llama2 #140
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| name: llama2 | |
| 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" | |
| schedule: | |
| - cron: "0 0 */1 * *" | |
| jobs: | |
| preview-feature: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Manually update GitHub's containerd | |
| run: | | |
| wget https://github.com/containerd/containerd/releases/download/v1.7.5/containerd-1.7.5-linux-amd64.tar.gz | |
| sudo tar Czxvf /usr containerd-1.7.5-linux-amd64.tar.gz | |
| sudo systemctl restart containerd | |
| - name: Set up Docker | |
| uses: crazy-max/ghaction-setup-docker@v2 | |
| with: | |
| daemon-config: | | |
| { | |
| "debug": true, | |
| "features": { | |
| "containerd-snapshotter": true | |
| } | |
| } | |
| - name: Fetch Llama-2-7B-GGUF model | |
| run: curl -LO https://huggingface.co/TheBloke/Llama-2-7B-GGUF/resolve/main/llama-2-7b.Q5_K_M.gguf | |
| - name: Fetch WASI-NN GGML with LLAMA2 example image | |
| run: sudo ctr image pull ghcr.io/second-state/runwasi-demo:llama-simple | |
| - name: Install WASI-NN GGML plugin (preview) | |
| run: | | |
| sudo ctr content fetch ghcr.io/second-state/runwasi-wasmedge-plugin:allinone.wasi_nn-ggml | |
| sudo ctr install ghcr.io/second-state/runwasi-wasmedge-plugin:allinone.wasi_nn-ggml -l -r | |
| - name: Run WASI-NN GGML with LLAMA2 example (preview) through containerd | |
| run: | | |
| sudo ctr run --rm --runtime=io.containerd.wasmedge.v1 \ | |
| --mount type=bind,src=/opt/containerd/lib,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.Q5_K_M.gguf \ | |
| ghcr.io/second-state/runwasi-demo:llama-simple testggml /app.wasm \ | |
| --model-alias default --ctx-size 4096 --n-predict 128 --log-enable --stream-stdout \ | |
| --prompt 'Robert Oppenheimer most important achievement is ' | |
| - name: Run WASI-NN GGML with LLAMA2 example (preview) through docker | |
| run: | | |
| docker run --rm --runtime=io.containerd.wasmedge.v1 --platform wasi/wasm \ | |
| -v /opt/containerd/lib:/opt/containerd/lib \ | |
| -v $PWD:/resource \ | |
| --env WASMEDGE_PLUGIN_PATH=/opt/containerd/lib \ | |
| --env WASMEDGE_WASINN_PRELOAD=default:GGML:CPU:/resource/llama-2-7b.Q5_K_M.gguf \ | |
| ghcr.io/second-state/runwasi-demo:llama-simple \ | |
| --model-alias default --ctx-size 4096 --n-predict 128 --log-enable --stream-stdout \ | |
| --prompt 'Robert Oppenheimer most important achievement is ' |