Pith Number

pith:ENBESPZ4

pith:2023:ENBESPZ4EMWAFUDTY45RWOHJLA

not attested not anchored not stored refs pending

AdapterSoup: Weight Averaging to Improve Generalization of Pretrained Language Models

Alexander Fraser, Alexandra Chronopoulou, Jesse Dodge, Matthew E. Peters

arxiv:2302.07027 v3 · 2023-02-14 · 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{ENBESPZ4EMWAFUDTY45RWOHJLA}

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

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T05:55:19.143982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2342493f3c232c02d073c73b1b38e95802db1419f7d30a24301f03d760b67f3d

Aliases

arxiv: 2302.07027 · arxiv_version: 2302.07027v3 · doi: 10.48550/arxiv.2302.07027 · pith_short_12: ENBESPZ4EMWA · pith_short_16: ENBESPZ4EMWAFUDT · pith_short_8: ENBESPZ4

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/ENBESPZ4EMWAFUDTY45RWOHJLA \
  | 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: 2342493f3c232c02d073c73b1b38e95802db1419f7d30a24301f03d760b67f3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cbb1bebd48292aed3b249a9e49838bbfc1ab22537bb55e8500ab491dfa1368b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-14T13:09:23Z",
    "title_canon_sha256": "8536b8b4e9974fc403e8873b9cc5de2f9e42fc813e0ef2649919ddf9b6343a41"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.07027",
    "kind": "arxiv",
    "version": 3
  }
}