Pith Number

pith:MEZ7KT67

pith:2024:MEZ7KT67XGOMZDZUDMZZFWXVS7

not attested not anchored not stored refs pending

Realistic Evaluation of Model Merging for Compositional Generalization

Brian Lester, Colin Raffel, Derek Tam, Igor Gilitschenski, Yash Kant

arxiv:2409.18314 v1 · 2024-09-26 · cs.LG · cs.CL · 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{MEZ7KT67XGOMZDZUDMZZFWXVS7}

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	2026-07-05T09:12:34.013095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6133f54fdfb99ccc8f341b3392daf597c532ae841fdf16ca10c0872d73e423e9

Aliases

arxiv: 2409.18314 · arxiv_version: 2409.18314v1 · doi: 10.48550/arxiv.2409.18314 · pith_short_12: MEZ7KT67XGOM · pith_short_16: MEZ7KT67XGOMZDZU · pith_short_8: MEZ7KT67

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/MEZ7KT67XGOMZDZUDMZZFWXVS7 \
  | 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: 6133f54fdfb99ccc8f341b3392daf597c532ae841fdf16ca10c0872d73e423e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb63a9678c1563e2f14f7f93985458ef4c3f2866365b118182f4a9015dd9c80c",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-26T21:44:20Z",
    "title_canon_sha256": "e27e9f06a2ddb7b4a0d70c0f4411618e54099a113814cba6a6d58c3c4d5e0c8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18314",
    "kind": "arxiv",
    "version": 1
  }
}