llama tests #9
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name: Run Llama loss test | |
on: | |
push: | |
branches: [ main ] | |
# Only run tests if we modify the following files | |
paths: | |
- "src/**/*.py" | |
- "examples/**/*.py" | |
- "tests/**/*.py" | |
pull_request: | |
branches: [ '**' ] | |
paths: | |
- "src/**/*.py" | |
- "examples/**/*.py" | |
- "tests/**/*.py" | |
jobs: | |
tests: | |
# NOTE: 8-t4 to run LLama | |
runs-on: [multi-gpu, nvidia-gpu, 8-t4, ci] | |
container: | |
image: runpod/pytorch:2.1.1-py3.10-cuda12.1.1-devel-ubuntu22.04 | |
ports: | |
- 80 | |
options: --gpus all --shm-size "8G" | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Python environment | |
run: | | |
which python | |
python --version | |
- name: Check Pytorch version | |
run: | | |
nvidia-smi | |
python -c "import torch; print('torch:', torch.__version__, torch)" | |
python -c "import torch; print('CUDA available:', torch.cuda.is_available())" | |
- name: Install nanotron's dependencies | |
run: | | |
python -m pip install --upgrade pip | |
pip install packaging | |
pip install wheel | |
pip install "flash-attn>=2.5.0" --no-build-isolation | |
pip install -e . | |
pip install -e .[dev] | |
pip install -e .[test] | |
pip install transformers datasets | |
- name: Show installed libraries and their versions | |
run: pip freeze | tee installed.txt | |
- name: Run Llama example | |
run: pytest --verbose tests/test_llama.py::test_tiny_llama | |
- name: Run Llama loss test | |
run: pytest --verbose tests/test_llama.py::test_train_llama |