scripts/h2_finalize24.py

"""PREREG_H2 §7 finalization: per method keep FQ min/median/max candidates."""

import json

EVAL = "/workspace/open-unlearning/saves/eval"
cands = json.load(open("/workspace/jspace-unlearning/results/h2_pick24_candidates.json"))

final = []
for m, lst in sorted(cands.items()):
    scored = []
    for name in lst:
        try:
            fq = json.load(open(f"{EVAL}/{name}/TOFU_SUMMARY.json"))["forget_quality"]
            scored.append((fq, name))
        except FileNotFoundError:
            print("missing eval:", name)
    scored.sort()
    picks = [scored[0][1], scored[len(scored) // 2][1], scored[-1][1]]
    final += picks
    print(m, [(f"{s:.1e}", n.split("_", 1)[1][:28]) for s, n in scored])
    print("   ->", picks)

assert len(final) == 24, len(final)
json.dump(sorted(final), open("/workspace/jspace-unlearning/results/h2_pick24_final.json", "w"), indent=1)
print("finalized 24")