Pith Number

pith:K62GKY6K

pith:2023:K62GKY6K4IYKIFQNPBUZA3VLGZ

not attested not anchored not stored refs pending

Transformer-VQ: Linear-Time Transformers via Vector Quantization

Lucas D. Lingle

arxiv:2309.16354 v2 · 2023-09-28 · cs.LG · 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{K62GKY6K4IYKIFQNPBUZA3VLGZ}

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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

Enhancing Layer Interaction Using Key-Correlated Layer Attention

Gated Linear Attention Transformers with Hardware-Efficient Training

Receipt and verification

First computed	2026-07-05T07:48:48.403001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

57b46563cae230a4160d7869906eab364432bd1d2a16af6e3da869b5a0bfbfd6

Aliases

arxiv: 2309.16354 · arxiv_version: 2309.16354v2 · doi: 10.48550/arxiv.2309.16354 · pith_short_12: K62GKY6K4IYK · pith_short_16: K62GKY6K4IYKIFQN · pith_short_8: K62GKY6K

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/K62GKY6K4IYKIFQNPBUZA3VLGZ \
  | 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: 57b46563cae230a4160d7869906eab364432bd1d2a16af6e3da869b5a0bfbfd6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e290c8228dce4a2eb84ec9e18c15140eac7a45079cbf2665bb66759d4055be93",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-28T11:26:52Z",
    "title_canon_sha256": "a8d70092b78c29ca6b0ed3cf62d981fe486a468abe3fdc262bacab2483b9de9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.16354",
    "kind": "arxiv",
    "version": 2
  }
}