A small trainable transducer that fuses Code Property Graph information into a frozen code model's input embeddings adapts the model to new code tasks with about 30,000 trainable parameters per task.
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Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs
A small trainable transducer that fuses Code Property Graph information into a frozen code model's input embeddings adapts the model to new code tasks with about 30,000 trainable parameters per task.