June 2026 monthly summary for ROCm/aiter. Key features delivered: Introduced MM M3 MoE tuning configurations for the Aiter framework, including tuning parameters for the 129/5 configuration to optimize performance and model execution. Major bugs fixed: none reported this month. Overall impact: enabled more efficient MM M3 MoE inference and configuration-driven optimization, improving throughput and resource utilization for production workloads; lays groundwork for broader MoE tuning in future sprints. Technologies/skills demonstrated: MoE tuning, performance optimization, configuration management, ROCm/Aiter integration, commit-driven development with traceable changes (e.g., 2da35ecc44eedb6a3e3dc652e63d87d85cc7f161) and signed-off-by/co-authored patterns.

Month: 2025-08 — Focused on expanding FP8 quantization test coverage for RMS normalization fused operations in ROCm/aiter. Delivered FP8 support validation by updating tests to accept FP8 data types and ensuring the fused RMS normalization path produces correct results with FP8 precision. Core changes are anchored by commit a60d25a9f06471cd9d62f29a70c14813943e9661 (add fp8 test for rms_fuse_quant (#715)). Impact includes reduced risk for FP8 deployments, improved confidence in FP8 inference, and stronger test coverage for a critical fused-ops path. Technologies/skills demonstrated include FP8 quantization, RMS normalization, fused-ops testing, test framework enhancements, and repository ROCm/aiter."