Model creation smoke test #40
Workflow file for this run
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| # Copyright 2025 Google LLC | ||
| # | ||
| # Licensed under the Apache License, Version 2.0 (the "License"); | ||
| # you may not use this file except in compliance with the License. | ||
| # You may obtain a copy of the License at | ||
| # | ||
| # https://www.apache.org/licenses/LICENSE-2.0 | ||
| # | ||
| # Unless required by applicable law or agreed to in writing, software | ||
| # distributed under the License is distributed on an "AS IS" BASIS, | ||
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| # See the License for the specific language governing permissions and | ||
| # limitations under the License. | ||
| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | ||
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | ||
| name: TPU Tests | ||
| on: | ||
| workflow_call: | ||
| secrets: | ||
| HF_TOKEN: | ||
| description: 'HuggingFace token for model downloads' | ||
| KAGGLE_USERNAME: | ||
| description: 'Kaggle Username' | ||
| KAGGLE_KEY: | ||
| description: 'Kaggle API Key' | ||
| concurrency: | ||
| # Dedup pull requests (canceling previous runs of the same workflow for same PR), and scheduled runs but nothing else | ||
| group: ${{ github.event_name == 'pull_request' && format('{0}-pr-{1}', github.workflow, github.event.pull_request.number) || github.event_name == 'schedule' && format('{0}-schedule', github.workflow) || github.run_id }} | ||
| cancel-in-progress: true | ||
| env: | ||
| HF_HOME: ~/.cache/huggingface | ||
| HF_HUB_ENABLE_HF_TRANSFER: "1" | ||
| jobs: | ||
| # run_prod: | ||
| # runs-on: [linux-x86-ct5lp-224-8tpu] | ||
| # environment: testing | ||
| # container: | ||
| # image: us-docker.pkg.dev/tpu-prod-env-multipod/jax-stable-stack/candidate/tpu:latest | ||
| # options: --privileged | ||
| # env: | ||
| # CLOUD_TPU_ACCELERATOR: v5e-8 | ||
| # JAX_PLATFORMS: tpu | ||
| # steps: | ||
| # # Cache Hugging Face hub | ||
| # - name: Cache HF hub | ||
| # uses: actions/cache@v4 | ||
| # with: | ||
| # path: ~/.cache/huggingface | ||
| # key: hf-${{ runner.os }}-${{ hashFiles('pyproject.toml', 'requirements*.txt', 'constraints*.txt') }} | ||
| # restore-keys: | | ||
| # hf-${{ runner.os }}- | ||
| # - name: Checkout code | ||
| # uses: actions/checkout@v4 | ||
| # with: | ||
| # fetch-depth: 0 | ||
| # - name: Install tunix dependencies | ||
| # run: | | ||
| # pip install --upgrade pip | ||
| # pip install -e .[prod] --force-reinstall | ||
| # pip install pytest pytest-xdist | ||
| # - name: Verify TPU availability | ||
| # run: | | ||
| # python -c " | ||
| # import jax | ||
| # print(f'JAX version: {jax.__version__}') | ||
| # print(f'JAX devices: {jax.devices()}') | ||
| # # Check if we have TPU devices specifically | ||
| # devices = jax.devices() | ||
| # has_tpu = len(devices) > 0 and all(device.platform == 'tpu' for device in devices) | ||
| # print(f'TPU available: {has_tpu}') | ||
| # if not has_tpu: | ||
| # print('ERROR: No TPU devices found! Expected TPU devices but got:', [device.platform for device in devices]) | ||
| # exit(1) | ||
| # else: | ||
| # print(f'SUCCESS: Found {len(devices)} TPU device(s)') | ||
| # " | ||
| # - name: Run tunix model tests | ||
| # run: | | ||
| # python -m pytest tests/models/ -v --tb=short -m "not cpu_only and not gpu_only" | ||
| # - name: Run tunix generation tests (PASSED only) | ||
| # run: | | ||
| # # tokenizer_adapter_test requires access to gated repo | ||
| # python -m pytest tests/generate/ -v --tb=short \ | ||
| # --ignore=tests/generate/vllm_sampler_test.py \ | ||
