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A Collapsed Encoder Scores a Perfect 1.0 on Alignment

NT-Xent — InfoNCE, the loss behind SimCLR and most embedding models — asks each view of an item to pick its partner out of a line-up. The line-up is the rest of the batch . 👉 Live, every number measured in your browser: https://dev48.in/dl/day82-contrastive-loss.html That clause is not a footnote.…

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  1. 2026-11-03 08:24 · DEV Community — Machine Learning
    A Collapsed Encoder Scores a Perfect 1.0 on Alignment

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