pith. sign in
Pith Number

pith:5N6NBPYH

pith:2026:5N6NBPYHY5YATAYSRWIBC4YPBF
not attested not anchored not stored refs pending

Depth-Attention: Cross-Layer Value Mixing for Language Models

Boyi Zeng, Feichen Song, He Li, Shixiang Song, Xinbing Wang, Yifan Liu, Yiqin Hao, Zhouhan Lin, Zitong Wang, Ziwei He

arxiv:2606.05014 v1 · 2026-06-03 · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5N6NBPYHY5YATAYSRWIBC4YPBF}

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 2026-06-04T01:10:01.812941Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

eb7cd0bf07c7700983128d9011730f0953010d20923ce2c2f733dc983f47fb30

Aliases

arxiv: 2606.05014 · arxiv_version: 2606.05014v1 · doi: 10.48550/arxiv.2606.05014 · pith_short_12: 5N6NBPYHY5YA · pith_short_16: 5N6NBPYHY5YATAYS · pith_short_8: 5N6NBPYH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5N6NBPYHY5YATAYSRWIBC4YPBF \
  | 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: eb7cd0bf07c7700983128d9011730f0953010d20923ce2c2f733dc983f47fb30
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "38a35d93b4c01c3746728b3768a8e07a2df4364541b7e80e4256dab63964ceb5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-03T15:33:45Z",
    "title_canon_sha256": "c98481e65620869f9323280370b3092f1f9569e40fda6d0d8c25fb3625ce3f62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.05014",
    "kind": "arxiv",
    "version": 1
  }
}