feat(dataloader): refine implementation of mocked and megatron dataloader #1123
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| name: demo-in-readme | |
| on: | |
| pull_request: | |
| branches: | |
| - "main" | |
| - "develop" | |
| paths-ignore: | |
| - "docs/**" | |
| - "**.md" | |
| env: | |
| WORKSPACE_PREFIX: $(echo $GITHUB_WORKSPACE |cut -d '/' -f 1-4) | |
| SLURM_PARTITION: llm_s | |
| jobs: | |
| dataset-preparation: | |
| runs-on: [t_cluster] | |
| steps: | |
| - name: mask env | |
| run: | | |
| echo "::add-mask::${{env.WORKSPACE_PREFIX}}" | |
| echo "::add-mask::$path_prefix" | |
| - uses: actions/checkout@v3 | |
| - name: raw-chinese-data | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| sh ./ci_scripts/data/tokenizer_chinese.sh ${GITHUB_RUN_ID}-${GITHUB_JOB} | |
| - name: alpaca-data | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| sh ./ci_scripts/data/tokenizer_alpaca.sh | |
| train: | |
| runs-on: [t_cluster] | |
| timeout-minutes: 30 | |
| steps: | |
| - name: mask env | |
| run: | | |
| echo "::add-mask::${{env.WORKSPACE_PREFIX}}" | |
| echo "::add-mask::$path_prefix" | |
| - uses: actions/checkout@v3 | |
| - name: slurm-train | |
| id: basic_train | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| sh ./ci_scripts/train/slurm_train.sh ${GITHUB_RUN_ID}-${GITHUB_JOB} | |
| - name: load_preset_ckpt | |
| if: ${{ failure() && steps.basic_train.conclusion == 'failure' }} | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| export PYTHONPATH=$PWD:$PYTHONPATH | |
| sh ./ci_scripts/train/load_ckpt.sh 7B_load_preset_ckpt ${GITHUB_RUN_ID}-${GITHUB_JOB} | |
| - name: load_new_ckpt | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| export PYTHONPATH=$PWD:$PYTHONPATH | |
| sh ./ci_scripts/train/load_ckpt.sh 7B_load_new_ckpt ${GITHUB_RUN_ID}-${GITHUB_JOB} | |
| rm -rf $GITHUB_WORKSPACE/llm_ckpts | |
| - name: torchrun-train | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| sh ./ci_scripts/train/torchrun.sh ${GITHUB_RUN_ID}-${GITHUB_JOB} | |
| rm -rf $GITHUB_WORKSPACE/llm_ckpts | |
| convert-model-then-load: | |
| runs-on: [t_cluster] | |
| timeout-minutes: 15 | |
| steps: | |
| - name: mask env | |
| run: | | |
| echo "::add-mask::${{env.WORKSPACE_PREFIX}}" | |
| echo "::add-mask::$path_prefix" | |
| - uses: actions/checkout@v3 | |
| - name: convert-model-then-load | |
| run: | | |
| source activate ${evo_env_torch21_flash2} | |
| export PYTHONPATH=$PWD:$PYTHONPATH | |
| sh ./ci_scripts/model/convert_to_hf.sh | |
| cd ./hf_ckpt | |
| jobname=${GITHUB_RUN_ID}-${GITHUB_JOB}-${GITHUB_RUN_ATTEMPT} | |
| srun -p ${SLURM_PARTITION} --kill-on-bad-exit=1 --job-name=$jobname --gpus-per-task=2 python ../ci_scripts/model/loaded_as_transformer.py | |
| exit_code=$? | |
| cd .. | |
| rm -rf $GITHUB_WORKSPACE/hf_ckpt | |
| sh ./ci_scripts/common/check_slurm_cancled.sh $exit_code $jobname |