Pith Number

pith:G5DVEOS5

pith:2020:G5DVEOS5XCCA2X6VI4Z6Y4IHSV

not attested not anchored not stored refs pending

Fast Transformers with Clustered Attention

Angelos Katharopoulos, Apoorv Vyas, Fran\c{c}ois Fleuret

arxiv:2007.04825 v2 · 2020-07-09 · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5DVEOS5XCCA2X6VI4Z6Y4IHSV}

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	2026-07-05T01:39:14.644749Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3747523a5db8840d5fd54733ec7107957e64be7a4911bcdb168da7d5b4b0827c

Aliases

arxiv: 2007.04825 · arxiv_version: 2007.04825v2 · doi: 10.48550/arxiv.2007.04825 · pith_short_12: G5DVEOS5XCCA · pith_short_16: G5DVEOS5XCCA2X6V · pith_short_8: G5DVEOS5

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/G5DVEOS5XCCA2X6VI4Z6Y4IHSV \
  | 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: 3747523a5db8840d5fd54733ec7107957e64be7a4911bcdb168da7d5b4b0827c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96b55ffa5da3b7c470b2c5f2335f9c381b0cd2f3974fb0b7bd8e6860b1f73ba6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-09T14:17:50Z",
    "title_canon_sha256": "08e72babb7dcc1490bc1f9a6118f1c91d8dc082303ac09f87e0bcc316b86ee3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.04825",
    "kind": "arxiv",
    "version": 2
  }
}