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innightwolfsleep
Apr 29, 2023

Made an telegram chat bot uses llama.cpp + llama-cpp-python

Image1

It is a lightweight version of innightwolfsleep/text-generation-webui-telegram_bot
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Replies: 1 comment

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gjmulder
May 17, 2023

Sweet! Thanks @innightwolfsleep

I've forked rearranged stuff to make it easier to package the bot as a Docker container that includes NVidia GPU acceleration. It is a WIP, and I'm looking for feedback on where to take this next: llama-cpp-telegram_bot with GPU powered Docker

Functional changes

  1. Added the BOT_API as an env variable instead of a file for security reasons
  2. Hardcoded n_gpu_layers = 1000, to force maximal performance from the GPU (requires enough VRAM to hold the model, eg. 10GB for 13B).
  3. Added a "Olivia Pope" and "Dr Seuss" personae

Docker build

$ git clone https://github.com/gjmulder/llama-cpp-telegram_bot
$ cd llama-cpp-telegram_bot
llama-cpp-telegram_bot$ git checkout olivia-dev
$ cd docker
docker$ docker build --no-cache --force-rm -t lct:olivia .
Details 
Sending build context to Docker daemon  4.096kB
Step 1/15 : FROM nvidia/cuda:12.1.1-devel-ubuntu20.04
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Step 2/15 : ENV DEBIAN_FRONTEND=noninteractive
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Step 3/15 : ENV TZ=Etc/GMT
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Step 4/15 : RUN apt-get update && apt-get install -y --no-install-recommends python3 python3-pip git cmake
 ---> Running in 325cf3653c0a
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Reading package lists...
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The following additional packages will be installed:
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  liberror-perl libexpat1 libgssapi-krb5-2 libicu66 libjsoncpp1 libk5crypto3
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  librtmp1 libssh-4 libuv1 libxml2 mime-support python-pip-whl
  python3-distutils python3-lib2to3 python3-minimal python3-pkg-resources
  python3-setuptools python3-wheel python3.8 python3.8-minimal tzdata
Suggested packages:
  cmake-doc ninja-build gettext-base git-daemon-run | git-daemon-sysvinit
  git-doc git-el git-email git-gui gitk gitweb git-cvs git-mediawiki git-svn
  lrzip krb5-doc krb5-user python3-doc python3-tk python3-venv
  python-setuptools-doc python3.8-venv python3.8-doc binfmt-support
Recommended packages:
  less ssh-client krb5-locales publicsuffix file python3-dev
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  cmake cmake-data git git-man libarchive13 libbrotli1 libcurl3-gnutls
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  libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 libmpdec2 libnghttp2-14
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  python3-distutils python3-lib2to3 python3-minimal python3-pip
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 ---> Running in b8a6d3de4dc9
Removing intermediate container b8a6d3de4dc9
 ---> 96b8ff67b8d6
Step 8/15 : RUN sed -i 's|git@github.com:ggerganov/llama.cpp.git|https://github.com/ggerganov/llama.cpp.git|' .gitmodules
 ---> Running in 4c497e5882be
Removing intermediate container 4c497e5882be
 ---> bcfae11bcece
Step 9/15 : RUN git submodule update --init --recursive
 ---> Running in 09cc76246383
Submodule 'vendor/llama.cpp' (https://github.com/ggerganov/llama.cpp.git) registered for path 'vendor/llama.cpp'
Cloning into '/usr/src/llama-cpp-python/vendor/llama.cpp'...
Submodule path 'vendor/llama.cpp': checked out 'b5c9295eef2b56e307393b35b3a923e3518d226e'
Removing intermediate container 09cc76246383
 ---> 5ecd60f4372f
Step 10/15 : RUN pip install scikit-build fastapi sse_starlette uvicorn && LLAMA_CUBLAS=1 python3 setup.py install --verbose
 ---> Running in 4cf0658bc2da
Collecting scikit-build
  Downloading scikit_build-0.17.5-py3-none-any.whl (82 kB)
Collecting fastapi
  Downloading fastapi-0.95.2-py3-none-any.whl (56 kB)
Collecting sse_starlette
  Downloading sse_starlette-1.6.0-py3-none-any.whl (9.5 kB)
Collecting uvicorn
  Downloading uvicorn-0.22.0-py3-none-any.whl (58 kB)
Collecting packaging
  Downloading packaging-23.1-py3-none-any.whl (48 kB)
Requirement already satisfied: wheel>=0.32.0 in /usr/lib/python3/dist-packages (from scikit-build) (0.34.2)
Collecting tomli; python_version < "3.11"
  Downloading tomli-2.0.1-py3-none-any.whl (12 kB)
Requirement already satisfied: setuptools>=42.0.0 in /usr/lib/python3/dist-packages (from scikit-build) (45.2.0)
Collecting distro
  Downloading distro-1.8.0-py3-none-any.whl (20 kB)
Collecting starlette<0.28.0,>=0.27.0
  Downloading starlette-0.27.0-py3-none-any.whl (66 kB)
Collecting pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2
  Downloading pydantic-1.10.7-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.2 MB)
Collecting click>=7.0
  Downloading click-8.1.3-py3-none-any.whl (96 kB)
Collecting h11>=0.8
  Downloading h11-0.14.0-py3-none-any.whl (58 kB)
Collecting typing-extensions>=3.10.0; python_version < "3.10"
  Downloading typing_extensions-4.5.0-py3-none-any.whl (27 kB)
Collecting anyio<5,>=3.4.0
  Downloading anyio-3.6.2-py3-none-any.whl (80 kB)
Collecting sniffio>=1.1
  Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)
Collecting idna>=2.8
  Downloading idna-3.4-py3-none-any.whl (61 kB)
Installing collected packages: packaging, tomli, distro, scikit-build, typing-extensions, sniffio, idna, anyio, starlette, pydantic, fastapi, sse-starlette, click, h11, uvicorn
Successfully installed anyio-3.6.2 click-8.1.3 distro-1.8.0 fastapi-0.95.2 h11-0.14.0 idna-3.4 packaging-23.1 pydantic-1.10.7 scikit-build-0.17.5 sniffio-1.3.0 sse-starlette-1.6.0 starlette-0.27.0 tomli-2.0.1 typing-extensions-4.5.0 uvicorn-0.22.0


