Pith Number

pith:XONKV7Z5

pith:2024:XONKV7Z56EQ27SVBIVUAFPIRR4

not attested not anchored not stored refs pending

Multi-Candidate Speculative Decoding

Jiajun Chen, Sen Yang, Shujian Huang, Xinyu Dai

arxiv:2401.06706 v1 · 2024-01-12 · 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{XONKV7Z56EQ27SVBIVUAFPIRR4}

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

5 papers in Pith

When Is a Draft Accepted? A Theory of Acceptance in Speculative Decoding

SpecTr-GBV: Multi-Draft Block Verification Accelerating Speculative Decoding

UniVer: A Unified Perspective for Multi-step and Multi-draft Speculative Decoding

Multi-Drafter Speculative Decoding with Alignment Feedback

Copy-as-Decode: Grammar-Constrained Parallel Prefill for LLM Editing

Receipt and verification

First computed	2026-07-05T07:33:04.267702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb9aaaff3df121afcaa1456802bd118f30199f0de6bcb68f4fa47c724c49fb52

Aliases

arxiv: 2401.06706 · arxiv_version: 2401.06706v1 · doi: 10.48550/arxiv.2401.06706 · pith_short_12: XONKV7Z56EQ2 · pith_short_16: XONKV7Z56EQ27SVB · pith_short_8: XONKV7Z5

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/XONKV7Z56EQ27SVBIVUAFPIRR4 \
  | 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: bb9aaaff3df121afcaa1456802bd118f30199f0de6bcb68f4fa47c724c49fb52

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8614e77788cf594a647a35a3c2643d2aed3295d0d83e8628f4387fba135facf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-12T17:15:23Z",
    "title_canon_sha256": "73311b65c0600d513aa371e2eecb063cad6136648f68632f72fcc31f77c2ddf6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.06706",
    "kind": "arxiv",
    "version": 1
  }
}