932ef78131
* update check-artifact runner label to Shire * update github.event.inputs to inputs * update PR template
466 lines
22 KiB
YAML
466 lines
22 KiB
YAML
name: LLM Unit Tests
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# Cancel previous runs in the PR when you push new commits
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concurrency:
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group: ${{ github.workflow }}-llm-unittest-${{ github.event.pull_request.number || github.run_id }}
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cancel-in-progress: true
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permissions:
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contents: read
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# Controls when the action will run.
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on:
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# Triggers the workflow on push or pull request events but only for the main branch
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# push:
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# branches: [main]
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# paths:
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# - "python/llm/**"
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# - ".github/workflows/llm_unit_tests.yml"
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# - ".github/workflows/llm-binary-build.yml"
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# - ".github/actions/llm/setup-llm-env/action.yml"
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# - ".github/actions/llm/remove-llm-env/action.yml"
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# - ".github/actions/llm/cli-test-linux/action.yml"
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# - ".github/actions/llm/cli-test-windows/action.yml"
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# - ".github/actions/llm/download-llm-binary/action.yml"
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# pull_request:
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# branches: [main]
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# paths:
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# - "python/llm/**"
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# - ".github/workflows/llm_unit_tests.yml"
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# - ".github/workflows/llm-binary-build.yml"
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# - ".github/actions/llm/setup-llm-env/action.yml"
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# - ".github/actions/llm/remove-llm-env/action.yml"
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# - ".github/actions/llm/cli-test-linux/action.yml"
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# - ".github/actions/llm/cli-test-windows/action.yml"
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# - ".github/actions/llm/download-llm-binary/action.yml"
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# workflow_dispatch:
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workflow_call:
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inputs:
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checkout-ref:
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description: 'ref for checking out, including branch, tag or SHA'
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required: true
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type: string
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# A workflow run is made up of one or more jobs that can run sequentially or in parallel
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jobs:
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llm-cpp-build:
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uses: ./.github/workflows/llm-binary-build.yml
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setup-python-version:
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runs-on: ubuntu-latest
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outputs:
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python-version: ${{ steps.setup-python-version.outputs.python-version }}
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steps:
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- name: setup-python-version
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id: setup-python-version
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run: |
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if [ ${{ github.event_name }} == 'schedule' ]; then
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python_version='["3.9", "3.10", "3.11"]'
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else
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python_version='["3.11"]'
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fi
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list=$(echo ${python_version} | jq -c)
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echo "python-version=${list}" >> "$GITHUB_OUTPUT"
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llm-unit-test:
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needs: [setup-python-version, llm-cpp-build]
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strategy:
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fail-fast: false
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matrix:
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os: [windows, ubuntu-20.04-lts]
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python-version: ${{ fromJson(needs.setup-python-version.outputs.python-version) }}
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include:
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- os: windows
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instruction: AVX-VNNI-UT
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- os: ubuntu-20.04-lts
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instruction: avx512
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runs-on: [self-hosted, llm, "${{matrix.instruction}}", "${{matrix.os}}"]
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env:
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THREAD_NUM: 24
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ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
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steps:
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- name: Set model directories
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shell: bash
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run: |
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echo "DATASET_DIR=${{ github.workspace }}/../llm/datasets" >> "$GITHUB_ENV"
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echo "ORIGIN_DIR=${{ github.workspace }}/../llm/origin-models" >> "$GITHUB_ENV"
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echo "INT4_CKPT_DIR=${{ github.workspace }}/../llm/converted-models" >> "$GITHUB_ENV"
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- name: Create model directories
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shell: bash
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run: |
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if [ ! -d $DATASET_DIR ]; then
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mkdir -p $DATASET_DIR
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fi
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if [ ! -d $ORIGIN_DIR ]; then
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mkdir -p $ORIGIN_DIR
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fi
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if [ ! -d $INT4_CKPT_DIR ]; then
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mkdir -p $INT4_CKPT_DIR
