Pith Number

pith:QD76ISTW

pith:2024:QD76ISTWUXCHJSFJMSMRIIUR4O

not attested not anchored not stored refs pending

On Domain-Adaptive Post-Training for Multimodal Large Language Models

Bo Dai, Daixuan Cheng, Shaohan Huang, Wayne Xin Zhao, Xintong Zhang, Zhenliang Zhang, Zhongzhi Luan, Ziyu Zhu

arxiv:2411.19930 v4 · 2024-11-29 · cs.CL · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{QD76ISTWUXCHJSFJMSMRIIUR4O}

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Record completeness

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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

3 papers in Pith

Evaluating and Understanding Model Editing for Medical Vision Language Models

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AD-Copilot: A Vision-Language Assistant for Industrial Anomaly Detection via Visual In-context Comparison

Receipt and verification

First computed	2026-07-05T11:59:55.491723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80ffe44a76a5c474c8a96499142291e3960a97b277dfc59511518b2555243fa3

Aliases

arxiv: 2411.19930 · arxiv_version: 2411.19930v4 · doi: 10.48550/arxiv.2411.19930 · pith_short_12: QD76ISTWUXCH · pith_short_16: QD76ISTWUXCHJSFJ · pith_short_8: QD76ISTW

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/QD76ISTWUXCHJSFJMSMRIIUR4O \
  | 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: 80ffe44a76a5c474c8a96499142291e3960a97b277dfc59511518b2555243fa3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d66524f9ccbaec6c80825335bfca5ddfe494c3577876b3db7ff08f51cd9544fe",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-29T18:42:28Z",
    "title_canon_sha256": "7eeccc8c740ae036848fcbf4a902a4d22ffa10c86adb6978badee7afc69c9216"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.19930",
    "kind": "arxiv",
    "version": 4
  }
}