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sci-ml/bitsandbytes

k-bit quantization (QLoRA) and 8-bit optimizers for PyTorch

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  • bitsandbytes-0.49.2
    ~amd64
    rocm python_single_target_python3_12 python_single_target_python3_13 debug +amdgpu_targets_gfx908 +amdgpu_targets_gfx90a +amdgpu_targets_gfx942 +amdgpu_targets_gfx1030 +amdgpu_targets_gfx1100 +amdgpu_targets_gfx1101 +amdgpu_targets_gfx1200 +amdgpu_targets_gfx1201 amdgpu_targets_gfx803 amdgpu_targets_gfx900 amdgpu_targets_gfx906 amdgpu_targets_gfx940 amdgpu_targets_gfx941 amdgpu_targets_gfx1010 amdgpu_targets_gfx1011 amdgpu_targets_gfx1012 amdgpu_targets_gfx1031 amdgpu_targets_gfx1102 amdgpu_targets_gfx1103 amdgpu_targets_gfx1150 amdgpu_targets_gfx1151

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ChangeLog

commit 0f5e06ebaaa049de379b0040fa0c54151787e2d9
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Sun Jul 5 14:42:10 2026 +0200

sci-ml/bitsandbytes: condense the build-backend comments

commit 561af98ec6b5e1cb3f5a8827cf36412bdfd25513
Author: Ivan S. Titov <iohann.s.titov@gmail.com>
Date: Sat Jul 4 13:18:44 2026 +0200

sci-ml/bitsandbytes: new package, add 0.49.2

k-bit quantization (QLoRA) and 8-bit optimizers for PyTorch — the load-bearing
enabler for the LlamaFactory fine-tuning cluster. Default COMPUTE_BACKEND=cpu;
USE=rocm builds the HIP backend. Both the CPU backend (build+import) and the
ROCm backend (build, HIP Targets gfx1150 via AMDGPU_TARGETS -> libbitsandbytes_
rocm72.so) are verified here.

Upstream drives CMake from setup.py's build_cmake via the scikit-build-core
setuptools shim (wheel.cmake=false; the CMakeLists has no install() rule and
emits libbitsandbytes_<backend>.so straight into the package dir), so the
ebuild uses DISTUTILS_USE_PEP517=standalone rather than the eclass's
scikit-build-core value; the ROCm backend is selected via CMAKE_ARGS.