Pith Number

pith:FJVH26K5

pith:2023:FJVH26K5YPXG4DDS6B7C7XHTT5

not attested not anchored not stored refs pending

A Comparative Study between Full-Parameter and LoRA-based Fine-Tuning on Chinese Instruction Data for Instruction Following Large Language Model

Baochang Ma, Xiangang Li, Xianghui Sun, Yunjie Ji

arxiv:2304.08109 v2 · 2023-04-17 · cs.CL

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\usepackage{pith}
\pithnumber{FJVH26K5YPXG4DDS6B7C7XHTT5}

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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

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First computed	2026-07-05T06:02:10.321981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a6a7d795dc3ee6e0c72f07e2fdcf39f6fa5663abb8c4da78be5422504112a8a

Aliases

arxiv: 2304.08109 · arxiv_version: 2304.08109v2 · doi: 10.48550/arxiv.2304.08109 · pith_short_12: FJVH26K5YPXG · pith_short_16: FJVH26K5YPXG4DDS · pith_short_8: FJVH26K5

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/FJVH26K5YPXG4DDS6B7C7XHTT5 \
  | 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: 2a6a7d795dc3ee6e0c72f07e2fdcf39f6fa5663abb8c4da78be5422504112a8a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a8bc057cf75609053920a71616f5a72537020a38c02d08ab20671942e101f86",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-17T09:36:36Z",
    "title_canon_sha256": "a9729a9363050c39b705ace8e6223fc2dc49bccc5dfe0a5dec65ec4ce5d99bec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.08109",
    "kind": "arxiv",
    "version": 2
  }
}