Image-Text-to-Text
MLX
Safetensors
English
cohere_compass
mlx-vlm
vision-language
multimodal
cohere
north
quantized
conversational
5-bit
Instructions to use mlx-community/North-Micro-Vision-Instruct-5bit 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-5bit 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-5bit") config = load_config("mlx-community/North-Micro-Vision-Instruct-5bit") # 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: 1,063 Bytes
a4d0707 | 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 | {
"add_prefix_space": false,
"backend": "tokenizers",
"bos_token": "<BOS_TOKEN>",
"clean_up_tokenization_spaces": false,
"cls_token": "<CLS>",
"eos_token": "<|END_OF_TURN_TOKEN|>",
"errors": "replace",
"image_token": "<|IMAGE_PAD|>",
"is_local": true,
"legacy": true,
"local_files_only": false,
"mask_token": "<MASK_TOKEN>",
"max_pixels": 3868706,
"min_pixels": 16384,
"model_max_length": 1000000000000000019884624838656,
"model_specific_special_tokens": {
"image_token": "<|IMAGE_PAD|>",
"video_token": "<|VIDEO_PAD|>",
"vision_end_token": "<|VISION_END|>",
"vision_start_token": "<|VISION_START|>"
},
"pad_token": "<PAD>",
"padding_side": "right",
"processor_class": "CohereCompassProcessor",
"sep_token": "<SEP>",
"sp_model_kwargs": {},
"spaces_between_special_tokens": false,
"tokenizer_class": "CohereTokenizer",
"unk_token": "<UNK>",
"use_default_system_prompt": false,
"video_token": "<|VIDEO_PAD|>",
"vision_end_token": "<|VISION_END|>",
"vision_start_token": "<|VISION_START|>"
}
|