Pith Number

pith:ESGZ4K6W

pith:2024:ESGZ4K6WYU7JYGZFADGVBOYEBF

not attested not anchored not stored refs pending

COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning

Chenghua Lin, Feiteng Fang, Ge Zhang, Haihong Wu, Hongquan Lin, Jiajun Zhang, Jie Fu, Junting Zhou, Mingshan Chang, Min Yang, Nuo Ma, Ruibin Yuan, Shiwen Ni, Tianyu Zheng, Wenhao Huang, Xincheng Zhang, Xinrun Du, Yiming Liang, Yonggang Jin, Yuelin Bai, Zekun Wang, Ziqiang Liu

arxiv:2403.18058 v2 · 2024-03-26 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ESGZ4K6WYU7JYGZFADGVBOYEBF}

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

3 papers in Pith

Scaling Synthetic Data Creation with 1,000,000,000 Personas

How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Receipt and verification

First computed	2026-07-05T09:30:11.817243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

248d9e2bd6c53e9c1b2500cd50bb0409720133e4fe657162755f30cbd196b17a

Aliases

arxiv: 2403.18058 · arxiv_version: 2403.18058v2 · doi: 10.48550/arxiv.2403.18058 · pith_short_12: ESGZ4K6WYU7J · pith_short_16: ESGZ4K6WYU7JYGZF · pith_short_8: ESGZ4K6W

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/ESGZ4K6WYU7JYGZFADGVBOYEBF \
  | 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: 248d9e2bd6c53e9c1b2500cd50bb0409720133e4fe657162755f30cbd196b17a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6938066e3b00a6cffbdb5088ee70b1915507615f2bb82a90d75445ec8f1fbf1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-26T19:24:18Z",
    "title_canon_sha256": "e1b78218a117376b2105987ddbdf34d141f0c01bda5c1b88bc73638152353004"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.18058",
    "kind": "arxiv",
    "version": 2
  }
}