--------------------------------------------------------------------------------
-- Trying 'Ninja' generator
--------------------------------
---------------------------
----------------------
-----------------
------------
-------
--
Not searching for unused variables given on the command line.
-- Configuring incomplete, errors occurred!
See also "/usr/src/llama-cpp-python/_cmake_test_compile/build/CMakeFiles/CMakeOutput.log".
CMake Error: CMake was unable to find a build program corresponding to "Ninja".  CMAKE_MAKE_PROGRAM is not set.  You probably need to select a different build tool.
--
-------
------------
-----------------
----------------------
---------------------------
--------------------------------
-- Trying 'Ninja' generator - failure
--------------------------------------------------------------------------------



--------------------------------------------------------------------------------
-- Trying 'Unix Makefiles' generator
--------------------------------
---------------------------
----------------------
-----------------
------------
-------
--
Not searching for unused variables given on the command line.
-- The C compiler identification is GNU 9.4.0
-- Check for working C compiler: /usr/bin/cc
-- Check for working C compiler: /usr/bin/cc -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Detecting C compile features
-- Detecting C compile features - done
-- The CXX compiler identification is GNU 9.4.0
-- Check for working CXX compiler: /usr/bin/c++
-- Check for working CXX compiler: /usr/bin/c++ -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
-- Configuring done
-- Generating done
-- Build files have been written to: /usr/src/llama-cpp-python/_cmake_test_compile/build
--
-------
------------
-----------------
----------------------
---------------------------
--------------------------------
-- Trying 'Unix Makefiles' generator - success
--------------------------------------------------------------------------------

