Pith Number

pith:SFZJRUGB

pith:2024:SFZJRUGBV3ZB4ZUYVGKOB6C5YK

not attested not anchored not stored refs pending

Investigating Public Fine-Tuning Datasets: A Complex Review of Current Practices from a Construction Perspective

Fukai Shang, Runyuan Ma, Wei Li

arxiv:2407.08475 v1 · 2024-07-11 · 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{SFZJRUGBV3ZB4ZUYVGKOB6C5YK}

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

MoKA: Mixture of Kronecker Adapters

Receipt and verification

First computed	2026-07-05T08:42:48.878962Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

917298d0c1aef21e6698a994e0f85dc281f9993a957c990bd1a71090403ad3f4

Aliases

arxiv: 2407.08475 · arxiv_version: 2407.08475v1 · doi: 10.48550/arxiv.2407.08475 · pith_short_12: SFZJRUGBV3ZB · pith_short_16: SFZJRUGBV3ZB4ZUY · pith_short_8: SFZJRUGB

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/SFZJRUGBV3ZB4ZUYVGKOB6C5YK \
  | 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: 917298d0c1aef21e6698a994e0f85dc281f9993a957c990bd1a71090403ad3f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8fedbbd3e2916cd7f3685283cbfc4c63bc8906257f60f8f8d46502988214385f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-11T13:11:16Z",
    "title_canon_sha256": "b233243e2de5dc2991ec9438ce9f112586a3c5e561db6e5d0be9bcab4c7b6a51"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.08475",
    "kind": "arxiv",
    "version": 1
  }
}