Pith Number

pith:POXFCKP4

pith:2023:POXFCKP4TR7IOA6MILVBT5E3DL

not attested not anchored not stored refs pending

How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Chang Zhou, Chengpeng Li, Dayiheng Liu, Guanting Dong, Hongyi Yuan, Jingren Zhou, Keming Lu, Mingfeng Xue, Wei Wang, Zheng Yuan

arxiv:2310.05492 v4 · 2023-10-09 · cs.CL · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{POXFCKP4TR7IOA6MILVBT5E3DL}

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

12 papers in Pith

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Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model

When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models

ORPO: Monolithic Preference Optimization without Reference Model

Receipt and verification

First computed	2026-07-05T08:28:34.156336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7bae5129fc9c7e8703cc42ea19f49b1ac75b80ab4312b207dea607f631759975

Aliases

arxiv: 2310.05492 · arxiv_version: 2310.05492v4 · doi: 10.48550/arxiv.2310.05492 · pith_short_12: POXFCKP4TR7I · pith_short_16: POXFCKP4TR7IOA6M · pith_short_8: POXFCKP4

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/POXFCKP4TR7IOA6MILVBT5E3DL \
  | 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: 7bae5129fc9c7e8703cc42ea19f49b1ac75b80ab4312b207dea607f631759975

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57efea4453f8f163dba40b6902450e8cc1e9488e0f28af0179fad410ea5b457f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-09T07:56:16Z",
    "title_canon_sha256": "0fb75604f26716dd0c8fbe6a1c7437afc6a39260c08a54be57719d8de0f63052"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05492",
    "kind": "arxiv",
    "version": 4
  }
}