Pith Number

pith:Y23POJE3

pith:2023:Y23POJE3W56UVCOWQ5CLNEEX5L

not attested not anchored not stored refs pending

PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning

Biqing Qi, Bowen Zhou, Kaiyan Zhang, Xinwei Long, Xuekai Zhu, Zhouhan Lin

arxiv:2305.13888 v2 · 2023-05-23 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y23POJE3W56UVCOWQ5CLNEEX5L}

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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

A Survey on Efficient Inference for Large Language Models

Receipt and verification

First computed	2026-07-05T07:58:20.285999Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6b6f7249bb77d4a89d68744b69097eac40db1c030ee814426c335009524696c

Aliases

arxiv: 2305.13888 · arxiv_version: 2305.13888v2 · doi: 10.48550/arxiv.2305.13888 · pith_short_12: Y23POJE3W56U · pith_short_16: Y23POJE3W56UVCOW · pith_short_8: Y23POJE3

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/Y23POJE3W56UVCOWQ5CLNEEX5L \
  | 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: c6b6f7249bb77d4a89d68744b69097eac40db1c030ee814426c335009524696c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bbbb27209f685dd5d3c10b1043ccda92222ddfcab518364b59de327e66ff997",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-23T10:11:56Z",
    "title_canon_sha256": "fea91662c190450fc2a90844ce8ffaf5327bd6af3802cbd9c4a60f4d76f57577"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13888",
    "kind": "arxiv",
    "version": 2
  }
}