Pith Number

pith:OQZXU7EU

pith:2024:OQZXU7EUKLZWI4RHIVSRVEQE34

not attested not anchored not stored refs pending

Block Verification Accelerates Speculative Decoding

Ahmad Beirami, Ananda Theertha Suresh, Asaf Aharoni, Jae Hun Ro, Uri Mendlovic, Yaniv Leviathan, Ziteng Sun

arxiv:2403.10444 v3 · 2024-03-15 · cs.LG · cs.CL · cs.DS · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OQZXU7EUKLZWI4RHIVSRVEQE34}

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

4 papers in Pith

Trees from Marginals: Autoregressive drafting with factorized priors

DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation

Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing

Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation

Receipt and verification

First computed	2026-07-05T10:47:25.536822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74337a7c9452f364722745651a9204df02a5ae9a449b566eec254765891be277

Aliases

arxiv: 2403.10444 · arxiv_version: 2403.10444v3 · doi: 10.48550/arxiv.2403.10444 · pith_short_12: OQZXU7EUKLZW · pith_short_16: OQZXU7EUKLZWI4RH · pith_short_8: OQZXU7EU

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/OQZXU7EUKLZWI4RHIVSRVEQE34 \
  | 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: 74337a7c9452f364722745651a9204df02a5ae9a449b566eec254765891be277

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8740f9c6c9d48ca26ffead1184998dc933ad67439a48ed813a0ace759fec5ff0",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.DS",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-15T16:28:22Z",
    "title_canon_sha256": "e0070ac8a3a6afa94670231457c3803e0c2e95fe6ee39b98f3e0e88893d7f6bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.10444",
    "kind": "arxiv",
    "version": 3
  }
}