In Llama-based code models, programming languages are represented through an English-like intermediate token space, with language-specific neurons concentrated in bottom layers and exclusive PL neurons in top layers; closely aligned languages such as C# and Java resist neuron identification.
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How Programming Concepts and Neurons Are Shared in Code Language Models
In Llama-based code models, programming languages are represented through an English-like intermediate token space, with language-specific neurons concentrated in bottom layers and exclusive PL neurons in top layers; closely aligned languages such as C# and Java resist neuron identification.