Add PaddleOCR-VL-1.6 MLX 8-bit conversion 56eb2cc verified
Ioannis Dikeoulias commited on
How to use OpenGryd/PaddleOCR-VL-1.6-MLX-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("OpenGryd/PaddleOCR-VL-1.6-MLX-8bit")
config = load_config("OpenGryd/PaddleOCR-VL-1.6-MLX-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)How to use OpenGryd/PaddleOCR-VL-1.6-MLX-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="OpenGryd/PaddleOCR-VL-1.6-MLX-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")