paperwerk-vqa

Model Card for Model ID

VQA model that also supports bounding boxes.

Run via vLLM:

vllm serve ridcl/paperwerk-vqa \
    --max-model-len 32768 \
    --enable-auto-tool-choice \
    --tool-call-parser hermes \
    --tensor-parallel-size 2

Examples input:

{
    "role": "user",
    "content": [
        {
            "type": "image_url",
            "image_url": {
                "url": "data:image/jpeg;base64,..."
            },
        },
        {"type": "text", "text": "Extract values:\n- contract_date\n- names of the parties\n- Where is the company registered?"},
    ],
}

Example output (bbox format: [xmin, ymin, xmax, ymax], 0..1000 scale):

[
    {
        "query": "contract_date",
        "value": "1 April 2025",
        "box_2d": [466, 693, 544, 705],
        "index": 0,
    },
    {
        "query": "names of the parties",
        "value": "CoolCo B.V.",
        "box_2d": [151, 279, 257, 292],
        "index": 0,
    },
    {
        "query": "names of the parties",
        "value": "John Doe",
        "box_2d": [151, 403, 261, 415],
        "index": 0,
    },
    {
        "query": "names of the parties",
        "value": "Jane Doe",
        "box_2d": [151, 509, 268, 522],
        "index": 0,
    },
    {
        "query": "Where is the company registered?",
        "value": "Amsterdam",
        "box_2d": [164, 302, 281, 315],
        "index": 0,
    },
]