MiniCPM-V 4.5 beats much larger models by focusing on efficiency instead of brute force. Instead, it combines (1) extreme video compression, (2) smarter OCR/document pretraining, (3) controllable fast/deep reasoning, and (4) efficient alignment. So an 8B model can outperform

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