Configuring Project
  Working directory:
    /usr/src/llama-cpp-python/_skbuild/linux-x86_64-3.8/cmake-build
  Command:
    /usr/bin/cmake /usr/src/llama-cpp-python -G 'Unix Makefiles' --no-warn-unused-cli -DCMAKE_INSTALL_PREFIX:PATH=/usr/src/llama-cpp-python/_skbuild/linux-x86_64-3.8/cmake-install -DPYTHON_VERSION_STRING:STRING=3.8.10 -DSKBUILD:INTERNAL=TRUE -DCMAKE_MODULE_PATH:PATH=/usr/local/lib/python3.8/dist-packages/skbuild/resources/cmake -DPYTHON_EXECUTABLE:PATH=/usr/bin/python3 -DPYTHON_INCLUDE_DIR:PATH=/usr/include/python3.8 -DPython_EXECUTABLE:PATH=/usr/bin/python3 -DPython_ROOT_DIR:PATH=/usr -DPython_FIND_REGISTRY:STRING=NEVER -DPython_INCLUDE_DIR:PATH=/usr/include/python3.8 -DPython3_EXECUTABLE:PATH=/usr/bin/python3 -DPython3_ROOT_DIR:PATH=/usr -DPython3_FIND_REGISTRY:STRING=NEVER -DPython3_INCLUDE_DIR:PATH=/usr/include/python3.8 -DCMAKE_BUILD_TYPE:STRING=Release

Not searching for unused variables given on the command line.
-- The C compiler identification is GNU 9.4.0
-- The CXX compiler identification is GNU 9.4.0
-- Check for working C compiler: /usr/bin/cc
-- Check for working C compiler: /usr/bin/cc -- works
-- Detecting C compiler ABI info
-- Detecting C compiler ABI info - done
-- Detecting C compile features
-- Detecting C compile features - done
-- Check for working CXX compiler: /usr/bin/c++
-- Check for working CXX compiler: /usr/bin/c++ -- works
-- Detecting CXX compiler ABI info
-- Detecting CXX compiler ABI info - done
-- Detecting CXX compile features
-- Detecting CXX compile features - done
CMake Warning (dev) in CMakeLists.txt:
  A logical block opening on the line

    /usr/src/llama-cpp-python/CMakeLists.txt:9 (if)

  closes on the line

    /usr/src/llama-cpp-python/CMakeLists.txt:31 (endif)

  with mis-matching arguments.
This warning is for project developers.  Use -Wno-dev to suppress it.

-- Configuring done
-- Generating done
-- Build files have been written to: /usr/src/llama-cpp-python/_skbuild/linux-x86_64-3.8/cmake-build
Scanning dependencies of target run
[100%] Generating ../../../vendor/llama.cpp/libllama.so
I llama.cpp build info: 
I UNAME_S:  Linux
I UNAME_P:  x86_64
I UNAME_M:  x86_64
I CFLAGS:   -I.              -O3 -std=c11   -fPIC -DNDEBUG -Wall -Wextra -Wpedantic -Wcast-qual -Wdouble-promotion -Wshadow -Wstrict-prototypes -Wpointer-arith -pthread -march=native -mtune=native -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I/targets/x86_64-linux/include
I CXXFLAGS: -I. -I./examples -O3 -std=c++11 -fPIC -DNDEBUG -Wall -Wextra -Wpedantic -Wcast-qual -Wno-unused-function -Wno-multichar -pthread -march=native -mtune=native -DGGML_USE_CUBLAS -I/usr/local/cuda/include -I/opt/cuda/include -I/targets/x86_64-linux/include
I LDFLAGS:   -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L/usr/local/cuda/lib64 -L/opt/cuda/lib64 -L/targets/x86_64-linux/lib
I CC:       cc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
I CXX:      g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0

llama.cpp: In function ‘size_t llama_set_state_data(llama_context*, const uint8_t*)’:
llama.cpp:2686:36: warning: cast from type ‘const uint8_t*’ {aka ‘const unsigned char*’} to type ‘void*’ casts away qualifiers [-Wcast-qual]
 2686 |             kin3d->data = (void *) inp;
      |                                    ^~~
llama.cpp:2690:36: warning: cast from type ‘const uint8_t*’ {aka ‘const unsigned char*’} to type ‘void*’ casts away qualifiers [-Wcast-qual]
 2690 |             vin3d->data = (void *) inp;
      |                                    ^~~
[100%] Built target run
Install the project...
-- Install configuration: "Release"
-- Installing: /usr/src/llama-cpp-python/_skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/libllama.so

