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docker: add options for CPU only, Intel GPU, AMD GPU (#5380)

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smCloudInTheSky 2024-01-28 15:18:14 +01:00 committed by GitHub
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10 changed files with 252 additions and 46 deletions
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13
README.md
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@ -160,12 +160,23 @@ The `requirements*.txt` above contain various wheels precompiled through GitHub
### Alternative: Docker
```
ln -s docker/{nvidia/Dockerfile,docker-compose.yml,.dockerignore} .
For NVIDIA GPU:
ln -s docker/{nvidia/Dockerfile,nvidia/docker-compose.yml,.dockerignore} .
For AMD GPU:
ln -s docker/{amd/Dockerfile,intel/docker-compose.yml,.dockerignore} .
For Intel GPU:
ln -s docker/{intel/Dockerfile,amd/docker-compose.yml,.dockerignore} .
For CPU only
ln -s docker/{cpu/Dockerfile,cpu/docker-compose.yml,.dockerignore} .
cp docker/.env.example .env
#Create logs/cache dir :
mkdir -p logs cache
# Edit .env and set:
# TORCH_CUDA_ARCH_LIST based on your GPU model
# APP_RUNTIME_GID your host user's group id (run `id -g` in a terminal)
# BUILD_EXTENIONS optionally add comma separated list of extensions to build
# Edit CMD_FLAGS.txt and add in it the options you want to execute (like --listen --cpu)
#
docker compose up --build
```

3
docker/.env.example
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@ -20,3 +20,6 @@ APP_RUNTIME_GID=6972
# override default app build permissions (handy for deploying to cloud)
#APP_GID=6972
#APP_UID=6972
# Set cache env
TRANSFORMERS_CACHE=/home/app/text-generation-webui/cache/
HF_HOME=/home/app/text-generation-webui/cache/

21
docker/amd/Dockerfile Normal file
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@ -0,0 +1,21 @@
# BUILDER
FROM ubuntu:22.04
WORKDIR /builder
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}"
ARG BUILD_EXTENSIONS="${BUILD_EXTENSIONS:-}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git vim build-essential python3-dev pip bash curl && \
rm -rf /var/lib/apt/lists/*
WORKDIR /home/app/
RUN git clone https://github.com/oobabooga/text-generation-webui.git
WORKDIR /home/app/text-generation-webui
RUN GPU_CHOICE=B USE_CUDA118=FALSE LAUNCH_AFTER_INSTALL=FALSE INSTALL_EXTENSIONS=TRUE ./start_linux.sh --verbose
COPY CMD_FLAGS.txt /home/app/text-generation-webui/
EXPOSE ${CONTAINER_PORT:-7860} ${CONTAINER_API_PORT:-5000} ${CONTAINER_API_STREAM_PORT:-5005}
WORKDIR /home/app/text-generation-webui
# set umask to ensure group read / write at runtime
CMD umask 0002 && export HOME=/home/app/text-generation-webui && ./start_linux.sh

57
docker/amd/docker-compose.yml Normal file
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@ -0,0 +1,57 @@
version: "3.3"
services:
text-generation-webui:
build:
context: .
args:
# Requirements file to use:
# | GPU | CPU | requirements file to use |
# |--------|---------|---------|
# | NVIDIA | has AVX2 | `requirements.txt` |
# | NVIDIA | no AVX2 | `requirements_noavx2.txt` |
# | AMD | has AVX2 | `requirements_amd.txt` |
# | AMD | no AVX2 | `requirements_amd_noavx2.txt` |
# | CPU only | has AVX2 | `requirements_cpu_only.txt` |
# | CPU only | no AVX2 | `requirements_cpu_only_noavx2.txt` |
# | Apple | Intel | `requirements_apple_intel.txt` |
# | Apple | Apple Silicon | `requirements_apple_silicon.txt` |
# Default: requirements.txt`
# BUILD_REQUIREMENTS: requirements.txt
# Extension requirements to build:
# BUILD_EXTENSIONS:
# specify which cuda version your card supports: https://developer.nvidia.com/cuda-gpus
TORCH_CUDA_ARCH_LIST: ${TORCH_CUDA_ARCH_LIST:-7.5}
BUILD_EXTENSIONS: ${BUILD_EXTENSIONS:-}
APP_GID: ${APP_GID:-6972}
APP_UID: ${APP_UID-6972}
env_file: .env
user: "${APP_RUNTIME_UID:-6972}:${APP_RUNTIME_GID:-6972}"
ports:
- "${HOST_PORT:-7860}:${CONTAINER_PORT:-7860}"
- "${HOST_API_PORT:-5000}:${CONTAINER_API_PORT:-5000}"
stdin_open: true
group_add:
- video
tty: true
ipc: host
devices:
- /dev/kfd
- /dev/dri
cap_add:
- SYS_PTRACE
security_opt:
- seccomp=unconfined
volumes:
- ./cache:/home/app/text-generation-webui/cache
- ./characters:/home/app/text-generation-webui/characters
- ./extensions:/home/app/text-generation-webui/extensions
- ./loras:/home/app/text-generation-webui/loras
- ./logs:/home/app/text-generation-webui/logs
- ./models:/home/app/text-generation-webui/models
- ./presets:/home/app/text-generation-webui/presets
- ./prompts:/home/app/text-generation-webui/prompts
- ./softprompts:/home/app/text-generation-webui/softprompts
- ./training:/home/app/text-generation-webui/training
- ./cloudflared:/etc/cloudflared

