Instructions to use mlx-community/MiniCPM-V-4.6-bf16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/MiniCPM-V-4.6-bf16 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("mlx-community/MiniCPM-V-4.6-bf16") config = load_config("mlx-community/MiniCPM-V-4.6-bf16") # 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 mlx-community/MiniCPM-V-4.6-bf16 with Pi:
Start the MLX server
# Install MLX LM: uv tool install mlx-lm # Start a local OpenAI-compatible server: mlx_lm.server --model "mlx-community/MiniCPM-V-4.6-bf16"
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": "mlx-community/MiniCPM-V-4.6-bf16" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Hermes Agent new
How to use mlx-community/MiniCPM-V-4.6-bf16 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 "mlx-community/MiniCPM-V-4.6-bf16"
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 mlx-community/MiniCPM-V-4.6-bf16
Run Hermes
hermes
File size: 860 Bytes
007cece | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 | {
"image_processor": {
"downsample_mode": "16x",
"im_end": "</image>",
"im_id_end": "</image_id>",
"im_id_start": "<image_id>",
"im_start": "<image>",
"image_feature_size": 64,
"image_mean": [
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],
"image_processor_type": "MiniCPMVImageProcessor",
"image_std": [
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],
"max_slice_nums": 9,
"mean": [
[
[
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]
],
"pack_image_by_patch": true,
"patch_size": 14,
"scale_resolution": 448,
"slice_end": "</slice>",
"slice_mode": true,
"slice_start": "<slice>",
"std": [
[
[
0.5,
0.5,
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]
]
],
"unk": "<unk>",
"use_image_id": true
},
"processor_class": "MiniCPMVProcessor"
}
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