| # --ignore=tests/generate/vllm_driver_test.py \ | ||
| # --ignore=tests/generate/tokenizer_adapter_test.py \ | ||
| # --ignore=tests/generate/sglang_jax_sampler_test.py | ||
| # - name: Run tunix SFT tests | ||
| # run: | | ||
| # python -m pytest tests/sft/ -v --tb=short | ||
| # - name: Run tunix distillation tests | ||
| # run: | | ||
| # python -m pytest tests/distillation/ -v --tb=short | ||
| # - name: Run tunix RL tests | ||
| # run: | | ||
| # # RL common tests that passed | ||
| # # b/448133814: test_grpo_with_lora_model fails | ||
| # python -m pytest tests/rl/ -v --tb=short -k "not test_grpo_with_lora_model" --ignore=tests/rl/experimental/agentic | ||
| # - name: Run tunix tests not covered by the above categories | ||
| # run: | | ||
| # # This category is to catch tests added but not covered by CI yet. Whenever you add new folders under tests/, please add a new category above and skip those tests here. | ||
| # python -m pytest tests/ -v --tb=short --ignore=tests/perf/ --ignore=tests/model_alignment/ --ignore=tests/models/ --ignore=tests/cli/ --ignore=tests/generate/ --ignore=tests/sft/ --ignore=tests/distillation/ --ignore=tests/rl/ --ignore=tests/smoke_tests/ || code=$? | ||
| # if [ "${code:-0}" = "5" ]; then | ||
| # echo "No tests collected (expected)." | ||
| # exit 0 | ||
| # else | ||
| # exit "${code:-0}" | ||
| # fi | ||
| # | ||
| run_dev: | ||
| if: ${{ github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository }} | ||
| runs-on: [linux-x86-ct5lp-224-8tpu] | ||
| environment: testing | ||
| container: | ||
| image: vllm/vllm-tpu:nightly-a9f13e53dc3511599e873225f0e5adbda07f3993 | ||
| options: --privileged | ||
| env: | ||
| CLOUD_TPU_ACCELERATOR: v5e-8 | ||
| JAX_PLATFORMS: tpu,cpu | ||
| secrets: | ||
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }} | ||
| KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }} | ||
| steps: | ||
| # Cache Hugging Face hub | ||
| - name: Cache HF hub | ||
| uses: actions/cache@v4 | ||
| with: | ||
| path: ~/.cache/huggingface | ||
| key: hf-${{ runner.os }}-${{ hashFiles('pyproject.toml', 'requirements*.txt', 'constraints*.txt') }} | ||
| restore-keys: | | ||
| hf-${{ runner.os }}- | ||
| - name: Checkout code | ||
| uses: actions/checkout@v4 | ||
| with: | ||
| fetch-depth: 0 | ||
| - name: Setup Tunix , tpu-inference and dependencies | ||
| run: | | ||
| echo "Current directory:" | ||
| pwd | ||
| pip install --upgrade pip setuptools wheel | ||
| # Install Tunix with dev dependencies without overwriting the vLLM dependencies. | ||
| pip install -e .[dev] | ||
| pip install transformers==4.57.1 --force-reinstall # Issue: https://github.com/google/tunix/pull/795 | ||
| # - name: GRPO Integration Test | ||
| # env: | ||
| # HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| # run: | | ||
| # # Download GSM8K dataset | ||
| # mkdir -p /tmp/grpo_test/rl/grpo/data | ||
| # python3 -c " | ||
| # from datasets import load_dataset | ||
| # import json | ||
| # # Download and save GSM8K train split | ||
| # dataset = load_dataset('openai/gsm8k', 'main', split='train') | ||
| # train_data = [{'question': item['question'], 'answer': item['answer']} for item in dataset] | ||
| # with open('/tmp/grpo_test/rl/grpo/data/gsm8k_train.json', 'w') as f: | ||
| # json.dump(train_data, f) | ||
| # # Download and save GSM8K test split | ||
| # dataset = load_dataset('openai/gsm8k', 'main', split='test') | ||
| # test_data = [{'question': item['question'], 'answer': item['answer']} for item in dataset] | ||
| # with open('/tmp/grpo_test/rl/grpo/data/gsm8k_test.json', 'w') as f: | ||
| # json.dump(test_data, f) | ||
