Unable to install llama-cpp-python Package in Python - Wheel Building Process gets Stuck

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I’m trying to install the llama-cpp-python package in Python, but I’m encountering an issue where the wheel building process gets stuck. Here’s the command I’m using to install the package:

pip3 install llama-cpp-python

The process gets stuck at this step:

Building wheel for llama-cpp-python (pyproject.toml)...

I’ve tried increasing the verbosity of the output with the -v option, but it didn’t provide any additional useful information. I’ve also tried installing an older version of the package, but I encountered the same issue.

I’ve confirmed that I have the latest versions of pip, setuptools, and wheel installed. My system resources (CPU, memory) also seem to be sufficient.

Here’s what I’ve tried so far:

  1. Increasing verbosity: Running pip install -v llama-cpp-python to get more details about what’s happening during the installation process.
  2. Installing an older package version: This was suggested as a potential solution, but it didn’t resolve the issue.
  3. Upgrading pip, setuptools, and wheel: Ensuring that I have the latest versions of these tools. Despite these efforts, I’m still unable to install the llama-cpp-python package. Has anyone encountered this issue before or have any suggestions for resolving it?

My Linux Version is: Ubuntu 22.04.3 LTS

Any help would be greatly appreciated! I really appreciate any help you can provide.

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I need to increase the RAM. I upgraded it to 16GB, and it's working now.