MiniCPM-Llama3-V 2.5 is the latest edge-deployable multimodal large model released by the OpenBMB project. It has 8B parameters, supports multimodal interaction in over 30 languages, and surpasses many commercial closed-source models in overall multimodal performance. The model achieves efficient deployment on terminal devices through technologies such as model quantization, CPU, NPU, and compilation optimization, and boasts excellent OCR capabilities, trustworthy behavior, and multilingual support.