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name: output_label_mapping description: Convert frozen source-model logits or predictions to target classes with AutoVP label mapping strategies.

Output Label Mapping

Use this skill for AutoVP FreqMap, IterMap-style refreshes, SemanticMap planning, or FullyMap linear logit mapping.

Inputs

Source predictions/logits, target labels, mapping multiplicity, optional class embeddings, and optional linear weights.

Outputs

Target-to-source mappings, target predictions, or mapped target logits.

Workflow

For FreqMap, count source predictions per target and choose deterministic top source labels. For IterMap, recompute FreqMap after prompt updates. For FullyMap, compute W L_s + b. Keep tie-breaking reproducible.

Validation

Run included deterministic tests.