ggml llama2 examples #68
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| name: ggml llama2 examples | |
| on: | |
| schedule: | |
| - cron: "0 0 * * *" | |
| workflow_dispatch: | |
| inputs: | |
| logLevel: | |
| description: 'Log level' | |
| required: true | |
| default: 'info' | |
| push: | |
| branches: [ '*' ] | |
| paths: | |
| - ".github/workflows/llama.yml" | |
| - "wasmedge-ggml-llama/**" | |
| pull_request: | |
| branches: [ '*' ] | |
| paths: | |
| - ".github/workflows/llama.yml" | |
| - "wasmedge-ggml-llama/**" | |
| jobs: | |
| build: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Install apt-get packages | |
| run: | | |
| echo RESET grub-efi/install_devices | sudo debconf-communicate grub-pc | |
| sudo ACCEPT_EULA=Y apt-get update | |
| sudo ACCEPT_EULA=Y apt-get upgrade | |
| sudo apt-get install wget git curl software-properties-common build-essential libopenblas-dev | |
| - name: Install Rust target for wasm | |
| run: | | |
| rustup target add wasm32-wasi | |
| - name: Install WasmEdge + WASI-NN + GGML | |
| run: | | |
| VERSION=0.13.4 | |
| curl -sSf https://raw.githubusercontent.com/WasmEdge/WasmEdge/master/utils/install.sh | sudo bash -s -- -v $VERSION --plugins wasi_nn-ggml -p /usr/local | |
| - name: Example | |
| run: | | |
| cd wasmedge-ggml-llama | |
| # curl -LO https://huggingface.co/kirp/TinyLlama-1.1B-Chat-v0.2-gguf/resolve/main/ggml-model-q4_0.gguf | |
| curl -LO https://huggingface.co/juanjgit/orca_mini_3B-GGUF/resolve/main/orca-mini-3b.q4_0.gguf | |
| cargo build --target wasm32-wasi --release | |
| wasmedge compile target/wasm32-wasi/release/wasmedge-ggml-llama.wasm wasmedge-ggml-llama.wasm | |
| # wasmedge --dir .:. --nn-preload default:GGML:CPU:ggml-model-q4_0.gguf wasmedge-ggml-llama.wasm default '<|im_start|>user\nWhere is the capital of Japan?<|im_end|>\n<|im_start|>assistant\n' | |
| wasmedge --dir .:. --nn-preload default:GGML:CPU:orca-mini-3b.q4_0.gguf wasmedge-ggml-llama.wasm default '### System:\nYou are an AI assistant\n\n### User:\nWhere is the capital of Japan?\n\n### Response:\n' |