Pith Number

pith:LHWNQN3F

pith:2026:LHWNQN3FLUULJLMEOX4ONXODSS

not attested not anchored not stored refs pending

LoKiFormer: Locality-aware Attention with Decoupled Knowledge Memory for Efficient Large Language Model Pretraining

Mingkui Tan, Qiuwu Chen, Ryan Dong, Simeng Ma, Yaofo Chen, Yifan Zhang, Ying Sun, Yuchen Li, Zeng You, Zhijie Qiu, Zimo Liu

arxiv:2608.12419 v1 · 2026-08-12 · 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{LHWNQN3FLUULJLMEOX4ONXODSS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-08-14T00:42:53.025970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59ecd837655d28b4ad8475f8e6ddc394aabca4a8a0ce2f020acc61a96266dc8b

Aliases

arxiv: 2608.12419 · arxiv_version: 2608.12419v1 · doi: 10.48550/arxiv.2608.12419 · pith_short_12: LHWNQN3FLUUL · pith_short_16: LHWNQN3FLUULJLME · pith_short_8: LHWNQN3F

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/LHWNQN3FLUULJLMEOX4ONXODSS \
  | 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: 59ecd837655d28b4ad8475f8e6ddc394aabca4a8a0ce2f020acc61a96266dc8b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c691f6960b56680b646c38212262af38bae1508c67390b8b09fdab54670cd0df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-12T07:45:11Z",
    "title_canon_sha256": "897b757639f6f422d50e38b1f6850e6678c87a95cc9b0833b55201a19304ec85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12419",
    "kind": "arxiv",
    "version": 1
  }
}