Enhancing LLM Serving with ZenTorch on AMD Gen5 CPUs

[Manoj-red-hat]

With the recent advancements in ZenTorch, PyTorch workloads have seen significant speedups, particularly on AMD's latest Genoa and Turin (Gen5) CPUs (Hugging Face + AMD blog). This presents a great opportunity for optimizing LLM inference on CPU-based deployments.

I am already working on this and can lead the effort to integrate ZenTorch into vLLM, enabling enhanced serving performance for users leveraging AMD’s latest hardware. This could provide a highly efficient, cost-effective solution for CPU-based LLM inference, especially in environments where GPUs are constrained.

Would love to discuss how we can collaborate on this!