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Optimize qwen 1.5 14B batch performance #6615

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Optimize qwen 1.5 14B batch performance

Optimize qwen 1.5 14B batch performance #6615

Workflow file for this run

.github/workflows/llm_unit_tests.yml at c30f506
name: LLM Unit Tests
# Cancel previous runs in the PR when you push new commits
concurrency:
group: ${{ github.workflow }}-llm-unittest-${{ github.event.pull_request.number || github.run_id }}
cancel-in-progress: true
permissions:
contents: read
# Controls when the action will run.
on:
# Triggers the workflow on push or pull request events but only for the main branch
push:
branches: [main]
paths:
- "python/llm/**"
- ".github/workflows/llm_unit_tests.yml"
- ".github/workflows/llm-binary-build.yml"
- ".github/actions/llm/setup-llm-env/action.yml"
- ".github/actions/llm/remove-llm-env/action.yml"
- ".github/actions/llm/cli-test-linux/action.yml"
- ".github/actions/llm/cli-test-windows/action.yml"
- ".github/actions/llm/download-llm-binary/action.yml"
pull_request:
branches: [main]
paths:
- "python/llm/**"
- ".github/workflows/llm_unit_tests.yml"
- ".github/workflows/llm-binary-build.yml"
- ".github/actions/llm/setup-llm-env/action.yml"
- ".github/actions/llm/remove-llm-env/action.yml"
- ".github/actions/llm/cli-test-linux/action.yml"
- ".github/actions/llm/cli-test-windows/action.yml"
- ".github/actions/llm/download-llm-binary/action.yml"
workflow_dispatch:
workflow_call:
# A workflow run is made up of one or more jobs that can run sequentially or in parallel
jobs:
llm-cpp-build:
uses: ./.github/workflows/llm-binary-build.yml
setup-python-version:
runs-on: ubuntu-latest
outputs:
python-version: ${{ steps.setup-python-version.outputs.python-version }}
steps:
- name: setup-python-version
id: setup-python-version
run: |
if [ ${{ github.event_name }} == 'schedule' ]; then
python_version='["3.9", "3.10", "3.11"]'
else
python_version='["3.11"]'
fi
list=$(echo ${python_version} | jq -c)
echo "python-version=${list}" >> "$GITHUB_OUTPUT"
llm-unit-test:
needs: [setup-python-version, llm-cpp-build]
strategy:
fail-fast: false
matrix:
os: [windows, ubuntu-20.04-lts]
python-version: ${{ fromJson(needs.setup-python-version.outputs.python-version) }}
include:
- os: windows
instruction: AVX-VNNI-UT
- os: ubuntu-20.04-lts
instruction: avx512
runs-on: [self-hosted, llm, "${{matrix.instruction}}", "${{matrix.os}}"]
env:
THREAD_NUM: 24
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
steps:
- name: Set model directories
shell: bash
run: |
echo "DATASET_DIR=${{ github.workspace }}/../llm/datasets" >> "$GITHUB_ENV"
echo "ORIGIN_DIR=${{ github.workspace }}/../llm/origin-models" >> "$GITHUB_ENV"
echo "INT4_CKPT_DIR=${{ github.workspace }}/../llm/converted-models" >> "$GITHUB_ENV"
- name: Create model directories
shell: bash
run: |
if [ ! -d $DATASET_DIR ]; then
mkdir -p $DATASET_DIR
fi
if [ ! -d $ORIGIN_DIR ]; then
mkdir -p $ORIGIN_DIR
fi
if [ ! -d $INT4_CKPT_DIR ]; then
mkdir -p $INT4_CKPT_DIR
fi
- name: Set environment variables
shell: bash
run: |
echo "SPEECH_DATASET_PATH=${DATASET_DIR}/librispeech_asr_dummy" >> "$GITHUB_ENV"
echo "COMMON_VOICE_PATH=${DATASET_DIR}/common_voice" >> "$GITHUB_ENV"
echo "LLAMA_ORIGIN_PATH=${ORIGIN_DIR}/llama-7b-hf" >> "$GITHUB_ENV"
echo "BLOOM_ORIGIN_PATH=${ORIGIN_DIR}/bloom-7b1" >> "$GITHUB_ENV"
echo "ORIGINAL_CHATGLM2_6B_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
echo "ORIGINAL_CODESHELL_7B_PATH=${ORIGIN_DIR}/CodeShell-7B-Chat" >> "$GITHUB_ENV"
echo "ORIGINAL_WHISPER_TINY_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
echo "MISTRAL_ORIGIN_PATH=${ORIGIN_DIR}/Mistral-7B-v0.1" >> "$GITHUB_ENV"
echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
echo "VICUNA_7B_1_3_ORIGIN_PATH=${ORIGIN_DIR}/vicuna-7b-v1.3" >> "$GITHUB_ENV"
echo "LLAMA_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_llama_7b_q4_0.bin" >> "$GITHUB_ENV"
echo "GPTNEOX_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_redpajama_7b_q4_0.bin" >> "$GITHUB_ENV"
echo "BLOOM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_bloom_7b_q4_0.bin" >> "$GITHUB_ENV"
echo "STARCODER_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_santacoder_1b_q4_0.bin" >> "$GITHUB_ENV"
echo "CHATGLM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/chatglm2-6b-q4_0.bin" >> "$GITHUB_ENV"
- uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
shell: bash
run: |
python -m pip install --upgrade pip
python -m pip install --upgrade setuptools==58.0.4
python -m pip install --upgrade wheel
# May remove later
pip uninstall sentence-transformers -y || true
- name: Download llm binary
uses: ./.github/actions/llm/download-llm-binary
- name: Run LLM install (all) test
uses: ./.github/actions/llm/setup-llm-env
- name: Download ckpt & original models
shell: bash
run: |
if [ ! -e $LLAMA_INT4_CKPT_PATH ]; then
echo "Directory $LLAMA_INT4_CKPT_PATH not found. Downloading from FTP server..."
