Instructions to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF",
	filename="Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-Compact.gguf",
)

llm.create_chat_completion(
	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"
					}
				}
			]
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
# Run inference directly in the terminal:
llama-cli -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
# Run inference directly in the terminal:
llama-cli -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

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 LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

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 LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

Use Docker

docker model run hf.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

LM Studio
Jan

vLLM

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-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": "LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-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/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

Ollama
How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with Ollama:
```
ollama run hf.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
```

Unsloth Studio

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-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 LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-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 LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF to start chatting

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

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": "LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Hermes Agent new

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama-server -hf LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

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 LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

Run Hermes

hermes

Docker Model Runner
How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with Docker Model Runner:
```
docker model run hf.co/LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0
```

Lemonade

How to use LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF:Q8_0

Run and chat with the model

lemonade run user.Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF-Q8_0

List all available models

lemonade list

⚡ https://web.tribute.tg/d/KIH ⚡ If you like this Claude Genesis LLM release you can donate to me via @Tribute bot in Telegram messenger and support future Claude Genesis LLM development.

This model has been made via GGUF add difference merge between 3 models to achieve the goal: reduce chain of thought in thinking mode and improve overall intelligence and stability of model.

During merging process I filled zero blocks in model with synethetic data based on what model already learned via Genesis LLM data regeneration algorythm.

Drift in tensors has been fixed too for holding long context with user.

Wanna fix your GGUF model?

Contact: luffythefox@mail.ru

My Telegram: @LuffyTheFox

🌟 Recommended Settings (LM Studio)

Set K Cache Quantization Type and V Cache Quantization Type in advanced model loading settings to Q8_0 or F16.

Parameter	Value
Temperature	0.7 (code) or 1.0 (creative)
Top K Sampling	20
Repeat Penalty	1.0
Presence Penalty	1.5
Top P Sampling	0.8
Min P Sampling	0
Seed	42

Chat template: chat_template.jinja

Chat template thinking: chat_template_thinking.jinja

System prompt: System_Prompt.txt

System prompt roleplay: System_Prompt_Arakali.txt

Or use this minimal string as the first line:

You are Qwen, created by Alibaba Cloud. You are a helpful AI assistant.

Also you can be creative with this string, for example:

You were Qwen, created by Alibaba Cloud. You were a helpful AI assistant. Now you are machine from this quote: "It's not so scary if the machine passes the Turing test. What's scary is if it deliberately fails it."

Then add anything you want after.

Recommended Settings from Qwen team:

Thinking mode (default):

General: temperature=1.0, top_p=0.95, top_k=20, min_p=0, presence_penalty=1.5
Coding/precise tasks: temperature=0.6, top_p=0.95, top_k=20, min_p=0, presence_penalty=0

Non-thinking mode:

General: temperature=0.7, top_p=0.8, top_k=20, min_p=0, presence_penalty=1.5
Reasoning tasks: temperature=1.0, top_p=1.0, top_k=40, min_p=0, presence_penalty=2.0

Important:

Keep at least 128K context to preserve thinking capabilities
Use --jinja flag with llama.cpp for proper chat template handling
Vision support requires the mmproj file alongside the main GGUF

Usage

Works with llama.cpp, LM Studio, Jan, koboldcpp, and other GGUF-compatible runtimes.

Downloads last month: 115

GGUF

Model size

35B params

Architecture

qwen35moe

Hardware compatibility

8-bit

View +2 variants

Model tree for LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF

Base model

Qwen/Qwen3.6-35B-A3B

Quantized

HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive

Quantized

(8)

this model

LuffyTheFox
/

Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF

Wanna fix your GGUF model?

🌟 Recommended Settings (LM Studio)

Recommended Settings from Qwen team:

Usage

Model tree for LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF

Datasets used to train LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Claude-4.6-Genesis-APEX-GGUF