TLX

For developersNovember 10, 2026, 17:59

Meta Introduces TLX, a Hardware-Native Compiler for GPU Workloads

Meta has detailed Triton Low-Level Extensions, or TLX, an extension to Triton designed to improve GPU performance in production machine learning workloads. TLX gives…

Research

ResearchOctober 2, 2026, 00:26

Meta's TLX Jagged Flash Attention Beats FA4 on Blackwell With 3x Less Code

Meta's team has built a Jagged Flash Attention (JFA) kernel for NVIDIA Blackwell B200 using TLX (Triton Low-level Extensions). According to the PyTorch blog post, it…