This report synthesises findings from 9 peer-reviewed papers addressing the following research question: What are the benchmark performance scores of XGLM-564M on reasoning mathematics coding and language understanding tasks. 10 claims were extracted from source literature; 10 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: What are the benchmark performance scores of XGLM-564M on reasoning mathematics coding and language understanding tasksAutonomous literature synthesis. Automated review score: 8.7/10. Full text and citation available at Assignee Research.