docker: allow installing pip packages system-wide #11437

rare-magma · 2025-01-26T21:46:47Z

This will allow installing pip packages system-wide in the python libraries install step. Ubuntu 24.04 has a version of python that includes https://peps.python.org/pep-0668/#keep-the-marker-file-in-container-images which caused the error mentioned in #11422 (comment)
The same install logic is already applied in the rocm image: https://github.com/ggerganov/llama.cpp/blob/master/.devops/rocm.Dockerfile#L83-L84

Signed-off-by: rare-magma <rare-magma@posteo.eu>

rare-magma · 2025-01-26T21:48:10Z

build log:

podman build -t llama-cpp-vulkan:full --target full -f .devops/vulkan.Dockerfile .

[1/3] STEP 1/8: FROM ubuntu:24.04 AS build
[1/3] STEP 2/8: RUN apt update && apt install -y git build-essential cmake wget
--> Using cache ac7669e2589adba624841bf52952e4cca64c1b9085e228c918e9e1f529606db7
--> ac7669e2589a
[1/3] STEP 3/8: RUN wget -qO - https://packages.lunarg.com/lunarg-signing-key-pub.asc | apt-key add - &&     wget -qO /etc/apt/sources.list.d/lunarg-vulkan-noble.list https://packages.lunarg.com/vulkan/lunarg-vulkan-noble.list &&     apt update -y &&     apt-get install -y vulkan-sdk libcurl4-openssl-dev curl
--> Using cache e2614830cb56712c3938035c063974ceeaaf355f4e6e8b847e412b6dba8e480b
--> e2614830cb56
[1/3] STEP 4/8: WORKDIR /app
--> Using cache f044f6037dccd083505c7d74f35c8cb103d5a740f05cc7204f33191f28ce303c
--> f044f6037dcc
[1/3] STEP 5/8: COPY . .
--> b2e1814b10a1
[1/3] STEP 6/8: RUN cmake -B build -DGGML_NATIVE=OFF -DGGML_VULKAN=1 -DLLAMA_CURL=1 &&     cmake --build build --config Release -j$(nproc)
-- The C compiler identification is GNU 13.3.0
-- The CXX compiler identification is GNU 13.3.0
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Check for working C compiler: /usr/bin/cc - skipped
-- Detecting C compile features
-- Detecting C compile features - done
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Check for working CXX compiler: /usr/bin/c++ - skipped
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Found Git: /usr/bin/git (found version "2.43.0") 
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD
-- Performing Test CMAKE_HAVE_LIBC_PTHREAD - Success
-- Found Threads: TRUE  
-- Warning: ccache not found - consider installing it for faster compilation or disable this warning with GGML_CCACHE=OFF
-- CMAKE_SYSTEM_PROCESSOR: x86_64
-- Including CPU backend
-- Found OpenMP_C: -fopenmp (found version "4.5") 
-- Found OpenMP_CXX: -fopenmp (found version "4.5") 
-- Found OpenMP: TRUE (found version "4.5")  
-- x86 detected
-- Adding CPU backend variant ggml-cpu: -msse4.2;-mf16c;-mfma;-mavx;-mavx2 GGML_SSE42;GGML_F16C;GGML_FMA;GGML_AVX;GGML_AVX2
-- Found Vulkan: /usr/lib/x86_64-linux-gnu/libvulkan.so (found version "1.4.304") found components: glslc glslangValidator 
-- Vulkan found
-- GL_KHR_cooperative_matrix supported by glslc
-- GL_NV_cooperative_matrix2 supported by glslc
-- Including Vulkan backend
-- Found CURL: /usr/lib/x86_64-linux-gnu/libcurl.so (found version "8.5.0")  
-- Configuring done (1.1s)
-- Generating done (0.2s)
-- Build files have been written to: /app/build
[  0%] Generating build details from Git
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[  5%] Building C object ggml/src/CMakeFiles/ggml-base.dir/ggml-quants.c.o
-- Found Git: /usr/bin/git (found version "2.43.0") 
[  6%] Building CXX object ggml/src/ggml-vulkan/vulkan-shaders/CMakeFiles/vulkan-shaders-gen.dir/vulkan-shaders-gen.cpp.o
[  6%] Building CXX object common/CMakeFiles/build_info.dir/build-info.cpp.o
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[  7%] Built target ggml-base
[  7%] Generate vulkan shaders
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/app/ggml/src/ggml-vulkan/ggml-vulkan.cpp: In function 'void ggml_vk_create_pipeline_func(vk_device&, vk_pipeline&, std::string, size_t, const void*, std::string, uint32_t, uint32_t, std::array<unsigned int, 3>, std::vector<unsigned int>, uint32_t, bool, bool, uint32_t)':
/app/ggml/src/ggml-vulkan/ggml-vulkan.cpp:777:102: warning: unused parameter 'name' [-Wunused-parameter]
  777 | static void ggml_vk_create_pipeline_func(vk_device& device, vk_pipeline& pipeline, const std::string name, size_t spv_size, const void* spv_data, const std::string entrypoint,
      |                                                                                    ~~~~~~~~~~~~~~~~~~^~~~
/app/ggml/src/ggml-vulkan/ggml-vulkan.cpp:778:77: warning: unused parameter 'push_constant_size' [-Wunused-parameter]
  778 |                                          uint32_t parameter_count, uint32_t push_constant_size, std::array<uint32_t, 3> wg_denoms, std::vector<uint32_t> specialization_constants,
      |                                                                    ~~~~~~~~~^~~~~~~~~~~~~~~~~~
/app/ggml/src/ggml-vulkan/ggml-vulkan.cpp:779:51: warning: unused parameter 'align' [-Wunused-parameter]
  779 |                                          uint32_t align, bool disable_robustness, bool require_full_subgroups, uint32_t required_subgroup_size) {
      |                                          ~~~~~~~~~^~~~~
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[ 92%] Building CXX object pocs/vdot/CMakeFiles/llama-vdot.dir/vdot.cpp.o
[ 92%] Built target test-backend-ops
[ 92%] Building CXX object pocs/vdot/CMakeFiles/llama-q8dot.dir/q8dot.cpp.o
