Pith Number

pith:AFYIY3GJ

pith:2025:AFYIY3GJKEYVNBF42WVXJ3JSUX

not attested not anchored not stored refs pending

Re-Imagining Multimodal Instruction Tuning: A Representation View

Cheng Han, Dongfang Liu, James Chenhao Liang, Lifu Huang, Majid Rabbani, Qifan Wang, Raghuveer Rao, Ruixiang Tang, Sohail Dianat, Yiyang Liu, Yugyung Lee

arxiv:2503.00723 v3 · 2025-03-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFYIY3GJKEYVNBF42WVXJ3JSUX}

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

Sparse Fine-Tuning of Transformers for Generative Tasks

Receipt and verification

First computed	2026-07-05T10:36:37.019838Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01708c6cc951315684bcd5ab74ed32a5f9e548bee283d922c0de50bfa49a3007

Aliases

arxiv: 2503.00723 · arxiv_version: 2503.00723v3 · doi: 10.48550/arxiv.2503.00723 · pith_short_12: AFYIY3GJKEYV · pith_short_16: AFYIY3GJKEYVNBF4 · pith_short_8: AFYIY3GJ

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/AFYIY3GJKEYVNBF42WVXJ3JSUX \
  | 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: 01708c6cc951315684bcd5ab74ed32a5f9e548bee283d922c0de50bfa49a3007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffb1208807d56f471edc19bb442b9daae571dccf2c2dfa6bc59682b5fb281d63",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-02T04:11:03Z",
    "title_canon_sha256": "c22bc42cb058f93d2c013fd3c0131f5da58e571db1baeb9ba6526b52b3132317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.00723",
    "kind": "arxiv",
    "version": 3
  }
}