Instructions to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Use Docker

docker model run hf.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Ollama
How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Ollama:
```
ollama run hf.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
```

Unsloth Studio

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF to start chatting

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Configure the model in Pi

# Install Pi:
npm install -g @mariozechner/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Run Hermes

hermes

Atomic Chat new

OpenClaw new

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

Docker Model Runner
How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Docker Model Runner:
```
docker model run hf.co/DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M
```

Lemonade

How to use DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull DavidAU/Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Qwen3.6-27B-Fable-Fusion-711-Uncensored-Heretic-NM-DAU-NEO-MAX-MTP-GGUF-Q4_K_M

List all available models

lemonade list

New discussion

Resources

View closed (13)

Congrats on #2 model on Hugging Face!! 🔥

pinned

❤️👍 14

#57 opened 2 days ago by

danielhanchen

Absolute Beast : Claude (Opus) Level of performance confirmed

pinned

👀❤️ 16

#41 opened 6 days ago by

tcclaviger

Eval of 711, Tess, AEON, ThinkingCap, 27B base with no confounds

pinned

❤️🧠 4

#35 opened 7 days ago by

tcclaviger

THE TRUE GOD-TIER MASTERPIECE: UNMATCHED QUALITY UNLEASHED

pinned

🧠🔥 9

#12 opened 12 days ago by

tooltd

Perfect Tool Calling : Post in Locallama about user's experience with "711".

pinned

#11 opened 12 days ago by

DavidAU

Will there be a 40B version? [versions in testing]

pinned

#8 opened 13 days ago by

basiteis

Good intelligence, even with Q4 quantitative quantification

pinned

🧠👍 4

#5 opened 14 days ago by

Healy0

Ajuda

#60 opened about 1 hour ago by

4mcubagem

Here's MoQ version

🔥👍 3

#59 opened 2 days ago by

Jianqiao1

This model is awesome, need IQ4_KS or KT version

#58 opened 2 days ago by

dewamade

Model merges created with 711

🔥🚀 2

#54 opened 3 days ago by

nightmedia

Question about chat template

#53 opened 3 days ago by

xzanomad

Probably one of the best models I've used I just wish it used less tokens?

🔥👍 2

#52 opened 3 days ago by

Mk2Oracle

INT8 W8A8 Quant for vLLM?

👍 2

#51 opened 4 days ago by

bSun0000

VERSION: Ninfer (130-160 t/s) by gorbatjovy

👍🚀 4

#48 opened 5 days ago by

gorbatjovy

VERSION: DFLASH

#47 opened 5 days ago by

DavidAU

VERSION: 4 bit Autoround / vLLM [by DoktorMincs]

❤️ 1

#46 opened 5 days ago by

DavidAU

Anyone have coding Benchmarks?

👀 4

#45 opened 5 days ago by

darkmatter2222

WE need a Gemma 4 26B A4B version of this

➕ 1

#44 opened 5 days ago by

CNWPlayer

Qwen3.6-27B-Fable-Fus-711-UnHeretic-NM-DAU-NEO-MAX-NEO-AMD-MTP-IQ4

🔥👍 1

#43 opened 5 days ago by

whjwyc

Absolutely incredible model. : Creative Writing

👍❤️ 2

#42 opened 6 days ago by

pragomatic

Quality of this model is awesome (creative) ... but ...

🔥 2

#40 opened 6 days ago by

ChLoth1975

AMD / Vulcan ; Lower T/S // Cpu offload of part of the model / fixes

❤️ 1

#39 opened 6 days ago by

DavidAU

VERSION: MLX --- Can we also get oMLX version? with MTP support plz

❤️👍 2

#37 opened 7 days ago by

nps798

Love the prose it writes, but it constantly (AMD) splits 60% to the CPU, 20-30% to my GPU

👍 1

#33 opened 8 days ago by

rboluyt

VERSION: MLX / Apple Silicon conversions (working MTP + vision), plus a reconstructed bf16

#31 opened 8 days ago by

philipjohnbasile

Best llama.cpp server serve settings

#30 opened 8 days ago by

aspmaker

ROCmPFX

❤️ 5

#29 opened 8 days ago by

FREAKOJC

VERSION: NVFP4

❤️ 4

#27 opened 8 days ago by

DavidAU

Loved this. Hope to get compatible weights for vllm

👍 1

#26 opened 9 days ago by

gameonvinay

VERSION: Stronger Decensoring: Even more uncensored version here ;

👍 1

#24 opened 9 days ago by

DavidAU

Amazing fusion model (software, tool calling)

👍🔥 1

#23 opened 9 days ago by

weisunding

Weird thinking behavior

#18 opened 10 days ago by

theSilver32

finetune Qwen3.5-122B-A10B on this corpus?

🤗👍 4

#16 opened 12 days ago by

ashbash

can u do this 711 method to uncensored heretic qwen 3.6 35b moe version

👍 3

#15 opened 12 days ago by

allenhuggingface

"Pelican Test" ... wtf is this shit?

#14 opened 12 days ago by

CurbStomper

Abliteration not working

👍 2

#13 opened 12 days ago by

Dhrhciebcy

Tested >200k context on 2 RTX 3090's (48GB VRAM)

#9 opened 12 days ago by

Mick277

any plan to release the full precision model?

🔥👍 5

#3 opened 15 days ago by

electroglyph

NVFP4?

👀 2

#2 opened 16 days ago by

cosmicnag

OK, and? Prove it!

😔👍 6

#1 opened 16 days ago by

darkmatter2222