Pith Number

pith:C3VURN3K

pith:2023:C3VURN3KYQYV4RIHPY7GQOPNJS

not attested not anchored not stored refs pending

Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning

Benfeng Xu, Chang Zhou, Junyang Lin, Keming Lu, Qi Su, Shengguang Wu

arxiv:2311.08182 v1 · 2023-11-14 · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C3VURN3KYQYV4RIHPY7GQOPNJS}

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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

5 papers in Pith

HARP: Efficient Data Selection for Finetuning Large Language Models

Large Language Model Agent: A Survey on Methodology, Applications and Challenges

SynAE: A Framework for Measuring the Quality of Synthetic Data for Tool-Calling Agent Evaluations

Difficulty-Based Preference Data Selection by DPO Implicit Reward Gap

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

Receipt and verification

First computed	2026-07-05T07:12:41.336060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

16eb48b76ac4315e45077e3e6839ed4ca46222bcd3dec54a052354650ba086ca

Aliases

arxiv: 2311.08182 · arxiv_version: 2311.08182v1 · doi: 10.48550/arxiv.2311.08182 · pith_short_12: C3VURN3KYQYV · pith_short_16: C3VURN3KYQYV4RIH · pith_short_8: C3VURN3K

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/C3VURN3KYQYV4RIHPY7GQOPNJS \
  | 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: 16eb48b76ac4315e45077e3e6839ed4ca46222bcd3dec54a052354650ba086ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67a8a4895d635cd50d72a252a2a7106fc587fcace830e2ac555ea4a44ee634b9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-14T14:10:40Z",
    "title_canon_sha256": "ee25c20575b1cf36e0a6c78d4fd41d4d69d0ae1d85e06f085364bccf42c8cdaa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.08182",
    "kind": "arxiv",
    "version": 1
  }
}