FireRed-OCR turns a general vision-language model into a careful document reader that follows strict rules, so its outputs are usable in the real world.
This paper upgrades a small but mighty vision-language model called PaddleOCR-VL-1.5 to read and understand real-world, messy documents better than any model before it.