Pith Number

pith:KTJMRKWM

pith:2024:KTJMRKWMJWZR4D7YVXK7QID5MW

not attested not anchored not stored refs pending

Model Composition for Multimodal Large Language Models

Chi Chen, Fei Huang, Fuwen Luo, Ji Zhang, Maosong Sun, Ming Yan, Peng Li, Yang Liu, Yiyang Du, Zheng Fang, Ziyue Wang

arxiv:2402.12750 v2 · 2024-02-20 · cs.CV · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KTJMRKWMJWZR4D7YVXK7QID5MW}

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

PivotMerge: Bridging Heterogeneous Multimodal Pre-training via Post-Alignment Model Merging

Receipt and verification

First computed	2026-07-05T08:48:41.507389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54d2c8aacc4db31e0ff8add5f8207d659aed9bf898dc100b7a9c5b586d153162

Aliases

arxiv: 2402.12750 · arxiv_version: 2402.12750v2 · doi: 10.48550/arxiv.2402.12750 · pith_short_12: KTJMRKWMJWZR · pith_short_16: KTJMRKWMJWZR4D7Y · pith_short_8: KTJMRKWM

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/KTJMRKWMJWZR4D7YVXK7QID5MW \
  | 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: 54d2c8aacc4db31e0ff8add5f8207d659aed9bf898dc100b7a9c5b586d153162

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a1864aa6181afcafb4c9c7387062acaef274e4ddb200db23c6ca164f771ee04",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-02-20T06:38:10Z",
    "title_canon_sha256": "c175d150847bb7dcfebfb85701a0b25841cce145cbf3605e79b24d2164186085"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.12750",
    "kind": "arxiv",
    "version": 2
  }
}