k8s containerd LLAMA service test #86
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| name: k8s containerd LLAMA service test | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.head_ref || github.ref }} | |
| cancel-in-progress: true | |
| 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 * *" | |
| jobs: | |
| run: | |
| runs-on: ubuntu-20.04 | |
| name: Run ggml plugin example | |
| steps: | |
| - uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 0 | |
| - 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 and starting k8s | |
| run: | | |
| bash kubernetes_containerd/install.sh > k8s.log 2>&1 | |
| - 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: Sleep for 1200s | |
| run: sleep 1200s | |
| shell: bash | |
| - name: Dump the log of k8s setup | |
| run: | | |
| cat k8s.log | |
| - name: Run llm api service in k8s | |
| continue-on-error: true | |
| run: | | |
| bash k8s_containerd_llama/llama_server_application.sh >> dump.log 2>&1 | |
| - name: Test API server pod was created using the kubectl run command. | |
| continue-on-error: true | |
| 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 . | |
| 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": "What new discoveries from the James Webb Space Telescope can I tell my nine-year-old about?"}], "model":"llama-2-chat"}' | jq . | |
| - name: Display crun and wasmedge version | |
| run: | | |
| crun --version | |
| wasmedge --version | |
| - name: Dump the log of execution | |
| run: | | |
| cat dump.log |