Pith Number

pith:XZJWWCMB

pith:2024:XZJWWCMBWS463UBGUV763ZPBDY

not attested not anchored not stored refs pending

Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting

Fangcheng Liu, Kai Han, Yehui Tang, Yunhe Wang, Yunsheng Ni, Zhenhua Liu

arxiv:2404.18911 v1 · 2024-04-29 · cs.CL · 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{XZJWWCMBWS463UBGUV763ZPBDY}

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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

5 papers in Pith

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

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

A Survey on Efficient Inference for Large Language Models

Two-dimensional early exit optimisation of LLM inference

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting

Receipt and verification

First computed	2026-07-05T08:13:22.274625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be536b0981b4b9edd026a57fede5e11e03e215cbc61639b928a290fcea30eb94

Aliases

arxiv: 2404.18911 · arxiv_version: 2404.18911v1 · doi: 10.48550/arxiv.2404.18911 · pith_short_12: XZJWWCMBWS46 · pith_short_16: XZJWWCMBWS463UBG · pith_short_8: XZJWWCMB

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/XZJWWCMBWS463UBGUV763ZPBDY \
  | 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: be536b0981b4b9edd026a57fede5e11e03e215cbc61639b928a290fcea30eb94

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5c53b263d2f3a65856e220b934f62f8d52191c2abc6a035d19f47a75d65bd1b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-29T17:53:54Z",
    "title_canon_sha256": "5caf63f3e7723c3504eadfcb53c23a729a5464544b576b4cc2e2aae74da2ffe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.18911",
    "kind": "arxiv",
    "version": 1
  }
}