Pith Number

pith:YMPNMKCQ

pith:2024:YMPNMKCQWTXYWQTKZMHZQYGJPO

not attested not anchored not stored refs pending

Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models

Ji Ma, Lin Yuanbo Wu, Mengyang Sun, Peng Wang, Wei Suo, Yanning Zhang

arxiv:2412.06458 v2 · 2024-12-09 · cs.CV

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\usepackage{pith}
\pithnumber{YMPNMKCQWTXYWQTKZMHZQYGJPO}

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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

Mitigating Information Loss under High Pruning Rates for Efficient Large Vision Language Models

Receipt and verification

First computed	2026-07-05T11:45:54.714200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c31ed62850b4ef8b426acb0f9860c97b851ec739f2f6ef5d639c24b8b9e92586

Aliases

arxiv: 2412.06458 · arxiv_version: 2412.06458v2 · doi: 10.48550/arxiv.2412.06458 · pith_short_12: YMPNMKCQWTXY · pith_short_16: YMPNMKCQWTXYWQTK · pith_short_8: YMPNMKCQ

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/YMPNMKCQWTXYWQTKZMHZQYGJPO \
  | 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: c31ed62850b4ef8b426acb0f9860c97b851ec739f2f6ef5d639c24b8b9e92586

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "513c05a8af49ea97932ec4df0423fc92c24bf00945ef03e7a6b51c1bfd8a063a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-09T13:02:35Z",
    "title_canon_sha256": "7b971fdfd8277069e1e5ba7fdce34ad9e69c545ce3990090bb77dc00a3c3dd87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.06458",
    "kind": "arxiv",
    "version": 2
  }
}