Pith Number

pith:3RWVPQQT

pith:2024:3RWVPQQTKZANPYJM7CDLBS3MMM

not attested not anchored not stored refs pending

SAM Decoding: Speculative Decoding via Suffix Automaton

Cuiping Li, Fanjin Zhang, Hong Chen, Jing Zhang, Ke Wang, Xiaokang Zhang, Yuxuan Hu

arxiv:2411.10666 v3 · 2024-11-16 · 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{3RWVPQQTKZANPYJM7CDLBS3MMM}

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

Trees from Marginals: Autoregressive drafting with factorized priors

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation

Receipt and verification

First computed	2026-07-05T09:49:46.251808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc6d57c2135640d7e12cf886b0cb6c633049e1d8796ed100680cdd63d59a19ec

Aliases

arxiv: 2411.10666 · arxiv_version: 2411.10666v3 · doi: 10.48550/arxiv.2411.10666 · pith_short_12: 3RWVPQQTKZAN · pith_short_16: 3RWVPQQTKZANPYJM · pith_short_8: 3RWVPQQT

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/3RWVPQQTKZANPYJM7CDLBS3MMM \
  | 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: dc6d57c2135640d7e12cf886b0cb6c633049e1d8796ed100680cdd63d59a19ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a544a1040bbea2e675c8f0fef345b9b7c5ea10e10db813bf87cad843c15c6f27",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-16T02:02:49Z",
    "title_canon_sha256": "a5f92625a841a2f66b7ba86da103a1c267dcbb2b3b7c785fc84be46e7cba803a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10666",
    "kind": "arxiv",
    "version": 3
  }
}