[ 92%] Built target llama-speculative
[ 92%] Linking CXX executable ../../bin/llama-minicpmv-cli
[ 92%] Built target llama-perplexity
[ 92%] Built target llama-llava-cli
[ 92%] Built target llama-minicpmv-cli
[ 92%] Linking CXX executable ../../bin/llama-export-lora
[ 93%] Linking CXX executable ../../bin/llama-qwen2vl-cli
[ 94%] Linking CXX executable ../../bin/llama-cvector-generator
[ 95%] Linking CXX executable ../../bin/llama-vdot
[ 95%] Built target llama-export-lora
[ 96%] Linking CXX executable ../bin/test-json-schema-to-grammar
[ 97%] Linking CXX executable ../../bin/llama-q8dot
[ 97%] Built target llama-qwen2vl-cli
[ 97%] Built target llama-vdot
[ 97%] Built target llama-cvector-generator
[ 97%] Built target llama-q8dot
[ 97%] Built target test-json-schema-to-grammar
[ 98%] Linking CXX executable ../../bin/llama-cli
[ 98%] Built target llama-cli
[ 99%] Linking CXX executable ../../bin/llama-bench
[ 99%] Built target llama-bench
[100%] Linking CXX executable ../../bin/llama-tts
[100%] Built target llama-tts
[100%] Linking CXX executable ../../bin/llama-run
[100%] Built target llama-run
[100%] Linking CXX executable ../bin/test-chat-template
[100%] Built target test-chat-template
[100%] Linking CXX executable ../../bin/llama-server
[100%] Built target llama-server
--> 8eeeb0fc5086
[1/3] STEP 7/8: RUN mkdir -p /app/lib &&     find build -name "*.so" -exec cp {} /app/lib \;
--> f8396c7335c6
[1/3] STEP 8/8: RUN mkdir -p /app/full     && cp build/bin/* /app/full     && cp *.py /app/full     && cp -r gguf-py /app/full     && cp -r requirements /app/full     && cp requirements.txt /app/full     && cp .devops/tools.sh /app/full/tools.sh
--> 223c9ba160ff
[2/3] STEP 1/3: FROM ubuntu:24.04 AS base
[2/3] STEP 2/3: RUN apt-get update     && apt-get install -y libgomp1 curl libvulkan-dev     && apt autoremove -y     && apt clean -y     && rm -rf /tmp/* /var/tmp/*     && find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete     && find /var/cache -type f -delete
--> Using cache 7c1e6d601418a1f0c7a8c9bd1c10e36ccf188ed64d69df265c83f66c61fd54e2
--> 7c1e6d601418
[2/3] STEP 3/3: COPY --from=build /app/lib/ /app
--> Using cache b8813729eb45cbcfd48f44c074bf897c8a979096cb80494b20497db32cffd902
--> b8813729eb45
[3/3] STEP 1/5: FROM b8813729eb45cbcfd48f44c074bf897c8a979096cb80494b20497db32cffd902 AS full
[3/3] STEP 2/5: COPY --from=build /app/full /app
--> cec9f27d0ed0
[3/3] STEP 3/5: WORKDIR /app
--> e07602470ac4
[3/3] STEP 4/5: RUN apt-get update     && apt-get install -y     git     python3     python3-pip     python3-wheel     && pip install --break-system-packages --upgrade setuptools     && pip install --break-system-packages -r requirements.txt     && apt autoremove -y     && apt clean -y     && rm -rf /tmp/* /var/tmp/*     && find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete     && find /var/cache -type f -delete
Get:1 http://security.ubuntu.com/ubuntu noble-security InRelease [126 kB]
Get:2 http://archive.ubuntu.com/ubuntu noble InRelease [256 kB]
Get:3 http://security.ubuntu.com/ubuntu noble-security/main amd64 Packages [740 kB]
Get:4 http://security.ubuntu.com/ubuntu noble-security/multiverse amd64 Packages [15.5 kB]
Get:5 http://security.ubuntu.com/ubuntu noble-security/universe amd64 Packages [1035 kB]
Get:6 http://security.ubuntu.com/ubuntu noble-security/restricted amd64 Packages [724 kB]
Get:7 http://archive.ubuntu.com/ubuntu noble-updates InRelease [126 kB]
Get:8 http://archive.ubuntu.com/ubuntu noble-backports InRelease [126 kB]
Get:9 http://archive.ubuntu.com/ubuntu noble/main amd64 Packages [1808 kB]
Get:10 http://archive.ubuntu.com/ubuntu noble/restricted amd64 Packages [117 kB]
Get:11 http://archive.ubuntu.com/ubuntu noble/universe amd64 Packages [19.3 MB]
Get:12 http://archive.ubuntu.com/ubuntu noble/multiverse amd64 Packages [331 kB]
Get:13 http://archive.ubuntu.com/ubuntu noble-updates/universe amd64 Packages [1269 kB]
Get:14 http://archive.ubuntu.com/ubuntu noble-updates/restricted amd64 Packages [739 kB]
Get:15 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 Packages [995 kB]
Get:16 http://archive.ubuntu.com/ubuntu noble-updates/multiverse amd64 Packages [19.7 kB]
Get:17 http://archive.ubuntu.com/ubuntu noble-backports/universe amd64 Packages [15.1 kB]
Fetched 27.8 MB in 2s (11.8 MB/s)
Reading package lists...
Reading package lists...
Building dependency tree...
Reading state information...
python3 is already the newest version (3.12.3-0ubuntu2).
python3 set to manually installed.
The following additional packages will be installed:
  adduser binutils binutils-common binutils-x86-64-linux-gnu build-essential
  bzip2 cpp cpp-13 cpp-13-x86-64-linux-gnu cpp-x86-64-linux-gnu dirmngr
  dpkg-dev fakeroot fontconfig-config fonts-dejavu-core fonts-dejavu-mono g++
  g++-13 g++-13-x86-64-linux-gnu g++-x86-64-linux-gnu gcc gcc-13 gcc-13-base
  gcc-13-x86-64-linux-gnu gcc-x86-64-linux-gnu git-man gnupg gnupg-l10n
  gnupg-utils gpg gpg-agent gpg-wks-client gpgconf gpgsm javascript-common
  keyboxd less libalgorithm-diff-perl libalgorithm-diff-xs-perl
  libalgorithm-merge-perl libaom3 libasan8 libatomic1 libbinutils libc-dev-bin
  libc-devtools libc6-dev libcbor0.10 libcc1-0 libcrypt-dev libctf-nobfd0
  libctf0 libcurl3t64-gnutls libde265-0 libdeflate0 libdpkg-perl liberror-perl
  libexpat1-dev libfakeroot libfido2-1 libfile-fcntllock-perl libfontconfig1
