Documentation History

This page records documentation changes by release.

For runtime, API, and compatibility changes, see GitHub Releases.

The current docs site history starts at 0.2.2.

0.2.7

• Updated the installation and compatibility guidance for the MUSA SDK 5.2.0 build baseline.

• Added FlashAttention forward support for chunked large head dimensions, including Gemma 512-512 attention.

• Added FlashMLA metadata support for arbitrary batch sizes, including the additional multi-batch cases covered by the release tests.

• Added KDA state-pool support.

• Added FlashInfer Norm API reference.

• Extended the DeepGEMM wrapper with cuBLASLt-style GEMM, M-grouped and K-grouped FP8 interfaces, scale-layout helpers, and disable_ue8m0_cast=True compatibility. The wrapper page documents its MUSA-specific behavior and limits.

• Fixed hangs in affected MUTLASS S4FP8 decode scenarios.

• Extended the SageAttention wrapper with dense FP8/FP16 compatibility names and a varlen entry point. The wrapper page documents which arguments are signature-compatible only and which MATE paths execute.

• Added MSA notes for indexer behavior and short-query metadata handling.

• Added the Glossary page for core MATE terms.

• Documented the MATE_DRY_RUN developer and diagnostic option in the environment-variable reference.

0.2.6

• Updated Installing MATE and the repository README with the 0.2.6 compatibility baseline and package-install guidance.

• Added MUTLASS S4FP8 masked GroupGEMM coverage to GEMM.

• Expanded the FlashAttention wrapper and DeepGEMM wrapper, including related GEMM and Python APIs coverage.

• Added the FlashInfer wrapper and FlashInfer API reference for GEMM, FP8 MLA RoPE quantization, and sparse decode, together with the native Sparse MLA APIs and an end-to-end FP8 example.

• Added the Development Environment page and TileLang 0.1.12 installation guidance.

0.2.5

• Added Kimi Delta Attention (KDA) decode coverage to Python APIs and KDA.

• Expanded Attention for FMHA only_qv and MLA head-ratio coverage.

• Added MSA direct APIs and the MSA/fmha_sm100 wrapper for MiniMax Sparse Attention (MSA) workflows on MUSA.

• Updated Installing MATE for the MUSA simple package index.

• Added MUBIN artifact management commands to Command Line Interface.

• Refined FlashMLA/DenseMLA support for multiple head-ratio configurations.

0.2.4

• Updated Installing MATE for wrapper-first pip installation, including automatic mate dependency installation.

• Added W4A8 mixed-dtype MoE GEMM to Python APIs and GEMM.

• Added Mega MoE to Python APIs and Mega MoE.

0.2.3

• Expanded the docs set around Overview, Installing MATE, Wrappers, Diagnostic Overview, Command Line Interface, Design and Architecture, and Python APIs.

• Added wrapper pages for FlashAttention, SageAttention, FlashMLA, FlashKDA, and DeepGEMM.

• Added API pages for Attention, GEMM, HyperConnection, and KDA.

• Moved Command Line Interface, Environment Variables, and GDN Support Matrix into the Sphinx site structure.

0.2.2

• Established the initial public docs baseline in the home page and the early API set.

• Added the HyperConnection API page.

• Updated FlashAttention and GDN Support Matrix.

• Refreshed the home page structure.