Is Weight Tying Still Beneficial for Decoder-Only LLMs in Private Settings Under DP-SGD?
Untied embeddings beat weight tying for decoder-only LLMs under DP-SGD, raising accuracy and cutting memory by over 60%.
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Untied embeddings beat weight tying for decoder-only LLMs under DP-SGD, raising accuracy and cutting memory by over 60%.
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