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Loss denominator counts inputs instead of supervised targets · case 03

Loss denominator counts inputs instead of supervised targets.

Member previewVariant 3 · 3 implementations · 6 checks per implementation

Case contract

For labels and an aligned mask, count true mask entries at target indexes labels[1:]. Short masks contribute only where present.

Why this case matters

A small deterministic token-stream contract makes next-token alignment errors inspectable.

One recorded failure

Sample boundary fixture

This sample comes from the broken implementation of a controlled reproducer.

Boundary fixtureActualExpectedOutcome
trailing context excluded32Failed

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