Pith Number

pith:DW2ADTY3

pith:2025:DW2ADTY3O7M4CCHBNCAVDSBCVO

not attested not anchored not stored refs pending

Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

Daizong Liu, Disen Lan, Guoqi Li, Jiaxi Hu, Jusen Du, Kexin Wang, Tong Zhu, Weigao Sun, Wenliang Chen, Xiaoye Qu, Xiaoyu Mo, Yu Cheng, Yucheng Zhou, Yuxuan Liang, Yu Zhang

arxiv:2508.09834 v1 · 2025-08-13 · cs.CL · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DW2ADTY3O7M4CCHBNCAVDSBCVO}

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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

7 papers in Pith

Morphing into Hybrid Attention Models

PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding

Hybrid Architectures for Language Models: Systematic Analysis and Design Insights

On the Reasoning Abilities of Masked Diffusion Language Models

Kimi Linear: An Expressive, Efficient Attention Architecture

Receipt and verification

First computed	2026-07-05T11:53:22.681147Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1db401cf1b77d9c108e1688151c822abb1ab6d33ef561690d21d1c658e5989db

Aliases

arxiv: 2508.09834 · arxiv_version: 2508.09834v1 · doi: 10.48550/arxiv.2508.09834 · pith_short_12: DW2ADTY3O7M4 · pith_short_16: DW2ADTY3O7M4CCHB · pith_short_8: DW2ADTY3

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/DW2ADTY3O7M4CCHBNCAVDSBCVO \
  | 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: 1db401cf1b77d9c108e1688151c822abb1ab6d33ef561690d21d1c658e5989db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c87511f9085032fa4d97f8f8cf46cd7abca8ad90c1ec41657e0d571d311d4fc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-13T14:13:46Z",
    "title_canon_sha256": "7d18bb92ef2278039e8bfa6846791cb1b21b4a5788a0417c68ec13c27ff1a6bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.09834",
    "kind": "arxiv",
    "version": 1
  }
}