Pith Number

pith:BIH56DPC

pith:2024:BIH56DPC4GYKTYF6DKN2GOBYDI

not attested not anchored not stored refs pending

OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure

Jikai Wang, Juntao Li, Min Zhang, Qingrong Xia, Xinyu Duan, Yi Su, Zhefeng Wang, Zi Ye

arxiv:2406.17276 v4 · 2024-06-25 · 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{BIH56DPC4GYKTYF6DKN2GOBYDI}

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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

4 papers in Pith

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion

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

LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation

CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

Receipt and verification

First computed	2026-07-05T10:53:10.732042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a0fdf0de2e1b0a9e0be1a9ba338381a36ec6b0f6620e11155717acd94ba9a5b

Aliases

arxiv: 2406.17276 · arxiv_version: 2406.17276v4 · doi: 10.48550/arxiv.2406.17276 · pith_short_12: BIH56DPC4GYK · pith_short_16: BIH56DPC4GYKTYF6 · pith_short_8: BIH56DPC

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/BIH56DPC4GYKTYF6DKN2GOBYDI \
  | 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: 0a0fdf0de2e1b0a9e0be1a9ba338381a36ec6b0f6620e11155717acd94ba9a5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "144b8b466e3e9e7b997f2caf720b0624e9ef0b3a9e920ec69e76e43c3553156f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-25T04:45:53Z",
    "title_canon_sha256": "ff90c0f87ff804fca33f43a4cd8621a87e0f940e6bbd9af1add29a13d88be5a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17276",
    "kind": "arxiv",
    "version": 4
  }
}