Pith Number

pith:DNT325EH

pith:2025:DNT325EH5RXT7FCQB42EYV2MX4

not attested not anchored not stored refs pending

When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers

Hongkang Li, Meng Wang, Pin-Yu Chen, Shuai Zhang, Sijia Liu, Yihua Zhang

arxiv:2504.10957 v3 · 2025-04-15 · 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{DNT325EH5RXT7FCQB42EYV2MX4}

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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

2 papers in Pith

Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning

On the Blessing of Pre-training in Weak-to-Strong Generalization

Receipt and verification

First computed	2026-07-05T11:09:11.451646Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b67bd7487ec6f3f94500f344c574cbf149b6e1d768a5e594a06637c4ab24457

Aliases

arxiv: 2504.10957 · arxiv_version: 2504.10957v3 · doi: 10.48550/arxiv.2504.10957 · pith_short_12: DNT325EH5RXT · pith_short_16: DNT325EH5RXT7FCQ · pith_short_8: DNT325EH

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/DNT325EH5RXT7FCQB42EYV2MX4 \
  | 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: 1b67bd7487ec6f3f94500f344c574cbf149b6e1d768a5e594a06637c4ab24457

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e95406206b98f75dc7282881f024cc7cfe168e55f815fd6540c365decfe3522d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-15T08:04:39Z",
    "title_canon_sha256": "c676b1e9e54d86bcdd24f44ae5f3801bc6a2a5ef6d11b7261d312a59483b47fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10957",
    "kind": "arxiv",
    "version": 3
  }
}