In the readme of the wheel's repo, it is indicated that the GPU version is limited to the 1.7.2 due to this kyamagu/faiss-wheels#57 So the solutions that I see (not tested) are either the one from @enaserianhanzaei or to download the wheel files and installing it locally on colab...