Pith Number

pith:PWSGBMLI

pith:2025:PWSGBMLI7PJ4TA5SOZD4ARLTVX

not attested not anchored not stored refs pending

AFLoRA: Adaptive Federated Fine-Tuning of Large Language Models with Resource-Aware Low-Rank Adaption

Xiaoyi Pang, Yajie Zhou, Zhibo Wang

arxiv:2505.24773 v2 · 2025-05-30 · 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{PWSGBMLI7PJ4TA5SOZD4ARLTVX}

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.

Receipt and verification

First computed	2026-07-05T11:56:19.909661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7da460b168fbd3c983b27647c04573adef01f2d6057feb55a920d20e640feb9e

Aliases

arxiv: 2505.24773 · arxiv_version: 2505.24773v2 · doi: 10.48550/arxiv.2505.24773 · pith_short_12: PWSGBMLI7PJ4 · pith_short_16: PWSGBMLI7PJ4TA5S · pith_short_8: PWSGBMLI

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/PWSGBMLI7PJ4TA5SOZD4ARLTVX \
  | 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: 7da460b168fbd3c983b27647c04573adef01f2d6057feb55a920d20e640feb9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "568a4102fd87fbdd7e468bbb4d8f3d22262879076f890589a8ca1106f5c0f339",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T16:35:32Z",
    "title_canon_sha256": "666eb283951b44a2616bdcb7c2d2895df5786c3eb63feb2933872a9047aa4577"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24773",
    "kind": "arxiv",
    "version": 2
  }
}