Pith Number

pith:IF3DBONC

pith:2024:IF3DBONCMRZXTODLVSIKZGQZFK

not attested not anchored not stored refs pending

Scalable MatMul-free Language Modeling

Dustin Richmond, Ethan Sifferman, Jason K. Eshraghian, Peng Zhou, Rui-Jie Zhu, Steven Abreu, Sumit Bam Shrestha, Tyler Sheaves, Yiqiao Wang, Yu Zhang

arxiv:2406.02528 v7 · 2024-06-04 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IF3DBONCMRZXTODLVSIKZGQZFK}

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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

4 papers in Pith

BWTA: Accurate and Efficient Binarized Transformer by Algorithm-Hardware Co-design

Improving the Performance and Learning Stability of Parallelizable RNNs Designed for Ultra-Low Power Applications

On the Importance of Multistability for Horizon Generalization in Reinforcement Learning

Hands-on PDC in Undergraduate Computing Education

Receipt and verification

First computed	2026-07-05T11:43:28.290432Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

417630b9a2647379b86bac90ac9a192ab6831a91ab1c8ee790eadbc297169369

Aliases

arxiv: 2406.02528 · arxiv_version: 2406.02528v7 · doi: 10.48550/arxiv.2406.02528 · pith_short_12: IF3DBONCMRZX · pith_short_16: IF3DBONCMRZXTODL · pith_short_8: IF3DBONC

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/IF3DBONCMRZXTODLVSIKZGQZFK \
  | 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: 417630b9a2647379b86bac90ac9a192ab6831a91ab1c8ee790eadbc297169369

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d38102694977a457a49ced4f30842b94e40a416e9845afef57f13bc07d4abac",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-04T17:50:34Z",
    "title_canon_sha256": "9f8b9ce5cb0e7835779ca7f659af177224375ace2d5184683fbf6b7f9b2b9d7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02528",
    "kind": "arxiv",
    "version": 7
  }
}