echo "wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin -P $INT4_CKPT_DIR"
wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin -P $INT4_CKPT_DIR
fi
if [ ! -e $GPTNEOX_INT4_CKPT_PATH ]; then
echo "Directory $GPTNEOX_INT4_CKPT_PATH not found. Downloading from FTP server..."
wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_redpajama_7b_q4_0.bin -P $INT4_CKPT_DIR
fi
if [ ! -e $BLOOM_INT4_CKPT_PATH ]; then
echo "Directory $BLOOM_INT4_CKPT_PATH not found. Downloading from FTP server..."
wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_bloom_7b_q4_0.bin -P $INT4_CKPT_DIR
fi
if [ ! -e $STARCODER_INT4_CKPT_PATH ]; then
echo "Directory $STARCODER_INT4_CKPT_PATH not found. Downloading from FTP server..."
wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/bigdl_llm_santacoder_1b_q4_0.bin -P $INT4_CKPT_DIR
fi
# if [ ! -e $CHATGLM_INT4_CKPT_PATH ]; then
# echo "Directory $CHATGLM_INT4_CKPT_PATH not found. Downloading from FTP server..."
# wget --no-verbose $LLM_FTP_URL/llm/ggml-actions/stable/chatglm2-6b-q4_0.bin -P $INT4_CKPT_DIR
# fi
if [ ! -d $ORIGINAL_CHATGLM2_6B_PATH ]; then
echo "Directory $ORIGINAL_CHATGLM2_6B_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
fi
if [ ! -d $ORIGINAL_CODESHELL_7B_PATH ]; then
echo "Directory $ORIGINAL_CODESHELL_7B_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/CodeShell-7B-Chat -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/CodeShell-7B-Chat -P $ORIGIN_DIR
fi
if [ ! -d $ORIGINAL_WHISPER_TINY_PATH ]; then
echo "Directory $ORIGINAL_WHISPER_TINY_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-tiny -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/whisper-tiny -P $ORIGIN_DIR
fi
if [ ! -d $MISTRAL_ORIGIN_PATH ]; then
echo "Directory $MISTRAL_ORIGIN_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Mistral-7B-v0.1 -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Mistral-7B-v0.1 -P $ORIGIN_DIR
fi
if [ ! -d $LLAMA_ORIGIN_PATH ]; then
echo "Directory $LLAMA_ORIGIN_PATH not found. Downloading from FTP server..."
echo "wget --no-verbose $LLM_FTP_URL/llm/llama-7b-hf -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/llama-7b-hf -P $ORIGIN_DIR
fi
if [ ! -d $BLOOM_ORIGIN_PATH ]; then
echo "Directory $BLOOM_ORIGIN_PATH not found. Downloading from FTP server..."
echo "wget --no-verbose $LLM_FTP_URL/llm/bloom-7b1 -P $ORIGIN_DIR"
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/bloom-7b1 -P $ORIGIN_DIR
fi
if [ ! -d $SPEECH_DATASET_PATH ]; then
echo "Directory $SPEECH_DATASET_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/librispeech_asr_dummy -P $DATASET_DIR"
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/librispeech_asr_dummy -P $DATASET_DIR
fi
if [ ! -d $COMMON_VOICE_PATH ]; then
echo "Directory $COMMON_VOICE_PATH not found. Downloading from FTP server..."
