Pith Number

pith:5GULZ3RT

pith:2025:5GULZ3RTW7W3IQ5S53XNNY3NDC

not attested not anchored not stored refs pending

A Systematic Analysis of Hybrid Linear Attention

Dustin Wang, Ge Zhang, Jason Eshraghian, Jibin Wu, Rui-Jie Zhu, Steven Abreu, Taylor Kergan, Wenhao Huang, Yong Shan, Yuhong Chou, Yuqi Pan, Zheng Li

arxiv:2507.06457 v2 · 2025-07-08 · 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{5GULZ3RTW7W3IQ5S53XNNY3NDC}

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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

8 papers in Pith

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

Morphing into Hybrid Attention Models

Short window attention enables long-term memorization

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights

Long-Context Aware Upcycling: A New Frontier for Hybrid LLM Scaling

Receipt and verification

First computed	2026-06-25T00:18:11.346922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e9a8bcee33b7edb443b2eeeed6e36d189a3d5bc395639e5259109f989c9fedf4

Aliases

arxiv: 2507.06457 · arxiv_version: 2507.06457v2 · doi: 10.48550/arxiv.2507.06457 · pith_short_12: 5GULZ3RTW7W3 · pith_short_16: 5GULZ3RTW7W3IQ5S · pith_short_8: 5GULZ3RT

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/5GULZ3RTW7W3IQ5S53XNNY3NDC \
  | 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: e9a8bcee33b7edb443b2eeeed6e36d189a3d5bc395639e5259109f989c9fedf4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c46ad06cd2589feba05243831bd15fce537c4a973546bda83f807fdb6b9d34cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T23:54:11Z",
    "title_canon_sha256": "09cc57158b8c4a8eec11d2e62edb0370fd431b47251dd7811d6346b7d488ed93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06457",
    "kind": "arxiv",
    "version": 2
  }
}