m

.github/CODEOWNERS

@@ -0,0 +1 @@
+*   @hpcaitech/colossalai-qa

.github/ISSUE_TEMPLATE/config.yml

@@ -1,7 +1,7 @@
 blank_issues_enabled: true
 contact_links:
   - name: ❓ Simple question - Slack Chat
-    url: https://join.slack.com/t/colossalaiworkspace/shared_invite/zt-z7b26eeb-CBp7jouvu~r0~lcFzX832w
+    url: https://github.com/hpcaitech/public_assets/tree/main/colossalai/contact/slack
     about: This issue tracker is not for technical support. Please use our Slack chat, and ask the community for help.
   - name: ❓ Simple question - WeChat
     url: https://github.com/hpcaitech/ColossalAI/blob/main/docs/images/WeChat.png

.github/workflows/build_on_pr.yml

@@ -141,7 +141,7 @@ jobs:
     runs-on: [self-hosted, gpu]
     container:
       image: hpcaitech/pytorch-cuda:1.12.0-11.3.0
-      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10
+      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10 -v /data/scratch/llama-tiny:/data/scratch/llama-tiny
     timeout-minutes: 60
     defaults:
       run:
@@ -214,6 +214,7 @@ jobs:
           NCCL_SHM_DISABLE: 1
           LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
           TESTMON_CORE_PKGS: /__w/ColossalAI/ColossalAI/requirements/requirements.txt,/__w/ColossalAI/ColossalAI/requirements/requirements-test.txt
+          LLAMA_PATH: /data/scratch/llama-tiny
 
       - name: Store Testmon Cache
         run: |

.github/workflows/build_on_schedule.yml

@@ -13,7 +13,7 @@ jobs:
     runs-on: [self-hosted, 8-gpu]
     container:
       image: hpcaitech/pytorch-cuda:1.12.0-11.3.0
-      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10
+      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10 -v /data/scratch/llama-tiny:/data/scratch/llama-tiny
     timeout-minutes: 40
     steps:
       - name: Check GPU Availability # ensure all GPUs have enough memory
@@ -64,6 +64,7 @@ jobs:
         env:
           DATA: /data/scratch/cifar-10
           LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
+          LLAMA_PATH: /data/scratch/llama-tiny
 
       - name: Notify Lark
         id: message-preparation

.github/workflows/compatiblity_test_on_dispatch.yml

@@ -50,7 +50,7 @@ jobs:
       matrix: ${{fromJson(needs.matrix_preparation.outputs.matrix)}}
     container:
       image: ${{ matrix.container }}
-      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10
+      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10 -v /data/scratch/llama-tiny:/data/scratch/llama-tiny
     timeout-minutes: 120
     steps:
       - name: Install dependencies
@@ -92,3 +92,4 @@ jobs:
           DATA: /data/scratch/cifar-10
           NCCL_SHM_DISABLE: 1
           LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
+          LLAMA_PATH: /data/scratch/llama-tiny

.github/workflows/compatiblity_test_on_pr.yml

@@ -41,7 +41,7 @@ jobs:
       matrix: ${{fromJson(needs.matrix_preparation.outputs.matrix)}}
     container:
       image: ${{ matrix.container }}
-      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10
+      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10 -v /data/scratch/llama-tiny:/data/scratch/llama-tiny
     timeout-minutes: 120
     concurrency:
       group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}-run-test-${{ matrix.container }}
@@ -87,3 +87,4 @@ jobs:
           DATA: /data/scratch/cifar-10
           NCCL_SHM_DISABLE: 1
           LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
+          LLAMA_PATH: /data/scratch/llama-tiny

.github/workflows/compatiblity_test_on_schedule.yml

@@ -38,7 +38,7 @@ jobs:
       matrix: ${{fromJson(needs.matrix_preparation.outputs.matrix)}}
     container:
       image: ${{ matrix.container }}
-      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10
+      options: --gpus all --rm -v /data/scratch/cifar-10:/data/scratch/cifar-10 -v /data/scratch/llama-tiny:/data/scratch/llama-tiny
     timeout-minutes: 120
     steps:
       - name: Install dependencies
@@ -85,6 +85,7 @@ jobs:
           DATA: /data/scratch/cifar-10
           NCCL_SHM_DISABLE: 1
           LD_LIBRARY_PATH: /github/home/.tensornvme/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64
+          LLAMA_PATH: /data/scratch/llama-tiny
 
       - name: Notify Lark
         id: message-preparation

.github/workflows/doc_test_on_pr.yml

@@ -89,7 +89,7 @@ jobs:
       - name: Install ColossalAI
         run: |
           source activate pytorch
-          pip install -v .
+          CUDA_EXT=1 pip install -v .
 
