mirror of
https://github.com/mudler/LocalAI.git
synced 2025-05-28 14:35:00 +00:00
feat(conda): conda environments (#1144)
* feat(autogptq): add a separate conda environment for autogptq (#1137) **Description** This PR related to #1117 **Notes for Reviewers** Here we lock down the version of the dependencies. Make sure it can be used all the time without failed if the version of dependencies were upgraded. I change the order of importing packages according to the pylint, and no change the logic of code. It should be ok. I will do more investigate on writing some test cases for every backend. I can run the service in my environment, but there is not exist a way to test it. So, I am not confident on it. Add a README.md in the `grpc` root. This is the common commands for creating `conda` environment. And it can be used to the reference file for creating extral gRPC backend document. Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * [Extra backend] Add seperate environment for ttsbark (#1141) **Description** This PR relates to #1117 **Notes for Reviewers** Same to the latest PR: * The code is also changed, but only the order of the import package parts. And some code comments are also added. * Add a configuration of the `conda` environment * Add a simple test case for testing if the service can be startup in current `conda` environment. It is succeed in VSCode, but the it is not out of box on terminal. So, it is hard to say the test case really useful. **[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)** - [x] Yes, I signed my commits. <!-- Thank you for contributing to LocalAI! Contributing Conventions ------------------------- The draft above helps to give a quick overview of your PR. Remember to remove this comment and to at least: 1. Include descriptive PR titles with [<component-name>] prepended. We use [conventional commits](https://www.conventionalcommits.org/en/v1.0.0/). 2. Build and test your changes before submitting a PR (`make build`). 3. Sign your commits 4. **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below). 5. **X/Twitter handle:** we announce bigger features on X/Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out! By following the community's contribution conventions upfront, the review process will be accelerated and your PR merged more quickly. If no one reviews your PR within a few days, please @-mention @mudler. --> Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda): add make target and entrypoints for the dockerfile Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda): Add seperate conda env for diffusers (#1145) **Description** This PR relates to #1117 **Notes for Reviewers** * Add `conda` env `diffusers.yml` * Add Makefile to create it automatically * Add `run.sh` to support running as a extra backend * Also adding it to the main Dockerfile * Add make command in the root Makefile * Testing the server, it can start up under the env Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda):Add seperate env for vllm (#1148) **Description** This PR is related to #1117 **Notes for Reviewers** * The gRPC server can be started as normal * The test case can be triggered in VSCode * Same to other this kind of PRs, add `vllm.yml` Makefile and add `run.sh` to the main Dockerfile, and command to the main Makefile **[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)** - [x] Yes, I signed my commits. <!-- Thank you for contributing to LocalAI! Contributing Conventions ------------------------- The draft above helps to give a quick overview of your PR. Remember to remove this comment and to at least: 1. Include descriptive PR titles with [<component-name>] prepended. We use [conventional commits](https://www.conventionalcommits.org/en/v1.0.0/). 2. Build and test your changes before submitting a PR (`make build`). 3. Sign your commits 4. **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below). 5. **X/Twitter handle:** we announce bigger features on X/Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out! By following the community's contribution conventions upfront, the review process will be accelerated and your PR merged more quickly. If no one reviews your PR within a few days, please @-mention @mudler. --> Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda):Add seperate env for huggingface (#1146) **Description** This PR is related to #1117 **Notes for Reviewers** * Add conda env `huggingface.yml` * Change the import order, and also remove the no-used packages * Add `run.sh` and `make command` to the main Dockerfile and Makefile * Add test cases for it. It can be triggered and succeed under VSCode Python extension but it is hang by using `python -m unites test_huggingface.py` in the terminal ``` Running tests (unittest): /workspaces/LocalAI/extra/grpc/huggingface Running tests: /workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_embedding /workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_load_model /workspaces/LocalAI/extra/grpc/huggingface/test_huggingface.py::TestBackendServicer::test_server_startup ./test_huggingface.py::TestBackendServicer::test_embedding Passed ./test_huggingface.py::TestBackendServicer::test_load_model Passed ./test_huggingface.py::TestBackendServicer::test_server_startup Passed Total number of tests expected to run: 3 Total number of tests run: 3 Total number of tests passed: 3 Total number of tests failed: 0 Total number of tests failed with errors: 0 Total number of tests skipped: 0 Finished running tests! ``` **[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)** - [x] Yes, I signed my commits. <!