Pith Number

pith:7MRRGVCH

pith:2025:7MRRGVCHBJPYHNTRGYLK5IQSKS

not attested not anchored not stored refs pending

Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More

Conghui He, Junyuan Zhang, Linfeng Zhang, Qintong Zhang, Shaobo Wang, Weijia Li, Yifeng Gao, Zichen Wen

arxiv:2502.11494 v2 · 2025-02-17 · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{7MRRGVCHBJPYHNTRGYLK5IQSKS}

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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

14 papers in Pith

MVPruner: Dynamic Token Pruning for Accelerating Multi-view Vision-Language Models in Autonomous Driving

When Attention Collapses: Stage-Aware Visual Token Pruning from Structure to Semantics

MS-Resampler: Multi-Scope Visual Resampling for Efficient Multimodal LLMs

MVPruner: Dynamic Token Pruning for Accelerating Multi-view Vision-Language Models in Autonomous Driving

RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference

Receipt and verification

First computed	2026-07-05T11:17:41.373479Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb231354470a5f83b6713616aea21254b11663975968cbe050b3b75af3e92b7d

Aliases

arxiv: 2502.11494 · arxiv_version: 2502.11494v2 · doi: 10.48550/arxiv.2502.11494 · pith_short_12: 7MRRGVCHBJPY · pith_short_16: 7MRRGVCHBJPYHNTR · pith_short_8: 7MRRGVCH

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/7MRRGVCHBJPYHNTRGYLK5IQSKS \
  | 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: fb231354470a5f83b6713616aea21254b11663975968cbe050b3b75af3e92b7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5701b55cbce02c5c5b94b2b33c0158c7522a2900db0908443e3a6fee3c3d53e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-17T06:56:28Z",
    "title_canon_sha256": "e32efbd4b322b7744d5c96b251ef03585c883910019116e583366e95badaf2b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.11494",
    "kind": "arxiv",
    "version": 2
  }
}