Pith Number

pith:6WK2QRRY

pith:2022:6WK2QRRYMMOW4HPD64LT3UXBED

not attested not anchored not stored refs pending

FiDO: Fusion-in-Decoder optimized for stronger performance and faster inference

Fei Sha, Joshua Ainslie, Michiel de Jong, Nicholas FitzGerald, Sumit Sanghai, William Cohen, Yury Zemlyanskiy

arxiv:2212.08153 v2 · 2022-12-15 · cs.CL · cs.AI · 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{6WK2QRRYMMOW4HPD64LT3UXBED}

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

2 papers in Pith

Yi: Open Foundation Models by 01.AI

GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Receipt and verification

First computed	2026-07-05T06:17:03.418453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f595a84638631d6e1de3f7173dd2e120fc8ba27162c77f0d851f415a933ea9a2

Aliases

arxiv: 2212.08153 · arxiv_version: 2212.08153v2 · doi: 10.48550/arxiv.2212.08153 · pith_short_12: 6WK2QRRYMMOW · pith_short_16: 6WK2QRRYMMOW4HPD · pith_short_8: 6WK2QRRY

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/6WK2QRRYMMOW4HPD64LT3UXBED \
  | 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: f595a84638631d6e1de3f7173dd2e120fc8ba27162c77f0d851f415a933ea9a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f7f1d5d32eaf419fb0b0c4a80fe0a5bfac1ea3ab89f246b164ea0ea14e60fc6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-12-15T21:35:46Z",
    "title_canon_sha256": "c6bbfa0c2ff64555cfcc81103639dde7ef7f48874f8fe6b0c0f2086d5fa23cad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08153",
    "kind": "arxiv",
    "version": 2
  }
}