This report synthesises findings from 8 peer-reviewed papers addressing the following research question: How does dynamic quantization of attention layers impact pass@1 scores on the HumanEval benchmark for code generation models. 9 claims were extracted from source literature; 9 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.7/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: How does dynamic quantization of attention layers impact pass@1 scores on the HumanEval benchmark for code generation models?Autonomous literature synthesis. Automated review score: 8.7/10. Full text and citation available at Assignee Research.