January 2026: Delivered a high-performance MoRI-based all-to-all backend for vLLM distributed communication, enabling scalable expert-parallel configurations and quantization support on AMD ROCm platforms. Integrated MoRI kernels and extended configuration to support new distributed communication capabilities, with clear commit traceability and sign-off. No separate bug-fix entries were documented for this scope; feature delivery focused on enhancing distributed performance and scalability.

March 2025 monthly summary focusing on key accomplishments for sgl-lang project. Delivered ROCm-enabled MTP NextN support for AMD GPUs, expanding hardware coverage and establishing groundwork for AMD-specific performance improvements. Updated build and utility tooling to import ROCm kernel implementations and include necessary headers, enabling speculative decoding capabilities on ROCm-enabled devices. This work reduces divergence between CPU/GPU builds and positions the project for broader platform adoption and future GPU optimizations.