| # print('GSM8K dataset downloaded successfully') | ||
| # " | ||
| # # TODO(lancewang): Re-enable this test once the segfault is fixed. | ||
| # # Run GRPO demo script with minimal configuration | ||
| # # python3 scripts/grpo_demo_llama3_qwen2.py \ | ||
| # # --root-dir=/tmp/grpo_test \ | ||
| # # --model-version=Qwen/Qwen2.5-0.5B-Instruct \ | ||
| # # --num-batches=1 \ | ||
| # # --num-test-batches=1 \ | ||
| # # --rollout-engine=vanilla | ||
| # - name: Run vllm tests | ||
| # env: | ||
| # HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| # run: | | ||
| # unset JAX_PLATFORMS | ||
| # pytest tests/generate/vllm_driver_test.py -v --tb=short | ||
| # pytest tests/generate/vllm_sampler_test.py --collect-only -q --no-header --no-summary --disable-warnings | grep '::' > test_collections.txt | ||
| # while read -r test; do | ||
| # pytest -s "$test" -v --tb=short | ||
| # done < test_collections.txt | ||
| # - name: Run install sglang-jax && test | ||
| # env: | ||
| # HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| # run: | | ||
| # ## because sglang-jax has codes like jax.local_devices('cpu') | ||
| # # TODO(lancewang): Re-enable this test once the bug is fixed. | ||
| # unset JAX_PLATFORMS | ||
| # pip list | egrep 'jax|flax|libtpu' | ||
| # cd .. | ||
| # git clone https://github.com/sgl-project/sglang-jax.git && cd sglang-jax/python && pip install -e . --force-reinstall && cd ../.. | ||
| # pip list | egrep 'jax|flax|libtpu' | ||
| # # Install bookworm, vllm container defaults to bullseye causes segfault for sglang-jax. | ||
| # cat >/etc/apt/sources.list <<'EOF' | ||
| # deb http://deb.debian.org/debian bookworm main contrib non-free | ||
| # deb http://deb.debian.org/debian bookworm-updates main contrib non-free | ||
| # deb http://security.debian.org/debian-security bookworm-security main contrib non-free | ||
| # EOF | ||
| # apt-get update; apt-get install -y less | ||
| # cd tunix && python tests/generate/sglang_jax_sampler_test.py | ||
| # - name: Run tunix SFT integration tests | ||
| # env: | ||
| # HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| # run: | | ||
| # # Reinstall Tunix with prod dependencies | ||
| # pip install -e .[prod] --force-reinstall | ||
| # # Loading tfds requires tensorflow. | ||
| # pip install tensorflow | ||
| # export JAX_PLATFORMS=tpu,cpu | ||
| # ./tests/sft/sft_tpu_smoke_test.sh | ||
| - name: Run Smoke tests | ||
| env: | ||
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }} | ||
| KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }} | ||
| run: | | ||
| echo "Running Smoke tests..." | ||
| # Debugging: Check if env vars are set (don't print values) | ||
| if [ -n "$KAGGLE_USERNAME" ]; then echo "KAGGLE_USERNAME is set"; else echo "KAGGLE_USERNAME is NOT set"; fi | ||
| if [ -n "$KAGGLE_KEY" ]; then echo "KAGGLE_KEY is set"; else echo "KAGGLE_KEY is NOT set"; fi | ||
| echo HF_TOKEN: ${HF_TOKEN} | ||
| echo KAGGLE_USERNAME: ${KAGGLE_USERNAME} | ||
| echo KAGGLE_KEY: ${KAGGLE_KEY} | ||
| python -m pytest tests/smoke_tests/model_creation_test.py -v --tb=short | ||
| - name: Run tunix cli tests | ||
| env: | ||
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }} | ||
| KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }} | ||
| run: | | ||
| # Config tests that passed | ||
| python -m pytest tests/cli/ -v --tb=short \ | ||
| --ignore=tests/cli/utils/model_test.py | ||
| - name: Run model alignment tests | ||
| env: | ||
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | ||
| run: | | ||
| python -m pip install torch | ||
| JAX_PLATFORMS=cpu python -m pytest tests/model_alignment/ -v --tb=short | ||
| unset JAX_PLATFORMS | ||
