"""Offline archive integrity and numerical consistency audit; not an inference run.""" import hashlib import io import json from pathlib import Path import zipfile import numpy as np root = Path(__file__).resolve().parents[1] archive = root / 'evidence/14b/LittleLess_v081_14B_Evidence.zip' assert archive.is_file(), f'Missing: {archive}' print('ARCHIVE_SHA256', hashlib.sha256(archive.read_bytes()).hexdigest()) with zipfile.ZipFile(archive) as z: assert z.testzip() is None base = 'LittleLess_v081_14B/' manifest = json.loads(z.read(base + 'SHA256SUMS.json')) for name, expected in manifest.items(): actual = hashlib.sha256(z.read(base + name)).hexdigest() assert actual == expected, f'SHA256 mismatch for {name}' r = json.loads(z.read(base + 'kv_4p5/result.json')) c = json.loads(z.read(base + 'kv_4p5/configuration.json')) monitor = json.loads(z.read(base + 'kv_4p5/monitor.json')) assert r['generated_tokens'] == 2 == len(r['rows']) assert len(c['checkpoint']) > 0 and c['shards_found'] == 8 assert abs(r['sampled_peak_process_rss_mib'] - monitor['sampled_peak_process_rss_mib']) < 1e-6 assert abs(r['tokens_per_second'] - 2/r['generation_seconds']) < 1e-7 for i, row in enumerate(r['rows']): x = np.load(io.BytesIO(z.read(base + f'kv_4p5/logits/step{i}.npy')), allow_pickle=False) assert x.size == row['vocab_size'] == 152064 assert np.isfinite(x).all() assert row['all_finite'] is True print('PASS: internal 14B evidence SHA256, reported rate, RSS, logits finiteness and shape') print('NOT VERIFIED: original model checkpoint, pinned model revision, parity, independent replay')