Pith Number

pith:NNSMZUB4

pith:2024:NNSMZUB4D37SXVF5CRQMDCVXIE

not attested not anchored not stored refs pending

CoMMIT: Coordinated Multimodal Instruction Tuning

Jingbo Shang, Jiuxiang Gu, Julian McAuley, Junda Wu, Lina Yao, Tong Yu, Xiang Chen, Xintong Li, Yu Wang

arxiv:2407.20454 v2 · 2024-07-29 · cs.LG · 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{NNSMZUB4D37SXVF5CRQMDCVXIE}

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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

Pareto LoRA: Mitigating Modality Imbalance in Unified Multimodal Models via Pareto-Optimal Gradient Integration

Receipt and verification

First computed	2026-07-05T12:07:00.487013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b64ccd03c1eff2bd4bd1460c18ab741183c1dbad3d5b8010e3d62bf009b7a19

Aliases

arxiv: 2407.20454 · arxiv_version: 2407.20454v2 · doi: 10.48550/arxiv.2407.20454 · pith_short_12: NNSMZUB4D37S · pith_short_16: NNSMZUB4D37SXVF5 · pith_short_8: NNSMZUB4

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/NNSMZUB4D37SXVF5CRQMDCVXIE \
  | 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: 6b64ccd03c1eff2bd4bd1460c18ab741183c1dbad3d5b8010e3d62bf009b7a19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f8e515365078ec061b7e5a65f6a1dff700966b0f418e4540936d4150e932787",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-29T23:18:55Z",
    "title_canon_sha256": "9fdf3f9e8ecb635708472dc0a69d8b6ff7955ac976ee21bbfd83e66ea3a92adf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20454",
    "kind": "arxiv",
    "version": 2
  }
}