Pith Number

pith:FW6K2W2X

pith:2024:FW6K2W2XWJUVXIE7X3FNH5TNZ5

not attested not anchored not stored refs pending

Distributed Sign Momentum with Local Steps for Training Transformers

An Xu, Cong Xie, Ding Zhou, Shuhua Yu, Soummya Kar, Xin Liu, Zhi Zhang

arxiv:2411.17866 v2 · 2024-11-26 · 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{FW6K2W2XWJUVXIE7X3FNH5TNZ5}

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	2026-07-05T10:26:41.737409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2dbcad5b57b2695ba09fbecad3f66dcf477412d527aff732d12cd14bdf5c3700

Aliases

arxiv: 2411.17866 · arxiv_version: 2411.17866v2 · doi: 10.48550/arxiv.2411.17866 · pith_short_12: FW6K2W2XWJUV · pith_short_16: FW6K2W2XWJUVXIE7 · pith_short_8: FW6K2W2X

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/FW6K2W2XWJUVXIE7X3FNH5TNZ5 \
  | 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: 2dbcad5b57b2695ba09fbecad3f66dcf477412d527aff732d12cd14bdf5c3700

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0891f838c80b548ffc50cac6b8b450a943197a90b2efefa7c5c7bb5f22e72e61",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-26T20:31:11Z",
    "title_canon_sha256": "65204abf8f27e5e8bf228e2f65eb6180986e153eb29678972f4ec2f2b3725766"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.17866",
    "kind": "arxiv",
    "version": 2
  }
}