  libfreetype6 libgcc-13-dev libgd3 libgdbm-compat4t64 libgdbm6t64 libgprofng0
  libheif-plugin-aomdec libheif-plugin-aomenc libheif-plugin-libde265 libheif1
  libhwasan0 libisl23 libitm1 libjansson4 libjbig0 libjpeg-turbo8 libjpeg8
  libjs-jquery libjs-sphinxdoc libjs-underscore libksba8 liblerc4
  liblocale-gettext-perl liblsan0 libmpc3 libmpfr6 libperl5.38t64
  libpng16-16t64 libpython3-dev libpython3.12-dev libpython3.12t64
  libquadmath0 libsframe1 libsharpyuv0 libstdc++-13-dev libtiff6 libtsan2
  libubsan1 libwebp7 libxext6 libxmuu1 libxpm4 linux-libc-dev
  lto-disabled-list make manpages manpages-dev openssh-client patch perl
  perl-modules-5.38 pinentry-curses python3-dev python3-pkg-resources
  python3-setuptools python3.12-dev rpcsvc-proto xauth xz-utils zlib1g-dev
Suggested packages:
  cron quota ecryptfs-utils binutils-doc gprofng-gui bzip2-doc cpp-doc
  gcc-13-locales cpp-13-doc dbus-user-session libpam-systemd pinentry-gnome3
  tor debian-keyring g++-multilib g++-13-multilib gcc-13-doc gcc-multilib
  autoconf automake libtool flex bison gdb gcc-doc gcc-13-multilib
  gdb-x86-64-linux-gnu gettext-base git-daemon-run | git-daemon-sysvinit
  git-doc git-email git-gui gitk gitweb git-cvs git-mediawiki git-svn
  parcimonie xloadimage gpg-wks-server scdaemon apache2 | lighttpd | httpd
  glibc-doc bzr libgd-tools gdbm-l10n libheif-plugin-x265
  libheif-plugin-ffmpegdec libheif-plugin-jpegdec libheif-plugin-jpegenc
  libheif-plugin-j2kdec libheif-plugin-j2kenc libheif-plugin-rav1e
  libheif-plugin-svtenc libstdc++-13-doc make-doc man-browser keychain
  libpam-ssh monkeysphere ssh-askpass ed diffutils-doc perl-doc
  libterm-readline-gnu-perl | libterm-readline-perl-perl
  libtap-harness-archive-perl pinentry-doc python-setuptools-doc
The following NEW packages will be installed:
  adduser binutils binutils-common binutils-x86-64-linux-gnu build-essential
  bzip2 cpp cpp-13 cpp-13-x86-64-linux-gnu cpp-x86-64-linux-gnu dirmngr
  dpkg-dev fakeroot fontconfig-config fonts-dejavu-core fonts-dejavu-mono g++
  g++-13 g++-13-x86-64-linux-gnu g++-x86-64-linux-gnu gcc gcc-13 gcc-13-base
  gcc-13-x86-64-linux-gnu gcc-x86-64-linux-gnu git git-man gnupg gnupg-l10n
  gnupg-utils gpg gpg-agent gpg-wks-client gpgconf gpgsm javascript-common
  keyboxd less libalgorithm-diff-perl libalgorithm-diff-xs-perl
  libalgorithm-merge-perl libaom3 libasan8 libatomic1 libbinutils libc-dev-bin
  libc-devtools libc6-dev libcbor0.10 libcc1-0 libcrypt-dev libctf-nobfd0
  libctf0 libcurl3t64-gnutls libde265-0 libdeflate0 libdpkg-perl liberror-perl
  libexpat1-dev libfakeroot libfido2-1 libfile-fcntllock-perl libfontconfig1
  libfreetype6 libgcc-13-dev libgd3 libgdbm-compat4t64 libgdbm6t64 libgprofng0
  libheif-plugin-aomdec libheif-plugin-aomenc libheif-plugin-libde265 libheif1
  libhwasan0 libisl23 libitm1 libjansson4 libjbig0 libjpeg-turbo8 libjpeg8
  libjs-jquery libjs-sphinxdoc libjs-underscore libksba8 liblerc4
  liblocale-gettext-perl liblsan0 libmpc3 libmpfr6 libperl5.38t64
  libpng16-16t64 libpython3-dev libpython3.12-dev libpython3.12t64
  libquadmath0 libsframe1 libsharpyuv0 libstdc++-13-dev libtiff6 libtsan2
  libubsan1 libwebp7 libxext6 libxmuu1 libxpm4 linux-libc-dev
  lto-disabled-list make manpages manpages-dev openssh-client patch perl
  perl-modules-5.38 pinentry-curses python3-dev python3-pip
  python3-pkg-resources python3-setuptools python3-wheel python3.12-dev
  rpcsvc-proto xauth xz-utils zlib1g-dev
0 upgraded, 125 newly installed, 0 to remove and 7 not upgraded.
Need to get 111 MB of archives.
After this operation, 414 MB of additional disk space will be used.
Get:1 http://archive.ubuntu.com/ubuntu noble/main amd64 liblocale-gettext-perl amd64 1.07-6ubuntu5 [15.8 kB]
Get:2 http://archive.ubuntu.com/ubuntu noble/main amd64 perl-modules-5.38 all 5.38.2-3.2build2 [3110 kB]
Get:3 http://archive.ubuntu.com/ubuntu noble/main amd64 libgdbm6t64 amd64 1.23-5.1build1 [34.4 kB]
Get:4 http://archive.ubuntu.com/ubuntu noble/main amd64 libgdbm-compat4t64 amd64 1.23-5.1build1 [6710 B]
Get:5 http://archive.ubuntu.com/ubuntu noble/main amd64 libperl5.38t64 amd64 5.38.2-3.2build2 [4873 kB]
Get:6 http://archive.ubuntu.com/ubuntu noble/main amd64 perl amd64 5.38.2-3.2build2 [231 kB]
Get:7 http://archive.ubuntu.com/ubuntu noble/main amd64 adduser all 3.137ubuntu1 [101 kB]
Get:8 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 less amd64 590-2ubuntu2.1 [142 kB]
Get:9 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 python3-pkg-resources all 68.1.2-2ubuntu1.1 [168 kB]
Get:10 http://archive.ubuntu.com/ubuntu noble/main amd64 libcbor0.10 amd64 0.10.2-1.2ubuntu2 [25.8 kB]
Get:11 http://archive.ubuntu.com/ubuntu noble/main amd64 libfido2-1 amd64 1.14.0-1build3 [83.5 kB]
Get:12 http://archive.ubuntu.com/ubuntu noble/main amd64 libjansson4 amd64 2.14-2build2 [32.8 kB]
Get:13 http://archive.ubuntu.com/ubuntu noble/main amd64 libpng16-16t64 amd64 1.6.43-5build1 [187 kB]
Get:14 http://archive.ubuntu.com/ubuntu noble/main amd64 libxext6 amd64 2:1.3.4-1build2 [30.4 kB]
Get:15 http://archive.ubuntu.com/ubuntu noble/main amd64 libxmuu1 amd64 2:1.1.3-3build2 [8958 B]
Get:16 http://archive.ubuntu.com/ubuntu noble/main amd64 manpages all 6.7-2 [1384 kB]
Get:17 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 openssh-client amd64 1:9.6p1-3ubuntu13.5 [905 kB]
