Pith Number

pith:QV7DCEJX

pith:2023:QV7DCEJXDHH33VYDAHKDQOOPM5

not attested not anchored not stored refs pending

Masked Structural Growth for 2x Faster Language Model Pre-training

Jing Li, Yequan Wang, Yiqun Yao, Zheng Zhang

arxiv:2305.02869 v3 · 2023-05-04 · 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{QV7DCEJXDHH33VYDAHKDQOOPM5}

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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

Nexusformer: Nonlinear Attention Expansion for Stable and Inheritable Transformer Scaling

Receipt and verification

First computed	2026-07-05T08:04:58.238901Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

857e31113719cfbdd70301d43839cf67486fc2b67388f8a63dc27b9915456e1e

Aliases

arxiv: 2305.02869 · arxiv_version: 2305.02869v3 · doi: 10.48550/arxiv.2305.02869 · pith_short_12: QV7DCEJXDHH3 · pith_short_16: QV7DCEJXDHH33VYD · pith_short_8: QV7DCEJX

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/QV7DCEJXDHH33VYDAHKDQOOPM5 \
  | 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: 857e31113719cfbdd70301d43839cf67486fc2b67388f8a63dc27b9915456e1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25377802c7a8db1f836351b3c6234f27f9d262dabc7e177335d35d6ad994c318",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-04T14:28:39Z",
    "title_canon_sha256": "d377484033b92e7a794ecbb6e4c724e56ae516df4be629b006ea59e3ef1b93bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.02869",
    "kind": "arxiv",
    "version": 3
  }
}