Pith Number

pith:ONRKDI7P

pith:2025:ONRKDI7PFNU3KAPPW6W6AAUNVH

not attested not anchored not stored refs pending

Speculative Decoding Reimagined for Multimodal Large Language Models

Luxi Lin, Rongrong Ji, Zhanpeng Zeng, Zhihang Lin

arxiv:2505.14260 v1 · 2025-05-20 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ONRKDI7PFNU3KAPPW6W6AAUNVH}

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

SMART: When is it Actually Worth Expanding a Speculative Tree?

Receipt and verification

First computed	2026-07-05T11:05:58.572180Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7362a1a3ef2b69b501efb7ade0028da9d1e5ff9ba4881ea4785249f5a7d6503c

Aliases

arxiv: 2505.14260 · arxiv_version: 2505.14260v1 · doi: 10.48550/arxiv.2505.14260 · pith_short_12: ONRKDI7PFNU3 · pith_short_16: ONRKDI7PFNU3KAPP · pith_short_8: ONRKDI7P

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/ONRKDI7PFNU3KAPPW6W6AAUNVH \
  | 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: 7362a1a3ef2b69b501efb7ade0028da9d1e5ff9ba4881ea4785249f5a7d6503c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "00d12e8b7d917927843c1980d704e0b78768b1c6fad51fd6abbae771ea76ec3e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-20T12:12:17Z",
    "title_canon_sha256": "ec5a59acaf1577208af606f01a64b8a82aaf88383074903593f0b9beb75abb98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14260",
    "kind": "arxiv",
    "version": 1
  }
}