Qwen3.8-9B-Distill-uncensored-heretic-GGUF

**The MTP head is kept.** That is the point of this repository. The existing abliteration of this model on the Hub ships 427 tensors and 32 layers — the `blk.32.nextn.*` block is gone, and with it llama.cpp's `--spec-type draft-mtp`. This conversion keeps all 442 tensors and 33 blocks, so speculative decoding works: measured ~73 tok/s generation with it (draft acceptance 0.73), on an RTX 3060. The published abliteration of this model (`rohit267/Qwen3.8-9B-heretic-uncensored`) reports 98/100 refusals against the original's 100/100 — two refusals removed, at KL 0.0008. It barely changed the model, and it dropped the MTP head. This run optimised further and preserved the head. `--jinja` matters: the chat template inside the GGUF carries `tools` and ` `, so function calling works and the model can drive an agent.

번역 준비 중입니다. 원문을 표시합니다.