Pith Number

pith:CB6DAHZX

pith:2023:CB6DAHZXGCK7SX27N46X4JIWQX

not attested not anchored not stored refs pending

TransNormerLLM: A Faster and Better Large Language Model with Improved TransNormer

Baohong Lv, Dong Li, Weigao Sun, Weixuan Sun, Xiaodong Han, Xiao Luo, Xuyang Shen, Yiran Zhong, Yunshen Wei, Yu Qiao, Zhen Qin

arxiv:2307.14995 v2 · 2023-07-27 · 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{CB6DAHZXGCK7SX27N46X4JIWQX}

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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

6 papers in Pith

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Lizard: An Efficient Linearization Framework for Large Language Models

Higher-order Linear Attention

Gated Linear Attention Transformers with Hardware-Efficient Training

Kimi Linear: An Expressive, Efficient Attention Architecture

Receipt and verification

First computed	2026-07-05T07:35:19.950262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

107c301f373095f95f5f6f3d7e251685c2437c74162d375be22d751f8f38e63d

Aliases

arxiv: 2307.14995 · arxiv_version: 2307.14995v2 · doi: 10.48550/arxiv.2307.14995 · pith_short_12: CB6DAHZXGCK7 · pith_short_16: CB6DAHZXGCK7SX27 · pith_short_8: CB6DAHZX

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/CB6DAHZXGCK7SX27N46X4JIWQX \
  | 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: 107c301f373095f95f5f6f3d7e251685c2437c74162d375be22d751f8f38e63d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7a063a2e744479fbd7f03a5450412a950689324fa716dd339929623b24a8e68",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-07-27T16:45:33Z",
    "title_canon_sha256": "17581c64c128bdfa37c2ad76c30a5546dbda757aee8e83d9ad556ccedd1b0ce9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14995",
    "kind": "arxiv",
    "version": 2
  }
}