Pith Number

pith:K5WC5ZU3

pith:2022:K5WC5ZU3MZW6FLU5EYVEZSI3NP

not attested not anchored not stored refs pending

Boosting Distributed Training Performance of the Unpadded BERT Model

Dianhai Yu, Jiaqi Liu, Jinle Zeng, Min Li, Yanjun Ma, Yuang Liu, Zhihua Wu

arxiv:2208.08124 v1 · 2022-08-17 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K5WC5ZU3MZW6FLU5EYVEZSI3NP}

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

2 papers in Pith

Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Receipt and verification

First computed	2026-07-05T04:49:24.371799Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

576c2ee69b666de2ae9d262a4cc91b6be863cf55d42dfa3ec759b5a1f6734440

Aliases

arxiv: 2208.08124 · arxiv_version: 2208.08124v1 · doi: 10.48550/arxiv.2208.08124 · pith_short_12: K5WC5ZU3MZW6 · pith_short_16: K5WC5ZU3MZW6FLU5 · pith_short_8: K5WC5ZU3

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/K5WC5ZU3MZW6FLU5EYVEZSI3NP \
  | 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: 576c2ee69b666de2ae9d262a4cc91b6be863cf55d42dfa3ec759b5a1f6734440

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0ff01e702b9199213101aa0df94e9663490a7410869bcf6773b761b813b1087",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2022-08-17T07:40:20Z",
    "title_canon_sha256": "befde74388162bd717bfc18bff805c17c075062fc06d3bbdead2847731e2454f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.08124",
    "kind": "arxiv",
    "version": 1
  }
}