Pith Number

pith:SRSG2J5G

pith:2023:SRSG2J5G4U5Z7DGEZQ2UEYLZLN

not attested not anchored not stored refs pending

PaSS: Parallel Speculative Sampling

Armand Joulin, Edouard Grave, Giovanni Monea

arxiv:2311.13581 v1 · 2023-11-22 · 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{SRSG2J5G4U5Z7DGEZQ2UEYLZLN}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Small Language Models (SLMs) Can Still Pack a Punch: A survey (updated 2026)

A Survey on Efficient Inference for Large Language Models

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty

Continuous Latent Diffusion Language Model

Receipt and verification

First computed	2026-07-05T07:15:40.396888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94646d27a6e53b9f8cc4cc354261795b6ae2b544240a45297c20fa67f126efa2

Aliases

arxiv: 2311.13581 · arxiv_version: 2311.13581v1 · doi: 10.48550/arxiv.2311.13581 · pith_short_12: SRSG2J5G4U5Z · pith_short_16: SRSG2J5G4U5Z7DGE · pith_short_8: SRSG2J5G

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/SRSG2J5G4U5Z7DGEZQ2UEYLZLN \
  | 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: 94646d27a6e53b9f8cc4cc354261795b6ae2b544240a45297c20fa67f126efa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c436546d36fad22f5c973a622d6311b2812b5a15c78d5ee283969c7b34a66743",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-22T18:37:27Z",
    "title_canon_sha256": "af4e46bbf16b2d569fd453a41a835afe6de84f0b8f1cea2726e2874e855f00f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13581",
    "kind": "arxiv",
    "version": 1
  }
}