Pith Number

pith:LDZRMOBQ

pith:2023:LDZRMOBQW5J7S67WOITWOV6WGT

not attested not anchored not stored refs pending

MerA: Merging Pretrained Adapters For Few-Shot Learning

Dacheng Tao, Liang Ding, Li Shen, Run-Ze Fan, Shwai He, Tianyi Zhou

arxiv:2308.15982 v1 · 2023-08-30 · 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{LDZRMOBQW5J7S67WOITWOV6WGT}

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

2 papers in Pith

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

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

Receipt and verification

First computed	2026-07-05T06:46:16.399442Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58f3163830b753f97bf672276757d634fb250635d566fdb310e76d0c60e8d6d8

Aliases

arxiv: 2308.15982 · arxiv_version: 2308.15982v1 · doi: 10.48550/arxiv.2308.15982 · pith_short_12: LDZRMOBQW5J7 · pith_short_16: LDZRMOBQW5J7S67W · pith_short_8: LDZRMOBQ

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/LDZRMOBQW5J7S67WOITWOV6WGT \
  | 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: 58f3163830b753f97bf672276757d634fb250635d566fdb310e76d0c60e8d6d8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b8fc4f560d4f12a9696f27ae001c4d7c5361306a50599e1b80b491799185233",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-30T12:10:17Z",
    "title_canon_sha256": "76783f5dc40df4b2c254fb3be42e69f46b0392f00cd7b65a23963db168ed2caf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.15982",
    "kind": "arxiv",
    "version": 1
  }
}