Pith Number

pith:QYMW4CDQ

pith:2025:QYMW4CDQCLN2RONLGZSXVPJ6JQ

not attested not anchored not stored refs pending

A Short Survey on Small Reasoning Models: Training, Inference, Applications and Research Directions

Chengyu Wang, Jun Huang, Richang Hong, Taolin Zhang

arxiv:2504.09100 v1 · 2025-04-12 · cs.AI · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QYMW4CDQCLN2RONLGZSXVPJ6JQ}

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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

Even Small Reasoners Should Quote Their Sources: Introducing the Pleias-RAG Model Family

Receipt and verification

First computed	2026-07-05T10:48:04.247538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86196e087012dba8b9ab36657abd3e4c12fac6b876db6a9b174213c9ee863c12

Aliases

arxiv: 2504.09100 · arxiv_version: 2504.09100v1 · doi: 10.48550/arxiv.2504.09100 · pith_short_12: QYMW4CDQCLN2 · pith_short_16: QYMW4CDQCLN2RONL · pith_short_8: QYMW4CDQ

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/QYMW4CDQCLN2RONLGZSXVPJ6JQ \
  | 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: 86196e087012dba8b9ab36657abd3e4c12fac6b876db6a9b174213c9ee863c12

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d4354db7d5dc4b4c46e052e539ac6bcc208ed10b954b9f6ae7eb61b5a533a8a",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-12T06:45:57Z",
    "title_canon_sha256": "9959aba57bee3fc5c76e9fd049e3596217a0dfe56d719ef3a22f5814f1c5e994"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09100",
    "kind": "arxiv",
    "version": 1
  }
}