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fi
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- name: Set environment variables
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shell: bash
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run: |
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echo "SPEECH_DATASET_PATH=${DATASET_DIR}/librispeech_asr_dummy" >> "$GITHUB_ENV"
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echo "COMMON_VOICE_PATH=${DATASET_DIR}/common_voice" >> "$GITHUB_ENV"
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echo "LLAMA_ORIGIN_PATH=${ORIGIN_DIR}/llama-7b-hf" >> "$GITHUB_ENV"
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echo "BLOOM_ORIGIN_PATH=${ORIGIN_DIR}/bloom-7b1" >> "$GITHUB_ENV"
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echo "ORIGINAL_CHATGLM2_6B_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
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echo "ORIGINAL_CODESHELL_7B_PATH=${ORIGIN_DIR}/CodeShell-7B-Chat" >> "$GITHUB_ENV"
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echo "ORIGINAL_WHISPER_TINY_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
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echo "MISTRAL_ORIGIN_PATH=${ORIGIN_DIR}/Mistral-7B-v0.1" >> "$GITHUB_ENV"
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echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
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echo "VICUNA_7B_1_3_ORIGIN_PATH=${ORIGIN_DIR}/vicuna-7b-v1.3" >> "$GITHUB_ENV"
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echo "LLAMA_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_llama_7b_q4_0.bin" >> "$GITHUB_ENV"
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echo "GPTNEOX_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_redpajama_7b_q4_0.bin" >> "$GITHUB_ENV"
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echo "BLOOM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_bloom_7b_q4_0.bin" >> "$GITHUB_ENV"
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echo "STARCODER_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_santacoder_1b_q4_0.bin" >> "$GITHUB_ENV"
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echo "CHATGLM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/chatglm2-6b-q4_0.bin" >> "$GITHUB_ENV"
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- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
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with:
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repository: 'intel-analytics/ipex-llm'
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ref: ${{ inputs.checkout-ref }}
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install dependencies
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shell: bash
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run: |
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python -m pip install --upgrade pip
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python -m pip install --upgrade setuptools==58.0.4
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python -m pip install --upgrade wheel
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# May remove later
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pip uninstall sentence-transformers -y || true
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- name: Download llm binary
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uses: ./.github/actions/llm/download-llm-binary
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- name: Run LLM install (all) test
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uses: ./.github/actions/llm/setup-llm-env
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- name: Download ckpt & original models
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shell: bash
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run: |
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if [ ! -e $LLAMA_INT4_CKPT_PATH ]; then
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echo "Directory $LLAMA_INT4_CKPT_PATH not found. Downloading from FTP server..."
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echo "wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin -P $INT4_CKPT_DIR"
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wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin -P $INT4_CKPT_DIR
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fi
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if [ ! -e $GPTNEOX_INT4_CKPT_PATH ]; then
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echo "Directory $GPTNEOX_INT4_CKPT_PATH not found. Downloading from FTP server..."
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wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_redpajama_7b_q4_0.bin -P $INT4_CKPT_DIR
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fi
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if [ ! -e $BLOOM_INT4_CKPT_PATH ]; then
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echo "Directory $BLOOM_INT4_CKPT_PATH not found. Downloading from FTP server..."
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wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_bloom_7b_q4_0.bin -P $INT4_CKPT_DIR
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fi
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if [ ! -e $STARCODER_INT4_CKPT_PATH ]; then
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echo "Directory $STARCODER_INT4_CKPT_PATH not found. Downloading from FTP server..."
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wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_santacoder_1b_q4_0.bin -P $INT4_CKPT_DIR
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fi
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# if [ ! -e $CHATGLM_INT4_CKPT_PATH ]; then
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# echo "Directory $CHATGLM_INT4_CKPT_PATH not found. Downloading from FTP server..."
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# wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/chatglm2-6b-q4_0.bin -P $INT4_CKPT_DIR
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# fi
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if [ ! -d $ORIGINAL_CHATGLM2_6B_PATH ]; then
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echo "Directory $ORIGINAL_CHATGLM2_6B_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
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fi
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if [ ! -d $ORIGINAL_CODESHELL_7B_PATH ]; then
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echo "Directory $ORIGINAL_CODESHELL_7B_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/CodeShell-7B-Chat -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/CodeShell-7B-Chat -P $ORIGIN_DIR
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fi
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if [ ! -d $ORIGINAL_WHISPER_TINY_PATH ]; then
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echo "Directory $ORIGINAL_WHISPER_TINY_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-tiny -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-tiny -P $ORIGIN_DIR
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fi
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if [ ! -d $MISTRAL_ORIGIN_PATH ]; then
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echo "Directory $MISTRAL_ORIGIN_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Mistral-7B-v0.1 -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Mistral-7B-v0.1 -P $ORIGIN_DIR
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fi
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if [ ! -d $LLAMA_ORIGIN_PATH ]; then
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echo "Directory $LLAMA_ORIGIN_PATH not found. Downloading from FTP server..."
