Pith Number

pith:PEYCWU4U

pith:2024:PEYCWU4UIY62X2B54OQZCB2U64

not attested not anchored not stored refs pending

Task Prompt Vectors: Effective Initialization through Multi-Task Soft-Prompt Transfer

Ivan Srba, Maria Bielikova, Robert Belanec, Simon Ostermann

arxiv:2408.01119 v4 · 2024-08-02 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PEYCWU4UIY62X2B54OQZCB2U64}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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

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

Receipt and verification

First computed	2026-05-18T03:10:12.989855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

79302b5394463dabe83de3a1910754f72c26f461f8425806269356e6c0d127c3

Aliases

arxiv: 2408.01119 · arxiv_version: 2408.01119v4 · doi: 10.48550/arxiv.2408.01119 · pith_short_12: PEYCWU4UIY62 · pith_short_16: PEYCWU4UIY62X2B5 · pith_short_8: PEYCWU4U

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/PEYCWU4UIY62X2B54OQZCB2U64 \
  | 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: 79302b5394463dabe83de3a1910754f72c26f461f8425806269356e6c0d127c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c088bae37bf9563031668dd7299709558a8ca234b6f7593b5d13484ccbc4b3c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-02T09:00:03Z",
    "title_canon_sha256": "579246b4421dfd4b9f3df20c2a70651ec7e7b8a56038586e772998499670329b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01119",
    "kind": "arxiv",
    "version": 4
  }
}