Pith Number

pith:7LNH5C6J

pith:2024:7LNH5C6J2BAZSKK7MNVS7JIP24

not attested not anchored not stored refs pending

Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning

Yang Li, Yao Liang, Yi Zeng, Yuwei Wang

arxiv:2403.07440 v3 · 2024-03-12 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7LNH5C6J2BAZSKK7MNVS7JIP24}

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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

Two Is Better Than One: Rotations Scale LoRAs

Receipt and verification

First computed	2026-07-05T08:02:25.104106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fada7e8bc9d04199295f636b2fa50fd71b586d3de88fb1852f956dea2db02fea

Aliases

arxiv: 2403.07440 · arxiv_version: 2403.07440v3 · doi: 10.48550/arxiv.2403.07440 · pith_short_12: 7LNH5C6J2BAZ · pith_short_16: 7LNH5C6J2BAZSKK7 · pith_short_8: 7LNH5C6J

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/7LNH5C6J2BAZSKK7MNVS7JIP24 \
  | 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: fada7e8bc9d04199295f636b2fa50fd71b586d3de88fb1852f956dea2db02fea

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c113fcf4151dbde3b6e244ffeb10671273a97d30efadc77f2f05fcd4281b22df",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-12T09:32:25Z",
    "title_canon_sha256": "675b0c313c44a7e3928e9ae6eca97817230d8bee7d57502864da04dc5d492af4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07440",
    "kind": "arxiv",
    "version": 3
  }
}