Pith Number

pith:54L5LGSP

pith:2024:54L5LGSPBWM37OY3H4A6VLM2DD

not attested not anchored not stored refs pending

S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs

Manasa Bharadwaj, Wei Zhong

arxiv:2405.20314 v2 · 2024-05-30 · 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{54L5LGSPBWM37OY3H4A6VLM2DD}

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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

Accelerating Large Language Model Reasoning via Speculative Search

Receipt and verification

First computed	2026-07-05T08:25:55.233292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef17d59a4f0d99bfbb1b3f01eaad9a18e1bf9ad8e6d5bf39fd4c8acef876c264

Aliases

arxiv: 2405.20314 · arxiv_version: 2405.20314v2 · doi: 10.48550/arxiv.2405.20314 · pith_short_12: 54L5LGSPBWM3 · pith_short_16: 54L5LGSPBWM37OY3 · pith_short_8: 54L5LGSP

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/54L5LGSPBWM37OY3H4A6VLM2DD \
  | 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: ef17d59a4f0d99bfbb1b3f01eaad9a18e1bf9ad8e6d5bf39fd4c8acef876c264

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e37bf6a845c5506a33aef0dd88a47ed23c2fd592adf3f295b45ea84e0e8620d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-05-30T17:54:35Z",
    "title_canon_sha256": "f805bbbfb0a6fccd5405cd7b9f3d02fd68fec005a002c3d069ec61195c221a68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20314",
    "kind": "arxiv",
    "version": 2
  }
}