Get:18 http://archive.ubuntu.com/ubuntu noble/main amd64 xauth amd64 1:1.1.2-1build1 [25.6 kB]
Get:19 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 xz-utils amd64 5.6.1+really5.4.5-1build0.1 [267 kB]
Get:20 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 binutils-common amd64 2.42-4ubuntu2.3 [239 kB]
Get:21 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libsframe1 amd64 2.42-4ubuntu2.3 [14.9 kB]
Get:22 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libbinutils amd64 2.42-4ubuntu2.3 [575 kB]
Get:23 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libctf-nobfd0 amd64 2.42-4ubuntu2.3 [97.1 kB]
Get:24 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libctf0 amd64 2.42-4ubuntu2.3 [94.5 kB]
Get:25 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libgprofng0 amd64 2.42-4ubuntu2.3 [849 kB]
Get:26 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 binutils-x86-64-linux-gnu amd64 2.42-4ubuntu2.3 [2463 kB]
Get:27 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 binutils amd64 2.42-4ubuntu2.3 [18.1 kB]
Get:28 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libc-dev-bin amd64 2.39-0ubuntu8.3 [60.8 kB]
Get:29 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 linux-libc-dev amd64 6.8.0-51.52 [1769 kB]
Get:30 http://archive.ubuntu.com/ubuntu noble/main amd64 libcrypt-dev amd64 1:4.4.36-4build1 [112 kB]
Get:31 http://archive.ubuntu.com/ubuntu noble/main amd64 rpcsvc-proto amd64 1.4.2-0ubuntu7 [67.4 kB]
Get:32 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libc6-dev amd64 2.39-0ubuntu8.3 [2164 kB]
Get:33 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 gcc-13-base amd64 13.3.0-6ubuntu2~24.04 [51.5 kB]
Get:34 http://archive.ubuntu.com/ubuntu noble/main amd64 libisl23 amd64 0.26-3build1 [680 kB]
Get:35 http://archive.ubuntu.com/ubuntu noble/main amd64 libmpfr6 amd64 4.2.1-1build1 [355 kB]
Get:36 http://archive.ubuntu.com/ubuntu noble/main amd64 libmpc3 amd64 1.3.1-1build1 [54.5 kB]
Get:37 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 cpp-13-x86-64-linux-gnu amd64 13.3.0-6ubuntu2~24.04 [10.7 MB]
Get:38 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 cpp-13 amd64 13.3.0-6ubuntu2~24.04 [1038 B]
Get:39 http://archive.ubuntu.com/ubuntu noble/main amd64 cpp-x86-64-linux-gnu amd64 4:13.2.0-7ubuntu1 [5326 B]
Get:40 http://archive.ubuntu.com/ubuntu noble/main amd64 cpp amd64 4:13.2.0-7ubuntu1 [22.4 kB]
Get:41 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libcc1-0 amd64 14.2.0-4ubuntu2~24.04 [48.0 kB]
Get:42 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libitm1 amd64 14.2.0-4ubuntu2~24.04 [29.7 kB]
Get:43 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libatomic1 amd64 14.2.0-4ubuntu2~24.04 [10.5 kB]
Get:44 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libasan8 amd64 14.2.0-4ubuntu2~24.04 [3031 kB]
Get:45 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 liblsan0 amd64 14.2.0-4ubuntu2~24.04 [1322 kB]
Get:46 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libtsan2 amd64 14.2.0-4ubuntu2~24.04 [2772 kB]
Get:47 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libubsan1 amd64 14.2.0-4ubuntu2~24.04 [1184 kB]
Get:48 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libhwasan0 amd64 14.2.0-4ubuntu2~24.04 [1641 kB]
Get:49 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libquadmath0 amd64 14.2.0-4ubuntu2~24.04 [153 kB]
Get:50 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libgcc-13-dev amd64 13.3.0-6ubuntu2~24.04 [2681 kB]
Get:51 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 gcc-13-x86-64-linux-gnu amd64 13.3.0-6ubuntu2~24.04 [21.1 MB]
Get:52 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 gcc-13 amd64 13.3.0-6ubuntu2~24.04 [494 kB]
Get:53 http://archive.ubuntu.com/ubuntu noble/main amd64 gcc-x86-64-linux-gnu amd64 4:13.2.0-7ubuntu1 [1212 B]
Get:54 http://archive.ubuntu.com/ubuntu noble/main amd64 gcc amd64 4:13.2.0-7ubuntu1 [5018 B]
Get:55 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libstdc++-13-dev amd64 13.3.0-6ubuntu2~24.04 [2420 kB]
Get:56 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 g++-13-x86-64-linux-gnu amd64 13.3.0-6ubuntu2~24.04 [12.2 MB]
Get:57 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 g++-13 amd64 13.3.0-6ubuntu2~24.04 [16.1 kB]
Get:58 http://archive.ubuntu.com/ubuntu noble/main amd64 g++-x86-64-linux-gnu amd64 4:13.2.0-7ubuntu1 [964 B]
Get:59 http://archive.ubuntu.com/ubuntu noble/main amd64 g++ amd64 4:13.2.0-7ubuntu1 [1100 B]
Get:60 http://archive.ubuntu.com/ubuntu noble/main amd64 make amd64 4.3-4.1build2 [180 kB]
Get:61 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libdpkg-perl all 1.22.6ubuntu6.1 [269 kB]
Get:62 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 bzip2 amd64 1.0.8-5.1build0.1 [34.5 kB]
Get:63 http://archive.ubuntu.com/ubuntu noble/main amd64 patch amd64 2.7.6-7build3 [104 kB]
Get:64 http://archive.ubuntu.com/ubuntu noble/main amd64 lto-disabled-list all 47 [12.4 kB]
Get:65 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 dpkg-dev all 1.22.6ubuntu6.1 [1074 kB]
Get:66 http://archive.ubuntu.com/ubuntu noble/main amd64 build-essential amd64 12.10ubuntu1 [4928 B]
Get:67 http://archive.ubuntu.com/ubuntu noble/main amd64 gpgconf amd64 2.4.4-2ubuntu17 [103 kB]
Get:68 http://archive.ubuntu.com/ubuntu noble/main amd64 libksba8 amd64 1.6.6-1build1 [122 kB]
