Pith Number

pith:Q4NY3TDS

pith:2024:Q4NY3TDSLUQV6AVHZR3V57FRXY

not attested not anchored not stored refs pending

Diversity Measurement and Subset Selection for Instruction Tuning Datasets

Matthew Stallone, Peiqi Wang, Polina Golland, Rameswar Panda, Yikang Shen, Yoon Kim, Zhen Guo

arxiv:2402.02318 v1 · 2024-02-04 · cs.LG · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Q4NY3TDSLUQV6AVHZR3V57FRXY}

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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

4 papers in Pith

InduceKV: Fixed-Footprint Continual Adaptation of Multimodal LLMs via Inducing KV Memories

DUET: Optimizing Training Data Mixtures via Feedback from Unseen Evaluation Tasks

What Makes Good Instruction-Tuning Data? An In-Context Learning Perspective

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts

Receipt and verification

First computed	2026-07-05T07:41:48.495546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

871b8dcc725d215f02a7cc775efcb1be0597a1358fd73d90f91765efaf178abb

Aliases

arxiv: 2402.02318 · arxiv_version: 2402.02318v1 · doi: 10.48550/arxiv.2402.02318 · pith_short_12: Q4NY3TDSLUQV · pith_short_16: Q4NY3TDSLUQV6AVH · pith_short_8: Q4NY3TDS

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/Q4NY3TDSLUQV6AVHZR3V57FRXY \
  | 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: 871b8dcc725d215f02a7cc775efcb1be0597a1358fd73d90f91765efaf178abb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7925fa38163c46a2f6c83af3a9f944c1161616f7130dbd3055ed8bfc86fec093",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-04T02:09:43Z",
    "title_canon_sha256": "f05b8720a7c42d7527dd928d2fb7f204615bbd6e19cf811bd07a1144f4ce0d9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.02318",
    "kind": "arxiv",
    "version": 1
  }
}