Pith Number

pith:D4QOTQBO

pith:2025:D4QOTQBOP4FL2F4PLEFAQG2U3R

not attested not anchored not stored refs pending

CALM: Consensus-Aware Localized Merging for Multi-Task Learning

Bo Jiang, Changshui Zhang, Feng Liu, Kunda Yan, Min Zhang, Sen Cui, Zikun Qu

arxiv:2506.13406 v1 · 2025-06-16 · cs.LG · 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{D4QOTQBOP4FL2F4PLEFAQG2U3R}

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

2 papers in Pith

Model Merging Scaling Laws in Large Language Models

Discovering Physical Directions in Weight Space: Composing Neural PDE Experts

Receipt and verification

First computed	2026-07-05T11:22:09.866987Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f20e9c02e7f0abd178f590a081b54dc6314a104f28d63c57b57ea6e4ac14891

Aliases

arxiv: 2506.13406 · arxiv_version: 2506.13406v1 · doi: 10.48550/arxiv.2506.13406 · pith_short_12: D4QOTQBOP4FL · pith_short_16: D4QOTQBOP4FL2F4P · pith_short_8: D4QOTQBO

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/D4QOTQBOP4FL2F4PLEFAQG2U3R \
  | 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: 1f20e9c02e7f0abd178f590a081b54dc6314a104f28d63c57b57ea6e4ac14891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b68451c2f4a25d18c4ed7fe5256531bde736309b70af13400253ac6761026811",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-16T12:19:45Z",
    "title_canon_sha256": "e60cd97862de4509f957966c3162ba425e17755a516027c7513d542f0662a189"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.13406",
    "kind": "arxiv",
    "version": 1
  }
}