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166 changes: 166 additions & 0 deletions .dockerignore
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_skbuild/

.envrc

models/

# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class

# C extensions
*.so

# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST

# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
.pybuilder/
target/

# Jupyter Notebook
.ipynb_checkpoints

# IPython
profile_default/
ipython_config.py

# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version

# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock

# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock

# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/#use-with-ide
.pdm.toml

# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/

# Celery stuff
celerybeat-schedule
celerybeat.pid

# SageMath parsed files
*.sage.py

# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/

# Spyder project settings
.spyderproject
.spyproject

# Rope project settings
.ropeproject

# mkdocs documentation
/site

# mypy
.mypy_cache/
.dmypy.json
dmypy.json

# Pyre type checker
.pyre/

# pytype static type analyzer
.pytype/

# Cython debug symbols
cython_debug/

# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
.idea/
33 changes: 33 additions & 0 deletions .github/workflows/build-docker.yaml
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name: Build Docker

on: workflow_dispatch

jobs:
docker:
name: Build and push Docker image
runs-on: ubuntu-latest
needs: build-n-publish
steps:
- name: Checkout
uses: actions/checkout@v3

- name: Set up QEMU
uses: docker/setup-qemu-action@v2

- name: Set up Docker Buildx
uses: docker/setup-buildx-action@v2

- name: Login to GitHub Container Registry
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.repository_owner }}
password: ${{ secrets.GITHUB_TOKEN }}

- name: Build and push
uses: docker/build-push-action@v4
with:
push: true # push to registry
pull: true # always fetch the latest base images
platforms: linux/amd64,linux/arm64 # build for both amd64 and arm64
tags: ghcr.io/abetlen/llama-cpp-python:latest
2 changes: 1 addition & 1 deletion .github/workflows/publish.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -28,4 +28,4 @@ jobs:
# if: startsWith(github.ref, 'refs/tags')
uses: pypa/gh-action-pypi-publish@release/v1
with:
password: ${{ secrets.PYPI_API_TOKEN }}
password: ${{ secrets.PYPI_API_TOKEN }}
15 changes: 15 additions & 0 deletions Dockerfile
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FROM python:3-bullseye

# We need to set the host to 0.0.0.0 to allow outside access
ENV HOST 0.0.0.0

COPY . .

# Install the package
RUN apt update && apt install -y libopenblas-dev
RUN python -m pip install --upgrade pip pytest cmake scikit-build setuptools fastapi uvicorn sse-starlette

RUN LLAMA_OPENBLAS=1 python3 setup.py develop

# Run the server
CMD python3 -m llama_cpp.server
8 changes: 8 additions & 0 deletions README.md
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Expand Up @@ -66,6 +66,14 @@ python3 -m llama_cpp.server

Navigate to [http://localhost:8000/docs](http://localhost:8000/docs) to see the OpenAPI documentation.

## Docker image

A Docker image is available on [GHCR](https://ghcr.io/abetlen/llama-cpp-python). To run the server:

```bash
docker run --rm -it -p8000:8000 -v /path/to/models:/models -eMODEL=/models/ggml-model-name.bin ghcr.io/abetlen/llama-cpp-python:latest
```

## Low-level API

The low-level API is a direct `ctypes` binding to the C API provided by `llama.cpp`.
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