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echo "wget --no-verbose $LLM_FTP_URL/llm/llama-7b-hf -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/llama-7b-hf -P $ORIGIN_DIR
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fi
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if [ ! -d $BLOOM_ORIGIN_PATH ]; then
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echo "Directory $BLOOM_ORIGIN_PATH not found. Downloading from FTP server..."
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echo "wget --no-verbose $LLM_FTP_URL/llm/bloom-7b1 -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/bloom-7b1 -P $ORIGIN_DIR
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fi
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if [ ! -d $SPEECH_DATASET_PATH ]; then
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echo "Directory $SPEECH_DATASET_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/librispeech_asr_dummy -P $DATASET_DIR"
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/librispeech_asr_dummy -P $DATASET_DIR
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fi
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if [ ! -d $COMMON_VOICE_PATH ]; then
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echo "Directory $COMMON_VOICE_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/common_voice -P $DATASET_DIR"
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/common_voice -P $DATASET_DIR
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fi
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if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
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echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR
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fi
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if [ ! -d $VICUNA_7B_1_3_ORIGIN_PATH ]; then
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echo "Directory $VICUNA_7B_1_3_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/vicuna-7b-v1.3 -P $ORIGIN_DIR
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fi
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- name: Run LLM cli test (Linux)
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if: runner.os == 'Linux'
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uses: ./.github/actions/llm/cli-test-linux
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- name: Run LLM cli test (Windows)
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if: runner.os == 'Windows'
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uses: ./.github/actions/llm/cli-test-windows
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- name: Run LLM inference test
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shell: bash
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run: |
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python -m pip install einops datasets librosa openai-whisper
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bash python/llm/test/run-llm-inference-tests.sh
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- name: Run LLM langchain test
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shell: bash
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run: |
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pip install -U langchain==0.0.184
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pip install -U chromadb==0.3.25
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pip install -U pandas==2.0.3
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bash python/llm/test/run-llm-langchain-tests.sh
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- name: Run LLM llamaindex test
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shell: bash
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run: |
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pip install llama-index-readers-file llama-index-vector-stores-postgres llama-index-embeddings-huggingface
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pip install transformers==4.36.2
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pip install "pydantic>=2.0.0"
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bash python/llm/test/run-llm-llamaindex-tests.sh
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- name: Run sentence-transformers uninstallation
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if: ${{ always() }}
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shell: bash
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run: |
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pip uninstall sentence-transformers -y || true
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llm-unit-test-on-arc:
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needs: [setup-python-version, llm-cpp-build]
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strategy:
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fail-fast: false
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matrix:
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runner: ['arc-ut', 'arc-ut-win']
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pytorch-version: ['2.1']
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python-version: ${{ fromJson(needs.setup-python-version.outputs.python-version) }}
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runs-on: [self-hosted, llm, "${{ matrix.runner }}"]
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env:
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# OMP_NUM_THREADS: 16
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# THREAD_NUM: 16
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ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
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steps:
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- name: Set environment variables
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shell: bash
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run: |
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echo "DATASET_DIR=${ORIGIN_DIR}/../datasets" >> "$GITHUB_ENV"
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echo "YAHMA_ALPACA_CLEANED_PATH=${ORIGIN_DIR}/../datasets/yahma_alpaca_cleaned" >> "$GITHUB_ENV"
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echo "SPEECH_DATASET_PATH=${ORIGIN_DIR}/../datasets/librispeech_asr_dummy" >> "$GITHUB_ENV"
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echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
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echo "CHATGLM2_6B_ORIGIN_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
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echo "FALCON_7B_ORIGIN_PATH=${ORIGIN_DIR}/falcon-7b-instruct-with-patch" >> "$GITHUB_ENV"
