mirror of
https://github.com/bigscience-workshop/petals
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b9f0a5467f
Implement an option to deploy PEFT adapters to a server. Clients can set active_adapter=... to use these adapters. --------- Co-authored-by: Aleksandr Borzunov <borzunov.alexander@gmail.com> Co-authored-by: justheuristic <justheuristic@gmail.com>
74 lines
2.9 KiB
YAML
74 lines
2.9 KiB
YAML
name: Tests
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on:
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push:
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branches: [ main ]
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pull_request:
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jobs:
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run-tests:
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runs-on: ubuntu-latest
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strategy:
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matrix:
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python-version: [ '3.7', '3.8', '3.9', '3.10' ]
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fail-fast: false
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timeout-minutes: 15
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steps:
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- name: Checkout
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uses: actions/checkout@v3
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- name: Set up Python
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uses: actions/setup-python@v3
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with:
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python-version: ${{ matrix.python-version }}
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- name: Cache dependencies
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uses: actions/cache@v3
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with:
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path: ~/.cache/pip
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key: Key-v1-${{ matrix.python-version }}-${{ hashFiles('setup.cfg') }}
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- name: Install dependencies
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run: |
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python -m pip install --upgrade pip
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pip install .[dev]
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- name: Test
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run: |
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export MODEL_NAME=bigscience/bloom-560m
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export REF_NAME=bigscience/bloom-560m
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export ADAPTER_NAME=artek0chumak/bloom-560m-safe-peft
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python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 0:12 \
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--new_swarm --identity tests/test.id --host_maddrs /ip4/127.0.0.1/tcp/31337 --throughput 1 \
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--torch_dtype float32 --compression NONE --attn_cache_tokens 2048 --adapters $ADAPTER_NAME &> server1.log &
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SERVER1_PID=$!
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sleep 5 # wait for the first server to initialize DHT
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export INITIAL_PEERS=/ip4/127.0.0.1/tcp/31337/p2p/QmS9KwZptnVdB9FFV7uGgaTq4sEKBwcYeKZDfSpyKDUd1g
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# ^-- server 1 multiaddr is determined by --identity and --host_maddrs
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python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 12:22 \
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--initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 --adapters $ADAPTER_NAME &> server2.log &
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SERVER2_PID=$!
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sleep 10 # wait for initial servers to declare blocks, then let server decide which blocks to serve
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python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --block_indices 12:15 \
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--initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 --tensor_parallel_devices cpu cpu &> server3.log &
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SERVER3_PID=$!
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python -m petals.cli.run_server --converted_model_name_or_path $MODEL_NAME --num_blocks 3 \
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--initial_peers $INITIAL_PEERS --throughput 1 --torch_dtype float32 --adapters $ADAPTER_NAME &> server4.log &
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SERVER4_PID=$!
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tail -n 100 -f server*.log &
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LOGGER_PID=$!
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sleep 30 # wait for servers to download layers
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kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID # ensure all servers survived init
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pytest tests --durations=0 --durations-min=1.0 -v
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kill -0 $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID # ensure all servers survived tests
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kill -s SIGINT $SERVER1_PID $SERVER2_PID $SERVER3_PID $SERVER4_PID $LOGGER_PID
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echo "Done!"
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