Pith Number

pith:ZTU3VR2I

pith:2024:ZTU3VR2IDGP7AO3WCPVQQUX6CS

not attested not anchored not stored refs pending

NetLLM: Adapting Large Language Models for Networking

Duo Wu, Fangxin Wang, Junchen Jiang, Shuguang Cui, Xianda Wang, Yaqi Qiao, Zhi Wang

arxiv:2402.02338 v3 · 2024-02-04 · cs.NI · cs.LG

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

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\usepackage{pith}
\pithnumber{ZTU3VR2IDGP7AO3WCPVQQUX6CS}

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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

LLM-QFL: Distilling Large Language Model for Quantum Federated Learning

Receipt and verification

First computed	2026-07-05T08:52:28.959424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cce9bac748199ff03b7613eb0852fe14b28e9a45f00a5c876ca1ba018c2a9c54

Aliases

arxiv: 2402.02338 · arxiv_version: 2402.02338v3 · doi: 10.48550/arxiv.2402.02338 · pith_short_12: ZTU3VR2IDGP7 · pith_short_16: ZTU3VR2IDGP7AO3W · pith_short_8: ZTU3VR2I

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/ZTU3VR2IDGP7AO3WCPVQQUX6CS \
  | 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: cce9bac748199ff03b7613eb0852fe14b28e9a45f00a5c876ca1ba018c2a9c54

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd59e1778658c6eecfe9c0c9a580aa6683b831e07c11a1b890bd6cd2baed1130",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2024-02-04T04:21:34Z",
    "title_canon_sha256": "11ab8429287fa980add99058959a82f8b6f084a8417b9914879ff4603b7a703d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02338",
    "kind": "arxiv",
    "version": 3
  }
}