mirror of
https://github.com/hpcaitech/ColossalAI.git
synced 2025-04-27 19:36:13 +00:00
d54642a263
* [application] add lora sft example * update requirements * update readme * update comment * update ci
66 lines
1.9 KiB
YAML
66 lines
1.9 KiB
YAML
name: Run ChatGPT examples
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on:
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pull_request:
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types: [synchronize, opened, reopened]
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paths:
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- "applications/ColossalChat/coati/**"
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- "applications/ColossalChat/requirements.txt"
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- "applications/ColossalChat/setup.py"
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- "applications/ColossalChat/examples/**"
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- "applications/ColossalChat/tests/**"
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jobs:
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tests:
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name: Run ChatGPT examples
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if: |
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github.event.pull_request.draft == false &&
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github.base_ref == 'main' &&
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github.event.pull_request.base.repo.full_name == 'hpcaitech/ColossalAI'
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runs-on: [self-hosted, gpu]
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container:
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image: hpcaitech/pytorch-cuda:2.2.2-12.1.0
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options: --gpus all --rm -v /data/scratch/examples-data:/data/scratch/examples-data --shm-size=10.24gb
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timeout-minutes: 60
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defaults:
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run:
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shell: bash
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steps:
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- name: Checkout ColossalAI
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uses: actions/checkout@v2
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- name: Install Colossal-AI
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run: |
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pip install --no-cache-dir -v -e .
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- name: Install ChatGPT
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run: |
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cd applications/ColossalChat
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pip install --no-cache-dir -v .
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pip install --no-cache-dir -r examples/requirements.txt
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- name: Install Transformers
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run: |
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pip install --no-cache-dir transformers==4.36.2
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- name: Execute Examples
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run: |
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cd applications/ColossalChat
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rm -rf ~/.cache/colossalai
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mkdir models
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mkdir sft_data
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mkdir prompt_data
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mkdir preference_data
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mkdir kto_data
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./tests/test_data_preparation.sh
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./tests/test_train.sh
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env:
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NCCL_SHM_DISABLE: 1
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MAX_JOBS: 8
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PRETRAINED_MODEL_PATH: ./models
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SFT_DATASET: ./sft_data
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PROMPT_DATASET: ./prompt_data
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PROMPT_RLVR_DATASET: ./prompt_data
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PREFERENCE_DATASET: ./preference_data
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KTO_DATASET: ./kto_data
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