Pith Number

pith:XBDQUDGK

pith:2025:XBDQUDGKE6KR47RI3UG7EYLVVL

not attested not anchored not stored refs pending

GradientStabilizer:Fix the Norm, Not the Gradient

Gaojie Jin, Haotian Hu, Jiaxing Shang, Ke Li, Li Shen, Lu Liu, Qingsong Wen, Shiwei Liu, Tianjin Huang, Tianlong Chen, Xiang Li, Zhangyang Wang, Zhenyu Zhang

arxiv:2502.17055 v4 · 2025-02-24 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XBDQUDGKE6KR47RI3UG7EYLVVL}

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

Memory-Efficient LLM Pretraining via Minimalist Optimizer Design

Receipt and verification

First computed	2026-05-28T01:04:06.803171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8470a0cca27951e7e28dd0df26175aac6034feb8fae57f40db8fb52ea812cbd

Aliases

arxiv: 2502.17055 · arxiv_version: 2502.17055v4 · doi: 10.48550/arxiv.2502.17055 · pith_short_12: XBDQUDGKE6KR · pith_short_16: XBDQUDGKE6KR47RI · pith_short_8: XBDQUDGK

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/XBDQUDGKE6KR47RI3UG7EYLVVL \
  | 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: b8470a0cca27951e7e28dd0df26175aac6034feb8fae57f40db8fb52ea812cbd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "186b3aaa7a3077b1b3eb3cb80f22144b6d0416aae27fa94078d77ce22876fa6d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-24T11:09:15Z",
    "title_canon_sha256": "d7bcd4765f27eaf3da1070ca9d27ffd3b771b70f29ff860012d43c6c88083e2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17055",
    "kind": "arxiv",
    "version": 4
  }
}