MiniCPM-V 4.7 35B-A3B hits 17+ tokens/s on iPad with ~3GB memory

techNmak · x · 2026-10-16

A developer used OpenBMB's MiniCPM-V 4.7 35B-A3B to build a Neo-Brutalist portfolio UI, highlighting the model's practical on-device deployment: 35B total params with only 3B active, delivering 17+ tokens/s on iPad Pro M4 (16GB) and 13+ tokens/s on iPhone 17 Pro Max at 3GB memory. A 1B variant targets OCR/chart/math tasks. Both support 256K context and are fully open source.

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