[LLM] Merge windows & linux nightly test (#8756)

* fix download statement
* add check before build wheel
* use curl to upload files
* windows unittest won't upload converted model
* split llm-cli test into windows & linux versions
* update tempdir create way
* fix nightly converted model name
* windows llm-cli starcoder test temply disabled
* remove taskset dependency
* rename llm_unit_tests_linux to llm_unit_tests

.github/actions/llm/setup-llm-env/action.yml

@@ -8,7 +8,14 @@ runs:
       shell: bash
       run: |
         pip install requests
-        bash python/llm/dev/release_default_linux.sh default false
+        if [[ ${{ runner.os }} == 'Linux' ]]; then
+          bash python/llm/dev/release_default_linux.sh default false
+        elif [[ ${{ runner.os }} == 'Windows' ]]; then
+          bash python/llm/dev/release_default_windows.sh default false
+        else
+          echo "Runner os is not supported!!!!!"
+          exit 1
+        fi
         whl_name=$(ls python/llm/dist)
         pip install -i https://pypi.python.org/simple --force-reinstall "python/llm/dist/${whl_name}[all]"
         pip install pytest

.github/workflows/llm-nightly-test-windows.yml

@@ -29,15 +29,15 @@ jobs:
       - name: Set model directories
         shell: bash
         run: |
-          echo "ORIGIN_DIR=$(pwd)/../llm/origin-models" >> "$GITHUB_ENV"
+          echo "ORIGIN_DIR=${{ github.workspace }}/../llm/origin-models" >> "$GITHUB_ENV"
-          echo "INT4_CKPT_DIR=$(pwd)/../llm/converted-models" >> "$GITHUB_ENV"
+          echo "INT4_CKPT_DIR=${{ github.workspace }}/../llm/converted-models" >> "$GITHUB_ENV"
       - name: Create model directories
         shell: bash
         run: |
-          if [ ! -d $ORIGIN_DIR];then
+          if [ ! -d $ORIGIN_DIR ]; then
             mkdir -p $ORIGIN_DIR
           fi
-          if [ ! -d $INT4_CKPT_DIR];then
+          if [ ! -d $INT4_CKPT_DIR ]; then
             mkdir -p $INT4_CKPT_DIR
           fi
       - name: Set environment variables

.github/workflows/llm-nightly-test.yml

@@ -23,34 +23,55 @@ on:
 jobs:
   llm-cpp-build:
     uses: ./.github/workflows/llm-binary-build.yml
-  llm-nightly-convert-test-avx512:
+  llm-nightly-convert-test:
-    runs-on: [self-hosted, llm, AVX512, ubuntu-20.04-lts]
     needs: llm-cpp-build
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.9"]
+        include:
+          - os: windows
+            instruction: avx2
+            python-version: "3.9"
+          - os: ubuntu-20.04-lts
+            instruction: avx512
+            python-version: "3.9"
+    runs-on: [self-hosted, llm, "${{matrix.instruction}}", "${{matrix.os}}"]
     env:
-      ORIGIN_DIR: ./llm/models
-      LLAMA_ORIGIN_PATH: ./llm/models/llama-7b-hf
-      GPTNEOX_ORIGIN_PATH: ./llm/models/gptneox-7b-redpajama-bf16
-      BLOOM_ORIGIN_PATH: ./llm/models/bloomz-7b1
-      STARCODER_ORIGIN_PATH: ./llm/models/gpt_bigcode-santacoder
-
-      INT4_CKPT_DIR: ./llm/ggml-actions/nightly
-      LLAMA_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_llama_q4_0.bin
-      GPTNEOX_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_gptneox_q4_0.bin
-      BLOOM_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_bloom_q4_0.bin
-      STARCODER_INT4_CKPT_PATH: ./llm/ggml-actions/nightly/bigdl_llm_starcoder_q4_0.bin
-
       ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
     steps:
+      - name: Set model directories
+        shell: bash
+        run: |
+          echo "ORIGIN_DIR=$(pwd)/../llm/origin-models" >> "$GITHUB_ENV"
+          echo "INT4_CKPT_DIR=$(pwd)/../llm/nightly-converted-models" >> "$GITHUB_ENV"
+      - name: Create model directories
+        shell: bash
+        run: |
+          if [ ! -d $ORIGIN_DIR ]; then
+            mkdir -p $ORIGIN_DIR
+          fi
+          if [ ! -d $INT4_CKPT_DIR ]; then
+            mkdir -p $INT4_CKPT_DIR
+          fi
+      - name: Set environment variables
+        shell: bash
+        run: |
+          echo "LLAMA_ORIGIN_PATH=${ORIGIN_DIR}/llama-7b-hf" >> "$GITHUB_ENV"
+          echo "GPTNEOX_ORIGIN_PATH=${ORIGIN_DIR}/gptneox-7b-redpajama-bf16" >> "$GITHUB_ENV"
+          echo "BLOOM_ORIGIN_PATH=${ORIGIN_DIR}/bloomz-7b1" >> "$GITHUB_ENV"
+          echo "STARCODER_ORIGIN_PATH=${ORIGIN_DIR}/gpt_bigcode-santacoder" >> "$GITHUB_ENV"
+
+          echo "LLAMA_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_llama_q4_0.bin" >> "$GITHUB_ENV"
+          echo "GPTNEOX_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_gptneox_q4_0.bin" >> "$GITHUB_ENV"
+          echo "BLOOM_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_bloom_q4_0.bin" >> "$GITHUB_ENV"
+          echo "STARCODER_INT4_CKPT_PATH=${INT4_CKPT_DIR}/bigdl_llm_starcoder_q4_0.bin" >> "$GITHUB_ENV"
       - uses: 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
@@ -66,19 +87,24 @@ jobs:
         uses: ./.github/actions/llm/convert-test
 
