MD Zahidul Haque

Quantize with Confidence? An Empirical Study of Quantization for Code Generation

Six state-of-the-art quantization methods are evaluated on two representative large code model families using the multilingual McEval and CoderEval benchmarks for Python and Java to provide practical guidance for selecting quantization strategies for deploying large code models on resource-constrained hardware.