Pith Number

pith:YGOEO3DG

pith:2025:YGOEO3DG74YUIAF64WIPOORZ3K

not attested not anchored not stored refs pending

Sliding Window Attention Training for Efficient Large Language Models

Derong Xu, Tong Xu, Wentao Song, Xiangyu Zhao, Xian Wu, Xuetao Wei, Yefeng Zheng, Yejing Wang, Yingying Zhang, Zichuan Fu

arxiv:2502.18845 v2 · 2025-02-26 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YGOEO3DG74YUIAF64WIPOORZ3K}

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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

10 papers in Pith

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HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression

A Survey of Scaling in Large Language Model Reasoning

IAFormer: Interaction-Aware Transformer network for collider data analysis

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs

Receipt and verification

First computed	2026-07-05T11:15:43.490723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c19c476c66ff314400bee590f73a39da902d5e9b2a7fdc726c432d5fb7fa77ff

Aliases

arxiv: 2502.18845 · arxiv_version: 2502.18845v2 · doi: 10.48550/arxiv.2502.18845 · pith_short_12: YGOEO3DG74YU · pith_short_16: YGOEO3DG74YUIAF6 · pith_short_8: YGOEO3DG

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/YGOEO3DG74YUIAF64WIPOORZ3K \
  | 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: c19c476c66ff314400bee590f73a39da902d5e9b2a7fdc726c432d5fb7fa77ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6315d7da929349cbaf37c1fad1aea396e2780697f10886061ea4bde795533b24",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-26T05:31:44Z",
    "title_canon_sha256": "78bbc3704c590d559fbc3ae58369b00628c30ab86af36e57ae4a75b091109504"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.18845",
    "kind": "arxiv",
    "version": 2
  }
}