       - name: Upload ckpt to ftp
+        shell: bash
+        if: runner.os == 'Linux' && github.event_name == 'schedule'
         run: |
-          apt-get update && apt install -y tnftp
+          curl -T $LLAMA_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_llama_7b_q4_0.bin
-          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_llama_7b_q4_0.bin $LLAMA_INT4_CKPT_PATH
+          curl -T $GPTNEOX_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_redpajama_7b_q4_0.bin
-          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_redpajama_7b_q4_0.bin $GPTNEOX_INT4_CKPT_PATH
+          curl -T $BLOOM_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_bloom_7b_q4_0.bin
-          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_bloom_7b_q4_0.bin $BLOOM_INT4_CKPT_PATH
+          curl -T $STARCODER_INT4_CKPT_PATH ${LLM_FTP_URL}/llm/ggml-actions/nightly/bigdl_llm_santacoder_1b_q4_0.bin
-          tnftp -u ${LLM_FTP_URL}/${INT4_CKPT_DIR:1}/bigdl_llm_santacoder_1b_q4_0.bin $STARCODER_INT4_CKPT_PATH
+      - name: Delete ckpt
+        shell: bash
+        run: |
+          rm -rf $LLAMA_INT4_CKPT_PATH
+          rm -rf $GPTNEOX_INT4_CKPT_PATH
+          rm -rf $BLOOM_INT4_CKPT_PATH
+          rm -rf $STARCODER_INT4_CKPT_PATH
 
-  llm-inference-test-on-linux:
+  llm-unit-tests:
-    needs: llm-nightly-convert-test-avx512
+    needs: llm-cpp-build
-    uses: ./.github/workflows/llm_unit_tests_linux.yml
+    uses: ./.github/workflows/llm_unit_tests.yml
-  llm-inference-test-on-windows:
-    needs: llm-nightly-convert-test-avx512
-    uses: ./.github/workflows/llm-nightly-test-windows.yml
   llm-example-test:
-    needs: llm-nightly-convert-test-avx512
+    needs: llm-cpp-build
     uses: ./.github/workflows/llm_example_tests.yml

.github/workflows/llm_unit_tests.yml

@@ -0,0 +1,171 @@
+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
+
+# 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
+  llm-unit-test:
+    needs: llm-cpp-build
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: windows
+            instruction: avx2
+            python-version: "3.9"
+          - os: ubuntu-20.04-lts
+            instruction: avx512
+            python-version: "3.9"
+    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" >> "$GITHUB_ENV"
+
+          echo "ORIGINAL_CHATGLM2_6B_PATH=${ORIGIN_DIR}/chatglm2-6b" >> "$GITHUB_ENV"
+          echo "ORIGINAL_REPLIT_CODE_PATH=${ORIGIN_DIR}/replit-code-v1-3b" >> "$GITHUB_ENV"
+          echo "ORIGINAL_WHISPER_TINY_PATH=${ORIGIN_DIR}/whisper-tiny" >> "$GITHUB_ENV"
+
+          echo "LLAMA_INT4_CKPT_PATH=${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@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
+
+      - 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 [ ! -d $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 [ ! -d $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 [ ! -d $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 [ ! -d $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 [ ! -d $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=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR"            
+            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/chatglm2-6b -P $ORIGIN_DIR
+          fi
+          if [ ! -d $ORIGINAL_REPLIT_CODE_PATH ]; then
+            echo "Directory $ORIGINAL_REPLIT_CODE_PATH not found. Downloading from FTP server..."
+            echo "wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/replit-code-v1-3b -P $ORIGIN_DIR"
+            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/llm/replit-code-v1-3b -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 $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
+
+      - 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
+          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 typing_extensions==4.5.0
+          bash python/llm/test/run-llm-langchain-tests.sh

