Because the default pip command now frequently points to CUDA 13.0, users wishing to use the 12.6 runtime must specify the dedicated PyTorch wheel index .
Some of the key features of CUDA 12.6 include: pytorch cuda 12.6 news
: If you are using a newer Blackwell GPU, you should bypass 12.6 and use CUDA 12.8 or 13.0 to take full advantage of the hardware's native compute capabilities. Get Started - PyTorch Because the default pip command now frequently points
pip install torch commands, CUDA 12.6 binaries remain available through the official PyTorch download index : Method Command Pip (Stable) pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu126 Conda conda install pytorch torchvision torchaudio pytorch-cuda=12.6 -c pytorch -c nvidia Why Use CUDA 12.6 in 2026? Old Hardware Support pytorch cuda 12.6 news