@hliuca Nvidia provides an option to install prebuilt transformer engine binaries through pypi. For AMD to achieve parity on user experience that wanna use prebuilt binaries with pypi instead docker, amd should provide this option too ```bash pip install transformer_engine[pytorch] ``` https://pypi.org/project/transformer-engine/ https://github.com/nvidia/TransformerEngine?tab=readme-ov-file#pip <img width="964" alt="Image" src="https://github.com/user-attachments/assets/15bdf895-03d8-4074-9882-52b2d6e7f6ae" />