The 35B-A3B model scored 90.4 on OCRBench, exceeding Qwen3.6 35B-A3B by 5.2 points even while using 16x hybrid visual token compression. OpenBMB validated the series across 34 benchmarks for STEM reasoning and long-video comprehension, providing day-0 adaptations for Apple, Intel, AMD, Arm, and Rockchip hardware. The models are available for download and deployment on GitHub and Hugging Face.
