Pith Number

pith:GS2AMOMG

pith:2023:GS2AMOMGUF4AC6772RWF27FIHZ

not attested not anchored not stored refs pending

Understanding Parameter Sharing in Transformers

Jingbo Zhu, Mingxuan Wang, Tong Xiao, Xiaohui Wang, Ye Lin, Zhexi Zhang

arxiv:2306.09380 v1 · 2023-06-15 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GS2AMOMGUF4AC6772RWF27FIHZ}

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	2026-07-05T06:21:19.065005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34b4063986a178017bffd46c5d7ca83e46e30ae385385825d11fe13d3f214a7b

Aliases

arxiv: 2306.09380 · arxiv_version: 2306.09380v1 · doi: 10.48550/arxiv.2306.09380 · pith_short_12: GS2AMOMGUF4A · pith_short_16: GS2AMOMGUF4AC677 · pith_short_8: GS2AMOMG

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/GS2AMOMGUF4AC6772RWF27FIHZ \
  | 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: 34b4063986a178017bffd46c5d7ca83e46e30ae385385825d11fe13d3f214a7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22a967f3de6dc2c4e962617ac504da344a5f693fd4c5044be81c4d890bb0be5a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T10:48:59Z",
    "title_canon_sha256": "9fefea40da59c39f37437fd4e07e25ab17c73386367de6005e1a823efa07083d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09380",
    "kind": "arxiv",
    "version": 1
  }
}