not affiliated with Qwen/Alibaba or trohrbaugh.