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17 casos: helpers de tokenizacion/mapeo, schema basico con head_pos/tail_pos, fallback por head_text, threshold, max_pairs, self-loops, ImportError, cache, device='auto'. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>