Pith Number

pith:PFL7JURC

pith:2023:PFL7JURCDDIKQHZT6NI4V2HESU

not attested not anchored not stored refs pending

Online Speculative Decoding

Alvin Cheung, Hao Zhang, Ion Stoica, Lanxiang Hu, Peter Bailis, Xiaoxuan Liu, Zhijie Deng

arxiv:2310.07177 v4 · 2023-10-11 · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PFL7JURCDDIKQHZT6NI4V2HESU}

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

14 papers in Pith

D^2SD: Accelerating Speculative Decoding with Dual Diffusion Draft Models

DFlare: Scaling Up Draft Capacity for Block Diffusion Speculative Decoding

Draft-OPD: On-Policy Distillation for Speculative Draft Models

BudgetDraft: Acceptance-Aware Multi-View Training for Sparse-KV Speculative Decoding

Test-Time Speculation

Receipt and verification

First computed	2026-07-05T08:29:17.960906Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7957f4d22218d0a81f33f351cae8e4951f7c9555e9d1a2d1d542a7b79a9e79c3

Aliases

arxiv: 2310.07177 · arxiv_version: 2310.07177v4 · doi: 10.48550/arxiv.2310.07177 · pith_short_12: PFL7JURCDDIK · pith_short_16: PFL7JURCDDIKQHZT · pith_short_8: PFL7JURC

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/PFL7JURCDDIKQHZT6NI4V2HESU \
  | 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: 7957f4d22218d0a81f33f351cae8e4951f7c9555e9d1a2d1d542a7b79a9e79c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b49ad79212ebc1eaeb2f9218bf1989d84383dd25cde84e9dbe933c41b2e001bb",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-11T04:03:42Z",
    "title_canon_sha256": "621b370fe362554f4549fc7309e08097c43913e1f8b2b7b5d8d18903ac850a1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07177",
    "kind": "arxiv",
    "version": 4
  }
}