Get:69 http://archive.ubuntu.com/ubuntu noble/main amd64 dirmngr amd64 2.4.4-2ubuntu17 [323 kB]
Get:70 http://archive.ubuntu.com/ubuntu noble/main amd64 libfakeroot amd64 1.33-1 [32.4 kB]
Get:71 http://archive.ubuntu.com/ubuntu noble/main amd64 fakeroot amd64 1.33-1 [67.2 kB]
Get:72 http://archive.ubuntu.com/ubuntu noble/main amd64 fonts-dejavu-mono all 2.37-8 [502 kB]
Get:73 http://archive.ubuntu.com/ubuntu noble/main amd64 fonts-dejavu-core all 2.37-8 [835 kB]
Get:74 http://archive.ubuntu.com/ubuntu noble/main amd64 fontconfig-config amd64 2.15.0-1.1ubuntu2 [37.3 kB]
Get:75 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libcurl3t64-gnutls amd64 8.5.0-2ubuntu10.6 [333 kB]
Get:76 http://archive.ubuntu.com/ubuntu noble/main amd64 liberror-perl all 0.17029-2 [25.6 kB]
Get:77 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 git-man all 1:2.43.0-1ubuntu7.2 [1100 kB]
Get:78 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 git amd64 1:2.43.0-1ubuntu7.2 [3679 kB]
Get:79 http://archive.ubuntu.com/ubuntu noble/main amd64 gnupg-utils amd64 2.4.4-2ubuntu17 [108 kB]
Get:80 http://archive.ubuntu.com/ubuntu noble/main amd64 gpg amd64 2.4.4-2ubuntu17 [565 kB]
Get:81 http://archive.ubuntu.com/ubuntu noble/main amd64 pinentry-curses amd64 1.2.1-3ubuntu5 [35.2 kB]
Get:82 http://archive.ubuntu.com/ubuntu noble/main amd64 gpg-agent amd64 2.4.4-2ubuntu17 [227 kB]
Get:83 http://archive.ubuntu.com/ubuntu noble/main amd64 gpgsm amd64 2.4.4-2ubuntu17 [232 kB]
Get:84 http://archive.ubuntu.com/ubuntu noble/main amd64 keyboxd amd64 2.4.4-2ubuntu17 [78.3 kB]
Get:85 http://archive.ubuntu.com/ubuntu noble/main amd64 gnupg all 2.4.4-2ubuntu17 [359 kB]
Get:86 http://archive.ubuntu.com/ubuntu noble/main amd64 gnupg-l10n all 2.4.4-2ubuntu17 [65.9 kB]
Get:87 http://archive.ubuntu.com/ubuntu noble/main amd64 gpg-wks-client amd64 2.4.4-2ubuntu17 [70.9 kB]
Get:88 http://archive.ubuntu.com/ubuntu noble/main amd64 javascript-common all 11+nmu1 [5936 B]
Get:89 http://archive.ubuntu.com/ubuntu noble/main amd64 libalgorithm-diff-perl all 1.201-1 [41.8 kB]
Get:90 http://archive.ubuntu.com/ubuntu noble/main amd64 libalgorithm-diff-xs-perl amd64 0.04-8build3 [11.2 kB]
Get:91 http://archive.ubuntu.com/ubuntu noble/main amd64 libalgorithm-merge-perl all 0.08-5 [11.4 kB]
Get:92 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libaom3 amd64 3.8.2-2ubuntu0.1 [1941 kB]
Get:93 http://archive.ubuntu.com/ubuntu noble/main amd64 libfreetype6 amd64 2.13.2+dfsg-1build3 [402 kB]
Get:94 http://archive.ubuntu.com/ubuntu noble/main amd64 libfontconfig1 amd64 2.15.0-1.1ubuntu2 [139 kB]
Get:95 http://archive.ubuntu.com/ubuntu noble/main amd64 libsharpyuv0 amd64 1.3.2-0.4build3 [15.8 kB]
Get:96 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libheif-plugin-aomdec amd64 1.17.6-1ubuntu4.1 [10.4 kB]
Get:97 http://archive.ubuntu.com/ubuntu noble/main amd64 libde265-0 amd64 1.0.15-1build3 [166 kB]
Get:98 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libheif-plugin-libde265 amd64 1.17.6-1ubuntu4.1 [8176 B]
Get:99 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libheif1 amd64 1.17.6-1ubuntu4.1 [275 kB]
Get:100 http://archive.ubuntu.com/ubuntu noble/main amd64 libjpeg-turbo8 amd64 2.1.5-2ubuntu2 [150 kB]
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Get:109 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libc-devtools amd64 2.39-0ubuntu8.3 [69.7 kB]
Get:110 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libexpat1-dev amd64 2.6.1-2ubuntu0.2 [998 kB]
Get:111 http://archive.ubuntu.com/ubuntu noble/main amd64 libfile-fcntllock-perl amd64 0.22-4ubuntu5 [30.7 kB]
Get:112 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libheif-plugin-aomenc amd64 1.17.6-1ubuntu4.1 [14.7 kB]
Get:113 http://archive.ubuntu.com/ubuntu noble/main amd64 libjs-jquery all 3.6.1+dfsg+~3.5.14-1 [328 kB]
Get:114 http://archive.ubuntu.com/ubuntu noble/main amd64 libjs-underscore all 1.13.4~dfsg+~1.11.4-3 [118 kB]
Get:115 http://archive.ubuntu.com/ubuntu noble/main amd64 libjs-sphinxdoc all 7.2.6-6 [149 kB]
Get:116 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libpython3.12t64 amd64 3.12.3-1ubuntu0.4 [2346 kB]
Get:117 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 zlib1g-dev amd64 1:1.3.dfsg-3.1ubuntu2.1 [894 kB]
Get:118 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libpython3.12-dev amd64 3.12.3-1ubuntu0.4 [5675 kB]
Get:119 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 libpython3-dev amd64 3.12.3-0ubuntu2 [10.3 kB]
Get:120 http://archive.ubuntu.com/ubuntu noble/main amd64 manpages-dev all 6.7-2 [2013 kB]
Get:121 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 python3.12-dev amd64 3.12.3-1ubuntu0.4 [498 kB]
Get:122 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 python3-dev amd64 3.12.3-0ubuntu2 [26.7 kB]
Get:123 http://archive.ubuntu.com/ubuntu noble-updates/main amd64 python3-setuptools all 68.1.2-2ubuntu1.1 [396 kB]
Get:124 http://archive.ubuntu.com/ubuntu noble/universe amd64 python3-wheel all 0.42.0-2 [53.1 kB]
Get:125 http://archive.ubuntu.com/ubuntu noble-updates/universe amd64 python3-pip all 24.0+dfsg-1ubuntu1.1 [1317 kB]
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--> 914317ca0272
[3/3] STEP 5/5: ENTRYPOINT ["/app/tools.sh"]
[3/3] COMMIT llama-cpp-vulkan:full
--> cb9a57847f1d
Successfully tagged localhost/llama-cpp-vulkan:full
cb9a57847f1db4d1ccb5f02c4cdc584389a64b170a56f1a81aa53d5ade0dd7d4

