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FA-98018 / Training label alignment / Member archive

Sequence-level labels are taken from the first token · case 03

Sequence-level labels are taken from the first token.

Member previewVariant 3 · 3 implementations · 7 checks per implementation

Case contract

For each sequence of token class IDs, return its most frequent class; ties choose the numerically smallest class. Empty sequences return -1.

Why this case matters

A small deterministic training-data operation makes label ownership and ordering explicit.

One recorded failure

Sample boundary fixture

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

Boundary fixtureActualExpectedOutcome
majority differs first[1][2]Failed

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