Get Started
Overview Installing Tenstorrent Software Manual Installation Deploy LLMs Learn by Building
Software
TT-Forge TT-NN TT-Lang TT-MLIR TT-Metalium
Hardware
Blackhole Blackhole™ PCIe Cards TT-QuietBox TT-QuietBox 2 Wormhole Wormhole™ PCIe Cards TT-QuietBox TT-LoudBox™
Tools
TT-Inference-Server TT-Studio TT-SMI TT-Toplike TT-NN Visualizer TT-Topology TT-VSCode-Toolkit TT-Blacksmith
Resources
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Introduction

Introduction

User Guide

Getting Started
Working with Docker Images
Running Virtualized Ubuntu VM on macOS
Testing
Lit testing
EmitC testing

Tools

Tools
ttmlir-opt
ttmlir-translate
ttrt
EmitPy
tt-alchemist
ttnn-standalone
TT-Explorer
TT-Explorer UI
tt-explorer CLI
tt-explorer - API
tt-explorer - Project Architecture
ttir-builder
Adding a new op to ttir-builder
stablehlo-builder
Builder Testing

Internals

Optimizer
PyKernel Guide
ttnn.jit
Creating Bug Repros for TTNN Using TT-MLIR Codegen
Python Bindings
Flatbuffers
LLVM Dependency Update

Code Documentation

Project Structure
Namespaces
Dialects Overview
Guidelines
TT-MLIR Coding Guidelines
TTNN Dialect Contribution Guidelines
Adding an Op
Adding OpConstraints and OpRuntime APIs to TTNN Operations
Decomposing an Op in TTIR
Docs & Doxygen
Specifications
Runtime Stitching
Tensor Layout
TTNN Tensor Layout
Device
TTNN Optimizer

Project

CI
Additional Reading
Contributor Covenant Code of Conduct

TT-MLIR

Index

Index

© Copyright 2025, Tenstorrent AI ULC. Last updated on Jul 02, 2026.

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