Pith Number

pith:6IVWGBNA

pith:2025:6IVWGBNANZQKKPIYSAJ4TJ44H4

not attested not anchored not stored refs pending

Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions

Ahmed Imteaj, Awal Ahmed Fime, Hadi Amini, Md Jueal Mia, Md Zarif Hossain, Seyedsina Nabavirazavi, S.S. Iyengar, Urmish Thakker, Yasaman Saadati

arxiv:2503.16585 v1 · 2025-03-20 · cs.CL · cs.CV · cs.DC · 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{6IVWGBNANZQKKPIYSAJ4TJ44H4}

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

1 paper in Pith

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model

Receipt and verification

First computed	2026-07-05T10:36:44.765819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f22b6305a06e60a53d189013c9a79c3f3d2476b896aff3ab614f33ab0d5ee990

Aliases

arxiv: 2503.16585 · arxiv_version: 2503.16585v1 · doi: 10.48550/arxiv.2503.16585 · pith_short_12: 6IVWGBNANZQK · pith_short_16: 6IVWGBNANZQKKPIY · pith_short_8: 6IVWGBNA

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/6IVWGBNANZQKKPIYSAJ4TJ44H4 \
  | 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: f22b6305a06e60a53d189013c9a79c3f3d2476b896aff3ab614f33ab0d5ee990

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da6c3b563310da7418a9e6ec77a3e509b847d86532c2f7fe412dccaebbacca86",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DC",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-20T15:18:25Z",
    "title_canon_sha256": "076b8ec4ea8e01afcc4c77a95bcc305f21bfcf6fb9427f522e551855541f27fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.16585",
    "kind": "arxiv",
    "version": 1
  }
}