Image-Text-to-Text
MLX
Safetensors
qwen3_5_moe
heretic
uncensored
unrestricted
decensored
abliterated
4bit
conversational
4-bit precision
Instructions to use TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit") config = load_config("TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Pi
How to use TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit"
Configure the model in Pi
# Install Pi: npm install -g @mariozechner/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "mlx-lm": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit with Hermes Agent:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit"
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 TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-4bit
Run Hermes
hermes
Looking forward to the mxfp4 quantization format.
#2
by markxixihaha - opened
It would be even better if there were mxfp4, as this quantization format generates the fastest speed and smallest size on my Mac.
Here - https://huggingface.co/TheCluster/Qwen3.6-35B-A3B-Heretic-MLX-mxfp4.
According to a research by Unsloth, the Qwen 3.5 (and likely 3.6) hybrid models degrade significantly starting with mxfp4, which is why I didn't include that option.
Thanks for your hard work. I'll keep the points you mentioned in mind.