Pith Number

pith:A3MDX3EZ

pith:2026:A3MDX3EZBRGYQCAML5GZWOTNLT

not attested not anchored not stored refs pending

MXAttention: Data-Free Optimal Scaling and Pre-Normalization Quantization for MXFP4 Attention

Aiyue Chen, Chenyu Zeng, Danning Ke, Fei Yi, Jianlin Yu, Jing Lin, Jinxi Li, Junsong Wang, Linghui Kong, Tianchi Hu, Wangli Lan, Weiyi Sun, Yiwu Yao, Yuan Ding, Zhuo Zheng, Ziyang Yue

arxiv:2607.24377 v1 · 2026-07-27 · cs.LG · cs.AI · 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{A3MDX3EZBRGYQCAML5GZWOTNLT}

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	2026-07-28T02:24:00.047620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

06d83bec990c4d88080c5f4d9b3a6d5cd0246a4b5f764d47e45a6b1ef2e8effc

Aliases

arxiv: 2607.24377 · arxiv_version: 2607.24377v1 · doi: 10.48550/arxiv.2607.24377 · pith_short_12: A3MDX3EZBRGY · pith_short_16: A3MDX3EZBRGYQCAM · pith_short_8: A3MDX3EZ

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/A3MDX3EZBRGYQCAML5GZWOTNLT \
  | 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: 06d83bec990c4d88080c5f4d9b3a6d5cd0246a4b5f764d47e45a6b1ef2e8effc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4f6c59cfb6b3bf48707938c721fa22fe682da8903f057563d97577c1bb499f4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-27T12:53:22Z",
    "title_canon_sha256": "af3105afa7f92ebc596057fed8613f0cd6c5ad9688357745a68f5b5e71da0cef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.24377",
    "kind": "arxiv",
    "version": 1
  }
}