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Merge pull request #41 from CaptainVincent/pure-crun-ggml
Add pure containerd + crun + llama server example
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name: Run containerd + crun + LLAMA service test | ||
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concurrency: | ||
group: ${{ github.workflow }}-${{ github.head_ref || github.ref }} | ||
cancel-in-progress: true | ||
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on: | ||
workflow_dispatch: | ||
inputs: | ||
logLevel: | ||
description: 'Log level' | ||
required: true | ||
default: 'info' | ||
push: | ||
branches: [ main ] | ||
paths-ignore: | ||
- '**/README.md' | ||
pull_request: | ||
branches: [ main ] | ||
paths-ignore: | ||
- '**/README.md' | ||
schedule: | ||
- cron: "0 0 */1 * *" | ||
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jobs: | ||
run: | ||
runs-on: ubuntu-20.04 | ||
name: Run ggml plugin example | ||
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steps: | ||
- uses: actions/checkout@v4 | ||
with: | ||
fetch-depth: 0 | ||
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- name: Install apt-get packages | ||
run: | | ||
sudo ACCEPT_EULA=Y apt-get update | ||
sudo ACCEPT_EULA=Y apt-get upgrade | ||
sudo ACCEPT_EULA=Y apt-get install git wget jq | ||
- name: Install containerd, WasmEdge, and crun with supprt of plugins and nn-preoload | ||
run: | | ||
sed 's|https://github.com/containers/crun|-b enable-wasmedge-plugin https://github.com/second-state/crun|g' containerd/install.sh | bash | ||
- name: Installing wasi_nn-ggml plugin and copy sys's dependencies into same path for container environment | ||
run: | | ||
curl -sSf https://raw.githubusercontent.com/WasmEdge/WasmEdge/master/utils/install.sh | bash -s -- --plugins wasi_nn-ggml | ||
wget -qO- https://raw.githubusercontent.com/second-state/runwasi/main/release/utils/copy_sys_dependencies.sh | bash -s $HOME/.wasmedge/plugin/libwasmedgePluginWasiNN.so $HOME/.wasmedge/plugin/ | ||
- name: Download llm model | ||
run: | | ||
curl -LO https://huggingface.co/second-state/Llama-2-7B-Chat-GGUF/resolve/main/llama-2-7b-chat.Q5_K_M.gguf | ||
- name: Download wasm application | ||
run: | | ||
sudo ctr image pull ghcr.io/captainvincent/runwasi-demo:llama-api-server | ||
- name: Run llm api service with crun | ||
run: | | ||
nohup sudo ctr run --rm --net-host --runc-binary crun --runtime io.containerd.runc.v2 \ | ||
--mount type=bind,src=$HOME/.wasmedge/plugin/,dst=/opt/containerd/lib,options=bind:ro \ | ||
--mount type=bind,src=$PWD,dst=/resource,options=bind:ro \ | ||
--env WASMEDGE_PLUGIN_PATH=/opt/containerd/lib \ | ||
--env WASMEDGE_WASINN_PRELOAD=default:GGML:CPU:/resource/llama-2-7b-chat.Q5_K_M.gguf \ | ||
--label module.wasm.image/variant=compat-smart ghcr.io/captainvincent/runwasi-demo:llama-api-server ggml \ | ||
/app.wasm -p llama-2-chat & | ||
sleep 3 | ||
- name: Test API server | ||
run: | | ||
curl -X POST http://localhost:8080/v1/models -H 'accept:application/json' | ||
curl -X POST http://localhost:8080/v1/chat/completions -H 'accept:application/json' -H 'Content-Type: application/json' -d '{"messages":[{"role":"system", "content": "You are a helpful assistant."}, {"role":"user", "content": "Who is Robert Oppenheimer?"}], "model":"llama-2-chat"}' | jq . > result.json | ||
- name: Dump the log of execution | ||
run: | | ||
cat result.json | ||
- name: Checking result | ||
run: | | ||
if jq -e '. | tostring | contains("chat.completion")' result.json >/dev/null; then | ||
echo "Pattern found in the JSON file." | ||
else | ||
echo "Pattern not found in the JSON file." | ||
exit 1 | ||
fi | ||
- name: Display crun and wasmedge version | ||
run: | | ||
sudo ctr --version | ||
crun --version | ||
wasmedge --version |