Instructions to use gn00029914/Qwen3.6-27B-oQ6-fp16-mtp with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use gn00029914/Qwen3.6-27B-oQ6-fp16-mtp 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("gn00029914/Qwen3.6-27B-oQ6-fp16-mtp") config = load_config("gn00029914/Qwen3.6-27B-oQ6-fp16-mtp") # 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
- LM Studio
- Pi new
How to use gn00029914/Qwen3.6-27B-oQ6-fp16-mtp with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "gn00029914/Qwen3.6-27B-oQ6-fp16-mtp"
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": "gn00029914/Qwen3.6-27B-oQ6-fp16-mtp" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use gn00029914/Qwen3.6-27B-oQ6-fp16-mtp 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 "gn00029914/Qwen3.6-27B-oQ6-fp16-mtp"
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 gn00029914/Qwen3.6-27B-oQ6-fp16-mtp
Run Hermes
hermes
This quantization was uploaded on 2026-05-21 and replaces a previous version. If you downloaded this model before this date, please re-download for the updated weights.
Qwen3.6-27B-oQ6-fp16-mtp
This model was quantized using oQ (oMLX v0.3.9rc1) mixed-precision quantization.
Quantization details
- Model type: qwen3_5
- Bits: 6
- Group size: 64
- Format: MLX safetensors
系統提示詞 (System prompt)
第一行必須是: (The first line must be:)
你是一個專業的助手,請以繁體中文思考,繁體中文回覆。
(You are a professional assistant. Please think and reply in Traditional Chinese.)
沒有它,這個模型表現會不佳。您可以在此行之後添加任何內容。 (The model underperforms without it. Append anything after that line.)
建議設定
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Model size
7B params
Tensor type
F16
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U32 ·
Hardware compatibility
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6-bit
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Base model
Qwen/Qwen3.6-27B
