Larger language models do not reliably deliver higher accuracy on software tasks, and quantized large models can outperform full-precision medium models on energy and accuracy together.
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Language Models in Software Development Tasks: An Experimental Analysis of Energy and Accuracy
Larger language models do not reliably deliver higher accuracy on software tasks, and quantized large models can outperform full-precision medium models on energy and accuracy together.