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The error messages are confusing, but this behavior is intentional for cupy-wheel. This package only contains a short script to auto-detect the right cupy package to install, and the script always needs to be run as a source install rather than a wheel install. pip makes it really hard to disable the wheel cache, so giving the cached wheels invalid names looks like it's a clunky workaround.

You can ignore these errors as long as the install works fine in the end.

If you would like to avoid the errors, you can pick the right cupy package to install directly. For most people this is currently pip install cupy-cuda11x or pip install spacy[cuda11x] for CUDA 11.2+.

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Answer selected by masterparser
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install Installation issues gpu Using spaCy on GPU
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