Pith Number

pith:NE5Y4IWR

pith:2024:NE5Y4IWRAXM7DODBVDBRLHM6D4

not attested not anchored not stored refs pending

FedsLLM: Federated Split Learning for Large Language Models over Communication Networks

Chongwen Huang, Kai Zhao, Xiaoming Chen, Zhaohui Yang, Zhaoyang Zhang

arxiv:2407.09250 v1 · 2024-07-12 · cs.NI · 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{NE5Y4IWRAXM7DODBVDBRLHM6D4}

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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

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework

Receipt and verification

First computed	2026-07-05T08:43:16.997566Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

693b8e22d105d9f1b861a8c3159d9e1f0638e2f74492206355f9fedfe964ede9

Aliases

arxiv: 2407.09250 · arxiv_version: 2407.09250v1 · doi: 10.48550/arxiv.2407.09250 · pith_short_12: NE5Y4IWRAXM7 · pith_short_16: NE5Y4IWRAXM7DODB · pith_short_8: NE5Y4IWR

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/NE5Y4IWRAXM7DODBVDBRLHM6D4 \
  | 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: 693b8e22d105d9f1b861a8c3159d9e1f0638e2f74492206355f9fedfe964ede9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "927ad40ba85cff8ba9d916ac1eb94f08210c37f2caaad229c02bb855785af7b0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-07-12T13:23:54Z",
    "title_canon_sha256": "be976c079bd8120f398a282241ac3ca4563ebe91dace7d052ddef7d4d860833f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09250",
    "kind": "arxiv",
    "version": 1
  }
}