---
license: apache-2.0
library_name: gguf
tags:
- gguf
- qwen3.6
- mtp
- llama.cpp
- coding
- uncensored
- speculative-decoding
---

# Qwen3.6-27B-Uncensored-HauhauCS-Aggressive-MTP-GGUF

This GGUF was created by grafting Qwen3.6 27B MTP tensors from `27B_MTP.gguf` onto `HauhauCS/Qwen3.6-27B-Uncensored-HauhauCS-Aggressive-Q4_K_P.gguf` using the public GGUF MTP transplant workflow.

Credit to the original HauhauCS model authors and to the public MTP conversion work this method builds on.

# Optimized Agentic Run

Tool-calling on llama.cpp with CUDA 13.3+ using WebUI:

```
llama-server.exe ^
  -m "Qwen3.6-27B-Uncensored-HauhauCS-Aggressive-MTP-Q4_K_P.gguf" ^
  --jinja ^
  --spec-type draft-mtp ^
  --spec-draft-n-max 1 ^
  --spec-draft-ngl 100 ^
  -ngl 100 ^
  -np 1 ^
  -fa on ^
  -c 262144 ^
  --context-shift ^
  -ctk q4_0 ^
  -ctv q4_0 ^
  --host 127.0.0.1 ^
  --port 8033 ^
  --tools read_file,file_glob_search,grep_search,exec_shell_command,write_file,edit_file,apply_diff
```