Pith Number

pith:DQ4PIA4V

pith:2025:DQ4PIA4VUHVCKRPHALJPAXQSND

not attested not anchored not stored refs pending

ScaLoRA: Optimally Scaled Low-Rank Adaptation for Efficient High-Rank Fine-Tuning

Georgios B. Giannakis, Xiaodong Yang, Yilang Zhang, Yiwei Cai

arxiv:2510.23818 v2 · 2025-10-27 · cs.LG

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\usepackage{pith}
\pithnumber{DQ4PIA4VUHVCKRPHALJPAXQSND}

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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

Low-Rank Adaptation Redux for Large Models

Receipt and verification

First computed	2026-05-17T23:39:00.966544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c38f40395a1ea2545e702d2f05e1268e30ad89b1f09e2e9c3256b8dad40d809

Aliases

arxiv: 2510.23818 · arxiv_version: 2510.23818v2 · doi: 10.48550/arxiv.2510.23818 · pith_short_12: DQ4PIA4VUHVC · pith_short_16: DQ4PIA4VUHVCKRPH · pith_short_8: DQ4PIA4V

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/DQ4PIA4VUHVCKRPHALJPAXQSND \
  | 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: 1c38f40395a1ea2545e702d2f05e1268e30ad89b1f09e2e9c3256b8dad40d809

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c3a4f19027077411f1630df07f80ad1889f7caa9c15764ca0b28bdb5a3f2924",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-27T19:59:46Z",
    "title_canon_sha256": "1f1b40527a4170e6d332884a97e1e2cdb203417c4a198865c7b41f5763cf0c1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.23818",
    "kind": "arxiv",
    "version": 2
  }
}