25
docker/cpu/Dockerfile Normal file
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@ -0,0 +1,25 @@
# BUILDER
FROM ubuntu:22.04
WORKDIR /builder
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}"
ARG BUILD_EXTENSIONS="${BUILD_EXTENSIONS:-}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
ARG GPU_CHOICE=A
ARG USE_CUDA118=FALSE
ARG LAUNCH_AFTER_INSTALL=FALSE
ARG INSTALL_EXTENSIONS=TRUE
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git vim build-essential python3-dev pip bash curl && \
rm -rf /var/lib/apt/lists/*
WORKDIR /home/app/
RUN git clone https://github.com/oobabooga/text-generation-webui.git
WORKDIR /home/app/text-generation-webui
RUN GPU_CHOICE=N USE_CUDA118=FALSE LAUNCH_AFTER_INSTALL=FALSE INSTALL_EXTENSIONS=TRUE ./start_linux.sh --verbose
COPY CMD_FLAGS.txt /home/app/text-generation-webui/
EXPOSE ${CONTAINER_PORT:-7860} ${CONTAINER_API_PORT:-5000} ${CONTAINER_API_STREAM_PORT:-5005}
# set umask to ensure group read / write at runtime
WORKDIR /home/app/text-generation-webui
CMD umask 0002 && export HOME=/home/app/text-generation-webui && ./start_linux.sh

47
docker/cpu/docker-compose.yml Normal file
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@ -0,0 +1,47 @@
version: "3.3"
services:
text-generation-webui:
build:
context: .
args:
# Requirements file to use:
# | GPU | CPU | requirements file to use |
# |--------|---------|---------|
# | NVIDIA | has AVX2 | `requirements.txt` |
# | NVIDIA | no AVX2 | `requirements_noavx2.txt` |
# | AMD | has AVX2 | `requirements_amd.txt` |
# | AMD | no AVX2 | `requirements_amd_noavx2.txt` |
# | CPU only | has AVX2 | `requirements_cpu_only.txt` |
# | CPU only | no AVX2 | `requirements_cpu_only_noavx2.txt` |
# | Apple | Intel | `requirements_apple_intel.txt` |
# | Apple | Apple Silicon | `requirements_apple_silicon.txt` |
# Default: requirements.txt`
# BUILD_REQUIREMENTS: requirements.txt
# Extension requirements to build:
# BUILD_EXTENSIONS:
# specify which cuda version your card supports: https://developer.nvidia.com/cuda-gpus
TORCH_CUDA_ARCH_LIST: ${TORCH_CUDA_ARCH_LIST:-7.5}
BUILD_EXTENSIONS: ${BUILD_EXTENSIONS:-}
APP_GID: ${APP_GID:-6972}
APP_UID: ${APP_UID-6972}
env_file: .env
user: "${APP_RUNTIME_UID:-6972}:${APP_RUNTIME_GID:-6972}"
ports:
- "${HOST_PORT:-7860}:${CONTAINER_PORT:-7860}"
- "${HOST_API_PORT:-5000}:${CONTAINER_API_PORT:-5000}"
stdin_open: true
tty: true
volumes:
- ./cache:/home/app/text-generation-webui/cache
- ./characters:/home/app/text-generation-webui/characters
- ./extensions:/home/app/text-generation-webui/extensions
- ./loras:/home/app/text-generation-webui/loras
- ./logs:/home/app/text-generation-webui/logs
- ./models:/home/app/text-generation-webui/models
- ./presets:/home/app/text-generation-webui/presets
- ./prompts:/home/app/text-generation-webui/prompts
- ./softprompts:/home/app/text-generation-webui/softprompts
- ./training:/home/app/text-generation-webui/training
- ./cloudflared:/etc/cloudflared

