Applications
Ray Data LLM enables 2x throughput over vLLM’s synchronous LLM engine at production-scale
Ray Data LLM, developed by Anyscale, achieves 2x higher throughput compared to vLLM's synchronous LLM engine when operating at production scale. This performance improvement likely stems from Ray Data
Ray Data LLM, developed by Anyscale, achieves 2x higher throughput compared to vLLM's synchronous LLM engine when operating at production scale. This performance improvement likely stems from Ray Data LLM's asynchronous processing capabilities and optimized data handling for large language model inference workloads. The advancement demonstrates improvements in serving efficiency for production-grade LLM deployments.
Source: Anyscale/Ray | 2026-05-29