Pith Number

pith:ATUAXOPX

pith:2023:ATUAXOPXSBIMLSQMDEDFHHR2QG

not attested not anchored not stored refs pending

GQKVA: Efficient Pre-training of Transformers by Grouping Queries, Keys, and Values

Austin Wen, Farnoosh Javadi, Foozhan Ataiefard, Habib Hajimolahoseini, Kangling Liu, Mohammad Hassanpour, Omar Mohamed Awad, Saina Asani, Walid Ahmed, Yang Liu

arxiv:2311.03426 v2 · 2023-11-06 · cs.LG · cs.AI · cs.CL · 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{ATUAXOPXSBIMLSQMDEDFHHR2QG}

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.

Cited by

1 paper in Pith

ConSA: Controllable Sparsity in Hybrid Attention via Learnable Allocation

Receipt and verification

First computed	2026-07-05T11:08:55.527549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04e80bb9f79050c5ca0c1906539e3a8184d0f75d278bcff9ed55f6b034011d3f

Aliases

arxiv: 2311.03426 · arxiv_version: 2311.03426v2 · doi: 10.48550/arxiv.2311.03426 · pith_short_12: ATUAXOPXSBIM · pith_short_16: ATUAXOPXSBIMLSQM · pith_short_8: ATUAXOPX

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/ATUAXOPXSBIMLSQMDEDFHHR2QG \
  | 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: 04e80bb9f79050c5ca0c1906539e3a8184d0f75d278bcff9ed55f6b034011d3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a796ec1e822c3aac8046c4eaff3b14e75d03ef94877bad1f1a738a4ff3a0c539",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-06T17:29:24Z",
    "title_canon_sha256": "1cb3825bb60f8bac31bd685e24bca3bb91e525c5d13739c660bce4a8991fc3ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.03426",
    "kind": "arxiv",
    "version": 2
  }
}