       - name: Test the Doc
         run: |

.github/workflows/doc_test_on_schedule.yml

@@ -32,7 +32,7 @@ jobs:
 
       - name: Install ColossalAI
         run: |
-          pip install -v .
+          CUDA_EXT=1 pip install -v .
 
       - name: Install Doc Test Requirements
         run: |

.github/workflows/example_check_on_dispatch.yml

@@ -53,7 +53,7 @@ jobs:
         uses: actions/checkout@v3
       - name: Install Colossal-AI
         run: |
-          pip install -v .
+          CUDA_EXT=1 pip install -v .
       - name: Test the example
         run: |
           dir=${{ matrix.directory }}

.github/workflows/example_check_on_pr.yml

@@ -88,7 +88,7 @@ jobs:
 
       - name: Install Colossal-AI
         run: |
-          pip install -v .
+          CUDA_EXT=1 pip install -v .
 
       - name: Test the example
         run: |

.github/workflows/example_check_on_schedule.yml

@@ -42,7 +42,7 @@ jobs:
 
       - name: Install Colossal-AI
         run: |
-          pip install -v .
+          CUDA_EXT=1 pip install -v .
 
       - name: Traverse all files
         run: |

.github/workflows/release_test_pypi_before_merge.yml

@@ -27,7 +27,9 @@ jobs:
         echo $new_version > ./version.txt
         echo "version=$new_version" >> $GITHUB_OUTPUT
 
-    - run: python setup.py sdist build
+    - run: |
+        pip install --upgrade pip
+        python setup.py sdist build
 
     # publish to PyPI if executed on the main branch
     - name: Publish package to PyPI

.github/workflows/run_chatgpt_examples.yml

@@ -49,5 +49,5 @@ jobs:
           NCCL_SHM_DISABLE: 1
           MAX_JOBS: 8
           SFT_DATASET: /data/scratch/github_actions/chat/data.json
-          PROMPT_PATH: /data/scratch/github_actions/chat/prompts_en.jsonl
+          PROMPT_DATASET: /data/scratch/github_actions/chat/prompts_en.jsonl
           PRETRAIN_DATASET: /data/scratch/github_actions/chat/alpaca_data.json

.github/workflows/run_colossalqa_unit_tests.yml

@@ -0,0 +1,54 @@
+name: Run colossalqa unit tests
+
+on:
+  pull_request:
+    types: [synchronize, opened, reopened]
+    paths:
+      - 'applications/ColossalQA/colossalqa/**'
+      - 'applications/ColossalQA/requirements.txt'
+      - 'applications/ColossalQA/setup.py'
+      - 'applications/ColossalQA/tests/**'
+      - 'applications/ColossalQA/pytest.ini'
+
+jobs:
+  tests:
+    name: Run colossalqa unit tests
+    if: |
+      github.event.pull_request.draft == false &&
+      github.base_ref == 'main' &&
+      github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
+    runs-on: [self-hosted, gpu]
+    container:
+      image: hpcaitech/pytorch-cuda:1.12.0-11.3.0
+      volumes:
+        - /data/scratch/test_data_colossalqa:/data/scratch/test_data_colossalqa
+        - /data/scratch/llama-tiny:/data/scratch/llama-tiny
+      options: --gpus all --rm
+    timeout-minutes: 30
+    defaults:
+      run:
+        shell: bash
+    steps:
+      - name: Checkout ColossalAI
+        uses: actions/checkout@v2
+
+      - name: Install colossalqa
+        run: |
+          cd applications/ColossalQA
+          pip install -e .
+
+      - name: Execute Unit Testing
+        run: |
+          cd applications/ColossalQA
+          pytest tests/
+        env:
+          NCCL_SHM_DISABLE: 1
+          MAX_JOBS: 8
+          ZH_MODEL_PATH: bigscience/bloom-560m
+          ZH_MODEL_NAME: bloom
+          EN_MODEL_PATH: bigscience/bloom-560m
+          EN_MODEL_NAME: bloom
+          TEST_DATA_PATH_EN: /data/scratch/test_data_colossalqa/companies.txt
+          TEST_DATA_PATH_ZH: /data/scratch/test_data_colossalqa/companies_zh.txt
+          TEST_DOCUMENT_LOADER_DATA_PATH: /data/scratch/test_data_colossalqa/tests/*
+          SQL_FILE_PATH: /data/scratch/test_data_colossalqa/sql_file_path

