Pith Number

pith:PZD5BABZ

pith:2024:PZD5BABZ2FQB6WUFEGMJAAWC6L

not attested not anchored not stored refs pending

Weight decay induces low-rank attention layers

Johannes von Oswald, Seijin Kobayashi, Yassir Akram

arxiv:2410.23819 v1 · 2024-10-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PZD5BABZ2FQB6WUFEGMJAAWC6L}

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.

Cited by

1 paper in Pith

Reversible Foundations: Training a 120B Sparse MoE through State-Preserving Scaling

Receipt and verification

First computed	2026-07-05T09:29:05.711599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e47d08039d1601f5a8521989002c2f2ff4bdaba37bc3421f6c5c0c5e4ceba13

Aliases

arxiv: 2410.23819 · arxiv_version: 2410.23819v1 · doi: 10.48550/arxiv.2410.23819 · pith_short_12: PZD5BABZ2FQB · pith_short_16: PZD5BABZ2FQB6WUF · pith_short_8: PZD5BABZ

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/PZD5BABZ2FQB6WUFEGMJAAWC6L \
  | 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: 7e47d08039d1601f5a8521989002c2f2ff4bdaba37bc3421f6c5c0c5e4ceba13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f2c56043b7a72398bb5de25acfcbd7f074e46460e395746b10abdf62a82c2d1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-31T11:04:07Z",
    "title_canon_sha256": "6505807be5b6fd450bd7159ddfa7f86b43cbae20f4efedbfda389b9798ccf7a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23819",
    "kind": "arxiv",
    "version": 1
  }
}