Pith Number

pith:YGIS3EGV

pith:2024:YGIS3EGVFUSL2OAUP6ZTJMQRZP

not attested not anchored not stored refs pending

Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation

Jiahao Xu, Rui Wang, Tian Liang, Xingyu Chen, Zhaopeng Tu, Zhiwei He, Ziyin Zhang

arxiv:2411.18462 v2 · 2024-11-27 · 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{YGIS3EGVFUSL2OAUP6ZTJMQRZP}

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

FASER: Fine-Grained Phase Management for Speculative Decoding in Dynamic LLM Serving

Receipt and verification

First computed	2026-07-05T11:58:22.254302Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c1912d90d52d24bd38147fb334b211cbd0621972f6fde89f4d394ff899928fa9

Aliases

arxiv: 2411.18462 · arxiv_version: 2411.18462v2 · doi: 10.48550/arxiv.2411.18462 · pith_short_12: YGIS3EGVFUSL · pith_short_16: YGIS3EGVFUSL2OAU · pith_short_8: YGIS3EGV

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/YGIS3EGVFUSL2OAUP6ZTJMQRZP \
  | 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: c1912d90d52d24bd38147fb334b211cbd0621972f6fde89f4d394ff899928fa9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "431756bb1bcd688b77c4560c763822a7710da7455b5a2060d8083c7fd58e4651",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-27T15:53:17Z",
    "title_canon_sha256": "ccb7414ccc3646d7edf285dc3f7d656774ee2a7a4405671459d88f575dc9780a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18462",
    "kind": "arxiv",
    "version": 2
  }
}