AI Research Atlas

TileKernels (TileLang kernel library)

DeepSeek · 22 April 2026

Open library of dozens of TileLang kernels for MoE routing, FP8/FP4 quantization, Engram gating and mHC, aimed at near-peak GPU performance.

A DSL-based alternative to hand-written CUDA. It supports NVIDIA SM90/SM100 and, since 2026-09-30, Huawei Ascend, covering the V4-era building blocks (mHC, Engram). Inferred to have been released alongside V4 weights.

Date
Wednesday, 22 April 2026
Lab
DeepSeek
Kind
infra
Access
open weights

Date is the GitHub repo creation; the page does not state a link to V4. License not read.

Sources

  1. github.com/deepseek-ai/TileKernels
  2. api.github.com/orgs/deepseek-ai/repos?sort=created&direction=desc&per_page=30

This record was checked against its sources on 6 October 2026. How we check

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