HPD-Parsing Achieves High-Throughput Document Parsing via Hierarchical Parallel Decoding

HPD-Parsing introduces a hierarchical parallel decoding scheme for document parsing that overcomes sequential bottlenecks, achieving a 94.91% accuracy on OmniDocBench and a remarkable throughput of 4,752 tokens per second.

2026-07-22 ~ 2026-07-23 · 2 related posts

• HPD-Parsing reaches 4,752 tokens/s by replacing page-wide autoregression — PaddlePaddle · 2026-07-22
• HPD-Parsing reaches 94.91% on OmniDocBench v1.6 with 4,752 TPS throughput — pmttyji · 2026-07-23