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ColossalAI/.github/workflows/run_chatgpt_examples.yml
Tong Li 39e2597426 [ColossalChat] Add PP support (#6001)
* support pp training

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* update test case

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* change to 4

* fix eval

* test

* add pp

* hotfix

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* support pp training

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* refactor

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* update test case

* fix

* change to 4

* fix eval

* test

* add pp

* hotfix

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* update all reduce

* update sft

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* add eval

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* Revert "add eval"

This reverts commit 3ab2f6fa32.

* add all reduce

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2024-08-21 10:47:39 +08:00

66 lines
1.9 KiB
YAML

name: Run ChatGPT examples
on:
pull_request:
types: [synchronize, opened, reopened]
paths:
- "applications/ColossalChat/coati/**"
- "applications/ColossalChat/requirements.txt"
- "applications/ColossalChat/setup.py"
- "applications/ColossalChat/examples/**"
- "applications/ColossalChat/tests/**"
jobs:
tests:
name: Run ChatGPT examples
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:2.1.0-12.1.0
options: --gpus all --rm -v /data/scratch/examples-data:/data/scratch/examples-data --shm-size=10.24gb
timeout-minutes: 60
defaults:
run:
shell: bash
steps:
- name: Checkout ColossalAI
uses: actions/checkout@v2
- name: Install Colossal-AI
run: |
BUILD_EXT=1 pip install --no-cache-dir -v -e .
- name: Install ChatGPT
run: |
cd applications/ColossalChat
pip install --no-cache-dir -v .
export BUILD_EXT=1
pip install --no-cache-dir -r examples/requirements.txt
- name: Install Transformers
run: |
pip install --no-cache-dir transformers==4.36.2
- name: Execute Examples
run: |
cd applications/ColossalChat
rm -rf ~/.cache/colossalai
mkdir models
mkdir sft_data
mkdir prompt_data
mkdir preference_data
mkdir kto_data
./tests/test_data_preparation.sh
./tests/test_train.sh
env:
NCCL_SHM_DISABLE: 1
MAX_JOBS: 8
PRETRAINED_MODEL_PATH: ./models
SFT_DATASET: ./sft_data
PROMPT_DATASET: ./prompt_data
PREFERENCE_DATASET: ./preference_data
KTO_DATASET: ./kto_data