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From five broken transformers versions to 4.45 seconds on the board: getting Qwen2-VL-2B's vision tower onto an RK3588

Two days ago this model wouldn't even export. Today its vision tower runs on a real RK3588 board: a 392×392 image encoded in 4,445.68 ms (median of three independent processes), model load about 7.3 seconds, zero RKNN errors at runtime. This is a field note from the conversion chain — what broke, w…

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  1. 2026-11-13 01:18 · DEV Community — AI
    From five broken transformers versions to 4.45 seconds on the board: getting Qwen2-VL-2B's vision tower onto an RK3588

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