-- Thank you for contributing to LocalAI! Contributing Conventions ------------------------- The draft above helps to give a quick overview of your PR. Remember to remove this comment and to at least: 1. Include descriptive PR titles with [<component-name>] prepended. We use [conventional commits](https://www.conventionalcommits.org/en/v1.0.0/). 2. Build and test your changes before submitting a PR (`make build`). 3. Sign your commits 4. **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below). 5. **X/Twitter handle:** we announce bigger features on X/Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out! By following the community's contribution conventions upfront, the review process will be accelerated and your PR merged more quickly. If no one reviews your PR within a few days, please @-mention @mudler. --> Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda): Add the seperate conda env for VALL-E X (#1147) **Description** This PR is related to #1117 **Notes for Reviewers** * The gRPC server cannot start up ``` (ttsvalle) @Aisuko ➜ /workspaces/LocalAI (feat/vall-e-x) $ /opt/conda/envs/ttsvalle/bin/python /workspaces/LocalAI/extra/grpc/vall-e-x/ttsvalle.py Traceback (most recent call last): File "/workspaces/LocalAI/extra/grpc/vall-e-x/ttsvalle.py", line 14, in <module> from utils.generation import SAMPLE_RATE, generate_audio, preload_models ModuleNotFoundError: No module named 'utils' ``` The installation steps follow https://github.com/Plachtaa/VALL-E-X#-installation below: * Under the `ttsvalle` conda env ``` git clone https://github.com/Plachtaa/VALL-E-X.git cd VALL-E-X pip install -r requirements.txt ``` **[Signed commits](../CONTRIBUTING.md#signing-off-on-commits-developer-certificate-of-origin)** - [x] Yes, I signed my commits. <!-- Thank you for contributing to LocalAI! Contributing Conventions ------------------------- The draft above helps to give a quick overview of your PR. Remember to remove this comment and to at least: 1. Include descriptive PR titles with [<component-name>] prepended. We use [conventional commits](https://www.conventionalcommits.org/en/v1.0.0/). 2. Build and test your changes before submitting a PR (`make build`). 3. Sign your commits 4. **Tag maintainer:** for a quicker response, tag the relevant maintainer (see below). 5. **X/Twitter handle:** we announce bigger features on X/Twitter. If your PR gets announced, and you'd like a mention, we'll gladly shout you out! By following the community's contribution conventions upfront, the review process will be accelerated and your PR merged more quickly. If no one reviews your PR within a few days, please @-mention @mudler. --> Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fix: set image type Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * feat(conda):Add seperate conda env for exllama (#1149) Add seperate env for exllama Signed-off-by: Aisuko <urakiny@gmail.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Setup conda Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Set image_type arg Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * ci: prepare only conda env in tests Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * Dockerfile: comment manual pip calls Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * conda: add conda to PATH Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * fixes * add shebang * Fixups Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * file perms Signed-off-by: Ettore Di Giacinto <mudler@localai.io> * debug * Install new conda in the worker * Disable GPU tests for now until the worker is back * Rename workflows * debug * Fixup conda install * fixup(wrapper): pass args Signed-off-by: Ettore Di Giacinto <mudler@localai.io> --------- Signed-off-by: GitHub <noreply@github.com> Signed-off-by: Ettore Di Giacinto <mudler@localai.io> Signed-off-by: Aisuko <urakiny@gmail.com> Signed-off-by: Ettore Di Giacinto <mudler@users.noreply.github.com> Co-authored-by: Aisuko <urakiny@gmail.com>
This commit is contained in:
Ettore Di Giacinto
GitHub
parent
9b17af18b3
commit
f347e51927
44 changed files with 1288 additions and 163 deletions
136
.github/workflows/image.yml
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@ -14,7 +14,7 @@ concurrency:
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cancel-in-progress: true
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jobs:
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docker:
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image-build:
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strategy:
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matrix:
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include:
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@ -29,98 +29,6 @@ jobs:
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tag-latest: 'false'
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tag-suffix: '-ffmpeg'
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ffmpeg: 'true'
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runs-on: ubuntu-latest
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steps:
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- name: Checkout
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uses: actions/checkout@v4
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- name: Release space from worker
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run: |
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echo "Listing top largest packages"
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pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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head -n 30 <<< "${pkgs}"
