P-MTP: Efficient Document Parsing via Multi-Token Prediction with Progressive Depth Scaling

Le Xiang, Chenxi Zhai, Shu Wei +5

Vision-Language Models (VLMs) have revolutionized document parsing by enabling end-to-end mapping from images to structured text, imposing a significant latency bottleneck, particu…