Pith Number

pith:WZYJX3DE

pith:2024:WZYJX3DEDTD2NX52MRKGZTYNMM

not attested not anchored not stored refs pending

Training-Free Model Merging for Multi-target Domain Adaptation

Beiwen Tian, Hao Zhao, Huan-ang Gao, Mingju Gao, Rong Zhi, Wenyi Li

arxiv:2407.13771 v1 · 2024-07-18 · 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{WZYJX3DEDTD2NX52MRKGZTYNMM}

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.

Cited by

1 paper in Pith

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Receipt and verification

First computed	2026-07-05T08:45:43.960243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6709bec641cc7a6dfba64546ccf0d633dee267c1f07e9eb4abdddebe0e6dac5

Aliases

arxiv: 2407.13771 · arxiv_version: 2407.13771v1 · doi: 10.48550/arxiv.2407.13771 · pith_short_12: WZYJX3DEDTD2 · pith_short_16: WZYJX3DEDTD2NX52 · pith_short_8: WZYJX3DE

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/WZYJX3DEDTD2NX52MRKGZTYNMM \
  | 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: b6709bec641cc7a6dfba64546ccf0d633dee267c1f07e9eb4abdddebe0e6dac5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6fe05a45296c8662a2f719b4f003160942db1811aaef2648ceda19c55903f54",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-18T17:59:57Z",
    "title_canon_sha256": "5c1649b633c3eac6b1d3083934f98b255e53d38acee13f57f4d1aa8e0bc7794e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.13771",
    "kind": "arxiv",
    "version": 1
  }
}