run logs:

--device /dev/dri/renderD128:/dev/dri/renderD128 --device /dev/dri/card1:/dev/dri/card1 --init localhost/llama-cpp-vulk
an:full --convert model

ERROR:hf-to-gguf:Error: model is not a directory

podman run --privileged --name llama --replace -it --rm -v /var/home/user/downloads/models:/models 
--net host --device /dev/dri/renderD128:/dev/dri/renderD128 --device /dev/dri/card1:/dev/dri/card1 --init localhost/lla
ma-cpp-vulkan:full --server --port 8012 --n-gpu-layers 37 -ngl 99 -fa -ub 1024 -b 1024 -dt 0.1 --ctx_size 0 --cache-reu
se 256 -m /models/qwen2.5-coder-3b-q8_0.gguf

ggml_vulkan: Found 1 Vulkan devices:
ggml_vulkan: 0 = AMD Radeon RX 590 Series (RADV POLARIS10) (radv) | uma: 0 | fp16: 0 | warp size: 64 | matrix cores: none
build: 4563 (f45471d1) with cc (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0 for x86_64-linux-gnu
system info: n_threads = 8, n_threads_batch = 8, total_threads = 16

system_info: n_threads = 8 (n_threads_batch = 8) / 16 | CPU : SSE3 = 1 | SSSE3 = 1 | AVX = 1 | AVX2 = 1 | F16C = 1 | FMA = 1 | LLAMAFILE = 1 | OPENMP = 1 | AARCH64_REPACK = 1 | 

