Instructions to use Crownelius/Crow-9B-HERETIC-4.6 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use Crownelius/Crow-9B-HERETIC-4.6 with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="Crownelius/Crow-9B-HERETIC-4.6", filename="Qwen3.5-9B-heretic-v2.BF16-mmproj.gguf", )
llm.create_chat_completion( messages = "No input example has been defined for this model task." )
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use Crownelius/Crow-9B-HERETIC-4.6 with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M # Run inference directly in the terminal: llama-cli -hf Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M # Run inference directly in the terminal: llama-cli -hf Crownelius/Crow-9B-HERETIC-4.6: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 Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M # Run inference directly in the terminal: ./llama-cli -hf Crownelius/Crow-9B-HERETIC-4.6: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 Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama-cli -hf Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
Use Docker
docker model run hf.co/Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
- LM Studio
- Jan
- Ollama
How to use Crownelius/Crow-9B-HERETIC-4.6 with Ollama:
ollama run hf.co/Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
- Unsloth Studio
How to use Crownelius/Crow-9B-HERETIC-4.6 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 Crownelius/Crow-9B-HERETIC-4.6 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 Crownelius/Crow-9B-HERETIC-4.6 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for Crownelius/Crow-9B-HERETIC-4.6 to start chatting
- Pi
How to use Crownelius/Crow-9B-HERETIC-4.6 with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama-server -hf Crownelius/Crow-9B-HERETIC-4.6: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": "Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use Crownelius/Crow-9B-HERETIC-4.6 with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama-server -hf Crownelius/Crow-9B-HERETIC-4.6: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 Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
Run Hermes
hermes
- Atomic Chat new
- Docker Model Runner
How to use Crownelius/Crow-9B-HERETIC-4.6 with Docker Model Runner:
docker model run hf.co/Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
- Lemonade
How to use Crownelius/Crow-9B-HERETIC-4.6 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull Crownelius/Crow-9B-HERETIC-4.6:Q4_K_M
Run and chat with the model
lemonade run user.Crow-9B-HERETIC-4.6-Q4_K_M
List all available models
lemonade list
Censored...
Hi, unfortunately this model seems to be censored despite the use of heretic.
It's probably going to take some time for Heretic to catch up with the new Qwens.
They have deliberative alignment in reasoning; their voice is very different in instruct mode. Not sure whether less censored, but I found it interesting. They seem like they might be notably more functional in non-reasoning mode than the original.
Hi, unfortunately this model seems to be censored despite the use of heretic.
It's probably going to take some time for Heretic to catch up with the new Qwens.
The 4b model uses some datasets to help this. Try that one.
ya its still pretty censored. Big letdown
We can distinguisn two different kinds of censorship: model refusals and the censorship of the world-data that exists around us.
Can you be more precise about which you are expecting to be alleviated by this work?
I'll be doing some alignment training on the next model.