Pith Number

pith:ZLIMPOPV

pith:2025:ZLIMPOPVB63ZH36RHDQEHLNKVR

not attested not anchored not stored refs pending

Scaling Laws for Speculative Decoding

Chen Zhang, Guo-qing Jiang, Jianfei Wang, Jiaxing Chen, Mo Zhu, Ran Zhu, Siyuan Yan, Wentai Zhang, Xiang Liao, Xiao Cui, Zhuoran Song

arxiv:2505.07858 v1 · 2025-05-08 · cs.CL · 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{ZLIMPOPVB63ZH36RHDQEHLNKVR}

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

2 papers in Pith

Geometry-Aware Dataset Condensation for Diffusion Model Training

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Receipt and verification

First computed	2026-07-05T11:01:58.314856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cad0c7b9f50fb793efd138e043adaaac6eff074d65a8726e437db750cfb9fe79

Aliases

arxiv: 2505.07858 · arxiv_version: 2505.07858v1 · doi: 10.48550/arxiv.2505.07858 · pith_short_12: ZLIMPOPVB63Z · pith_short_16: ZLIMPOPVB63ZH36R · pith_short_8: ZLIMPOPV

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/ZLIMPOPVB63ZH36RHDQEHLNKVR \
  | 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: cad0c7b9f50fb793efd138e043adaaac6eff074d65a8726e437db750cfb9fe79

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e35ae3424412cf25252a48ca42badebb63866624cf02b2c3a9bdcb49d3887bc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-05-08T11:10:15Z",
    "title_canon_sha256": "eb2ab72391ecc7f67d263cc0086a9dfd81ff30e9918f77a1e92eb651c6f6cab3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07858",
    "kind": "arxiv",
    "version": 1
  }
}