copying llama_cpp/__init__.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/__init__.py
copying llama_cpp/llama_cpp.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama_cpp.py
copying llama_cpp/llama_types.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama_types.py
copying llama_cpp/llama.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama.py
creating directory _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server
copying llama_cpp/server/__init__.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/__init__.py
copying llama_cpp/server/app.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/app.py
copying llama_cpp/server/__main__.py -> _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/__main__.py

running install
running bdist_egg
running egg_info
creating llama_cpp_python.egg-info
writing llama_cpp_python.egg-info/PKG-INFO
writing dependency_links to llama_cpp_python.egg-info/dependency_links.txt
writing requirements to llama_cpp_python.egg-info/requires.txt
writing top-level names to llama_cpp_python.egg-info/top_level.txt
writing manifest file 'llama_cpp_python.egg-info/SOURCES.txt'
reading manifest file 'llama_cpp_python.egg-info/SOURCES.txt'
writing manifest file 'llama_cpp_python.egg-info/SOURCES.txt'
installing library code to _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg
running install_lib
running build_py
creating _skbuild/linux-x86_64-3.8/setuptools/lib
creating _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/__init__.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama_cpp.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama_types.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/llama.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
creating _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/__init__.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/app.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/server/__main__.py -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/cmake-install/llama_cpp/libllama.so -> _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp
copied 7 files
running build_ext
creating _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64
creating _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg
creating _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/__init__.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/llama_cpp.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
creating _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server/__init__.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server/app.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/server/__main__.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/llama_types.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/libllama.so -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
copying _skbuild/linux-x86_64-3.8/setuptools/lib/llama_cpp/llama.py -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp
copied 8 files
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/__init__.py to __init__.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/llama_cpp.py to llama_cpp.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server/__init__.py to __init__.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server/app.py to app.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/server/__main__.py to __main__.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/llama_types.py to llama_types.cpython-38.pyc
byte-compiling _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/llama_cpp/llama.py to llama.cpython-38.pyc
creating _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/PKG-INFO -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/SOURCES.txt -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/dependency_links.txt -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/not-zip-safe -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/requires.txt -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
copying llama_cpp_python.egg-info/top_level.txt -> _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO
writing _skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg/EGG-INFO/native_libs.txt
creating dist
creating 'dist/llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg' and adding '_skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg' to it
removing '_skbuild/linux-x86_64-3.8/setuptools/bdist.linux-x86_64/egg' (and everything under it)
Processing llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg
creating /usr/local/lib/python3.8/dist-packages/llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg
Extracting llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg to /usr/local/lib/python3.8/dist-packages
Adding llama-cpp-python 0.1.50 to easy-install.pth file

Installed /usr/local/lib/python3.8/dist-packages/llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg
Processing dependencies for llama-cpp-python==0.1.50
Searching for typing-extensions==4.5.0
Best match: typing-extensions 4.5.0
Adding typing-extensions 4.5.0 to easy-install.pth file

