Pith Number

pith:67LUNMJX

pith:2024:67LUNMJXM4APRSLH4HPFPSF47X

not attested not anchored not stored refs pending

Strong Copyright Protection for Language Models via Adaptive Model Fusion

Fanny Yang, Francesco Pinto, Javier Abad, Konstantin Donhauser

arxiv:2407.20105 v1 · 2024-07-29 · cs.LG · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{67LUNMJXM4APRSLH4HPFPSF47X}

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

Merge to Mix: Mixing Datasets via Model Merging

Receipt and verification

First computed	2026-07-05T08:49:48.904208Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f7d746b1376700f8c967e1de57c8bcfdd3bb2c27f37d59a40218133d7efaf9f3

Aliases

arxiv: 2407.20105 · arxiv_version: 2407.20105v1 · doi: 10.48550/arxiv.2407.20105 · pith_short_12: 67LUNMJXM4AP · pith_short_16: 67LUNMJXM4APRSLH · pith_short_8: 67LUNMJX

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/67LUNMJXM4APRSLH4HPFPSF47X \
  | 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: f7d746b1376700f8c967e1de57c8bcfdd3bb2c27f37d59a40218133d7efaf9f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "573ebd907812e70c5e6ee91ef11350d4a7d1568811eda262cb26ec68b9c50ecf",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-29T15:32:30Z",
    "title_canon_sha256": "ef5735e5f4701062cb71ad4f91ce2711b7dc0260f5071e95066ece06549867f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.20105",
    "kind": "arxiv",
    "version": 1
  }
}