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130 lines
4.2 KiB
YAML
130 lines
4.2 KiB
YAML
name: Examples - Unsloth
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permissions:
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contents: read
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on:
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schedule:
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# Every day at 5 AM UTC+8
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- cron: '0 21 * * *'
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workflow_dispatch:
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repository_dispatch:
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types: [ci-unsloth, ci-all]
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run-name: >-
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${{ github.event_name == 'repository_dispatch'
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&& format(
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'Unsloth - PR #{0} - {1} - {2}',
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github.event.client_payload.pull_number,
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github.event.client_payload.ci_label,
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github.event.client_payload.correlation_id
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)
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|| format('Unsloth - {0}', github.event_name) }}
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jobs:
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unsloth:
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if: >
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github.event_name != 'repository_dispatch' ||
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github.event.action == 'ci-unsloth' ||
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github.event.action == 'ci-all'
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name: Unsloth (Python ${{ matrix.python-version }}, ${{ matrix.setup-script }})
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runs-on: [self-hosted, 1ES.Pool=agl-runner-gpu]
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timeout-minutes: 60
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strategy:
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matrix:
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# Legacy versions are not supported for Unsloth examples.
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include:
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- python-version: '3.12'
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setup-script: 'stable'
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- python-version: '3.13'
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setup-script: 'latest'
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fail-fast: false
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steps:
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- name: Check GPU status
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run: nvidia-smi
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- name: Check disk space
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run: df -h
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- uses: actions/checkout@v6
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with:
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ref: ${{ github.event_name == 'repository_dispatch' && github.event.client_payload.pr_ref || (github.event.pull_request.number && format('refs/pull/{0}/merge', github.event.pull_request.number)) || github.ref }}
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- uses: astral-sh/setup-uv@v7
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with:
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enable-cache: true
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python-version: ${{ matrix.python-version }}
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- name: Upgrade dependencies (latest)
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run: uv lock --upgrade
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if: matrix.setup-script == 'latest'
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- name: Sync dependencies
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run: |
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uv sync --frozen --no-default-groups --extra verl \
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--group dev --group experiment --group trl --group agents --group torch-gpu-stable
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- name: Freeze dependencies
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run: |
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set -ex
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uv pip freeze | tee requirements-freeze.txt
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echo "UV_LOCKED=1" >> $GITHUB_ENV
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echo "UV_NO_SYNC=1" >> $GITHUB_ENV
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- name: Upload dependencies artifact
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uses: actions/upload-artifact@v6
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with:
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name: dependencies-unsloth-${{ matrix.python-version }}-${{ matrix.setup-script }}
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path: requirements-freeze.txt
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compression-level: 0
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- name: Prepare Unsloth model
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run: |
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set -ex
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cd examples/unsloth
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rm -rf models
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uv run hf download unsloth/Qwen3-4B-Instruct-2507 --local-dir models/version_0
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- name: Unsloth SFT example
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run: |
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set -ex
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source .venv/bin/activate
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cd examples/unsloth
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agl store --port 4747 &
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sleep 5
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python sft_rollout_runners.py &
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sleep 5
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python sft_algorithm.py
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pkill -f agl && echo "SIGTERM sent to agl" || echo "No agl process found"
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while pgrep -f agl; do
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echo "Waiting for agl to finish..."
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sleep 5
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done
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pkill -f sft_rollout_runners.py && echo "SIGTERM sent to sft_rollout_runners.py" || echo "No sft_rollout_runners.py process found"
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while pgrep -f sft_rollout_runners.py; do
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echo "Waiting for sft_rollout_runners.py to finish..."
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sleep 5
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done
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echo "sft_rollout_runners.py has finished."
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sleep 10
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# Check models/version_2 must exist
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if [ ! -d "models/version_2" ]; then
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echo "models/version_2 does not exist"
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exit 1
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fi
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env:
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WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }}
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WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }}
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- name: Unsloth SFT example all-in-one
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run: |
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set -ex
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source .venv/bin/activate
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cd examples/unsloth
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rm -rf models/version_1 models/version_2
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python sft_allinone.py
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if [ ! -d "models/version_2" ]; then
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echo "models/version_2 does not exist"
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exit 1
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fi
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env:
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WANDB_BASE_URL: ${{ secrets.MSR_WANDB_BASE_URL }}
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WANDB_API_KEY: ${{ secrets.MSR_WANDB_API_KEY }}
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