Pith Number

pith:G5OQOZ47

pith:2025:G5OQOZ47IT4DZUODCJA7TVSPZX

not attested not anchored not stored refs pending

Mitigating Parameter Interference in Model Merging via Sharpness-Aware Fine-Tuning

Jinwook Jung, Sungyong Baik, Yeoreum Lee

arxiv:2504.14662 v1 · 2025-04-20 · cs.LG · 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{G5OQOZ47IT4DZUODCJA7TVSPZX}

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

3 papers in Pith

Unlocking the Potential of Continual Model Merging: An ODE Perspective

Receipt and verification

First computed	2026-07-05T10:51:48.478907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

375d07679f44f83cd1c31241f9d64fcdd1e0e2ddd7ca62994e486ba83374fcf5

Aliases

arxiv: 2504.14662 · arxiv_version: 2504.14662v1 · doi: 10.48550/arxiv.2504.14662 · pith_short_12: G5OQOZ47IT4D · pith_short_16: G5OQOZ47IT4DZUOD · pith_short_8: G5OQOZ47

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/G5OQOZ47IT4DZUODCJA7TVSPZX \
  | 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: 375d07679f44f83cd1c31241f9d64fcdd1e0e2ddd7ca62994e486ba83374fcf5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e5f02d05dce9a0d5c6b07ac43b0f22c2b7a724bd02d472744361ff56c18ed312",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-20T15:57:12Z",
    "title_canon_sha256": "61430acc73f2701dc6149ddd1a9f805434888ad2b3b6e8802ad32819de208418"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14662",
    "kind": "arxiv",
    "version": 1
  }
}