Created
August 23, 2023 22:00
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llama.cpp docker cublas make it go fast
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docker rm -f rocm | |
sudo docker run -d \ | |
--name=rocm \ | |
--privileged \ | |
-v /dev:/dev \ | |
-v /mnt/persist/work/rocm:/home/rocm-user \ | |
--security-opt seccomp=unconfined \ | |
--group-add video \ | |
rocm/rocm-terminal \ | |
bash -c "sleep infinity" | |
docker exec --user 0 -it rocm bash -c "mkdir -p /mnt/models && mount /dev/disk/by-partlabel/EXT_STORAGE /mnt/models/" | |
docker exec -it rocm bash | |
sudo apt update | |
sudo apt install pkg-config build-essential | |
git clone --recurse-submodules https://github.com/KhronosGroup/OpenCL-SDK.git | |
mkdir -p OpenCL-SDK/build | |
cd OpenCL-SDK/build | |
cmake .. -DBUILD_DOCS=OFF \ | |
-DBUILD_EXAMPLES=OFF \ | |
-DBUILD_TESTING=OFF \ | |
-DOPENCL_SDK_BUILD_SAMPLES=OFF \ | |
-DOPENCL_SDK_TEST_SAMPLES=OFF | |
cmake --build . --config Release -j8 | |
sudo cmake --install . --prefix /usr/local | |
git clone https://github.com/CNugteren/CLBlast.git | |
mkdir -p CLBlast/build | |
cd CLBlast/build | |
cmake .. -DBUILD_SHARED_LIBS=OFF -DTUNERS=OFF -DCMAKE_POSITION_INDEPENDENT_CODE=ON | |
cmake --build . --config Release -j8 | |
sudo cmake --install . --prefix /usr/local | |
git clone https://github.com/ggerganov/llama.cpp -b dadbed99e65252d79f81101a392d0d6497b86caa | |
make LLAMA_CLBLAST=1 -j8 | |
rm models || true | |
ln -fs /mnt/models/backup/models/llama ./models | |
Remove --threads option | |
Change num gpu layers to 42 (or whatever the maximum is) |
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