Pith Number

pith:J7VL6VSD

pith:2025:J7VL6VSDKR237AVT7KDRAJDVGY

not attested not anchored not stored refs pending

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding

Hoyun Song, Huije Lee, Jeongyeon Seo, Jong C. Park, Sangjin Choi, Soyeong Jeong, Sukmin Cho, Taeho Hwang, Youngjin Kwon

arxiv:2502.05609 v1 · 2025-02-08 · 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{J7VL6VSDKR237AVT7KDRAJDVGY}

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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

HeiSD: Hybrid Speculative Decoding for Embodied Vision-Language-Action Models with Kinematic Awareness

Receipt and verification

First computed	2026-07-05T10:11:40.498482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4feabf56435475bf82b3fa87102475360f086865ded0d2cb31fbae02774c4b9a

Aliases

arxiv: 2502.05609 · arxiv_version: 2502.05609v1 · doi: 10.48550/arxiv.2502.05609 · pith_short_12: J7VL6VSDKR23 · pith_short_16: J7VL6VSDKR237AVT · pith_short_8: J7VL6VSD

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/J7VL6VSDKR237AVT7KDRAJDVGY \
  | 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: 4feabf56435475bf82b3fa87102475360f086865ded0d2cb31fbae02774c4b9a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62d17bc59641aa9c51521f39ad33be4fc5cd10d8b64c939af6deafc7e6293c43",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-08T15:32:53Z",
    "title_canon_sha256": "db090370d19bee1e08fbee4838c7f0190d6c8d4488f27a8daa985614045b0de9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05609",
    "kind": "arxiv",
    "version": 1
  }
}