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echo "MPT_7B_ORIGIN_PATH=${ORIGIN_DIR}/mpt-7b-chat" >> "$GITHUB_ENV"
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echo "WHISPER_TINY_ORIGIN_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
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echo "MISTRAL_7B_INSTRUCT_V0_1_ORIGIN_PATH=${ORIGIN_DIR}/Mistral-7B-Instruct-v0.1" >> "$GITHUB_ENV"
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echo "BAICHUAN2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Baichuan2-7B-Chat" >> "$GITHUB_ENV"
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echo "QWEN_7B_ORIGIN_PATH=${ORIGIN_DIR}/Qwen-7B-Chat" >> "$GITHUB_ENV"
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echo "VICUNA_7B_1_3_ORIGIN_PATH=${ORIGIN_DIR}/vicuna-7b-v1.3" >> "$GITHUB_ENV"
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- name: Checkout repo
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uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
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with:
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repository: 'intel-analytics/ipex-llm'
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ref: ${{ inputs.checkout-ref }}
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Install dependencies
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shell: bash
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run: |
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python -m pip install --upgrade pip
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python -m pip install --upgrade "setuptools<70.0.0"
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python -m pip install --upgrade wheel
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python -m pip install --upgrade notebook
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# May remove later
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pip uninstall sentence-transformers -y || true
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# On Windows, we need to add "Python3_ROOT_DIR/bin" to path to make libuv work
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if [[ "$RUNNER_OS" == "Windows" ]]; then
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echo $Python3_ROOT_DIR'\bin\'
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echo $Python3_ROOT_DIR'\bin\' >> $GITHUB_PATH
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fi
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- name: Download llm binary
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uses: ./.github/actions/llm/download-llm-binary
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- name: Install IPEX-LLM for xpu
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uses: ./.github/actions/llm/setup-llm-env
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with:
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extra-dependency: "xpu_${{ matrix.pytorch-version }}"
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- name: Test installed xpu version
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shell: bash
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run: |
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# Specific oneapi position on arc ut test machines
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if [[ "$RUNNER_OS" == "Linux" ]]; then
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if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
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source /opt/intel/oneapi/setvars.sh
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elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
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source /home/arda/intel/oneapi/setvars.sh
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fi
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fi
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bash python/llm/test/run-llm-install-tests.sh
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- name: Download LLMs and datasets
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shell: bash
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run: |
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if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
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echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR
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fi
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if [ ! -d $CHATGLM2_6B_ORIGIN_PATH ]; then
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echo "Directory $CHATGLM2_6B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
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fi
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if [ ! -d $FALCON_7B_ORIGIN_PATH ]; then
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echo "Directory $FALCON_7B_ORIGIN_PATH not found. Downloading from FTP server..."
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/falcon-7b-instruct-with-patch -P $ORIGIN_DIR
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fi
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if [ ! -d $MPT_7B_ORIGIN_PATH ]; then
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echo "Directory $MPT_7B_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/mpt-7b-chat -P $ORIGIN_DIR
|
|
fi
|
|
if [ ! -d $WHISPER_TINY_ORIGIN_PATH ]; then
|
|
echo "Directory $WHISPER_TINY_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-tiny -P $ORIGIN_DIR
|
|
fi
|
|
if [ ! -d $DATASET_DIR ]; then
|
|
mkdir -p $DATASET_DIR
|
|
fi
|
|
if [ ! -d $YAHMA_ALPACA_CLEANED_PATH ]; then
|
|
echo "Directory $YAHMA_ALPACA_CLEANED_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/yahma_alpaca_cleaned -P $DATASET_DIR
|
|
fi
|
|
if [ ! -d $SPEECH_DATASET_PATH ]; then
|
|
echo "Directory $SPEECH_DATASET_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/librispeech_asr_dummy -P $DATASET_DIR
|
|
fi
|
|
if [ ! -d $MISTRAL_7B_INSTRUCT_V0_1_ORIGIN_PATH ]; then
|
|
echo "Directory $MISTRAL_7B_INSTRUCT_V0_1_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Mistral-7B-Instruct-v0.1 -P $ORIGIN_DIR
|
|
fi
|
|
if [ ! -d $QWEN_7B_ORIGIN_PATH ]; then
|
|
echo "Directory $QWEN_7B_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Qwen-7B-Chat -P $ORIGIN_DIR
|
|
fi
|
|
if [ ! -d $BAICHUAN2_7B_ORIGIN_PATH ]; then
|
|
echo "Directory $BAICHUAN2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/Baichuan2-7B-Chat -P $ORIGIN_DIR
|
|
fi
|
|
if [ ! -d $VICUNA_7B_1_3_ORIGIN_PATH ]; then
|
|
echo "Directory $VICUNA_7B_1_3_ORIGIN_PATH not found. Downloading from FTP server..."
