Large Language Models (LLMs) have presented impressive performance across several
transformative tasks. However, it is non-trivial to efficiently utilize large-scale cluster …

We present the design, implementation and engineering experience in building and
deploying MegaScale, a production system for training large language models (LLMs) at the …

Intra-host networks, including heterogeneous devices and interconnect fabrics, have
become increasingly complex and crucial. However, intra-host networks today do not …

With the development of datacenter networks (DCNs) towards high bandwidth and low
latency, the demands of high-level datacenter applications are heading towards high …

We present the design, implementation and engineering experience in building and
deploying MegaScale, a production system for training large language models (LLMs) at the …