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echo
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df -h
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echo
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sudo apt-get remove -y '^llvm-.*|^libllvm.*' || true
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sudo apt-get remove --auto-remove android-sdk-platform-tools || true
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sudo apt-get purge --auto-remove android-sdk-platform-tools || true
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sudo rm -rf /usr/local/lib/android
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sudo apt-get remove -y '^dotnet-.*|^aspnetcore-.*' || true
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sudo rm -rf /usr/share/dotnet
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sudo apt-get remove -y '^mono-.*' || true
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sudo apt-get remove -y '^ghc-.*' || true
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sudo apt-get remove -y '.*jdk.*|.*jre.*' || true
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sudo apt-get remove -y 'php.*' || true
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sudo apt-get remove -y hhvm powershell firefox monodoc-manual msbuild || true
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sudo apt-get remove -y '^google-.*' || true
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sudo apt-get remove -y azure-cli || true
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sudo apt-get remove -y '^mongo.*-.*|^postgresql-.*|^mysql-.*|^mssql-.*' || true
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sudo apt-get remove -y '^gfortran-.*' || true
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sudo apt-get remove -y microsoft-edge-stable || true
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sudo apt-get remove -y firefox || true
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sudo apt-get remove -y powershell || true
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sudo apt-get remove -y r-base-core || true
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sudo apt-get autoremove -y
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sudo apt-get clean
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echo
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echo "Listing top largest packages"
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pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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head -n 30 <<< "${pkgs}"
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echo
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sudo rm -rfv build || true
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df -h
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- name: Docker meta
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id: meta
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uses: docker/metadata-action@v5
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with:
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images: quay.io/go-skynet/local-ai
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tags: |
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type=ref,event=branch
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type=semver,pattern={{raw}}
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type=sha
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flavor: |
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latest=${{ matrix.tag-latest }}
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suffix=${{ matrix.tag-suffix }}
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- name: Set up QEMU
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uses: docker/setup-qemu-action@master
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with:
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platforms: all
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- name: Set up Docker Buildx
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id: buildx
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uses: docker/setup-buildx-action@master
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- name: Login to DockerHub
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if: github.event_name != 'pull_request'
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uses: docker/login-action@v3
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with:
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registry: quay.io
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username: ${{ secrets.LOCALAI_REGISTRY_USERNAME }}
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password: ${{ secrets.LOCALAI_REGISTRY_PASSWORD }}
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- name: Build and push
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uses: docker/build-push-action@v5
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with:
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builder: ${{ steps.buildx.outputs.name }}
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build-args: |
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BUILD_TYPE=${{ matrix.build-type }}
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CUDA_MAJOR_VERSION=${{ matrix.cuda-major-version }}
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CUDA_MINOR_VERSION=${{ matrix.cuda-minor-version }}
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FFMPEG=${{ matrix.ffmpeg }}
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context: .
