Pith Number

pith:GY34B5CC

pith:2025:GY34B5CCTVE4ETVJHKXN6DWZ2C

not attested not anchored not stored refs pending

Federated Adapter on Foundation Models: An Out-Of-Distribution Approach

Guodong Long, Jing Jiang, Qinghua Lu, Shanshan Ye, Tianyi Zhou, Yiyuan Yang

arxiv:2505.01075 v1 · 2025-05-02 · 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{GY34B5CCTVE4ETVJHKXN6DWZ2C}

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

Will LLMs Scaling Hit the Wall? Breaking Barriers via Distributed Resources on Massive Edge Devices

Receipt and verification

First computed	2026-07-05T10:57:44.703402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3637c0f4429d49c24ea93aaedf0ed9d09d123a63546b4f88cc936fa8331557d4

Aliases

arxiv: 2505.01075 · arxiv_version: 2505.01075v1 · doi: 10.48550/arxiv.2505.01075 · pith_short_12: GY34B5CCTVE4 · pith_short_16: GY34B5CCTVE4ETVJ · pith_short_8: GY34B5CC

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/GY34B5CCTVE4ETVJHKXN6DWZ2C \
  | 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: 3637c0f4429d49c24ea93aaedf0ed9d09d123a63546b4f88cc936fa8331557d4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd054c4f55b6a75bc863bf701b8915c7bf4c621e15cacf0cdba94d39e4a32cad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T07:33:00Z",
    "title_canon_sha256": "608df7d16764eebca5a8d5fdbabe69836b71cf90630fc833cbbf6e95192653a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01075",
    "kind": "arxiv",
    "version": 1
  }
}