.github/workflows/llm_unit_tests_linux.yml

@@ -1,131 +0,0 @@
-name: LLM Unit Tests on Linux
-
-# Cancel previous runs in the PR when you push new commits
-concurrency:
-  group: ${{ github.workflow }}-llm-linux-unittest-${{ github.event.pull_request.number || github.run_id }}
-  cancel-in-progress: true
-
-# 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_linux.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/action.yml"
-      - ".github/actions/llm/inference-test/action.yml"
-      - ".github/actions/llm/langchain-test/action.yml"
-      - ".github/actions/llm/download-llm-binary/action.yml"
-  pull_request:
-    branches: [main]
-    paths:
-      - "python/llm/**"
-      - ".github/workflows/llm_unit_tests_linux.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/action.yml"
-      - ".github/actions/llm/inference-test/action.yml"
-      - ".github/actions/llm/langchain-test/action.yml"
-      - ".github/actions/llm/download-llm-binary/action.yml"
-  workflow_dispatch:
-  workflow_call:
-
-env:
-  INT4_CKPT_DIR: ./llm/ggml-actions/stable
-  LLAMA_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_llama_7b_q4_0.bin
-  GPTNEOX_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_redpajama_7b_q4_0.bin
-  BLOOM_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_bloom_7b_q4_0.bin
-  STARCODER_INT4_CKPT_PATH: ./llm/ggml-actions/stable/bigdl_llm_santacoder_1b_q4_0.bin
-  CHATGLM_INT4_CKPT_PATH: ./llm/ggml-actions/stable/chatglm2-6b-q4_0.bin
-
-  LLM_DIR: ./llm
-  ORIGINAL_CHATGLM2_6B_PATH: ./llm/chatglm2-6b/
-  ORIGINAL_REPLIT_CODE_PATH: ./llm/replit-code-v1-3b/
-  ORIGINAL_WHISPER_TINY_PATH: ./llm/whisper-tiny/
-  SPEECH_DATASET_PATH: ./llm/datasets/librispeech_asr_dummy
-
-# 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
-  llm-unit-test-linux:
-    needs: llm-cpp-build
-    strategy:
-      fail-fast: false
-      matrix:
-        python-version: ["3.9"]
-        instruction: ["AVX512"]
-    runs-on: [self-hosted, llm, "${{matrix.instruction}}", ubuntu-20.04-lts]
-    env:
-      THREAD_NUM: 24
-      ANALYTICS_ZOO_ROOT: ${{ github.workspace }}
-    steps:
-      - uses: actions/checkout@v3
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          python -m pip install --upgrade setuptools==58.0.4
-          python -m pip install --upgrade wheel
-
-      - 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
-        run: |
-          if [ ! -d $LLAMA_INT4_CKPT_PATH ]; then
-            echo "Directory $LLAMA_INT4_CKPT_PATH not found. Downloading from FTP server..."
-            wget --no-verbose $LLM_FTP_URL/${LLAMA_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
-          fi
-          if [ ! -d $GPTNEOX_INT4_CKPT_PATH ]; then
-            echo "Directory $GPTNEOX_INT4_CKPT_PATH not found. Downloading from FTP server..."
-            wget --no-verbose $LLM_FTP_URL/${GPTNEOX_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
-          fi
-          if [ ! -d $BLOOM_INT4_CKPT_PATH ]; then
-            echo "Directory $BLOOM_INT4_CKPT_PATH not found. Downloading from FTP server..."
-            wget --no-verbose $LLM_FTP_URL/${BLOOM_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
-          fi
-          if [ ! -d $STARCODER_INT4_CKPT_PATH ]; then
-            echo "Directory $STARCODER_INT4_CKPT_PATH not found. Downloading from FTP server..."
-            wget --no-verbose $LLM_FTP_URL/${STARCODER_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
-          fi
-          # if [ ! -d $CHATGLM_INT4_CKPT_PATH ]; then
-          #   echo "Directory $CHATGLM_INT4_CKPT_PATH not found. Downloading from FTP server..."
-          #   wget --no-verbose $LLM_FTP_URL/${CHATGLM_INT4_CKPT_PATH:2} -P $INT4_CKPT_DIR
-          # fi
-          if [ ! -d $ORIGINAL_CHATGLM2_6B_PATH ]; then
-            echo "Directory $ORIGINAL_CHATGLM2_6B_PATH not found. Downloading from FTP server..."
-            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_CHATGLM2_6B_PATH:2} -P $LLM_DIR
-          fi
-          if [ ! -d $ORIGINAL_REPLIT_CODE_PATH ]; then
-            echo "Directory $ORIGINAL_REPLIT_CODE_PATH not found. Downloading from FTP server..."
-            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_REPLIT_CODE_PATH:2} -P $LLM_DIR
-          fi
-          if [ ! -d $ORIGINAL_WHISPER_TINY_PATH ]; then
-            echo "Directory $ORIGINAL_WHISPER_TINY_PATH not found. Downloading from FTP server..."
-            wget -r -nH --no-verbose --cut-dirs=1 $LLM_FTP_URL/${ORIGINAL_WHISPER_TINY_PATH:2} -P $LLM_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=1 $LLM_FTP_URL/${SPEECH_DATASET_PATH:2} -P $LLM_DIR
-          fi
-
-      - name: Run LLM cli test
-        uses: ./.github/actions/llm/cli-test
-
-      - name: Run LLM inference test
-        uses: ./.github/actions/llm/inference-test
-
-      - name: Run LLM langchain test
-        uses: ./.github/actions/llm/langchain-test

