Pith Number

pith:5XODL4VY

pith:2026:5XODL4VY4QFSPI3D4Z2JET7OTT

not attested not anchored not stored refs pending

YouZhi: Towards High-Concurrency Financial LLMs via Adaptive GQA-to-MLA Transition

Bin Wang, Chang Liu, Chenghan Jiang, Dong Guo, Duo Zhang, Hang Wang, Huawei LLM Team: Ruihan Long, Hu Zhao, Jiabin Li, Jiahui Zhang, Jianwei Li, Jia Yuan, Jie Ran, Jinbin Fu, Jing Hu, Jingjing Ding, Jing Zhu, Junjie Wu, Junkui Ju, Jun Xie, Kaichao Liang, Lei Cao, Linkai Hou, Man Luo, Mingxuan Yuan, Ning Huang, Pei Li, PSBC LLM Team, Rui Yuan, Rui Zhao, Sen Wang, Shixiong Kai, Shuai Zong, Shucheng Lin, Shupei Sun, Tianan Zhang, Tian Jin, Wei Sun, Wei Yu, Wenjing Xu, Wenshuang Yang, Xiaozhe Ren, Xin Jiang, Xin Wang, Xinyu Wang, Xinzhuang Niu, Xiuhong Fei, Yang Zhao, Yaozong Wu, Yibo He, Yuhang Zhang, Yulong Li, Zequn Ding, Zhangcheng Lv, Zhaohui Xu, Zhentao Tang, Zhihao Song, Zhipeng Zhang

arxiv:2606.05868 v1 · 2026-06-04 · 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{5XODL4VY4QFSPI3D4Z2JET7OTT}

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.

Receipt and verification

First computed	2026-06-05T01:15:06.351642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eddc35f2b8e40b27a363e674924fee9cea4b72d9bac657c73697fee8b60c66ef

Aliases

arxiv: 2606.05868 · arxiv_version: 2606.05868v1 · doi: 10.48550/arxiv.2606.05868 · pith_short_12: 5XODL4VY4QFS · pith_short_16: 5XODL4VY4QFSPI3D · pith_short_8: 5XODL4VY

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/5XODL4VY4QFSPI3D4Z2JET7OTT \
  | 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: eddc35f2b8e40b27a363e674924fee9cea4b72d9bac657c73697fee8b60c66ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6eb23685ba4c77b691ed2629802810d39789c6e93d4f3b82b38b942f18663a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-04T08:44:37Z",
    "title_canon_sha256": "d492c231257a036a82861995c3f917eb1157ddb5683ae232b66b606fb7fc0f3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05868",
    "kind": "arxiv",
    "version": 1
  }
}