Pith Number

pith:HZCBW22J

pith:2025:HZCBW22J7OP7GROHB22TCSWEBL

not attested not anchored not stored refs pending

Out-of-Vocabulary Sampling Boosts Speculative Decoding

David Harel, Hongyang Zhang, Jonathan Mamou, Nadav Timor, Oren Pereg

arxiv:2506.03206 v1 · 2025-06-02 · cs.LG · 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{HZCBW22J7OP7GROHB22TCSWEBL}

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

1 paper in Pith

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding

Receipt and verification

First computed	2026-07-05T11:15:48.144056Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e441b6b49fb9ff345c70eb5314ac40ad893bcd9d4ed894741f926bb7fcbc6db

Aliases

arxiv: 2506.03206 · arxiv_version: 2506.03206v1 · doi: 10.48550/arxiv.2506.03206 · pith_short_12: HZCBW22J7OP7 · pith_short_16: HZCBW22J7OP7GROH · pith_short_8: HZCBW22J

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/HZCBW22J7OP7GROHB22TCSWEBL \
  | 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: 3e441b6b49fb9ff345c70eb5314ac40ad893bcd9d4ed894741f926bb7fcbc6db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65d7583dc3423fb3c50e2c7e177763f0e4cf08a66e9937b0c8d9f4a8f102b2e5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T21:08:02Z",
    "title_canon_sha256": "dbb7cb01f0b2fb6e9ef7eea2e25a73053fb1eb77e03e0fd0e5f1d1d59e43ac6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.03206",
    "kind": "arxiv",
    "version": 1
  }
}