mirror of
https://github.com/allenai/olmocr.git
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47 lines
1.7 KiB
Bash
Executable File
47 lines
1.7 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -ex
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# check if jq is installed
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if ! command -v jq &> /dev/null
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then
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echo "jq could not be found. Please install it."
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exit
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fi
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EXTRA_ARGS="-c olmocr/train/config/qwen25vl-7b.yaml --num_proc 64 --save.path \"s3://ai2-oe-data/jakep/experiments/qwen25vl-pdf/v1/models/\${BEAKER_USER_ID}\""
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run_name=$(basename "$0" .sh)
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# --cluster 'ai2/jupiter*' \
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# --cluster 'ai2/pluto*' \
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# --cluster 'ai2/allennlp-cirrascale' \
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# --priority high \
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CLUSTER='jupiter'
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gantry run \
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--description "${run_name}"\
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--task-name "${run_name}"\
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--allow-dirty \
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--host-networking \
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--workspace ai2/oe-data-model-based-cleanup \
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--beaker-image 'jakep/jakep-pdf-finetunev1.2' \
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--venv 'base' \
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--pip gantry-requirements.txt \
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--priority high \
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--gpus 8 \
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--preemptible \
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--cluster "ai2/${CLUSTER}*" \
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--budget ai2/oe-data \
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--weka "oe-data-default:/data" \
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--env LOG_FILTER_TYPE=local_rank0_only \
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--env OMP_NUM_THREADS=8 \
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--env BEAKER_USER_ID=$(beaker account whoami --format json | jq '.[0].name' -cr) \
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--env-secret AWS_ACCESS_KEY_ID=S2_AWS_ACCESS_KEY_ID \
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--env-secret AWS_SECRET_ACCESS_KEY=S2_AWS_SECRET_ACCESS_KEY \
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--env-secret WANDB_API_KEY=JAKE_WANDB_API_KEY \
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--shared-memory 10GiB \
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--yes \
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-- /bin/bash -c "pip install transformers==4.51.3 && source scripts/beaker/${CLUSTER}-ib.sh && python -m olmocr.train.loaddataset ${EXTRA_ARGS} && accelerate launch --use_fsdp --num_processes \${BEAKER_ASSIGNED_GPU_COUNT} --fsdp_offload_params false --fsdp_sharding_strategy FULL_SHARD --fsdp_auto_wrap_policy TRANSFORMER_BASED_WRAP --mixed_precision bf16 -m olmocr.train.train ${EXTRA_ARGS}" |