Blog

TL;DR Agentic workloads change the traffic an inference server sees. Unlike single-turn chat, an agent…

TL;DR Spyre becomes a native PyTorch device by connecting PyTorch's existing device, allocator, stream, and…

This post explores the FBTriton kernel design for Table Batched Embedding (TBE) forward and backward…

TL;DR If you need to decode or encode media, whether it's images, video, or audio,…

TL;DR The Accelerator Integration Working Group plays a vital role in standardizing how new hardware…

TL;DR In this blog post, we present our work on Jagged Flash Attention (JFA) —…

TL;DR PyTorch's Cross-Repository CI Relay (CRCR) gives out-of-tree accelerators a clean, scalable way to plug…

As deep learning models move rapidly from research prototypes into core enterprise infrastructure, the demand…

A framework you write yourself, tensors through transformers TL;DR Every mature systems project eventually needs…