ca35c93825
* Change dependency version for langchain uts * Downgrade pandas version instead; and update example readme accordingly
188 lines
9 KiB
YAML
188 lines
9 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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# 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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# 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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llm-unit-test:
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needs: llm-cpp-build
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strategy:
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fail-fast: false
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matrix:
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include:
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- os: windows
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instruction: avx2
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python-version: "3.9"
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- os: ubuntu-20.04-lts
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instruction: avx512
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python-version: "3.9"
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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" >> "$GITHUB_ENV"
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echo "ORIGINAL_REPLIT_CODE_PATH=${ORIGIN_DIR}/replit-code-v1-3b" >> "$GITHUB_ENV"
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echo "ORIGINAL_WHISPER_TINY_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
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echo "LLAMA_INT4_CKPT_PATH=${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@v3
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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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- 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=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR
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fi
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if [ ! -d $ORIGINAL_REPLIT_CODE_PATH ]; then
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echo "Directory $ORIGINAL_REPLIT_CODE_PATH not found. Downloading from FTP server..."
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echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/replit-code-v1-3b -P $ORIGIN_DIR"
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wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/replit-code-v1-3b -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 $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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- 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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pip install -U typing_extensions==4.5.0
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bash python/llm/test/run-llm-langchain-tests.sh
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