4-bit AWQ quantization of CodeLlama and DeepSeek-Coder largely preserves static-analysis measures of code quality on Java and Python tasks, with small readability and maintainability shifts.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Is Quantization a Deal-breaker? Empirical Insights from Large Code Models
4-bit AWQ quantization of CodeLlama and DeepSeek-Coder largely preserves static-analysis measures of code quality on Java and Python tasks, with small readability and maintainability shifts.