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    "coverage_supplement_plan": ".venv/bin/python -m synth.supplement --dataset data/synth/v5 --target 800 --out data/synth/v5/coverage_supplement_plan.json --family synth/families/rtl_latin_v5.yaml --seed 0",
    "coverage_supplement_generation": ".venv/bin/python -m synth.generate --family synth/families/rtl_latin_v5.yaml --fonts synth/fonts_v5.yaml --n 3528113 --seed 0 --workers 12 --chunk 10000 --out data/synth/v5 --image-format webp --quality 85 --realism-profile v5 --coverage-plan data/synth/v5/coverage_supplement_plan.json --resume",
    "validation_manifest": ".venv/bin/python -m synth.validation_split --labels data/synth/v5/labels.jsonl --out data/synth/v5/validation_indices.json --seed 0 --fraction 0.04 --base-fraction 0.035 --min-char-occurrences 24 --min-group-rows 20",
    "final_source_export": ".venv/bin/python -m synth.exporter --input data/synth/v5 --out data/synth/v5 --seed 0 --validation-fraction 0.04 --max-text-length 64 --validation-indices data/synth/v5/validation_indices.json",
    "parquet_packaging": "PYTHONHASHSEED=0 .venv/bin/python release/v5_hf/tools/build_parquet.py --source data/synth/v5 --out release/v5_hf/data --target-bytes 650000000 --row-group-size 2048"
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    "parallelism": 1,
    "build_manifest": "data/build_manifest.json"
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}