Pith Number

pith:WZYRFJ5G

pith:2024:WZYRFJ5G2XVW5FRBIL3JF3RA43

not attested not anchored not stored refs pending

SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models

Baharan Mirzasoleiman, Jeffrey N Chiang, Siddhartha Mishra, Yu Yang

arxiv:2403.07384 v2 · 2024-03-12 · cs.CL · cs.AI · 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{WZYRFJ5G2XVW5FRBIL3JF3RA43}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T09:44:49.865742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b67112a7a6d5eb6e962142f692ee20e6e8749c5218dc1b13162d8b3d6c1573fb

Aliases

arxiv: 2403.07384 · arxiv_version: 2403.07384v2 · doi: 10.48550/arxiv.2403.07384 · pith_short_12: WZYRFJ5G2XVW · pith_short_16: WZYRFJ5G2XVW5FRB · pith_short_8: WZYRFJ5G

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/WZYRFJ5G2XVW5FRBIL3JF3RA43 \
  | 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: b67112a7a6d5eb6e962142f692ee20e6e8749c5218dc1b13162d8b3d6c1573fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee8c74e34083331359e04241b823525d86a73111269251f0a12b4332dbcebc30",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-12T07:45:33Z",
    "title_canon_sha256": "1a2a426d71df32a6cda846629802277754416fc3c67d64c722f4c64d7175af8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07384",
    "kind": "arxiv",
    "version": 2
  }
}