Files
verl/.github/workflows/.deprecate/e2e_ppo_trainer.yml

134 lines
4.8 KiB
YAML

name: e2e_ppo_trainer_deprecate
on:
# Trigger the workflow on push or pull request,
# but only for the main branch
# For push, for now only anti-patterns are specified so it is more conservative
# and achieves higher coverage.
push:
branches:
- disabled_ci
pull_request:
branches:
- disabled_ci
paths:
- "**/*.py"
# Other entrypoints
- "!**/*.md"
- "!docker/**"
- "!examples/**"
- "!tests/**"
- "!verl/trainer/main_*.py"
- "!verl/trainer/fsdp_sft_trainer.py"
# Docs
- "!docs/**"
# Recipes
- "!recipe/**"
# Megatron
- "!verl/workers/**/megatron_*.py"
# Entrypoints
- ".github/workflows/e2e_ppo_trainer.yml"
- "examples/data_preprocess/gsm8k.py"
- "examples/data_preprocess/geo3k.py"
- "tests/special_e2e/ppo_trainer"
- "verl/trainer/main_ppo.py"
- "verl/trainer/config/ppo_trainer.yaml"
# Cancel jobs on the same ref if a new one is triggered
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }}
# Declare permissions just read content.
permissions:
contents: read
jobs:
pre_commit_for_ppo:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.12"]
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
- name: Set up Python ${{ matrix.python-version }}
uses: actions/setup-python@0b93645e9fea7318ecaed2b359559ac225c90a2b # v5.3.0
with:
python-version: ${{ matrix.python-version }}
- name: Install the current repository
run: |
pip install -e .
- name: Set ruff --output-format=github
run: |
sed -i 's/--output-format=full/--output-format=github/' .pre-commit-config.yaml
git add .pre-commit-config.yaml
- uses: pre-commit/action@v3.0.1
with:
extra_args: "" # Overriding default "--all-files"
e2e_ppo_trainer_sglang_multiturn_with_tool:
runs-on: [L20x8]
needs: pre_commit_for_ppo
timeout-minutes: 40 # Increase this timeout value as needed
env:
HTTP_PROXY: ${{ secrets.PROXY_HTTP }}
HTTPS_PROXY: ${{ secrets.PROXY_HTTPS }}
NO_PROXY: "localhost,127.0.0.1,hf-mirror.com"
HF_ENDPOINT: "https://hf-mirror.com"
HF_HUB_ENABLE_HF_TRANSFER: "0" # This is more stable
container:
image: verlai/verl:app-verl0.5-transformers4.55.4-sglang0.4.10.post2-mcore0.13.0-te2.2
options: --gpus all --shm-size=10g
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
fetch-depth: 0
- name: Install the current repository
run: |
pip3 install -e .[test,gpu,sglang]
- name: Prepare gsm8k dataset with tool
run: |
ray stop --force
python3 examples/data_preprocess/gsm8k_multiturn_w_tool.py --local_save_dir $HOME/data/gsm8k_verl_sgl_multi_turn_preprocessed
- name: Running GSM8K with tool E2E training tests on 8 L20 GPUs with rmpad using function rm and save ckpt with sglang
run: |
ray stop --force
bash tests/special_e2e/run_gsm8k_fsdp_sgl_multiturn_w_tool.sh
- name: Running GSM8K with tool E2E training tests with FSDP2
run: |
ray stop --force
FSDP_STRATEGY=fsdp2 bash tests/special_e2e/run_gsm8k_fsdp_sgl_multiturn_w_tool.sh
e2e_ppo_trainer_sglang_vlm_multiturn_with_tool:
runs-on: [L20x8]
needs: pre_commit_for_ppo
timeout-minutes: 40 # Increase this timeout value as needed
env:
HTTP_PROXY: ${{ secrets.PROXY_HTTP }}
HTTPS_PROXY: ${{ secrets.PROXY_HTTPS }}
NO_PROXY: "localhost,127.0.0.1,hf-mirror.com"
HF_ENDPOINT: "https://hf-mirror.com"
HF_HUB_ENABLE_HF_TRANSFER: "0" # This is more stable
container:
image: verlai/verl:app-verl0.5-transformers4.55.4-sglang0.4.10.post2-mcore0.13.0-te2.2
options: --gpus all --shm-size=10g
steps:
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
with:
fetch-depth: 0
- name: Install the current repository
run: |
pip3 install -e .[test,geo,gpu,sglang]
- name: Prepare geo3k dataset with tool
run: |
ray stop --force
python3 examples/data_preprocess/geo3k_multiturn_w_tool.py --local_dir $HOME/data/geo3k_verl_sgl_multi_turn_preprocessed
- name: Running GEO3K with tool E2E training tests on 8 L20 GPUs with rmpad using function rm and save ckpt with sglang
run: |
ray stop --force
bash tests/special_e2e/run_geo3k_fsdp_sgl_multiturn_w_tool.sh
- name: Running GEO3K with tool E2E training tests with FSDP2
run: |
ray stop --force
FSDP_STRATEGY=fsdp2 bash tests/special_e2e/run_geo3k_fsdp_sgl_multiturn_w_tool.sh