Cuml-cu11 installation issues on Macbook

I am trying to install cuml-cu11 on my mac, this installation is a part from DINO V2 github repository (Related to meta research) cloning and testing.
I have Anaconda installed on my Macbook, along with 5 different virtual environments with different version of Python (3.8.18, 3.9.18, 3.10.13, 3.11.7, 3.12.0), I have tried to install cuml-cu11 on all virtual environment with the following command pip install --no-cache-dir --extra-index-url https://pypi.nvidia.com cuml-cu11 but I get the same error everytime:

(venv39) ➜  dinov2 git:(main) ✗ pip install --no-cache-dir --extra-index-url https://pypi.nvidia.com cuml-cu11
Looking in indexes: https://pypi.org/simple, https://pypi.nvidia.com
Collecting cuml-cu11
  Downloading cuml-cu11-23.12.0.tar.gz (6.8 kB)
  Preparing metadata (setup.py) ... error
  error: subprocess-exited-with-error
  
  × python setup.py egg_info did not run successfully.
  │ exit code: 1
  ╰─> [16 lines of output]
      Traceback (most recent call last):
        File "<string>", line 2, in <module>
        File "<pip-setuptools-caller>", line 34, in <module>
        File "/private/var/folders/y2/_9y9d4q913735c5_x05swk9h0000gp/T/pip-install-6g_bq471/cuml-cu11_4f5a413275ef4f289b52786189985a22/setup.py", line 137, in <module>
          raise RuntimeError(open("ERROR.txt", "r").read())
      RuntimeError:
      ###########################################################################################
      The package you are trying to install is only a placeholder project on PyPI.org repository.
      This package is hosted on NVIDIA Python Package Index.
      
      This package can be installed as:
      ```
      $ pip install --no-cache-dir --extra-index-url https://pypi.nvidia.com cuml-cu11
      ```
      ###########################################################################################
      
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: metadata-generation-failed

× Encountered error while generating package metadata.
╰─> See above for output.

note: This is an issue with the package mentioned above, not pip.
hint: See above for details.

I was going back and forth here and on stackoverflow to find any possible solution, but what I only found is that people are struggling with the same issue and there is no effective solution.

Can I get any help here?

CUDA and therefore cuml is not supported on mac.

For general requests around RAPIDS (cuml is part of RAPIDS) see here, including recommended support avenues.