Image-Text-to-Text
PaddleOCR
Safetensors
MLX
English
Chinese
multilingual
paddleocr_vl
ERNIE4.5
PaddlePaddle
image-to-text
ocr
document-parse
layout
table
formula
chart
conversational
custom_code
8-bit precision
Instructions to use mlx-community/PaddleOCR-VL-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PaddleOCR
How to use mlx-community/PaddleOCR-VL-8bit with PaddleOCR:
# See https://www.paddleocr.ai/latest/version3.x/pipeline_usage/PaddleOCR-VL.html to installation from paddleocr import PaddleOCRVL pipeline = PaddleOCRVL(pipeline_version="mlx-community/PaddleOCR-VL-8bit") output = pipeline.predict("path/to/document_image.png") for res in output: res.print() res.save_to_json(save_path="output") res.save_to_markdown(save_path="output") - MLX
How to use mlx-community/PaddleOCR-VL-8bit 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/PaddleOCR-VL-8bit") config = load_config("mlx-community/PaddleOCR-VL-8bit") # 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
| { | |
| "add_prefix_space": false, | |
| "additional_special_tokens": [ | |
| "<|IMAGE_PLACEHOLDER|>", | |
| "<|image_pad|>", | |
| "<|IMAGE_START|>", | |
| "<|IMAGE_END|>", | |
| "<|video_pad|>" | |
| ], | |
| "auto_map": { | |
| "AutoProcessor": "processing_ppocrvl.PPOCRVLProcessor" | |
| }, | |
| "backend": "tokenizers", | |
| "bos_token": "<s>", | |
| "clean_up_tokenization_spaces": false, | |
| "cls_token": "<|begin_of_sentence|>", | |
| "eos_token": "</s>", | |
| "extra_special_tokens": [ | |
| "<|IMAGE_PLACEHOLDER|>", | |
| "<|image_pad|>", | |
| "<|IMAGE_START|>", | |
| "<|IMAGE_END|>", | |
| "<|video_pad|>" | |
| ], | |
| "image_token": "<|IMAGE_PLACEHOLDER|>", | |
| "is_local": true, | |
| "mask_token": "<mask:1>", | |
| "model_max_length": 131072, | |
| "model_specific_special_tokens": {}, | |
| "pad_token": "<unk>", | |
| "processor_class": "PaddleOCRVLProcessor", | |
| "sep_token": "<|end_of_sentence|>", | |
| "sp_model_kwargs": {}, | |
| "spaces_between_special_tokens": false, | |
| "tokenizer_class": "LlamaTokenizer", | |
| "unk_token": "<unk>", | |
| "use_default_system_prompt": false | |
| } | |