Pith Number

pith:6U357Z4A

pith:2024:6U357Z4A3V6JQTLVQOBPZ7X5MT

not attested not anchored not stored refs pending

SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning

Ang Li, Guoheng Sun, Hongyi Wang, Yexiao He, Yongkai Wu, Yucong Dai, Zheyu Shen, Ziyao Wang

arxiv:2405.00705 v2 · 2024-04-23 · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6U357Z4A3V6JQTLVQOBPZ7X5MT}

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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	2026-07-05T09:28:11.906689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f537dfe780dd7c984d758382fcfefd64ed308e6a0e0807d1a94396cfb6e9bc19

Aliases

arxiv: 2405.00705 · arxiv_version: 2405.00705v2 · doi: 10.48550/arxiv.2405.00705 · pith_short_12: 6U357Z4A3V6J · pith_short_16: 6U357Z4A3V6JQTLV · pith_short_8: 6U357Z4A

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/6U357Z4A3V6JQTLVQOBPZ7X5MT \
  | 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: f537dfe780dd7c984d758382fcfefd64ed308e6a0e0807d1a94396cfb6e9bc19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4f066d877440a3cc6d83a8033785ceab3f323bc3c1be5141303d25cb78cfe3c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-23T04:56:48Z",
    "title_canon_sha256": "3f4ad844dd2cd0d1267c219acdf78eac1af72bb4c06cb732ec573f58fcccdb5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.00705",
    "kind": "arxiv",
    "version": 2
  }
}