Pith Number

pith:AAYZJP23

pith:2025:AAYZJP23PTCLE66NTOJ22SYKR6

not attested not anchored not stored refs pending

RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models

Bingcong Li, Georgios B. Giannakis, Yilang Zhang

arxiv:2505.18877 v4 · 2025-05-24 · 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{AAYZJP23PTCLE66NTOJ22SYKR6}

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	2026-06-02T01:03:31.654849Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

003194bf5b7cc4b27bcd9b93ad4b0a8f988977945f0680b07ae631260c7c40c2

Aliases

arxiv: 2505.18877 · arxiv_version: 2505.18877v4 · doi: 10.48550/arxiv.2505.18877 · pith_short_12: AAYZJP23PTCL · pith_short_16: AAYZJP23PTCLE66N · pith_short_8: AAYZJP23

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/AAYZJP23PTCLE66NTOJ22SYKR6 \
  | 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: 003194bf5b7cc4b27bcd9b93ad4b0a8f988977945f0680b07ae631260c7c40c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2866608a65263f389c32b4f9c4926cd159a7ef9dcbff9bf8046d394d6fd9f626",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-24T21:33:16Z",
    "title_canon_sha256": "8409a9ead32b592306d86c6304840e86185a95ed55c81fc73834873ed58df475"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18877",
    "kind": "arxiv",
    "version": 4
  }
}