#!/usr/bin/env python3 """Extract a seeded-random 400-task subset of HellaSwag matching GPTQModel's selection.""" import random import sys from pathlib import Path SEED = 1 N_SAMPLES = 400 LINES_PER_TASK = 6 def main(): root = Path(__file__).resolve().parent.parent full_path = root / "hellaswag_val_full.txt" out_path = root / "hellaswag_val_400.txt" lines = full_path.read_text().splitlines() n_tasks = len(lines) // LINES_PER_TASK indices = list(range(n_tasks)) rng = random.Random(SEED) rng.shuffle(indices) selected = indices[:N_SAMPLES] with open(out_path, "w") as f: for idx in selected: start = idx * LINES_PER_TASK for line in lines[start:start + LINES_PER_TASK]: f.write(line + "\n") print(f"Wrote {N_SAMPLES} tasks to {out_path}") if __name__ == "__main__": main()