Pith Number

pith:65TGQBRZ

pith:2023:65TGQBRZONQT7GG5OESB7FI7SD

not attested not anchored not stored refs pending

Simple Hardware-Efficient Long Convolutions for Sequence Modeling

Armin W. Thomas, Atri Rudra, Christopher R\'e, Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Michael Zhang, Tri Dao

arxiv:2302.06646 v1 · 2023-02-13 · cs.LG

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\usepackage{pith}
\pithnumber{65TGQBRZONQT7GG5OESB7FI7SD}

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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

3 papers in Pith

RoVE: Rotary Value Embeddings Attention for Relative Position-dependent Value Pathways

Towards Understanding Self-Pretraining for Sequence Classification

Gated Linear Attention Transformers with Hardware-Efficient Training

Receipt and verification

First computed	2026-07-05T05:41:42.335367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f76668063973613f98dd71241f951f90d344246c6c43a109eb9a4bb5472a4f13

Aliases

arxiv: 2302.06646 · arxiv_version: 2302.06646v1 · doi: 10.48550/arxiv.2302.06646 · pith_short_12: 65TGQBRZONQT · pith_short_16: 65TGQBRZONQT7GG5 · pith_short_8: 65TGQBRZ

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/65TGQBRZONQT7GG5OESB7FI7SD \
  | 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: f76668063973613f98dd71241f951f90d344246c6c43a109eb9a4bb5472a4f13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02c86548b6e8f5c56e18dfc0dbebe9a93b62334b3a1434aa0b0b904e772b8230",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-13T19:19:23Z",
    "title_canon_sha256": "133ab6398ed266797acf2ab87b4f2cc864e6c1d2ee2cbbed06e8aaaabaa94af9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.06646",
    "kind": "arxiv",
    "version": 1
  }
}