Image-Text-to-Text
MLX
Safetensors
English
cohere_compass
mlx-vlm
vision-language
multimodal
cohere
north
quantized
conversational
4-bit precision
Instructions to use mlx-community/North-Micro-Vision-Instruct-mxfp4 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use mlx-community/North-Micro-Vision-Instruct-mxfp4 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/North-Micro-Vision-Instruct-mxfp4") config = load_config("mlx-community/North-Micro-Vision-Instruct-mxfp4") # 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
Download video_preprocessor_config.json from mlx-community/North-Micro-Vision-Instruct-mxfp4: direct link, hf CLI and curl.
- Browser
- Download file 344 Bytes
-
https://huggingface.co/mlx-community/North-Micro-Vision-Instruct-mxfp4/resolve/main/video_preprocessor_config.json
- Command line
-
hf download hf://mlx-community/North-Micro-Vision-Instruct-mxfp4/video_preprocessor_config.json
-
curl -L -o video_preprocessor_config.json https://huggingface.co/mlx-community/North-Micro-Vision-Instruct-mxfp4/resolve/main/video_preprocessor_config.json
344 Bytes
| { | |
| "size": { | |
| "longest_edge": 25165824, | |
| "shortest_edge": 4096 | |
| }, | |
| "patch_size": 16, | |
| "temporal_patch_size": 2, | |
| "merge_size": 2, | |
| "image_mean": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "image_std": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "processor_class": "CohereCompassProcessor", | |
| "video_processor_type": "CohereCompassVideoProcessor" | |
| } | |