SCALING TRILLION-PARAMETER MODELS WITH PP

Summary from the TLDR AI newsletter

SGLang's Chunked Pipeline Parallelism enables efficient ultra-long context inference at scale. By combining dynamic chunking with asynchronous communication, its PP4 TP8 setup achieved higher throughput on large clusters.