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86e3bb9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | #!/usr/bin/env bash
set -euo pipefail
PROJECT_DIR="${PROJECT_DIR:-/workspace/KAWK50M}"
CLEAN_DIR="${CLEAN_DIR:-data/clean-v2-full}"
TOKENIZER_DIR="${TOKENIZER_DIR:-artifacts/tokenizer-20k-v3}"
OUTPUT_DIR="${OUTPUT_DIR:-data/tokenized-v2-20b/initial}"
WORKERS="${WORKERS:-16}"
cd "${PROJECT_DIR}"
source "${PROJECT_DIR}/.venv/bin/activate"
if [[ -e "${OUTPUT_DIR}" ]]; then
echo "Refusing to overwrite existing output: ${OUTPUT_DIR}" >&2
exit 1
fi
mkdir -p "${OUTPUT_DIR}"
find "${CLEAN_DIR}" -maxdepth 1 -type f -name "train-*.jsonl" -print0 \
| sort -z \
| xargs -0 -r -P "${WORKERS}" -I '{}' bash -c '
input="$1"
output_dir="$2"
tokenizer_dir="$3"
stem="$(basename "${input%.jsonl}")"
python -u -m scripts.tokenize_shard \
--input "${input}" \
--tokenizer-dir "${tokenizer_dir}" \
--output "${output_dir}/${stem}.bin" \
--batch-size 64
' _ '{}' "${OUTPUT_DIR}" "${TOKENIZER_DIR}"
python - "${OUTPUT_DIR}" <<'PY'
from __future__ import annotations
import json
import sys
from pathlib import Path
output_dir = Path(sys.argv[1])
parts = sorted(output_dir.glob("*.bin"))
metadata = [json.loads(path.with_suffix(".json").read_text(encoding="utf-8")) for path in parts]
summary = {
"parts": len(parts),
"tokens": sum(int(row["tokens"]) for row in metadata),
"bytes": sum(int(row["bytes"]) for row in metadata),
"documents_written": sum(int(row["documents_written"]) for row in metadata),
}
(output_dir / "manifest.json").write_text(
json.dumps(summary, ensure_ascii=False, indent=2) + "\n",
encoding="utf-8",
)
print(json.dumps(summary, ensure_ascii=False, indent=2))
PY
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