Pith Number

pith:DDH2PVQM

pith:2025:DDH2PVQMJI4IXU4722ZING4MKM

not attested not anchored not stored refs pending

Round Attention: A Novel Round-Level Attention Mechanism to Accelerate LLM Inference

Fan Mo, Hua Wang, Kun Cheng, Qiheng Lv, Yaohua Tang, Zhi Chen, Zhicheng Hu

arxiv:2502.15294 v3 · 2025-02-21 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DDH2PVQMJI4IXU4722ZING4MKM}

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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.

Receipt and verification

First computed	2026-07-05T11:27:52.777012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18cfa7d60c4a388bd39fd6b2869b8c530d061b72c33d20d850007bafdd5bf9c9

Aliases

arxiv: 2502.15294 · arxiv_version: 2502.15294v3 · doi: 10.48550/arxiv.2502.15294 · pith_short_12: DDH2PVQMJI4I · pith_short_16: DDH2PVQMJI4IXU47 · pith_short_8: DDH2PVQM

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/DDH2PVQMJI4IXU4722ZING4MKM \
  | 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: 18cfa7d60c4a388bd39fd6b2869b8c530d061b72c33d20d850007bafdd5bf9c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cee816f58beacde35afee618f551e72c41877d185796e5216aad9828cb505fc0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-21T08:40:07Z",
    "title_canon_sha256": "22e5c2f975b8a53c124b2a2dbfc78380cd1227a6cb9715de601d1bec4c7d0808"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15294",
    "kind": "arxiv",
    "version": 3
  }
}