Pith Number

pith:LW4VRSKD

pith:2025:LW4VRSKDMINM3SA6PMVOKRUJRM

not attested not anchored not stored refs pending

Taming LLMs by Scaling Learning Rates with Gradient Grouping

Dan Xu, Juanxi Tian, Siyuan Li, Wentao Zhang, Xin Jin, Zedong Wang, Zicheng Liu

arxiv:2506.01049 v1 · 2025-06-01 · 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{LW4VRSKDMINM3SA6PMVOKRUJRM}

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

Revealing Modular Gradient Noise Imbalance in LLMs: Calibrating Adam via Signal-to-Noise Ratio

Receipt and verification

First computed	2026-07-05T11:13:45.093814Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5db958c943621acdc81e7b2ae546898b34cacd1462479e5a408d11df1950ba76

Aliases

arxiv: 2506.01049 · arxiv_version: 2506.01049v1 · doi: 10.48550/arxiv.2506.01049 · pith_short_12: LW4VRSKDMINM · pith_short_16: LW4VRSKDMINM3SA6 · pith_short_8: LW4VRSKD

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/LW4VRSKDMINM3SA6PMVOKRUJRM \
  | 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: 5db958c943621acdc81e7b2ae546898b34cacd1462479e5a408d11df1950ba76

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e64dc10343262c1e7dd304164642b56cde3ea93a188ce8fa36be4b7ee99e58b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-01T15:30:37Z",
    "title_canon_sha256": "f8cf1472a6dba9aa121de2ee4f7b7a33744042741182d83e04e9a7cdb6340e91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01049",
    "kind": "arxiv",
    "version": 1
  }
}