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Step 1 - Modify your Visual Studio Build Tools 2022 (Or Install It)

Step 2 - Verify / Install MSVC v143 + Windows 11 SDK

Step 3 - Install CUDA Toolkit 12.5

https://developer.nvidia.com/cuda-12-5-0-download-archive

Add the CUDA Toolkit 12.5 path to your system environment variables (and remove any old ones, they will break this.)

Step 4 - Go to triton-windows GitHub and READ IT.

https://github.com/woct0rdho/triton-windows/

Step 5 - Add this to your path system environment variable

Step 6 - Download the .whl file that corresponds to your python version (check triton github for portable install specific instructions)

https://github.com/woct0rdho/triton-windows/ (Click on Releases)

(do not use Triton ver.2!!! )

In my case it was 👇

pip install triton-3.1.0-cp310-cp310-win_amd64.whl

pip install sageattention

Reference from : https://purz.notion.site/Get-Windows-Triton-working-for-Mochi-6a0c055e21c84cfba7f1dd628e624e97But we are not only using this for Mochi. This can be use for other AI Video Models.