Pith Number

pith:JLBJ4O62

pith:2023:JLBJ4O62UYHGRNWGP3OJVOP6TZ

not attested not anchored not stored refs pending

Measuring the Instability of Fine-Tuning

Dong Nguyen, Yupei Du

arxiv:2302.07778 v2 · 2023-02-15 · 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{JLBJ4O62UYHGRNWGP3OJVOP6TZ}

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

A gentle push funziona benissimo: making instructed models in Italian via contrastive activation steering

Receipt and verification

First computed	2026-07-05T06:55:52.223143Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ac29e3bdaa60e68b6c67edc9ab9fe9e76c82babe7e258aed6d367758734434f

Aliases

arxiv: 2302.07778 · arxiv_version: 2302.07778v2 · doi: 10.48550/arxiv.2302.07778 · pith_short_12: JLBJ4O62UYHG · pith_short_16: JLBJ4O62UYHGRNWG · pith_short_8: JLBJ4O62

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/JLBJ4O62UYHGRNWGP3OJVOP6TZ \
  | 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: 4ac29e3bdaa60e68b6c67edc9ab9fe9e76c82babe7e258aed6d367758734434f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3778c2254c6d2efc34749570f78e3f1b636257d8b71e287ffa2489e14d4b28c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-15T16:55:15Z",
    "title_canon_sha256": "b76e813b28e0fef93c9dbfd7378f51fc472f569dbf0c976009c8f6776856e7e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07778",
    "kind": "arxiv",
    "version": 2
  }
}