ggml llama2 examples #223
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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/**" | |
| pull_request: | |
| branches: [ '*' ] | |
| paths: | |
| - ".github/workflows/llama.yml" | |
| - "wasmedge-ggml/**" | |
| jobs: | |
| ubuntu: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - 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=0.13.5 | |
| 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: Tiny Llama | |
| run: | | |
| cd wasmedge-ggml/llama | |
| curl -LO https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF/resolve/main/tinyllama-1.1b-chat-v0.3.Q5_K_M.gguf | |
| cargo build --target wasm32-wasi --release | |
| wasmedge --dir .:. \ | |
| --nn-preload default:GGML:AUTO:tinyllama-1.1b-chat-v0.3.Q5_K_M.gguf \ | |
| target/wasm32-wasi/release/wasmedge-ggml-llama.wasm \ | |
| default \ | |
| '<|im_start|>system\nYou are an AI assistant<|im_end|>\n<|im_start|>user\nWhere is the capital of Japan?<|im_end|>\n<|im_start|>assistant' | |
| - name: llama2 7b | |
| run: | | |
| cd wasmedge-ggml/llama | |
| curl -LO https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF/resolve/main/llama-2-7b-chat.Q5_K_M.gguf | |
| cargo build --target wasm32-wasi --release | |
| wasmedge --dir .:. \ | |
| --nn-preload default:GGML:AUTO:llama-2-7b-chat.Q5_K_M.gguf \ | |
| target/wasm32-wasi/release/wasmedge-ggml-llama.wasm \ | |
| default \ | |
| '[INST] <<SYS>>\nYou are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature. If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you do not know the answer to a question, please do not share false information.\n<</SYS>>\nWhat is the capital of Japan?[/INST]' | |
| - name: Build llama-stream | |
| run: | | |
| cd wasmedge-ggml/llama-stream | |
| cargo build --target wasm32-wasi --release | |
| - name: Build chatml | |
| run: | | |
| cd wasmedge-ggml/chatml | |
| cargo build --target wasm32-wasi --release | |
| - name: Build embedding | |
| run: | | |
| cd wasmedge-ggml/embedding | |
| cargo build --target wasm32-wasi --release | |
| macos: | |
| strategy: | |
| matrix: | |
| include: | |
| - name: MacOS-13 | |
| host_runner: macos-13 | |
| - name: MacOS-14 | |
| host_runner: macos-14 | |
| name: ${{ matrix.name }} | |
| runs-on: ${{ matrix.host_runner }} | |
| steps: | |
| - uses: actions/checkout@v4 | |
| - uses: actions-rust-lang/setup-rust-toolchain@v1 | |
| - name: Install Rust target for wasm | |
| run: | | |
| rustup target add wasm32-wasi | |
| - name: Install WasmEdge + WASI-NN + GGML | |
| run: | | |
| VERSION=0.13.5 | |
| 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: Tiny Llama | |
| run: | | |
| cd wasmedge-ggml/llama | |
| curl -LO https://huggingface.co/TheBloke/TinyLlama-1.1B-Chat-v0.3-GGUF/resolve/main/tinyllama-1.1b-chat-v0.3.Q5_K_M.gguf | |
| cargo build --target wasm32-wasi --release | |
| wasmedge --dir .:. \ | |
| --nn-preload default:GGML:AUTO:tinyllama-1.1b-chat-v0.3.Q5_K_M.gguf \ | |
| target/wasm32-wasi/release/wasmedge-ggml-llama.wasm \ | |
| default \ | |
| '<|im_start|>system\nYou are an AI assistant<|im_end|>\n<|im_start|>user\nWhere is the capital of Japan?<|im_end|>\n<|im_start|>assistant' | |
| - name: llama2 7b | |
| run: | | |
| cd wasmedge-ggml/llama | |
| curl -LO https://huggingface.co/TheBloke/Llama-2-7b-Chat-GGUF/resolve/main/llama-2-7b-chat.Q5_K_M.gguf | |
| cargo build --target wasm32-wasi --release | |
| wasmedge --dir .:. \ | |
| --nn-preload default:GGML:AUTO:llama-2-7b-chat.Q5_K_M.gguf \ | |
| target/wasm32-wasi/release/wasmedge-ggml-llama.wasm \ | |
| default \ | |
| '[INST] <<SYS>>\nYou are a helpful, respectful and honest assistant. Always answer as helpfully as possible, while being safe. Your answers should not include any harmful, unethical, racist, sexist, toxic, dangerous, or illegal content. Please ensure that your responses are socially unbiased and positive in nature. If a question does not make any sense, or is not factually coherent, explain why instead of answering something not correct. If you do not know the answer to a question, please do not share false information.\n<</SYS>>\nWhat is the capital of Japan?[/INST]' | |
| - name: Build llama-stream | |
| run: | | |
| cd wasmedge-ggml/llama-stream | |
| cargo build --target wasm32-wasi --release | |
| - name: Build chatml | |
| run: | | |
| cd wasmedge-ggml/chatml | |
| cargo build --target wasm32-wasi --release | |
| - name: Build embedding | |
| run: | | |
| cd wasmedge-ggml/embedding | |
| cargo build --target wasm32-wasi --release |