|
|
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/vicuna-7b-v1.3 -P $ORIGIN_DIR
|
|
fi
|
|
|
|
- name: Run LLM inference test
|
|
shell: bash
|
|
run: |
|
|
# Specific oneapi position on arc ut test machines
|
|
if [[ "$RUNNER_OS" == "Linux" ]]; then
|
|
if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
|
|
source /opt/intel/oneapi/setvars.sh
|
|
elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
|
|
source /home/arda/intel/oneapi/setvars.sh
|
|
fi
|
|
fi
|
|
python -m pip install datasets librosa soundfile einops tiktoken transformers_stream_generator
|
|
|
|
bash python/llm/test/run-llm-inference-tests-gpu.sh
|
|
|
|
- name: Run LLM example tests
|
|
shell: bash
|
|
run: |
|
|
python -m pip uninstall datasets -y
|
|
python -m pip install transformers==4.36.0 datasets peft==0.10.0
|
|
python -m pip install bitsandbytes scipy
|
|
# Specific oneapi position on arc ut test machines
|
|
if [[ "$RUNNER_OS" == "Linux" ]]; then
|
|
if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
|
|
source /opt/intel/oneapi/setvars.sh
|
|
elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
|
|
source /home/arda/intel/oneapi/setvars.sh
|
|
fi
|
|
fi
|
|
bash python/llm/test/run-llm-example-tests-gpu.sh
|
|
|
|
- name: Get Langchain version
|
|
shell: bash
|
|
id: get_langchain_version
|
|
run: |
|
|
pip install langchain
|
|
LANGCHAIN_VERSION=$(pip show langchain | grep Version | cut -d " " -f 2)
|
|
LANGCHAIN_REF="langchain==$LANGCHAIN_VERSION"
|
|
echo "langchain_ver=$LANGCHAIN_REF" >> $GITHUB_OUTPUT
|
|
|
|
- name: Checkout Langchain repo
|
|
uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744
|
|
with:
|
|
repository: "langchain-ai/langchain"
|
|
ref: ${{ join(steps.get_langchain_version.outputs.*, '\n') }}
|
|
path: langchain_upstream
|
|
|
|
- name: Run LLM langchain GPU test
|
|
shell: bash
|
|
run: |
|
|
pip install -U langchain==0.0.184
|
|
pip install -U chromadb==0.3.25
|
|
pip install -U pandas==2.0.3
|
|
# Specific oneapi position on arc ut test machines
|
|
if [[ "$RUNNER_OS" == "Linux" ]]; then
|
|
if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
|
|
source /opt/intel/oneapi/setvars.sh
|
|
elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
|
|
source /home/arda/intel/oneapi/setvars.sh
|
|
fi
|
|
fi
|
|
bash python/llm/test/run-llm-langchain-tests-gpu.sh
|
|
|
|
pip install -U langchain
|
|
pip install -U langchain-community
|
|
pip install --pre --upgrade bigdl-llm[all]
|
|
bash python/llm/test/run-langchain-upstream-tests.sh
|
|
|
|
- name: Run LLM llamaindex GPU test
|
|
shell: bash
|
|
run: |
|
|
pip install llama-index-readers-file llama-index-vector-stores-postgres llama-index-embeddings-huggingface
|
|
# Specific oneapi position on arc ut test machines
|
|
if [[ '${{ matrix.pytorch-version }}' == '2.1' ]]; then
|
|
pip install --pre --upgrade ipex-llm[xpu] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
|
|
if [[ "$RUNNER_OS" == "Linux" ]]; then
|
|
source /opt/intel/oneapi/setvars.sh
|
|
fi
|
|
elif [[ '${{ matrix.pytorch-version }}' == '2.0' ]]; then
|
|
pip install --pre --upgrade ipex-llm[xpu_2.0] --extra-index-url https://pytorch-extension.intel.com/release-whl/stable/xpu/cn/
|
|
if [[ "$RUNNER_OS" == "Linux" ]]; then
|
|
source /home/arda/intel/oneapi/setvars.sh
|
|
fi
|
|
fi
|
|
pip install transformers==4.36.2
|
|
pip install "pydantic>=2.0.0"
|
|
bash python/llm/test/run-llm-llamaindex-tests-gpu.sh
|
|
- name: Run sentence-transformers uninstallation
|
|
if: ${{ always() }}
|
|
shell: bash
|
|
run: |
|
|
pip uninstall sentence-transformers -y || true
|