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    Vision transformer shrinks 54.5-fold in size, a post reports

    A post says the compressed model matched a full-precision result of 95.13% on a cross-village chilli test, but argues that the benefit of distillation remains unshown.

    AJ
    DZ
    2 Sources, 24d ago, first seen 24d ago

    TLDR

    A post reports that a vision transformer shrank from 327.42MB to 6.01MB while matching the full-precision (FP32) result of 95.13% on a cross-village chilli test. A same-size 8-bit (INT8) student model trained directly reached 94.87%, according to the post. The author calls the deployment win clear, but says the gain from distillation—training a student model to learn from another model—remains unshown.

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    2 Sources, first seen 24d ago

    Combined views

    13.7K

    2 Sources, first seen 24d ago

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    2 Sources

    @di_zhang_fduA compressed ViT shrank from 327.42MB to 6.01MB, a 54.5x cut, while matching 95.13% FP32 on a cross-village chilli test. A same-size INT8 student trained directly reached 94.87%. The deployment win is clear; the distillation gain remains unshown. https://arxiv.org/abs/2609.05334
    @jm_alexiaRT @di_zhang_fdu: A compressed ViT shrank from 327.42MB to 6.01MB, a 54.5x cut, while matching 95.13% FP32 on a cross-village chilli test.…

    2 Sources

    @di_zhang_fduA compressed ViT shrank from 327.42MB to 6.01MB, a 54.5x cut, while matching 95.13% FP32 on a cross-village chilli test. A same-size INT8 student trained directly reached 94.87%. The deployment win is clear; the distillation gain remains unshown. https://arxiv.org/abs/2609.05334
    @jm_alexiaRT @di_zhang_fdu: A compressed ViT shrank from 327.42MB to 6.01MB, a 54.5x cut, while matching 95.13% FP32 on a cross-village chilli test.…