Pith Number

pith:F2LMUAZF

pith:2024:F2LMUAZFQR46WJNJVACZCHBPHH

not attested not anchored not stored refs pending

QCQA: Quality and Capacity-aware grouped Query Attention

Om Ji Omer, Prashant Laddha, Shambhavi Sinha, Sreenivas Subramoney, Vinay Joshi

arxiv:2406.10247 v1 · 2024-06-08 · 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{F2LMUAZFQR46WJNJVACZCHBPHH}

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

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models

Receipt and verification

First computed	2026-07-05T08:32:13.818361Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2e96ca03258479eb25a9a805911c2f39c1d71d2ce7fb6e4811e67b8a0401d080

Aliases

arxiv: 2406.10247 · arxiv_version: 2406.10247v1 · doi: 10.48550/arxiv.2406.10247 · pith_short_12: F2LMUAZFQR46 · pith_short_16: F2LMUAZFQR46WJNJ · pith_short_8: F2LMUAZF

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/F2LMUAZFQR46WJNJVACZCHBPHH \
  | 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: 2e96ca03258479eb25a9a805911c2f39c1d71d2ce7fb6e4811e67b8a0401d080

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75cb34289651861ef8242dc10535d68942c940cc1bc58ba103ccb849f18d8de9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-08T07:49:55Z",
    "title_canon_sha256": "fb504665258c991ae38ff70302b7d3e8ea69f9e1110c04106d4e1e73f097edc4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10247",
    "kind": "arxiv",
    "version": 1
  }
}