Pith Number

pith:ZNS2TPAS

pith:2023:ZNS2TPASXW6KQPCR423XQD4ZQH

not attested not anchored not stored refs pending

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding

Hwanjun Song, Jongwoo Ko, Sangmin Bae, Se-Young Yun

arxiv:2310.05424 v1 · 2023-10-09 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNS2TPASXW6KQPCR423XQD4ZQH}

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

3 papers in Pith

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LLM-assisted Agentic Edge Intelligence Framework

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

Receipt and verification

First computed	2026-07-05T06:58:45.121881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb65a9bc12bdbca83c51e6b7780f9981ce353ba0311298a9a5d09454008d62c5

Aliases

arxiv: 2310.05424 · arxiv_version: 2310.05424v1 · doi: 10.48550/arxiv.2310.05424 · pith_short_12: ZNS2TPASXW6K · pith_short_16: ZNS2TPASXW6KQPCR · pith_short_8: ZNS2TPAS

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/ZNS2TPASXW6KQPCR423XQD4ZQH \
  | 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: cb65a9bc12bdbca83c51e6b7780f9981ce353ba0311298a9a5d09454008d62c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a15ca60904815cf9d685606974dcf5cc9761b8d82998ad29c7d0caeb574db9a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-09T05:53:05Z",
    "title_canon_sha256": "4610544fdb928b93e539000ab4954e41dec767d0fdd05346535d8476efc9e6d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05424",
    "kind": "arxiv",
    "version": 1
  }
}