abetlen / abetlen/llama-cpp-python

Cannot install current version of llama-cpp-python 0.3.16 on Windows (backend independent)

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# Prerequisites

Please answer the following questions for yourself before submitting an issue.

- [x] I am running the latest code (`Version 0.3.16`).
- [x] I carefully followed the [README.md](https://github.com/abetlen/llama-cpp-python/blob/main/README.md).
- [x] I [searched using keywords relevant to my issue](https://docs.github.com/en/issues/tracking-your-work-with-issues/filtering-and-searching-issues-and-pull-requests) to make sure that I am creating a new issue that is not already open (or closed).
- [x] I reviewed the [Discussions](https://github.com/abetlen/llama-cpp-python/discussions), and have a new bug or useful enhancement to share.

# Expected Behavior

When installing `llama-cpp-python` with the respective environment variables mentioned in the docs set, the installation of the dependency should succeed.

# Current Behavior

The installation failed. See the error log below.

# Environment and Context

Environment variables:

- `CMAKE_GENERATOR=MinGW Makefiles`
- `CMAKE_ARGS=-DGGML_OPENBLAS=on -DGGML_BLAS=ON -DGGML_BLAS_VENDOR=OpenBLAS -DGGML_OPENBLAS=on -DCMAKE_C_COMPILER=E:/Development/w64devkit/bin/gcc.exe -DCMAKE_CXX_COMPILER=E:/Development/w64devkit/bin/g++.exe`

I also tried this with Vulkan and ROCm backend and got exactly the same error.

System and dependency information:

* AMD Ryzen 7 7800X3D
* AMD 7900 XTX
* Operating System: `Windows`
* Python version: `3.13.6`
* w64devkit version: `2.4.0`
* make version: `GNU Make 4.4.1
Built for x86_64-w64-mingw32`
* g++ version: `g++.exe (GCC) 15.2.0`

# Failure Information (for bugs)

The installation failed (see error log below). The error stays the same no matter what backend (OpenBLAS, Vulkan, ROCm) is chosen

# Steps to Reproduce

1. Set the environment variables as mentioned above
2. Install the dependency via `pip` or any other package manager (I use `uv sync`)
3. See the failing error message

# Failure Logs

```
[ 38%] Linking CXX shared library ..\..\..\..\bin\ggml-cpu.dll
cd /d C:\Users\Tobias\AppData\Local\Temp\tmppea8rsz0\build\vendor\llama.cpp\ggml\src &&
C:\Users\Tobias\AppData\Local\uv\cache\builds-v0\.tmpqQBqx0\Lib\site-packages\cmake\data\bin\cmake.exe -E
cmake_link_script CMakeFiles\ggml-cpu.dir\link.txt --verbose=1
C:\Users\Tobias\AppData\Local\uv\cache\builds-v0\.tmpqQBqx0\Lib\site-packages\cmake\data\bin\cmake.exe -E rm -f
CMakeFiles\ggml-cpu.dir/objects.a
E:\Development\w64devkit\bin\ar.exe qc CMakeFiles\ggml-cpu.dir/objects.a @CMakeFiles\ggml-cpu.dir\objects1.rsp
E:\Development\w64devkit\bin\g++.exe -O3 -DNDEBUG -shared -o ..\..\..\..\bin\ggml-cpu.dll
-Wl,--out-implib,libggml-cpu.dll.a -Wl,--major-image-version,0,--minor-image-version,0 -Wl,--whole-archive
CMakeFiles\ggml-cpu.dir/objects.a -Wl,--no-whole-archive @CMakeFiles\ggml-cpu.dir\linkLibs.rsp
make[2]: Leaving directory 'C:/Users/Tobias/AppData/Local/Temp/tmppea8rsz0/build'
make[1]: Leaving directory 'C:/Users/Tobias/AppData/Local/Temp/tmppea8rsz0/build'

CMake Warning (dev) at CMakeLists.txt:21 (install):
Target ggml has PUBLIC_HEADER files but no PUBLIC_HEADER DESTINATION.
Call Stack (most recent call first):
CMakeLists.txt:109 (llama_cpp_python_install_target)
This warning is for project developers. Use -Wno-dev to suppress it.

E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x31df):
undefined reference to `GOMP_barrier'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x44fd):
undefined reference to `GOMP_barrier'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x4587):
undefined reference to `GOMP_barrier'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x4f95):
undefined reference to `GOMP_barrier'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x5aad):
undefined reference to `GOMP_single_start'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x5ab6):
undefined reference to `GOMP_barrier'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x5abb):
undefined reference to `omp_get_thread_num'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x5ae1):
undefined reference to `omp_get_num_threads'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x6b40):
undefined reference to `GOMP_parallel'
E:\Development\w64devkit\bin/ld.exe: CMakeFiles\ggml-cpu.dir/objects.a(ggml-cpu.c.obj):ggml-cpu.c:(.text+0x90c):
undefined reference to `GOMP_barrier'
collect2.exe: error: ld returned 1 exit status
make[2]: *** [vendor\llama.cpp\ggml\src\CMakeFiles\ggml-cpu.dir\build.make:341: bin/ggml-cpu.dll] Error 1
make[1]: *** [CMakeFiles\Makefile2:350: vendor/llama.cpp/ggml/src/CMakeFiles/ggml-cpu.dir/all] Error 2
make: *** [Makefile:135: all] Error 2

*** CMake build failed

hint: This usually indicates a problem with the package or the build environment.
```

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