Syntactic specialization in language models emerges gradually during training, concentrates in particular layers, and appears to stabilize after roughly 16 million tokens.
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How Syntax Specialization Emerges in Language Models
Syntactic specialization in language models emerges gradually during training, concentrates in particular layers, and appears to stabilize after roughly 16 million tokens.