Pith Number

pith:UYTKMATY

pith:2024:UYTKMATY3SKXOZNAKYSNODBVBZ

not attested not anchored not stored refs pending

Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Aonan Zhang, Chong Wang, Xuanyu Zhang, Yi Wang, Yunfei Cheng

arxiv:2403.09919 v5 · 2024-03-14 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UYTKMATY3SKXOZNAKYSNODBVBZ}

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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

6 papers in Pith

Token-Operations-Oriented Inference Optimization Techniques for Large Models

TAPS: Target-Aware Prefix Tree Selection for Diffusion-Drafted Speculative Decoding

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

SnapKV: LLM Knows What You are Looking for Before Generation

Receipt and verification

First computed	2026-07-05T09:49:03.437328Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a626a60278dc957765a05624d70c350e5357dbe627d1a04b27c095afd3ff3515

Aliases

arxiv: 2403.09919 · arxiv_version: 2403.09919v5 · doi: 10.48550/arxiv.2403.09919 · pith_short_12: UYTKMATY3SKX · pith_short_16: UYTKMATY3SKXOZNA · pith_short_8: UYTKMATY

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/UYTKMATY3SKXOZNAKYSNODBVBZ \
  | 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: a626a60278dc957765a05624d70c350e5357dbe627d1a04b27c095afd3ff3515

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d79ad356494da579682964a7c9e133ef518c7a11e5f8d23145dcdd446b813ebe",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-14T23:40:56Z",
    "title_canon_sha256": "923a728475e0926bacfb7d17c8e0a75cdfc1205dcd3fc05fee858c505068a673"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.09919",
    "kind": "arxiv",
    "version": 5
  }
}