21
docker/intel/Dockerfile Normal file
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@ -0,0 +1,21 @@
# BUILDER
FROM ubuntu:22.04
WORKDIR /builder
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}"
ARG BUILD_EXTENSIONS="${BUILD_EXTENSIONS:-}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git vim build-essential python3-dev pip bash curl && \
rm -rf /var/lib/apt/lists/*
WORKDIR /home/app/
RUN git clone https://github.com/oobabooga/text-generation-webui.git
WORKDIR /home/app/text-generation-webui
RUN GPU_CHOICE=D USE_CUDA118=FALSE LAUNCH_AFTER_INSTALL=FALSE INSTALL_EXTENSIONS=TRUE ./start_linux.sh --verbose
COPY CMD_FLAGS.txt /home/app/text-generation-webui/
EXPOSE ${CONTAINER_PORT:-7860} ${CONTAINER_API_PORT:-5000} ${CONTAINER_API_STREAM_PORT:-5005}
# set umask to ensure group read / write at runtime
WORKDIR /home/app/text-generation-webui
CMD umask 0002 && export HOME=/home/app/text-generation-webui && ./start_linux.sh

55
docker/intel/docker-compose.yml Normal file
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@ -0,0 +1,55 @@
version: "3.3"
services:
text-generation-webui:
build:
context: .
args:
# Requirements file to use:
# | GPU | CPU | requirements file to use |
# |--------|---------|---------|
# | NVIDIA | has AVX2 | `requirements.txt` |
# | NVIDIA | no AVX2 | `requirements_noavx2.txt` |
# | AMD | has AVX2 | `requirements_amd.txt` |
# | AMD | no AVX2 | `requirements_amd_noavx2.txt` |
# | CPU only | has AVX2 | `requirements_cpu_only.txt` |
# | CPU only | no AVX2 | `requirements_cpu_only_noavx2.txt` |
# | Apple | Intel | `requirements_apple_intel.txt` |
# | Apple | Apple Silicon | `requirements_apple_silicon.txt` |
# Default: requirements.txt`
# BUILD_REQUIREMENTS: requirements.txt
# Extension requirements to build:
# BUILD_EXTENSIONS:
# specify which cuda version your card supports: https://developer.nvidia.com/cuda-gpus
TORCH_CUDA_ARCH_LIST: ${TORCH_CUDA_ARCH_LIST:-7.5}
BUILD_EXTENSIONS: ${BUILD_EXTENSIONS:-}
APP_GID: ${APP_GID:-6972}
APP_UID: ${APP_UID-6972}
env_file: .env
user: "${APP_RUNTIME_UID:-6972}:${APP_RUNTIME_GID:-6972}"
ports:
- "${HOST_PORT:-7860}:${CONTAINER_PORT:-7860}"
- "${HOST_API_PORT:-5000}:${CONTAINER_API_PORT:-5000}"
stdin_open: true
group_add:
- video
tty: true
ipc: host
devices:
- /dev/kfd
- /dev/dri
cap_add:
- SYS_PTRACE
security_opt:
- seccomp=unconfined
volumes:
- ./characters:/home/app/text-generation-webui/characters
- ./extensions:/home/app/text-generation-webui/extensions
- ./loras:/home/app/text-generation-webui/loras
- ./models:/home/app/text-generation-webui/models
- ./presets:/home/app/text-generation-webui/presets
- ./prompts:/home/app/text-generation-webui/prompts
- ./softprompts:/home/app/text-generation-webui/softprompts
- ./training:/home/app/text-generation-webui/training
- ./cloudflared:/etc/cloudflared

