Pith Number

pith:DXTGS63X

pith:2025:DXTGS63XWUQ4OVCCXX75UKYLKY

not attested not anchored not stored refs pending

EfficientLLM: Efficiency in Large Language Models

Haolong Jia, Huichi Zhou, Jianfeng Gao, Keerthiram Murugesan, Lichao Sun, Lifang He, Rong Zhou, Wei Song, Weixiang Sun, Yanfang Ye, Yixin Liu, Yiyang Li, Yue Huang, Yu Wang, Zhengqing Yuan, Zheyuan Zhang

arxiv:2505.13840 v1 · 2025-05-20 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DXTGS63XWUQ4OVCCXX75UKYLKY}

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.

Cited by

1 paper in Pith

MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU

Receipt and verification

First computed	2026-07-05T11:06:14.153938Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1de6697b77b521c75442bdffda2b0b563b007d0100af204818850fd94485c8d2

Aliases

arxiv: 2505.13840 · arxiv_version: 2505.13840v1 · doi: 10.48550/arxiv.2505.13840 · pith_short_12: DXTGS63XWUQ4 · pith_short_16: DXTGS63XWUQ4OVCC · pith_short_8: DXTGS63X

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/DXTGS63XWUQ4OVCCXX75UKYLKY \
  | 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: 1de6697b77b521c75442bdffda2b0b563b007d0100af204818850fd94485c8d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5aa4d681b3c498685a67d584d4d60fe83e410db1b4fd38bf885a5dd527436e42",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-20T02:27:08Z",
    "title_canon_sha256": "6c1c9fd9c88bc6280e4750c086f3c94bde9c452ee4cb6ed142d6f35d1bb8f2cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.13840",
    "kind": "arxiv",
    "version": 1
  }
}