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A transformer applied to images by splitting each image into fixed-size patches, embedding each patch as a token, and running the standard self-attention stack over the patch sequence. ViTs match or beat convolutional networks on large datasets and now power many production image classifiers and multimodal models.
Multimodal AI roles (AI engineer, AI safety engineer working on vision content) need fluency in how images become tokens and where attention happens.
A transformer applied to images by splitting each image into fixed-size patches, embedding each patch as a token, and running the standard self-attention stack over the patch sequence. ViTs match or beat convolutional networks on large datasets and now power many production image classifiers and multimodal models.
Multimodal AI roles (AI engineer, AI safety engineer working on vision content) need fluency in how images become tokens and where attention happens.
Definitions are original explanations written for career development purposes. For authoritative technical definitions, refer to NIST, ISO, or the relevant standards body.
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