Pith Number

pith:UP3BPFM5

pith:2025:UP3BPFM5KXH7HUM3AI3CHXUY35

not attested not anchored not stored refs pending

SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models

Biao Hou, Hang Wu, Haojie Wang, Jianian Zhu, Jidong Zhai, Yinghui Li

arxiv:2505.07680 v1 · 2025-05-12 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UP3BPFM5KXH7HUM3AI3CHXUY35}

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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

1 paper in Pith

SpecMemo: Speculative Decoding is in Your Pocket

Receipt and verification

First computed	2026-07-05T11:01:51.653642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3f617959d55cff3d19b023623de98df49c28ebf6e869af51867bf42593097a8

Aliases

arxiv: 2505.07680 · arxiv_version: 2505.07680v1 · doi: 10.48550/arxiv.2505.07680 · pith_short_12: UP3BPFM5KXH7 · pith_short_16: UP3BPFM5KXH7HUM3 · pith_short_8: UP3BPFM5

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/UP3BPFM5KXH7HUM3AI3CHXUY35 \
  | 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: a3f617959d55cff3d19b023623de98df49c28ebf6e869af51867bf42593097a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa382ecb8ea1b794a1347884033a7d9447a6e2678eea7f6253254678f9b1c61d",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-12T15:46:28Z",
    "title_canon_sha256": "398a373f19552f70f18212d9da986c7e5d64b42dfdf552b7181e2f6f1b185d97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07680",
    "kind": "arxiv",
    "version": 1
  }
}