Pith Number

pith:Z6ANVTK5

pith:2024:Z6ANVTK5GOPWY326JW2UORHJ4Q

not attested not anchored not stored refs pending

FedSpaLLM: Federated Pruning of Large Language Models

Guangji Bai, Kibaek Kim, Liang Zhao, Yijiang Li, Zilinghan Li

arxiv:2410.14852 v2 · 2024-10-18 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z6ANVTK5GOPWY326JW2UORHJ4Q}

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.

Cited by

2 papers in Pith

When AI Reviews Its Own Code: Recursive Self-Training Collapse in Code LLMs

A Survey on Foundation Models for Personalized Federated Intelligence

Receipt and verification

First computed	2026-07-05T10:16:38.713873Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf80dacd5d339f6c6f5e4db54744e9e43bfd2f6b0b4280eb083b0e614f88a12c

Aliases

arxiv: 2410.14852 · arxiv_version: 2410.14852v2 · doi: 10.48550/arxiv.2410.14852 · pith_short_12: Z6ANVTK5GOPW · pith_short_16: Z6ANVTK5GOPWY326 · pith_short_8: Z6ANVTK5

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/Z6ANVTK5GOPWY326JW2UORHJ4Q \
  | 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: cf80dacd5d339f6c6f5e4db54744e9e43bfd2f6b0b4280eb083b0e614f88a12c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f204f6f5b06da9ad3a0400889c60fff6dbf7ddbf42c26e7f9a03674057336a3c",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T20:33:12Z",
    "title_canon_sha256": "55ff49183419873a8b4555d5f5a79b4b16450e422b762099a044de9cd5c31ad4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14852",
    "kind": "arxiv",
    "version": 2
  }
}