Pith Number

pith:ENTSYT6W

pith:2024:ENTSYT6WTBYWL65J2P4GOVRD6W

not attested not anchored not stored refs pending

A Unified View of Delta Parameter Editing in Post-Trained Large-Scale Models

Bowen Yu, Hongyu Lin, Keming Lu, Le Sun, Le Yu, Qiaoyu Tang, Xianpei Han, Yaojie Lu

arxiv:2410.13841 v1 · 2024-10-17 · cs.LG · 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{ENTSYT6WTBYWL65J2P4GOVRD6W}

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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

1 paper in Pith

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Receipt and verification

First computed	2026-07-05T09:22:06.405264Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23672c4fd6987165fba9d3f8675623f582822b6b7de83437d51cc402807008ba

Aliases

arxiv: 2410.13841 · arxiv_version: 2410.13841v1 · doi: 10.48550/arxiv.2410.13841 · pith_short_12: ENTSYT6WTBYW · pith_short_16: ENTSYT6WTBYWL65J · pith_short_8: ENTSYT6W

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/ENTSYT6WTBYWL65J2P4GOVRD6W \
  | 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: 23672c4fd6987165fba9d3f8675623f582822b6b7de83437d51cc402807008ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "691e9152c06d50d1e823cf29fedd0a8d36bef42d6a71c2602eac91450bf7abb2",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-17T17:56:53Z",
    "title_canon_sha256": "dba3c23666ef5836153ad9a5956149419334fef74578db9210d560e4823ea76c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.13841",
    "kind": "arxiv",
    "version": 1
  }
}