Pith Number

pith:VDMX6AXO

pith:2024:VDMX6AXOFFVAD4CADBNWIXPZNM

not attested not anchored not stored refs pending

No More Adam: Learning Rate Scaling at Initialization is All You Need

Hongkai Wen, Lichuan Xiang, Minghao Xu, Xu Cai

arxiv:2412.11768 v2 · 2024-12-16 · 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{VDMX6AXOFFVAD4CADBNWIXPZNM}

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

4 papers in Pith

Memory-Efficient LLM Pretraining via Minimalist Optimizer Design

Layerwise LQR for Geometry-Aware Optimization of Deep Networks

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

Evolution of Optimization Methods: Algorithms, Scenarios, and Evaluations

Receipt and verification

First computed	2026-07-05T09:50:09.448139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8d97f02ee296a01f040185b645df96b3c3910104157dacca4a8b58be33ac454

Aliases

arxiv: 2412.11768 · arxiv_version: 2412.11768v2 · doi: 10.48550/arxiv.2412.11768 · pith_short_12: VDMX6AXOFFVA · pith_short_16: VDMX6AXOFFVAD4CA · pith_short_8: VDMX6AXO

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/VDMX6AXOFFVAD4CADBNWIXPZNM \
  | 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: a8d97f02ee296a01f040185b645df96b3c3910104157dacca4a8b58be33ac454

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a316e542fecd6d84f3179e46da965d3e7ed7f3855f5305e56321a1d947bf0d70",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-16T13:41:37Z",
    "title_canon_sha256": "372606e95afc988818cec250411fba803dca0d57b2311c01ccd8d60285f19998"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11768",
    "kind": "arxiv",
    "version": 2
  }
}