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Pith Number

pith:T54GVGDN

pith:2023:T54GVGDNXVFZ2CIBOR427YPLU6
not attested not anchored not stored refs pending

PanGu-$\pi$: Enhancing Language Model Architectures via Nonlinearity Compensation

Chao Xu, Dacheng Tao, Fangcheng Liu, Hailin Hu, Hanting Chen, Jianyuan Guo, Jun Yao, Kai Han, Qinghua Xu, Qun Liu, Sinan Zeng, Tianyu Guo, Xutao Wang, Yehui Tang, Yinchen Zhang, Ying Nie, Yunhe Wang, Yun Wang, Zheyuan Bai, Zhicheng Liu

arxiv:2312.17276 v1 · 2023-12-27 · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{T54GVGDNXVFZ2CIBOR427YPLU6}

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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 2026-07-05T07:28:48.860911Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9f786a986dbd4b9d09017479afe1eba7883f0d0d06df002f814f4bac56923daa

Aliases

arxiv: 2312.17276 · arxiv_version: 2312.17276v1 · doi: 10.48550/arxiv.2312.17276 · pith_short_12: T54GVGDNXVFZ · pith_short_16: T54GVGDNXVFZ2CIB · pith_short_8: T54GVGDN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/T54GVGDNXVFZ2CIBOR427YPLU6 \
  | 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: 9f786a986dbd4b9d09017479afe1eba7883f0d0d06df002f814f4bac56923daa
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5ac15c93579e3ab9df98da2366b63a83d6789d5f599571a8db29e06785ddf026",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-12-27T11:49:24Z",
    "title_canon_sha256": "24bd29230e8b3b9e46c7b73f74451d88742f6fe222d17804c85fda14c3d0bc49"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.17276",
    "kind": "arxiv",
    "version": 1
  }
}