main: HTTP server is listening, hostname: 127.0.0.1, port: 8012, http threads: 15
main: loading model
srv    load_model: loading model '/models/qwen2.5-coder-3b-q8_0.gguf'
llama_model_load_from_file_impl: using device Vulkan0 (AMD Radeon RX 590 Series (RADV POLARIS10)) - 8192 MiB free
llama_model_loader: loaded meta data with 34 key-value pairs and 434 tensors from /models/qwen2.5-coder-3b-q8_0.gguf (version GGUF V3 (latest))
llama_model_loader: Dumping metadata keys/values. Note: KV overrides do not apply in this output.
llama_model_loader: - kv   0:                       general.architecture str              = qwen2
llama_model_loader: - kv   1:                               general.type str              = model
llama_model_loader: - kv   2:                               general.name str              = Qwen2.5 Coder 3B
llama_model_loader: - kv   3:                           general.basename str              = Qwen2.5-Coder
llama_model_loader: - kv   4:                         general.size_label str              = 3B
llama_model_loader: - kv   5:                            general.license str              = other
llama_model_loader: - kv   6:                       general.license.name str              = qwen-research
llama_model_loader: - kv   7:                       general.license.link str              = https://huggingface.co/Qwen/Qwen2.5-C...
llama_model_loader: - kv   8:                   general.base_model.count u32              = 1
llama_model_loader: - kv   9:                  general.base_model.0.name str              = Qwen2.5 3B
llama_model_loader: - kv  10:          general.base_model.0.organization str              = Qwen
llama_model_loader: - kv  11:              general.base_model.0.repo_url str              = https://huggingface.co/Qwen/Qwen2.5-3B
llama_model_loader: - kv  12:                               general.tags arr[str,5]       = ["code", "qwen", "qwen-coder", "codeq...
llama_model_loader: - kv  13:                          general.languages arr[str,1]       = ["en"]
llama_model_loader: - kv  14:                          qwen2.block_count u32              = 36
llama_model_loader: - kv  15:                       qwen2.context_length u32              = 32768
llama_model_loader: - kv  16:                     qwen2.embedding_length u32              = 2048
llama_model_loader: - kv  17:                  qwen2.feed_forward_length u32              = 11008
llama_model_loader: - kv  18:                 qwen2.attention.head_count u32              = 16
llama_model_loader: - kv  19:              qwen2.attention.head_count_kv u32              = 2
llama_model_loader: - kv  20:                       qwen2.rope.freq_base f32              = 1000000.000000
llama_model_loader: - kv  21:     qwen2.attention.layer_norm_rms_epsilon f32              = 0.000001
llama_model_loader: - kv  22:                          general.file_type u32              = 7
llama_model_loader: - kv  23:                       tokenizer.ggml.model str              = gpt2
llama_model_loader: - kv  24:                         tokenizer.ggml.pre str              = qwen2
llama_model_loader: - kv  25:                      tokenizer.ggml.tokens arr[str,151936]  = ["!", "\"", "#", "$", "%", "&", "'", ...
llama_model_loader: - kv  26:                  tokenizer.ggml.token_type arr[i32,151936]  = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, ...
llama_model_loader: - kv  27:                      tokenizer.ggml.merges arr[str,151387]  = ["Ġ Ġ", "ĠĠ ĠĠ", "i n", "Ġ t",...
llama_model_loader: - kv  28:                tokenizer.ggml.eos_token_id u32              = 151643
llama_model_loader: - kv  29:            tokenizer.ggml.padding_token_id u32              = 151643
llama_model_loader: - kv  30:                tokenizer.ggml.bos_token_id u32              = 151643
llama_model_loader: - kv  31:               tokenizer.ggml.add_bos_token bool             = false
llama_model_loader: - kv  32:                    tokenizer.chat_template str              = {%- if tools %}\n    {{- '<|im_start|>...
llama_model_loader: - kv  33:               general.quantization_version u32              = 2
llama_model_loader: - type  f32:  181 tensors
llama_model_loader: - type q8_0:  253 tensors
print_info: file format = GGUF V3 (latest)
print_info: file type   = Q8_0
print_info: file size   = 3.05 GiB (8.50 BPW) 
load: special tokens cache size = 22
load: token to piece cache size = 0.9310 MB
print_info: arch             = qwen2
print_info: vocab_only       = 0
print_info: n_ctx_train      = 32768
print_info: n_embd           = 2048
print_info: n_layer          = 36
print_info: n_head           = 16
print_info: n_head_kv        = 2
print_info: n_rot            = 128
print_info: n_swa            = 0
print_info: n_embd_head_k    = 128
print_info: n_embd_head_v    = 128
print_info: n_gqa            = 8
print_info: n_embd_k_gqa     = 256
print_info: n_embd_v_gqa     = 256
print_info: f_norm_eps       = 0.0e+00
print_info: f_norm_rms_eps   = 1.0e-06
print_info: f_clamp_kqv      = 0.0e+00
print_info: f_max_alibi_bias = 0.0e+00
print_info: f_logit_scale    = 0.0e+00
print_info: n_ff             = 11008
print_info: n_expert         = 0
print_info: n_expert_used    = 0
print_info: causal attn      = 1
print_info: pooling type     = 0
print_info: rope type        = 2
print_info: rope scaling     = linear
print_info: freq_base_train  = 1000000.0
print_info: freq_scale_train = 1
print_info: n_ctx_orig_yarn  = 32768
print_info: rope_finetuned   = unknown
print_info: ssm_d_conv       = 0
print_info: ssm_d_inner      = 0
print_info: ssm_d_state      = 0
print_info: ssm_dt_rank      = 0
print_info: ssm_dt_b_c_rms   = 0
print_info: model type       = 3B
print_info: model params     = 3.09 B
print_info: general.name     = Qwen2.5 Coder 3B
print_info: vocab type       = BPE
print_info: n_vocab          = 151936
print_info: n_merges         = 151387
print_info: BOS token        = 151643 '<|endoftext|>'
print_info: EOS token        = 151643 '<|endoftext|>'
print_info: EOT token        = 151645 '<|im_end|>'
print_info: PAD token        = 151643 '<|endoftext|>'
print_info: LF token         = 148848 'ÄĬ'
print_info: FIM PRE token    = 151659 '<|fim_prefix|>'
print_info: FIM SUF token    = 151661 '<|fim_suffix|>'
print_info: FIM MID token    = 151660 '<|fim_middle|>'
print_info: FIM PAD token    = 151662 '<|fim_pad|>'
print_info: FIM REP token    = 151663 '<|repo_name|>'
print_info: FIM SEP token    = 151664 '<|file_sep|>'
print_info: EOG token        = 151643 '<|endoftext|>'
print_info: EOG token        = 151645 '<|im_end|>'
print_info: EOG token        = 151662 '<|fim_pad|>'
print_info: EOG token        = 151663 '<|repo_name|>'
print_info: EOG token        = 151664 '<|file_sep|>'
print_info: max token length = 256
load_tensors: offloading 36 repeating layers to GPU
load_tensors: offloading output layer to GPU
load_tensors: offloaded 37/37 layers to GPU
load_tensors:      Vulkan0 model buffer size =  3127.59 MiB
load_tensors:   CPU_Mapped model buffer size =   315.30 MiB
llama_init_from_model: n_seq_max     = 1
llama_init_from_model: n_ctx         = 32768
llama_init_from_model: n_ctx_per_seq = 32768
llama_init_from_model: n_batch       = 1024
llama_init_from_model: n_ubatch      = 1024
llama_init_from_model: flash_attn    = 1
llama_init_from_model: freq_base     = 1000000.0
llama_init_from_model: freq_scale    = 1
llama_kv_cache_init: kv_size = 32768, offload = 1, type_k = 'f16', type_v = 'f16', n_layer = 36, can_shift = 1
llama_kv_cache_init:    Vulkan0 KV buffer size =  1152.00 MiB
llama_init_from_model: KV self size  = 1152.00 MiB, K (f16):  576.00 MiB, V (f16):  576.00 MiB
llama_init_from_model: Vulkan_Host  output buffer size =     0.58 MiB
llama_init_from_model:    Vulkan0 compute buffer size =   609.50 MiB
llama_init_from_model: Vulkan_Host compute buffer size =   136.01 MiB
llama_init_from_model: graph nodes  = 1123
llama_init_from_model: graph splits = 74
common_init_from_params: setting dry_penalty_last_n to ctx_size = 32768
common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
srv          init: initializing slots, n_slots = 1
slot         init: id  0 | task -1 | new slot n_ctx_slot = 32768
main: model loaded
main: chat template, chat_template: {%- if tools %}
    {{- '<|im_start|>system\n' }}
    {%- if messages[0]['role'] == 'system' %}
        {{- messages[0]['content'] }}
    {%- else %}
        {{- 'You are a helpful assistant.' }}
    {%- endif %}
    {{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
    {%- for tool in tools %}
        {{- "\n" }}
        {{- tool | tojson }}
    {%- endfor %}
    {{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
{%- else %}
    {%- if messages[0]['role'] == 'system' %}
        {{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
    {%- else %}
        {{- '<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n' }}
    {%- endif %}
{%- endif %}
{%- for message in messages %}
    {%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
        {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
    {%- elif message.role == "assistant" %}
        {{- '<|im_start|>' + message.role }}
        {%- if message.content %}
            {{- '\n' + message.content }}
        {%- endif %}
        {%- for tool_call in message.tool_calls %}
            {%- if tool_call.function is defined %}
                {%- set tool_call = tool_call.function %}
            {%- endif %}
            {{- '\n<tool_call>\n{"name": "' }}
            {{- tool_call.name }}
            {{- '", "arguments": ' }}
            {{- tool_call.arguments | tojson }}
            {{- '}\n</tool_call>' }}
        {%- endfor %}
        {{- '<|im_end|>\n' }}
    {%- elif message.role == "tool" %}
        {%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
            {{- '<|im_start|>user' }}
        {%- endif %}
        {{- '\n<tool_response>\n' }}
        {{- message.content }}
        {{- '\n</tool_response>' }}
        {%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
            {{- '<|im_end|>\n' }}
        {%- endif %}
    {%- endif %}
{%- endfor %}
{%- if add_generation_prompt %}
    {{- '<|im_start|>assistant\n' }}
{%- endif %}
, example_format: '<|im_start|>system
You are a helpful assistant<|im_end|>
<|im_start|>user
Hello<|im_end|>
<|im_start|>assistant
Hi there<|im_end|>
<|im_start|>user
How are you?<|im_end|>
<|im_start|>assistant
'
main: server is listening on http://127.0.0.1:8012 - starting the main loop
srv  update_slots: all slots are idle
request: GET / 127.0.0.1 200
request: GET /favicon.ico 127.0.0.1 404
slot launch_slot_: id  0 | task 0 | processing task
slot update_slots: id  0 | task 0 | new prompt, n_ctx_slot = 32768, n_keep = 0, n_prompt_tokens = 22
slot update_slots: id  0 | task 0 | kv cache rm [0, end)
slot update_slots: id  0 | task 0 | prompt processing progress, n_past = 22, n_tokens = 22, progress = 1.000000
slot update_slots: id  0 | task 0 | prompt done, n_past = 22, n_tokens = 22
slot      release: id  0 | task 0 | stop processing: n_past = 61, truncated = 0
slot print_timing: id  0 | task 0 | 
prompt eval time =     168.84 ms /    22 tokens (    7.67 ms per token,   130.30 tokens per second)
       eval time =    1127.47 ms /    40 tokens (   28.19 ms per token,    35.48 tokens per second)
      total time =    1296.31 ms /    62 tokens
srv  update_slots: all slots are idle
request: POST /v1/chat/completions 127.0.0.1 200

