Image-Text-to-Text
MLX
Safetensors
Japanese
English
sarashina2_vision
ocr
vision
japanese
conversational
custom_code
4-bit precision
Instructions to use tokimoa/sarashina2.2-ocr-mlx-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use tokimoa/sarashina2.2-ocr-mlx-4bit 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("tokimoa/sarashina2.2-ocr-mlx-4bit") config = load_config("tokimoa/sarashina2.2-ocr-mlx-4bit") # 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
| { | |
| "auto_map": { | |
| "AutoProcessor": "processing_sarashina2_vision.Sarashina2VisionProcessor" | |
| }, | |
| "crop_size": null, | |
| "data_format": "channels_first", | |
| "default_to_square": true, | |
| "device": null, | |
| "do_center_crop": null, | |
| "do_convert_rgb": null, | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "do_sample_frames": true, | |
| "fps": 2, | |
| "fps_max_frames": 64, | |
| "fps_min_frames": 2, | |
| "image_factor": 28, | |
| "image_mean": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "image_processor_type": "SiglipImageProcessor", | |
| "image_std": [ | |
| 0.5, | |
| 0.5, | |
| 0.5 | |
| ], | |
| "input_data_format": null, | |
| "max_pixels": 2458624, | |
| "merge_size": 2, | |
| "num_frames": null, | |
| "pad_size": null, | |
| "patch_size": 14, | |
| "processor_class": "Sarashina2VisionProcessor", | |
| "resample": 2, | |
| "rescale_factor": 0.00392156862745098, | |
| "return_metadata": false, | |
| "size": { | |
| "height": 384, | |
| "width": 384 | |
| }, | |
| "temporal_patch_size": 2, | |
| "total_pixels": 2458624, | |
| "video_max_token_num": 768, | |
| "video_metadata": null, | |
| "video_min_token_num": 128, | |
| "video_processor_type": "Sarashina2VisionVideoProcessor" | |
| } | |