Image-Text-to-Text
MLX
Safetensors
cohere_compass
mlx-vlm
openmed
openmedkit
apple-silicon
on-device
vision
multimodal
clinical
medical
privacy
native-resolution
conversational
Instructions to use OpenMed/North-Micro-Vision-Instruct-bf16-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use OpenMed/North-Micro-Vision-Instruct-bf16-mlx 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("OpenMed/North-Micro-Vision-Instruct-bf16-mlx") config = load_config("OpenMed/North-Micro-Vision-Instruct-bf16-mlx") # 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
- Atomic Chat
File size: 863 Bytes
a7ec518 | 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 | {
"family": "cohere-compass",
"format_version": 1,
"precision": "bf16",
"quantization": null,
"runtime": {
"local_only_recommended": true,
"mlx_vlm_revision": "dd79a5d8caf3edafd6fa9e6326d7ce4977ddcbfc",
"python": "mlx-vlm",
"swift": "OpenMedKit Cohere Compass runtime pending",
"validated_multimodal_context": 8192
},
"source_model": "CohereLabs/North-Micro-Vision-Instruct",
"source_revision": "373bda96ac70bf89f99f7048f420cf00dc07c149",
"task": "image-text-to-text",
"validation": {
"cases": [
"text_privacy",
"text_fact_extraction",
"image_clinical_document",
"image_chart"
],
"report": "openmed-validation.json",
"status": "passed",
"strict_weight_load": true,
"text_and_image": true
},
"weights": {
"format": "safetensors",
"path": "model.safetensors"
}
}
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