Pith Number

pith:UCBKPY53

pith:2024:UCBKPY53V75OIH4CBYFTSLBA6G

not attested not anchored not stored refs pending

Exploring and Improving Drafts in Blockwise Parallel Decoding

Adrian Benton, Ananda Theertha Suresh, Kishore Papineni, Michael Riley, Sanjiv Kumar, Taehyeon Kim

arxiv:2404.09221 v2 · 2024-04-14 · cs.CL · cs.AI · 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{UCBKPY53V75OIH4CBYFTSLBA6G}

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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

2 papers in Pith

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

Receipt and verification

First computed	2026-07-05T08:27:25.834355Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a082a7e3bbaffae41f820e0b392c20f180d1088b4ab394ae0aa450709f688eb8

Aliases

arxiv: 2404.09221 · arxiv_version: 2404.09221v2 · doi: 10.48550/arxiv.2404.09221 · pith_short_12: UCBKPY53V75O · pith_short_16: UCBKPY53V75OIH4C · pith_short_8: UCBKPY53

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/UCBKPY53V75OIH4CBYFTSLBA6G \
  | 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: a082a7e3bbaffae41f820e0b392c20f180d1088b4ab394ae0aa450709f688eb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2880c4beaece58aadf4bcbb2204f45549373d869db0a5887f13082ac2b53b76",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-14T11:49:38Z",
    "title_canon_sha256": "938f30bb207564b88a0ceef8a7c57d0134e18195b500cb6500dde1fa629a2f64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09221",
    "kind": "arxiv",
    "version": 2
  }
}