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file: ./Dockerfile
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platforms: ${{ matrix.platforms }}
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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docker-gpu:
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strategy:
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matrix:
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include:
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- build-type: 'cublas'
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cuda-major-version: 11
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cuda-minor-version: 7
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&& sudo apt-get install -y git
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- name: Checkout
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uses: actions/checkout@v4
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# - name: Release space from worker
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# run: |
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# echo "Listing top largest packages"
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# pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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# head -n 30 <<< "${pkgs}"
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# echo
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# df -h
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# echo
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# sudo apt-get remove -y '^llvm-.*|^libllvm.*' || true
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# sudo apt-get remove --auto-remove android-sdk-platform-tools || true
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# sudo apt-get purge --auto-remove android-sdk-platform-tools || true
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# sudo rm -rf /usr/local/lib/android
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# sudo apt-get remove -y '^dotnet-.*|^aspnetcore-.*' || true
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# sudo rm -rf /usr/share/dotnet
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# sudo apt-get remove -y '^mono-.*' || true
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# sudo apt-get remove -y '^ghc-.*' || true
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# sudo apt-get remove -y '.*jdk.*|.*jre.*' || true
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# sudo apt-get remove -y 'php.*' || true
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# sudo apt-get remove -y hhvm powershell firefox monodoc-manual msbuild || true
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# sudo apt-get remove -y '^google-.*' || true
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# sudo apt-get remove -y azure-cli || true
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# sudo apt-get remove -y '^mongo.*-.*|^postgresql-.*|^mysql-.*|^mssql-.*' || true
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# sudo apt-get remove -y '^gfortran-.*' || true
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# sudo apt-get remove -y microsoft-edge-stable || true
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# sudo apt-get remove -y firefox || true
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# sudo apt-get remove -y powershell || true
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# sudo apt-get remove -y r-base-core || true
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# sudo apt-get autoremove -y
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# sudo apt-get clean
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# echo
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# echo "Listing top largest packages"
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# pkgs=$(dpkg-query -Wf '${Installed-Size}\t${Package}\t${Status}\n' | awk '$NF == "installed"{print $1 "\t" $2}' | sort -nr)
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# head -n 30 <<< "${pkgs}"
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# echo
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# sudo rm -rfv build || true
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# df -h
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- name: Docker meta
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id: meta
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uses: docker/metadata-action@v5
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registry: quay.io
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username: ${{ secrets.LOCALAI_REGISTRY_USERNAME }}
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password: ${{ secrets.LOCALAI_REGISTRY_PASSWORD }}
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- name: Build and push
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uses: docker/build-push-action@v5
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with:
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@ -207,7 +151,3 @@ jobs:
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push: ${{ github.event_name != 'pull_request' }}
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tags: ${{ steps.meta.outputs.tags }}
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labels: ${{ steps.meta.outputs.labels }}
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- name: Release space from worker ♻
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if: always()
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run: |
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docker system prune -f -a --volumes || true
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18
.github/workflows/test.yml
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18
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@ -14,7 +14,7 @@ concurrency:
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cancel-in-progress: true
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jobs:
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ubuntu-latest:
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tests-linux:
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runs-on: ubuntu-latest
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strategy:
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matrix:
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run: |
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sudo apt-get update
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sudo apt-get install build-essential ffmpeg
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curl https://repo.anaconda.com/pkgs/misc/gpgkeys/anaconda.asc | gpg --dearmor > conda.gpg && \
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sudo install -o root -g root -m 644 conda.gpg /usr/share/keyrings/conda-archive-keyring.gpg && \
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gpg --keyring /usr/share/keyrings/conda-archive-keyring.gpg --no-default-keyring --fingerprint 34161F5BF5EB1D4BFBBB8F0A8AEB4F8B29D82806 && \
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sudo /bin/bash -c 'echo "deb [arch=amd64 signed-by=/usr/share/keyrings/conda-archive-keyring.gpg] https://repo.anaconda.com/pkgs/misc/debrepo/conda stable main" > /etc/apt/sources.list.d/conda.list' && \
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sudo /bin/bash -c 'echo "deb [arch=amd64 signed-by=/usr/share/keyrings/conda-archive-keyring.gpg] https://repo.anaconda.com/pkgs/misc/debrepo/conda stable main" | tee -a /etc/apt/sources.list.d/conda.list' && \
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sudo apt-get update && \
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sudo apt-get install -y conda
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sudo apt-get install -y ca-certificates cmake curl patch
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sudo apt-get install -y libopencv-dev && sudo ln -s /usr/include/opencv4/opencv2 /usr/include/opencv2
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sudo pip install -r extra/requirements.txt
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sudo rm -rfv /usr/bin/conda || true
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PATH=$PATH:/opt/conda/bin make -C extra/grpc/huggingface
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# Pre-build stable diffusion before we install a newever version of abseil (not compatible with stablediffusion-ncn)
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GO_TAGS="tts stablediffusion" GRPC_BACKENDS=backend-assets/grpc/stablediffusion make build
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cd grpc && mkdir -p cmake/build && cd cmake/build && cmake -DgRPC_INSTALL=ON \
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-DgRPC_BUILD_TESTS=OFF \
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../.. && sudo make -j12 install
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- name: Test
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run: |
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ESPEAK_DATA="/build/lib/Linux-$(uname -m)/piper_phonemize/lib/espeak-ng-data" GO_TAGS="tts stablediffusion" make test
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tests-apple:
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runs-on: macOS-latest
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strategy:
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matrix:
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