echo "wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/common_voice -P $DATASET_DIR"
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/datasets/common_voice -P $DATASET_DIR
fi
if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -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 cli test (Linux)
if: runner.os == 'Linux'
uses: ./.github/actions/llm/cli-test-linux
- name: Run LLM cli test (Windows)
if: runner.os == 'Windows'
uses: ./.github/actions/llm/cli-test-windows
- name: Run LLM inference test
shell: bash
run: |
python -m pip install einops datasets librosa openai-whisper
bash python/llm/test/run-llm-inference-tests.sh
- name: Run LLM langchain 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
bash python/llm/test/run-llm-langchain-tests.sh
- name: Run LLM llamaindex test
shell: bash
run: |
pip install llama-index-readers-file llama-index-vector-stores-postgres llama-index-embeddings-huggingface
pip install transformers==4.36.2
pip install "pydantic>=2.0.0"
bash python/llm/test/run-llm-llamaindex-tests.sh
- name: Run sentence-transformers uninstallation
if: ${{ always() }}
shell: bash
run: |
pip uninstall sentence-transformers -y || true
llm-unit-test-on-arc:
needs: [setup-python-version, llm-cpp-build]
strategy:
fail-fast: false
matrix:
runner: ['arc-ut', 'arc-ut-win']
pytorch-version: ['2.1']
python-version: ${{ fromJson(needs.setup-python-version.outputs.python-version) }}
runs-on: [self-hosted, llm, "${{ matrix.runner }}"]
env:
# OMP_NUM_THREADS: 16
# THREAD_NUM: 16
ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
steps:
- name: Set environment variables
shell: bash
run: |
echo "DATASET_DIR=${ORIGIN_DIR}/../datasets" >> "$GITHUB_ENV"
echo "YAHMA_ALPACA_CLEANED_PATH=${ORIGIN_DIR}/../datasets/yahma_alpaca_cleaned" >> "$GITHUB_ENV"
echo "SPEECH_DATASET_PATH=${ORIGIN_DIR}/../datasets/librispeech_asr_dummy" >> "$GITHUB_ENV"
echo "LLAMA2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Llama-2-7b-chat-hf" >> "$GITHUB_ENV"
echo "CHATGLM2_6B_ORIGIN_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
echo "FALCON_7B_ORIGIN_PATH=${ORIGIN_DIR}/falcon-7b-instruct-with-patch" >> "$GITHUB_ENV"
echo "MPT_7B_ORIGIN_PATH=${ORIGIN_DIR}/mpt-7b-chat" >> "$GITHUB_ENV"
echo "WHISPER_TINY_ORIGIN_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
echo "MISTRAL_7B_INSTRUCT_V0_1_ORIGIN_PATH=${ORIGIN_DIR}/Mistral-7B-Instruct-v0.1" >> "$GITHUB_ENV"
echo "BAICHUAN2_7B_ORIGIN_PATH=${ORIGIN_DIR}/Baichuan2-7B-Chat" >> "$GITHUB_ENV"
echo "QWEN_7B_ORIGIN_PATH=${ORIGIN_DIR}/Qwen-7B-Chat" >> "$GITHUB_ENV"
echo "VICUNA_7B_1_3_ORIGIN_PATH=${ORIGIN_DIR}/vicuna-7b-v1.3" >> "$GITHUB_ENV"
- name: Checkout repo
uses: actions/checkout@f43a0e5ff2bd294095638e18286ca9a3d1956744 # actions/checkout@v3
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@v4
with:
python-version: ${{ matrix.python-version }}
- name: Install dependencies
shell: bash
run: |
python -m pip install --upgrade pip
python -m pip install --upgrade "setuptools<70.0.0"
python -m pip install --upgrade wheel
python -m pip install --upgrade notebook
# May remove later
pip uninstall sentence-transformers -y || true
# On Windows, we need to add "Python3_ROOT_DIR/bin" to path to make libuv work
if [[ "$RUNNER_OS" == "Windows" ]]; then
echo $Python3_ROOT_DIR'\bin\'
echo $Python3_ROOT_DIR'\bin\' >> $GITHUB_PATH
fi
- name: Download llm binary
uses: ./.github/actions/llm/download-llm-binary
- name: Install IPEX-LLM for xpu
uses: ./.github/actions/llm/setup-llm-env
with:
extra-dependency: "xpu_${{ matrix.pytorch-version }}"
- name: Test installed xpu version
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
bash python/llm/test/run-llm-install-tests.sh
- name: Download LLMs and datasets
shell: bash
run: |
if [ ! -d $LLAMA2_7B_ORIGIN_PATH ]; then
echo "Directory $LLAMA2_7B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/Llama-2-7b-chat-hf -P $ORIGIN_DIR
fi
if [ ! -d $CHATGLM2_6B_ORIGIN_PATH ]; then
echo "Directory $CHATGLM2_6B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=2 $LLM_FTP_URL/llm/updated_for_4.36/chatglm2-6b -P $ORIGIN_DIR
fi
if [ ! -d $FALCON_7B_ORIGIN_PATH ]; then
echo "Directory $FALCON_7B_ORIGIN_PATH not found. Downloading from FTP server..."
wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/falcon-7b-instruct-with-patch -P $ORIGIN_DIR
fi
if [ ! -d $MPT_7B_ORIGIN_PATH ]; then
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