GPU Infrastructure Inference Optimization Model serving

TileKernels

Open-source TileLang kernels for DeepSeek workloads

An open-source collection of high-performance GPU kernels written with TileLang, covering components such as Engram, mHC, MoE routing, and FP4/FP8 operations for NVIDIA SM90 and SM100 GPUs.

Recent stories

1 linked story

releasePRIMARY2026-04-23

DeepSeek releases Tile Kernels with Engram, mHC, and FP4/FP8 ops for SM90 and SM100 GPUs

DeepSeek published Tile Kernels, an open-source TileLang repo covering Engram, mHC, MoE routing, and FP4/FP8 kernels, with claims that some are already used in internal training and inference. That matters because it exposes reusable low-level performance work behind DeepSeek’s stack instead of keeping the kernels fully private.