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Pith Number

pith:LDWH65QD

pith:2023:LDWH65QDO3W7AJWERV23QME4BR
not attested not anchored not stored refs pending

Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance

Deng Cai, Leyang Cui, Tao Fang, Wei Bi, Xinting Huang, Yue Zhang

arxiv:2305.13225 v2 · 2023-05-22 · cs.CL

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\usepackage{pith}
\pithnumber{LDWH65QDO3W7AJWERV23QME4BR}

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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

Receipt and verification
First computed 2026-07-05T06:58:40.197139Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

58ec7f760376edf026c48d75b8309c0c51b04a2e87ed0aca930b52ae9b498654

Aliases

arxiv: 2305.13225 · arxiv_version: 2305.13225v2 · doi: 10.48550/arxiv.2305.13225 · pith_short_12: LDWH65QDO3W7 · pith_short_16: LDWH65QDO3W7AJWE · pith_short_8: LDWH65QD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LDWH65QDO3W7AJWERV23QME4BR \
  | 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: 58ec7f760376edf026c48d75b8309c0c51b04a2e87ed0aca930b52ae9b498654
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f219e6787772331e54c8e32c32a6fd3bedcb21d4ee52e7c201065180dba2f145",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-05-22T16:56:44Z",
    "title_canon_sha256": "65ff48be1d647ed3f79f938bcff4a7e2995f3d64d346daeeeb6b6043474e3d2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13225",
    "kind": "arxiv",
    "version": 2
  }
}