[megatron, worker] fix: use extract_multi_modal_inputs method for h…
#6683
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| # # Tests layout | |
| # Each folder under tests/ corresponds to a test category for a sub-namespace in verl. For instance: | |
| # - `tests/trainer` for testing functionality related to `verl/trainer` | |
| # - `tests/models` for testing functionality related to `verl/models` | |
| # - ... | |
| # There are a few folders with `special_` prefix, created for special purposes: | |
| # - `special_distributed`: unit tests that must run with multiple GPUs | |
| # - `special_e2e`: end-to-end tests with training/generation scripts | |
| # - `special_npu`: tests for NPUs | |
| # - `special_sanity`: a suite of quick sanity tests | |
| # - `special_standalone`: a set of test that are designed to run in dedicated environments | |
| # Accelerators for tests | |
| # - By default tests are run with GPU available, except for the ones under `special_npu`, and any test script whose name ends with `on_cpu.py`. | |
| # - For test scripts with `on_cpu.py` name suffix would be tested on CPU resources in linux environment. | |
| # # Workflow layout | |
| # All CI tests are configured by yaml files in `.github/workflows/`. Here's an overview of all test configs: | |
| # 1. A list of always triggered CPU sanity tests: `check-pr-title.yml`, `secrets_scan.yml`, `check-pr-title,yml`, `pre-commit.yml`, `doc.yml` | |
| # 2. Some heavy multi-GPU unit tests, such as `model.yml`, `vllm.yml`, `sgl.yml` | |
| # 3. End-to-end tests: `e2e_*.yml` | |
| # 4. Unit tests | |
| # - `cpu_unit_tests.yml`, run pytest on all scripts with file name pattern `tests/**/test_*_on_cpu.py` | |
| # - `gpu_unit_tests.yml`, run pytest on all scripts with file without the `on_cpu.py` suffix. | |
| # - Since cpu/gpu unit tests by default runs all tests under `tests`, please make sure tests are manually excluded in them when | |
| # - new workflow yaml is added to `.github/workflows` | |
| # - new tests are added to workflow mentioned in 2. | |
| name: e2e_ascend | |
| on: | |
| # Trigger the workflow on push or pull request, | |
| # but only for the main branch | |
| push: | |
| branches: | |
| - main | |
| - v0.* | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - ".github/workflows/e2e_ascend.yml" | |
| - "**/*.py" | |
| - "docs/ascend_tutorial/**" | |
| - "examples/**" | |
| - "recipe/**" | |
| - "tests/special_npu/**" | |
| - "tests/special_sanity/**" | |
| - "verl/**" | |
| - "pyproject.toml" | |
| - "requirements-npu.txt" | |
| - "setup.py" | |
| # 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' }} | |
| permissions: | |
| contents: read | |
| jobs: | |
| test: | |
| name: verl Ascend test (self-host) | |
| runs-on: [self-hosted, npu-0] | |
| timeout-minutes: 40 # Increase this timeout value as needed | |
| container: | |
| image: crispig/verl_npu:cann8.1rc1-py3.10-torch2.5.1-vllm-ascend0.7.3.post1-mindspeed0121-250731 | |
| volumes: | |
| - /usr/local/dcmi:/usr/local/dcmi | |
| - /usr/local/bin/npu-smi:/usr/local/bin/npu-smi | |
| - /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ | |
| - /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info | |
| - /etc/ascend_install.info:/etc/ascend_install.info | |
| - /data00/dataset:/github/home/dataset | |
| - /data00/models:/github/home/models | |
| # Use self-host cache speed up pip and model download | |
| # - /home/action/actions-runner/_work/cache:/github/home/.cache/ | |
| options: >- | |
| --device /dev/davinci0 | |
| --device /dev/davinci_manager | |
| --device /dev/devmm_svm | |
| --device /dev/hisi_hdc | |
| --network host | |
| --privileged | |
| --shm-size 16g | |
| env: | |
| HTTP_PROXY: ${{ secrets.PROXY_HTTP }} | |
| HTTPS_PROXY: ${{ secrets.PROXY_HTTPS }} | |
| NO_PROXY: "localhost,127.0.0.1,hf-mirror.com" | |
| HF_ENDPOINT: "https://hf-mirror.com" | |
| HF_HUB_ENABLE_HF_TRANSFER: "0" # This is more stable | |
| steps: | |
| - name: Check npu and CANN info | |
| run: | | |
| cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info | |
| npu-smi info | |
| - name: Checkout volcengine/verl repo | |
| uses: actions/checkout@v4 | |
| - name: Install the current repository | |
| run: | | |
| pip3 install hf_transfer peft | |
| pip3 install -r requirements-npu.txt | |
| pip install -e . | |
| - name: Install torchvision | |
| run: | | |
| pip install torchvision==0.20.1+cpu --index-url https://download.pytorch.org/whl/cpu | |
| - name: Uninstall Triton | |
| run: | | |
| pip uninstall -y triton | |
| - name: Preprocess gsm8k dataset | |
| run: | | |
| python examples/data_preprocess/gsm8k.py --local_dataset_path ${HOME}/dataset/openai/gsm8k | |
| - name: Preprocess geo3k dataset | |
| run: | | |
| python examples/data_preprocess/geo3k.py --local_dataset_path ${HOME}/dataset/hiyouga/geometry3k | |
| - name: Running gsm8k e2e qwen3 training tests with PPO on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| bash tests/special_npu/run_qwen3_06b_ppo.sh | |
| rm -rf $HOME/ckpts | |
| - name: Running gsm8k e2e training tests with peft sft on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| bash tests/special_npu/run_qwen2_5_05b_sft_peft_sp2.sh | |
| rm -rf $HOME/ckpts | |
| - name: Running gsm8k e2e training tests with GRPO on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| bash tests/special_npu/run_qwen2_5_05b_grpo.sh | |
| rm -rf $HOME/ckpts | |
| - name: Running geo3k e2e training tests with GRPO on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| bash tests/special_npu/run_qwen2_5_vl_3b_npu.sh | |
| rm -rf $HOME/ckpts | |
| - name: Running gsm8k e2e training tests with DAPO on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| bash tests/special_npu/run_qwen2_5_05b_dapo.sh | |
| rm -rf $HOME/ckpts | |
| - name: Running gsm8k e2e training tests with GRPO MindSpeed on ASCEND NPU | |
| run: | | |
| ray stop --force | |
| USE_DIST_CKPT=True bash tests/special_npu/run_qwen2_5_05b_grpo_mindspeed.sh | |
| rm -rf $HOME/dist_ckpt/qwen2_5_05b_grpo_mindspeed | |
| rm -rf $HOME/ckpts | |
| - name: Running NPU profiling unit tests | |
| run: | | |
| ray stop --force | |
| pytest -s -x tests/utils/test_special_mstx_profile.py |