Pith Number

pith:VEMFI4IC

pith:2025:VEMFI4IC6BEFFK6ACMWREAS2XP

not attested not anchored not stored refs pending

FreeLoRA: Enabling Training-Free LoRA Fusion for Autoregressive Multi-Subject Personalization

Peng Zheng, Rui Ma, Ye Wang, Zuxuan Wu

arxiv:2507.01792 v1 · 2025-07-02 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VEMFI4IC6BEFFK6ACMWREAS2XP}

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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	2026-07-05T11:30:55.153332Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a918547102f04852abc0132d12025abbf93a05af0c769e06ea0c3e225d59302f

Aliases

arxiv: 2507.01792 · arxiv_version: 2507.01792v1 · doi: 10.48550/arxiv.2507.01792 · pith_short_12: VEMFI4IC6BEF · pith_short_16: VEMFI4IC6BEFFK6A · pith_short_8: VEMFI4IC

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/VEMFI4IC6BEFFK6ACMWREAS2XP \
  | 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: a918547102f04852abc0132d12025abbf93a05af0c769e06ea0c3e225d59302f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d16cc82f6b03206a788cc37521a583a1486260c70c0cf92eb7ea3273588585b8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-02T15:16:59Z",
    "title_canon_sha256": "79c7dd7b8e9384ea21a33c5a00b68a6a8b36849c159395a96024c841061a2a2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01792",
    "kind": "arxiv",
    "version": 1
  }
}