Using /usr/local/lib/python3.8/dist-packages
Finished processing dependencies for llama-cpp-python==0.1.50
Removing intermediate container 4cf0658bc2da
 ---> 3ef5eecd372b
Step 11/15 : WORKDIR /usr/src/
 ---> Running in 5d6754dd8315
Removing intermediate container 5d6754dd8315
 ---> 84d02da451d7
Step 12/15 : RUN git clone https://github.com/gjmulder/llama-cpp-telegram_bot.git
 ---> Running in ded6d72859a5
Cloning into 'llama-cpp-telegram_bot'...
Removing intermediate container ded6d72859a5
 ---> 760b1660e1e2
Step 13/15 : WORKDIR /usr/src/llama-cpp-telegram_bot
 ---> Running in be0c31d26353
Removing intermediate container be0c31d26353
 ---> 09a0a8a0080a
Step 14/15 : RUN git checkout olivia-dev && pip install -r requirements.txt
 ---> Running in f91506aee151
Switched to a new branch 'olivia-dev'
Branch 'olivia-dev' set up to track remote branch 'olivia-dev' from 'origin'.
Collecting python-telegram-bot==13.15
  Downloading python_telegram_bot-13.15-py3-none-any.whl (519 kB)
Collecting pyyaml
  Downloading PyYAML-6.0-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (701 kB)
Collecting deep-translator==1.9.2
  Downloading deep_translator-1.9.2-py3-none-any.whl (30 kB)
Requirement already satisfied: llama-cpp-python in /usr/local/lib/python3.8/dist-packages/llama_cpp_python-0.1.50-py3.8-linux-x86_64.egg (from -r requirements.txt (line 4)) (0.1.50)
Collecting pytz>=2018.6
  Downloading pytz-2023.3-py2.py3-none-any.whl (502 kB)
Collecting APScheduler==3.6.3
  Downloading APScheduler-3.6.3-py2.py3-none-any.whl (58 kB)
Collecting tornado==6.1
  Downloading tornado-6.1-cp38-cp38-manylinux2010_x86_64.whl (427 kB)
Collecting certifi
  Downloading certifi-2023.5.7-py3-none-any.whl (156 kB)
Collecting cachetools==4.2.2
  Downloading cachetools-4.2.2-py3-none-any.whl (11 kB)
Collecting beautifulsoup4<5.0.0,>=4.9.1
  Downloading beautifulsoup4-4.12.2-py3-none-any.whl (142 kB)
Collecting requests<3.0.0,>=2.23.0
  Downloading requests-2.30.0-py3-none-any.whl (62 kB)
Requirement already satisfied: typing-extensions>=4.5.0 in /usr/local/lib/python3.8/dist-packages (from llama-cpp-python->-r requirements.txt (line 4)) (4.5.0)
Requirement already satisfied: setuptools>=0.7 in /usr/lib/python3/dist-packages (from APScheduler==3.6.3->python-telegram-bot==13.15->-r requirements.txt (line 1)) (45.2.0)
Collecting tzlocal>=1.2
  Downloading tzlocal-5.0.1-py3-none-any.whl (20 kB)
Collecting six>=1.4.0
  Downloading six-1.16.0-py2.py3-none-any.whl (11 kB)
Collecting soupsieve>1.2
  Downloading soupsieve-2.4.1-py3-none-any.whl (36 kB)
Collecting charset-normalizer<4,>=2
  Downloading charset_normalizer-3.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (195 kB)
Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.8/dist-packages (from requests<3.0.0,>=2.23.0->deep-translator==1.9.2->-r requirements.txt (line 3)) (3.4)
Collecting urllib3<3,>=1.21.1
  Downloading urllib3-2.0.2-py3-none-any.whl (123 kB)
Collecting backports.zoneinfo; python_version < "3.9"
  Downloading backports.zoneinfo-0.2.1-cp38-cp38-manylinux1_x86_64.whl (74 kB)
Installing collected packages: pytz, backports.zoneinfo, tzlocal, six, APScheduler, tornado, certifi, cachetools, python-telegram-bot, pyyaml, soupsieve, beautifulsoup4, charset-normalizer, urllib3, requests, deep-translator
Successfully installed APScheduler-3.6.3 backports.zoneinfo-0.2.1 beautifulsoup4-4.12.2 cachetools-4.2.2 certifi-2023.5.7 charset-normalizer-3.1.0 deep-translator-1.9.2 python-telegram-bot-13.15 pytz-2023.3 pyyaml-6.0 requests-2.30.0 six-1.16.0 soupsieve-2.4.1 tornado-6.1 tzlocal-5.0.1 urllib3-2.0.2
Removing intermediate container f91506aee151
 ---> c28c74aeeddc
Step 15/15 : CMD bash -c "ulimit -l unlimited && python3 main.py"
 ---> Running in e68f9fa77112
Removing intermediate container e68f9fa77112
 ---> a0a08b56914c
Successfully built a0a08b56914c
Successfully tagged lct:olivia

Review ./docker/run.sh, install your model as model.bin, fix volume mount path, and export your BOT_API token for your Telegram Bot

docker$ ls -l ../var/models
total 9534872
-rw-rw-r-- 1 mulderg mulderg 9763701888 May 17 16:06 model.bin
-rw-rw-r-- 1 mulderg mulderg          0 May 17 12:33 place_models_here.txt

docker$ ./run.sh lct:olivia
Details 
==========
== CUDA ==
==========

CUDA Version 12.1.1

Container image Copyright (c) 2016-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.