python/llm/test/convert/test_convert_model.py

@@ -14,11 +14,11 @@
 # limitations under the License.
 #
 
-
 import pytest
 import os
 import tempfile
 from unittest import TestCase
+import shutil
 
 from bigdl.llm import llm_convert
 from bigdl.llm.transformers import AutoModelForCausalLM
@@ -65,13 +65,11 @@ class TestConvertModel(TestCase):
         assert os.path.isfile(converted_model_path)
 
     def test_transformer_convert_llama(self):
-        model = AutoModelForCausalLM.from_pretrained(llama_model_path, load_in_4bit=True)
+        with tempfile.TemporaryDirectory(dir=output_dir) as tempdir:
-        tempdir = tempfile.mkdtemp(dir=output_dir)
+            model = AutoModelForCausalLM.from_pretrained(llama_model_path, load_in_4bit=True)
-        model.save_pretrained(tempdir)
+            model.save_pretrained(tempdir)
-        model = AutoModelForCausalLM.load_low_bit(tempdir)
+            newModel = AutoModelForCausalLM.load_low_bit(tempdir)
-        assert model is not None
+            assert newModel is not None
-        import shutil
-        shutil.rmtree(tempdir)
 
     def test_transformer_convert_llama_q5(self):
         model = AutoModelForCausalLM.from_pretrained(llama_model_path,
@@ -82,14 +80,12 @@ class TestConvertModel(TestCase):
                                                      load_in_low_bit="sym_int8")
 
     def test_transformer_convert_llama_save_load(self):
-        model = AutoModelForCausalLM.from_pretrained(llama_model_path,
+        with tempfile.TemporaryDirectory(dir=output_dir) as tempdir:
-                                                     load_in_low_bit="asym_int4")
+            model = AutoModelForCausalLM.from_pretrained(llama_model_path,
-        tempdir = tempfile.mkdtemp(dir=output_dir)
+                                                        load_in_low_bit="asym_int4")
-        model.save_low_bit(tempdir)
+            model.save_low_bit(tempdir)
-        newModel = AutoModelForCausalLM.load_low_bit(tempdir)
+            newModel = AutoModelForCausalLM.load_low_bit(tempdir)
-        import shutil
+            assert newModel is not None
-        shutil.rmtree(tempdir)
-
 
 if __name__ == '__main__':
     pytest.main([__file__])

python/llm/test/run-llm-inference-tests.sh

@@ -15,7 +15,7 @@ if [ -z "$THREAD_NUM" ]; then
   THREAD_NUM=2
 fi
 export OMP_NUM_THREADS=$THREAD_NUM
-taskset -c 0-$((THREAD_NUM - 1)) python -m pytest -s ${LLM_INFERENCE_TEST_DIR} -k test_transformers
+python -m pytest -s ${LLM_INFERENCE_TEST_DIR} -k test_transformers
 
 now=$(date "+%s")
 time=$((now-start))