ngxson · 2025-01-28T22:19:30Z

I think it also requires ubuntu 24. Getting this issue on CI:

20.49   pip install [options] <requirement specifier> [package-index-options] ...
20.49   pip install [options] -r <requirements file> [package-index-options] ...
20.49   pip install [options] [-e] <vcs project url> ...
20.49   pip install [options] [-e] <local project path> ...
20.49   pip install [options] <archive url/path> ...
20.49 
20.49 no such option: --break-system-packages
------
vulkan.Dockerfile:53
--------------------
  52 |     
  53 | >>> RUN apt-get update \
  54 | >>>     && apt-get install -y \
  55 | >>>     git \
  56 | >>>     python3 \
  57 | >>>     python3-pip \
  58 | >>>     python3-wheel \
  59 | >>>     && pip install --break-system-packages --upgrade setuptools \
  60 | >>>     && pip install --break-system-packages -r requirements.txt \
  61 | >>>     && apt autoremove -y \
  62 | >>>     && apt clean -y \
  63 | >>>     && rm -rf /tmp/* /var/tmp/* \
  64 | >>>     && find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete \
  65 | >>>     && find /var/cache -type f -delete
  66 |     
--------------------
ERROR: failed to solve: process "/bin/sh -c apt-get update     && apt-get install -y     git     python3     python3-pip     python3-wheel     && pip install --break-system-packages --upgrade setuptools     && pip install --break-system-packages -r requirements.txt     && apt autoremove -y     && apt clean -y     && rm -rf /tmp/* /var/tmp/*     && find /var/cache/apt/archives /var/lib/apt/lists -not -name lock -type f -delete     && find /var/cache -type f -delete" did not complete successfully: exit code: 2

ngxson · 2025-01-28T22:20:08Z

Trying this fix on #11472

Test build: ~~https://github.com/ngxson/llama.cpp/actions/runs/13020611289~~ https://github.com/ngxson/llama.cpp/actions/runs/13020936694/job/36321223468

rare-magma · 2025-01-28T22:53:57Z

@ngxson yes this requires v24.04, I didn't realize it was reverted in the master branch

docker: allow installing pip packages system-wide

0c90945

Signed-off-by: rare-magma <rare-magma@posteo.eu>

rare-magma requested a review from ngxson as a code owner January 26, 2025 21:46

github-actions bot added the devops improvements to build systems and github actions label Jan 26, 2025

ericcurtin approved these changes Jan 28, 2025

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ericcurtin merged commit d7d1ecc into ggerganov:master Jan 28, 2025
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docker: allow installing pip packages system-wide #11437

docker: allow installing pip packages system-wide #11437

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docker: allow installing pip packages system-wide #11437

docker: allow installing pip packages system-wide #11437

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