This container image and its contents are governed by the NVIDIA Deep Learning Container License.
By pulling and using the container, you accept the terms and conditions of this license:
https://developer.nvidia.com/ngc/nvidia-deep-learning-container-license

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llama.cpp: loading model from /usr/src/llama-cpp-telegram_bot/models/model.bin
llama_model_load_internal: format     = ggjt v2 (latest)
llama_model_load_internal: n_vocab    = 32000
llama_model_load_internal: n_ctx      = 8196
llama_model_load_internal: n_embd     = 5120
llama_model_load_internal: n_mult     = 256
llama_model_load_internal: n_head     = 40
llama_model_load_internal: n_layer    = 40
llama_model_load_internal: n_rot      = 128
llama_model_load_internal: ftype      = 9 (mostly Q5_1)
llama_model_load_internal: n_ff       = 13824
llama_model_load_internal: n_parts    = 1
llama_model_load_internal: model size = 13B
llama_model_load_internal: ggml ctx size =  90.75 KB
llama_model_load_internal: mem required  = 11359.05 MB (+ 1608.00 MB per state)
llama_model_load_internal: [cublas] offloading 40 layers to GPU
llama_model_load_internal: [cublas] offloading output layer to GPU
llama_model_load_internal: [cublas] total VRAM used: 9192 MB
llama_init_from_file: kv self size  = 6403.12 MB
AVX = 1 | AVX2 = 1 | AVX512 = 0 | AVX512_VBMI = 0 | AVX512_VNNI = 0 | FMA = 1 | NEON = 0 | ARM_FMA = 0 | F16C = 1 | FP16_VA = 0 | WASM_SIMD = 0 | BLAS = 1 | SSE3 = 1 | VSX = 0 | 

llama_print_timings:        load time =  2839.70 ms
llama_print_timings:      sample time =     7.81 ms /    11 runs   (    0.71 ms per token)
llama_print_timings: prompt eval time =   679.64 ms /    33 tokens (   20.60 ms per token)
llama_print_timings:        eval time =  1842.84 ms /    10 runs   (  184.28 ms per token)
llama_print_timings:       total time =  3057.65 ms

llama_print_timings:        load time =  2839.70 ms
llama_print_timings:      sample time =     9.84 ms /    14 runs   (    0.70 ms per token)
llama_print_timings: prompt eval time =   605.38 ms /    15 tokens (   40.36 ms per token)
llama_print_timings:        eval time =  2401.41 ms /    13 runs   (  184.72 ms per token)
llama_print_timings:       total time =  3684.56 ms

llama_print_timings:        load time =  2839.70 ms
llama_print_timings:      sample time =    20.01 ms /    28 runs   (    0.71 ms per token)
llama_print_timings: prompt eval time =   606.21 ms /    18 tokens (   33.68 ms per token)
llama_print_timings:        eval time =  5098.20 ms /    27 runs   (  188.82 ms per token)
llama_print_timings:       total time =  7079.92 ms

llama_print_timings:        load time =  2839.70 ms
llama_print_timings:      sample time =    14.96 ms /    21 runs   (    0.71 ms per token)
llama_print_timings: prompt eval time =   675.24 ms /    32 tokens (   21.10 ms per token)
llama_print_timings:        eval time =  3765.59 ms /    20 runs   (  188.28 ms per token)
llama_print_timings:       total time =  5467.93 ms

llama_print_timings:        load time =  2839.70 ms
llama_print_timings:      sample time =     9.67 ms /    14 runs   (    0.69 ms per token)
llama_print_timings: prompt eval time =   661.97 ms /    25 tokens (   26.48 ms per token)
llama_print_timings:        eval time =  2457.45 ms /    13 runs   (  189.03 ms per token)
llama_print_timings:       total time =  3811.44 ms

Telegram output running on a GTX 1080Ti

Olivia Pope

image

Dr Seuss

image
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