54
docker/nvidia/Dockerfile
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@ -1,57 +1,21 @@
# BUILDER
FROM nvidia/cuda:12.1.1-devel-ubuntu22.04 as builder
FROM ubuntu:22.04
WORKDIR /builder
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX}"
ARG BUILD_EXTENSIONS="${BUILD_EXTENSIONS:-}"
ARG BUILD_REQUIREMENTS="${BUILD_REQUIREMENTS:-requirements.txt}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
# create / update build env
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git vim build-essential python3-dev pip && \
rm -rf /var/lib/apt/lists/*
RUN --mount=type=cache,target=/root/.cache/pip,rw \
pip3 install --global --upgrade pip wheel setuptools && \
# make shared builder & runtime app user
addgroup --gid $APP_GID app_grp && \
useradd -m -u $APP_UID --gid app_grp app
USER app:app_grp
# build wheels for runtime
WORKDIR /home/app/build
COPY --chown=app:app_grp "$BUILD_REQUIREMENTS" /home/app/build/requirements.txt
COPY --chown=app:app_grp extensions /home/app/build/extensions
RUN --mount=type=cache,target=/root/.cache/pip,rw \
# build all requirements files as wheel dists
pip3 wheel -w wheels -r requirements.txt `echo "$BUILD_EXTENSIONS" | sed -r 's/([^,]+)\s*,?\s*/ -r \/home\/app\/build\/extensions\/\1\/requirements.txt/g'`
# drop wheel and setuptools .whl to avoid install issues
RUN rm wheels/setuptools*.whl
# RUNTIME
FROM nvidia/cuda:12.1.1-runtime-ubuntu22.04
ARG TORCH_CUDA_ARCH_LIST="${TORCH_CUDA_ARCH_LIST:-3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6}"
ARG APP_UID="${APP_UID:-6972}"
ARG APP_GID="${APP_GID:-6972}"
ENV CLI_ARGS=""
# create / update runtime env
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked,rw \
apt update && \
apt install --no-install-recommends -y git python3 pip && \
rm -rf /var/lib/apt/lists/* && \
pip3 install --global --no-cache --upgrade pip wheel setuptools && \
# make shared builder & runtime app user
addgroup --gid $APP_GID app_grp && \
useradd -m -u $APP_UID --gid app_grp app
USER app:app_grp
# install locally built wheels for app
WORKDIR /home/app/wheels
COPY --from=builder /home/app/build/wheels /home/app/wheels
COPY --chown=app:app_grp . /home/app/text-generation-webui
RUN umask 0002 && \
chmod g+rwX /home/app/text-generation-webui && \
pip3 install --global --no-build-isolation --no-cache --no-index ./*.whl && \
rm -r /home/app/wheels
apt install --no-install-recommends -y git vim build-essential python3-dev pip bash curl && \
rm -rf /var/lib/apt/lists/*
WORKDIR /home/app/
RUN git clone https://github.com/oobabooga/text-generation-webui.git
WORKDIR /home/app/text-generation-webui
RUN GPU_CHOICE=A USE_CUDA118=FALSE LAUNCH_AFTER_INSTALL=FALSE INSTALL_EXTENSIONS=TRUE ./start_linux.sh --verbose
COPY CMD_FLAGS.txt /home/app/text-generation-webui/
EXPOSE ${CONTAINER_PORT:-7860} ${CONTAINER_API_PORT:-5000} ${CONTAINER_API_STREAM_PORT:-5005}
WORKDIR /home/app/text-generation-webui
# set umask to ensure group read / write at runtime
CMD umask 0002 && export HOME=/home/app && python3 server.py ${CLI_ARGS}
CMD umask 0002 && export HOME=/home/app/text-generation-webui && ./start_linux.sh

2
docker/docker-compose.yml → docker/nvidia/docker-compose.yml
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@ -34,9 +34,11 @@ services:
stdin_open: true
tty: true
volumes:
- ./cache:/home/app/text-generation-webui/cache
- ./characters:/home/app/text-generation-webui/characters
- ./extensions:/home/app/text-generation-webui/extensions
- ./loras:/home/app/text-generation-webui/loras
- ./logs:/home/app/text-generation-webui/logs
- ./models:/home/app/text-generation-webui/models
- ./presets:/home/app/text-generation-webui/presets
- ./prompts:/home/app/text-generation-webui/prompts