MTP is baked into every Q2–Q8 file (866 tensors, qwen35.nextn_predict_layers=1, +~0.24 GiB vs the old trunk-only files). You do not need a second GGUF for draft-mtp.

What is in these files

27B dense hybrid-attention (qwen35). 64 language-trunk blocks plus 1 nextn/MTP block. Converted from the AEON BF16 master (no --no-mtp). Pair a separate mmproj if you need vision.

The source removed the refusal direction. These GGUFs inherit that.

Chat template

Official 3.8 jinja wraps empty <think> blocks and breaks multi-turn agents. These GGUFs bake a fixed template. Use --jinja.

llama-server -m Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q4_K_M.gguf --jinja --reasoning-format deepseek

Files

File	Quant	Bytes	GiB	Notes
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q2_K.gguf`	Q2_K	10864592928	10.12	live; MTP baked in
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q3_K_M.gguf`	Q3_K_M	13500737568	12.57	live; MTP baked in
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q4_K_M.gguf`	Q4_K_M	16810715168	15.66	live; MTP baked in
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q5_K_M.gguf`	Q5_K_M	19535702048	18.20	live; MTP baked in
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q6_K.gguf`	Q6_K	22431000608	20.89	live; MTP baked in; largest full-GPU on 24GB Turing
`Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q8_0.gguf`	Q8_0	29047085088	27.05	live; MTP baked in; will not `-ngl 99` on 24GB

How to run MTP

Needs a llama.cpp build that understands Qwen3.5 nextn / draft-mtp. --parallel 1 is required.

bash

llama-server \
  -m Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q4_K_M.gguf \
  --spec-type draft-mtp --spec-draft-n-max 2 --spec-draft-p-min 0.7 \
  --parallel 1 --jinja --reasoning-format deepseek \
  -a qwen38-27b-aeon --host 127.0.0.1 --port 8085 \
  -ngl 99 -fa on -b 512 -ub 512 -c 32768

Optional extra mtp-* sidecars are still in the repo if you want a separate -md draft. They are not required for the files above.

Download

Use hf_xet. Do not git clone. Grab only the file that exists.

bash

export HF_XET_HIGH_PERFORMANCE=1
hf download vcruz305/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-GGUF \
  --local-dir Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-GGUF \
  --include "Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-Q4_K_M.gguf"

Q6_K is the largest file that still full-offloads a 24GB Turing card. Q8_0 does not.

Intended use

Local llama.cpp of the AEON uncensored 27B trunk + native MTP. Out of scope: treating this as official Qwen, or as a drop-in for the official-trunk GGUF pack.

Source

BF16 master: https://huggingface.co/AEON-7/Qwen3.8-27B-AEON-ULTIMATE-UNCENSORED-BF16
Official base: https://huggingface.co/Qwen/Qwen3.8-27B
Convert: convert_hf_to_gguf.py --outtype f16 (MTP mixin on, no --no-mtp) → llama-quantize
License: Apache-2.0

Credits

Abliteration / BF16: AEON-7. Base: Qwen / Alibaba. GGUF pack: Victor Cruz (vcruz305).