Unified embedding subpackage + unimodal reuse + unified mode for Transformer/Mamba/Jamba#881

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Rian354 wants to merge 2 commits intosunlabuiuc:masterfrom

Multimodal-PyHealth:ra/aligned-processors

Commits on Mar 3, 2026

Consolidate embedding models into models/embedding/ subpackage
Rian354
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Wire unimodal embeddings into unified mode, add unified mode to downstream models
Rian354
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