.github/workflows/scripts/check_doc_i18n.py

@@ -22,13 +22,13 @@ def compare_dirs(dir1, dir2):
 
         # If the corresponding item doesn't exist in the second directory, the directories are different
         if not os.path.exists(item_path2):
-            print(f'Found mismatch: {item_path1}, {item_path2}')
+            print(f"Found mismatch: {item_path1}, {item_path2}")
             return False
 
         # If the corresponding item is a directory, we compare the two directories recursively
         if os.path.isdir(item_path1) and os.path.isdir(item_path2):
             if not compare_dirs(item_path1, item_path2):
-                print(f'Found mismatch: {item_path1}, {item_path2}')
+                print(f"Found mismatch: {item_path1}, {item_path2}")
                 return False
 
         # both are files
@@ -37,16 +37,16 @@ def compare_dirs(dir1, dir2):
 
         # If the corresponding item is not a file or a directory, the directories are different
         else:
-            print(f'Found mismatch: {item_path1}, {item_path2}')
+            print(f"Found mismatch: {item_path1}, {item_path2}")
             return False
 
     # If all items are the same, the directories are the same
     return True
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     parser = argparse.ArgumentParser()
-    parser.add_argument('-d', '--directory', help="The directory where the multi-language source files are kept.")
+    parser.add_argument("-d", "--directory", help="The directory where the multi-language source files are kept.")
     args = parser.parse_args()
 
     i18n_folders = os.listdir(args.directory)
@@ -56,7 +56,7 @@ def compare_dirs(dir1, dir2):
         for i in range(1, len(i18n_folders)):
             dir1 = i18n_folders[0]
             dir2 = i18n_folders[i]
-            print(f'comparing {dir1} vs {dir2}')
+            print(f"comparing {dir1} vs {dir2}")
             match = compare_dirs(i18n_folders[0], i18n_folders[i])
 
             if not match:

.github/workflows/scripts/example_checks/check_dispatch_inputs.py

@@ -4,24 +4,24 @@
 
 def check_inputs(input_list):
     for path in input_list:
-        real_path = os.path.join('examples', path)
+        real_path = os.path.join("examples", path)
         if not os.path.exists(real_path):
             return False
     return True
 
 
 def main():
     parser = argparse.ArgumentParser()
-    parser.add_argument('-f', '--fileNameList', type=str, help="List of file names")
+    parser.add_argument("-f", "--fileNameList", type=str, help="List of file names")
     args = parser.parse_args()
     name_list = args.fileNameList.split(",")
     is_correct = check_inputs(name_list)
 
     if is_correct:
-        print('success')
+        print("success")
     else:
-        print('failure')
+        print("failure")
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()

.github/workflows/scripts/example_checks/check_example_weekly.py

@@ -17,21 +17,21 @@ def show_files(path, all_files):
 
 
 def join(input_list, sep=None):
-    return (sep or ' ').join(input_list)
+    return (sep or " ").join(input_list)
 
 
 def main():
-    contents = show_files('examples/', [])
+    contents = show_files("examples/", [])
     all_loc = []
     for file_loc in contents:
-        split_loc = file_loc.split('/')
+        split_loc = file_loc.split("/")
         # must have two sub-folder levels after examples folder, such as examples/images/vit is acceptable, examples/images/README.md is not, examples/requirements.txt is not.
         if len(split_loc) >= 4:
-            re_loc = '/'.join(split_loc[1:3])
+            re_loc = "/".join(split_loc[1:3])
             if re_loc not in all_loc:
                 all_loc.append(re_loc)
     print(all_loc)
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()

.github/workflows/scripts/example_checks/detect_changed_example.py

@@ -3,7 +3,7 @@
 
 def main():
     parser = argparse.ArgumentParser()
-    parser.add_argument('-f', '--fileNameList', type=str, help="The list of changed files")
+    parser.add_argument("-f", "--fileNameList", type=str, help="The list of changed files")
     args = parser.parse_args()
     name_list = args.fileNameList.split(":")
     folder_need_check = set()
@@ -15,10 +15,10 @@ def main():
         #     - application
         #       - file
         if loc.split("/")[0] == "examples" and len(loc.split("/")) >= 4:
-            folder_need_check.add('/'.join(loc.split("/")[1:3]))
+            folder_need_check.add("/".join(loc.split("/")[1:3]))
     # Output the result using print. Then the shell can get the values.
     print(list(folder_need_check))
 
 
-if __name__ == '__main__':
+if __name__ == "__main__":
     main()