Pith Number

pith:GF2WXYTC

pith:2024:GF2WXYTCQF7EDREO2ENNR6D3EU

not attested not anchored not stored refs pending

Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models

Alex Nguyen, Dheeraj Mekala, Jingbo Shang

arxiv:2402.10430 v1 · 2024-02-16 · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GF2WXYTCQF7EDREO2ENNR6D3EU}

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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

GRACE: A Dynamic Coreset Selection Framework for Large Language Model Optimization

Receipt and verification

First computed	2026-07-05T07:45:56.298894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31756be262817e41c48ed11ad8f87b2524e9afa5eb76aed715376c75a4337723

Aliases

arxiv: 2402.10430 · arxiv_version: 2402.10430v1 · doi: 10.48550/arxiv.2402.10430 · pith_short_12: GF2WXYTCQF7E · pith_short_16: GF2WXYTCQF7EDREO · pith_short_8: GF2WXYTC

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/GF2WXYTCQF7EDREO2ENNR6D3EU \
  | 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: 31756be262817e41c48ed11ad8f87b2524e9afa5eb76aed715376c75a4337723

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "524bceac18820ba9c8ebef90d55f53639bb32e08166b7a51c40bf6c6ece81cc1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-16T03:39:37Z",
    "title_canon_sha256": "5b778c6a27738bc0ef18bd25f8fe2084d2a393f893ffe4bb1c949b7f90955fda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10430",
    "kind": "arxiv",
    "version": 1
  }
}