TokAlign aligns source and target BPE token vocabularies using GloVe co-occurrence embeddings and re-initializes LLM embeddings, recovering within 5k steps and enabling token-level distillation.
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TokAlign: Efficient Vocabulary Adaptation via Token Alignment
TokAlign aligns source and target BPE token vocabularies using GloVe co-occurrence embeddings and re-initializes LLM embeddings, recovering within 5k steps and enabling token-level distillation.