Pith Number

pith:PQTFLYAW

pith:2025:PQTFLYAWN7NMGMVNFV5OQBQXF7

not attested not anchored not stored refs pending

LoRAtorio: An intrinsic approach to LoRA Skill Composition

Ignas Budvytis, Niki Foteinopoulou, Stephan Liwicki

arxiv:2508.11624 v1 · 2025-08-15 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PQTFLYAWN7NMGMVNFV5OQBQXF7}

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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

Training-Free Multi-Concept LoRA Composition with Prompt-Aware Weighting

Receipt and verification

First computed	2026-07-05T11:54:36.412730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7c2655e0166fdac332ad2d7ae806172fc30477d660f6e80a290242aeaf971f73

Aliases

arxiv: 2508.11624 · arxiv_version: 2508.11624v1 · doi: 10.48550/arxiv.2508.11624 · pith_short_12: PQTFLYAWN7NM · pith_short_16: PQTFLYAWN7NMGMVN · pith_short_8: PQTFLYAW

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/PQTFLYAWN7NMGMVNFV5OQBQXF7 \
  | 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: 7c2655e0166fdac332ad2d7ae806172fc30477d660f6e80a290242aeaf971f73

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "351dcbc2d40a339beb95c6b170516862676b25740f37ac17081958629f168e39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-15T17:52:56Z",
    "title_canon_sha256": "fb0cba01237c2468d9662d0b65e1978cf94567b7de2f87a6a1d7a7b2461161ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11624",
    "kind": "arxiv",
    "version": 1
  }
}