Pith Number

pith:FMUGRF64

pith:2023:FMUGRF642EM2SXKBJ7RLP63AIX

not attested not anchored not stored refs pending

Structured Packing in LLM Training Improves Long Context Utilization

Henryk Michalewski, Konrad Staniszewski, {\L}ukasz Kuci\'nski, Piotr Mi{\l}o\'s, Sebastian Jaszczur, Szymon Tworkowski, Yu Zhao

arxiv:2312.17296 v9 · 2023-12-28 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FMUGRF642EM2SXKBJ7RLP63AIX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T10:21:17.013116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b286897dcd119a95d414fe2b7fb6045eb68d60ffc08aa8ece2bcfbb7e38c332

Aliases

arxiv: 2312.17296 · arxiv_version: 2312.17296v9 · doi: 10.48550/arxiv.2312.17296 · pith_short_12: FMUGRF642EM2 · pith_short_16: FMUGRF642EM2SXKB · pith_short_8: FMUGRF64

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/FMUGRF642EM2SXKBJ7RLP63AIX \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2b286897dcd119a95d414fe2b7fb6045eb68d60ffc08aa8ece2bcfbb7e38c332

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f46c5f6fee0debaa1d6bb2d9c5bcb944d8a12a899f744f739687b0c1a040ac54",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-28T16:25:52Z",
    "title_canon_sha256": "340e02c8ad98320f4f87f81e98e6bc95156cdc2483d50fa4082a1d1c390089b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17296",
    "kind": "arxiv",
    "version": 9
  }
}