108 lines
3.9 KiB
Markdown
108 lines
3.9 KiB
Markdown
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# Contributing to vLLM Ascend plugin
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## Building and testing
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It's recommended to set up a local development environment to build and test
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before you submit a PR.
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### Prepare environment and build
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Theoretically, the vllm-ascend build is only supported on Linux because
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`vllm-ascend` dependency `torch_npu` only supports Linux.
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But you can still set up dev env on Linux/Windows/macOS for linting and basic
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test as following commands:
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```bash
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# Choose a base dir (~/vllm-project/) and set up venv
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cd ~/vllm-project/
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python3 -m venv .venv
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source ./.venv/bin/activate
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# Clone vllm code and install
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git clone https://github.com/vllm-project/vllm.git
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cd vllm
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pip install -r requirements-build.txt
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VLLM_TARGET_DEVICE="empty" pip install .
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cd ..
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# Clone vllm-ascend and install
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git clone https://github.com/vllm-project/vllm-ascend.git
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cd vllm-ascend
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pip install -r requirements-dev.txt
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# Then you can run lint and mypy test
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bash format.sh
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# Build:
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# - only supported on Linux (torch_npu available)
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# pip install -e .
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# - build without deps for debugging in other OS
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# pip install -e . --no-deps
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# Commit changed files using `-s`
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git commit -sm "your commit info"
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```
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### Testing
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Although vllm-ascend CI provide integration test on [Ascend](.github/workflows/vllm_ascend_test.yaml), you can run it
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locally. The simplest way to run these integration tests locally is through a container:
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```bash
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# Under Ascend NPU environment
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git clone https://github.com/vllm-project/vllm-ascend.git
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cd vllm-ascend
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IMAGE=vllm-ascend-dev-image
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CONTAINER_NAME=vllm-ascend-dev
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DEVICE=/dev/davinci1
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# The first build will take about 10 mins (10MB/s) to download the base image and packages
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docker build -t $IMAGE -f ./Dockerfile .
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# You can also specify the mirror repo via setting VLLM_REPO to speedup
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# docker build -t $IMAGE -f ./Dockerfile . --build-arg VLLM_REPO=https://gitee.com/mirrors/vllm
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docker run --name $CONTAINER_NAME --network host --device $DEVICE \
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--device /dev/davinci_manager --device /dev/devmm_svm \
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--device /dev/hisi_hdc -v /usr/local/dcmi:/usr/local/dcmi \
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-v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \
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-v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \
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-ti --rm $IMAGE bash
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cd vllm-ascend
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pip install -r requirements-dev.txt
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pytest tests/
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```
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## DCO and Signed-off-by
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When contributing changes to this project, you must agree to the DCO. Commits must include a `Signed-off-by:` header which certifies agreement with the terms of the DCO.
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Using `-s` with `git commit` will automatically add this header.
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## PR Title and Classification
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Only specific types of PRs will be reviewed. The PR title is prefixed appropriately to indicate the type of change. Please use one of the following:
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- `[Attention]` for new features or optimization in attention.
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- `[Communicator]` for new features or optimization in communicators.
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- `[ModelRunner]` for new features or optimization in model runner.
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- `[Platform]` for new features or optimization in platform.
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- `[Worker]` for new features or optimization in worker.
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- `[Core]` for new features or optimization in the core vllm-ascend logic (such as platform, attention, communicators, model runner)
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- `[Kernel]` changes affecting compute kernels and ops.
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- `[Bugfix]` for bug fixes.
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- `[Doc]` for documentation fixes and improvements.
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- `[Test]` for tests (such as unit tests).
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- `[CI]` for build or continuous integration improvements.
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- `[Misc]` for PRs that do not fit the above categories. Please use this sparingly.
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> [!NOTE]
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> If the PR spans more than one category, please include all relevant prefixes.
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## Others
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You may find more information about contributing to vLLM Ascend backend plugin on [<u>docs.vllm.ai</u>](https://docs.vllm.ai/en/latest/contributing/overview.html).
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If you find any problem when contributing, you can feel free to submit a PR to improve the doc to help other developers.
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