mirror of
https://github.com/hpcaitech/ColossalAI.git
synced 2025-08-24 10:41:07 +00:00
df5e9c53cf
* Add dpo. Fix sft, ppo, lora. Refactor all * fix and tested ppo * 2 nd round refactor * add ci tests * fix ci * fix ci * fix readme, style * fix readme style * fix style, fix benchmark * reproduce benchmark result, remove useless files * rename to ColossalChat * use new image * fix ci workflow * fix ci * use local model/tokenizer for ci tests * fix ci * fix ci * fix ci * fix ci timeout * fix rm progress bar. fix ci timeout * fix ci * fix ci typo * remove 3d plugin from ci temporary * test environment * cannot save optimizer * support chat template * fix readme * fix path * test ci locally * restore build_or_pr * fix ci data path * fix benchmark * fix ci, move ci tests to 3080, disable fast tokenizer * move ci to 85 * support flash attention 2 * add all-in-one data preparation script. Fix colossal-llama2-chat chat template * add hardware requirements * move ci test data * fix save_model, add unwrap * fix missing bos * fix missing bos; support grad accumulation with gemini * fix ci * fix ci * fix ci * fix llama2 chat template config * debug sft * debug sft * fix colossalai version requirement * fix ci * add sanity check to prevent NaN loss * fix requirements * add dummy data generation script * add dummy data generation script * add dummy data generation script * add dummy data generation script * update readme * update readme * update readme and ignore * fix logger bug * support parallel_output * modify data preparation logic * fix tokenization * update lr * fix inference * run pre-commit --------- Co-authored-by: Tong Li <tong.li352711588@gmail.com>
63 lines
1.7 KiB
YAML
63 lines
1.7 KiB
YAML
name: Run ChatGPT examples
|
|
|
|
on:
|
|
pull_request:
|
|
types: [synchronize, opened, reopened]
|
|
paths:
|
|
- "applications/Chat/coati/**"
|
|
- "applications/Chat/requirements.txt"
|
|
- "applications/Chat/setup.py"
|
|
- "applications/Chat/examples/**"
|
|
|
|
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 -v -e .
|
|
|
|
- name: Install ChatGPT
|
|
run: |
|
|
cd applications/ColossalChat
|
|
pip install -v .
|
|
export BUILD_EXT=1
|
|
pip install -r examples/requirements.txt
|
|
|
|
- name: Install Transformers
|
|
run: |
|
|
pip install transformers==4.34.1
|
|
|
|
- name: Execute Examples
|
|
run: |
|
|
cd applications/ColossalChat
|
|
rm -rf ~/.cache/colossalai
|
|
mkdir models
|
|
mkdir sft_data
|
|
mkdir prompt_data
|
|
mkdir preference_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
|