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Pith Number

pith:TOUIXTXQ

pith:2025:TOUIXTXQEBH7NZR4ZNA7VJ3YIK
not attested not anchored not stored refs pending

Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale

Ali Taghibakhshi, Amy X. Lu, Anton Vorontsov, Brandon Yang, Brian L. Hie, Christopher R\'e, Dave P. Burke, David W. Romero, Eric Nguyen, Garyk Brixi, Greg Brockman, Jerome Ku, Michael Poli, Patrick D. Hsu, Stefano Ermon, Stefano Massaroli

arxiv:2503.01868 v1 · 2025-02-25 · cs.LG · cs.AI · cs.CL · cs.DC

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\usepackage{pith}
\pithnumber{TOUIXTXQEBH7NZR4ZNA7VJ3YIK}

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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

Receipt and verification
First computed 2026-07-05T10:24:03.912910Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9ba88bcef0204ff6e63ccb41faa77842b39d24a944a2782448f33284d7c1b46c

Aliases

arxiv: 2503.01868 · arxiv_version: 2503.01868v1 · doi: 10.48550/arxiv.2503.01868 · pith_short_12: TOUIXTXQEBH7 · pith_short_16: TOUIXTXQEBH7NZR4 · pith_short_8: TOUIXTXQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TOUIXTXQEBH7NZR4ZNA7VJ3YIK \
  | 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: 9ba88bcef0204ff6e63ccb41faa77842b39d24a944a2782448f33284d7c1b46c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c175bef272d4969fb07813f99364d25f7d02bf1d47dd84d21e2c92bb60fa7eb0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-25T19:47:20Z",
    "title_canon_sha256": "84627563fd998963b7d5fa7532a475118fc05eb4e60601710f11e7fd01e3aeef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01868",
    "kind": "arxiv",
    "version": 1
  }
}