Pith Number

pith:OORJVZ5S

pith:2024:OORJVZ5SHIZ4RFXABXVJVDBJKF

not attested not anchored not stored refs pending

Adam-mini: Use Fewer Learning Rates To Gain More

Chenwei Wu, Congliang Chen, Diederik P. Kingma, Ruoyu Sun, Tian Ding, Yinyu Ye, Yushun Zhang, Zhi-Quan Luo, Ziniu Li

arxiv:2406.16793 v7 · 2024-06-24 · 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{OORJVZ5SHIZ4RFXABXVJVDBJKF}

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

18 papers in Pith

No Subspace to Track: Non-Identifiability and Optimizer State in Low-Rank Training

OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality

Why Muon Outperforms Adam: A Curvature Perspective

One LR Doesn't Fit All: Heavy-Tail Guided Layerwise Learning Rates for LLMs

OptMuon: Closed-Loop Orthogonalized Momentum Methods for Stochastic Optimization with Zero-Noise Optimality

Receipt and verification

First computed	2026-07-05T10:18:38.789399Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73a29ae7b23a33c896e00dea9a8c29517c6f41ff5560a2670a5002e59c4e8a2b

Aliases

arxiv: 2406.16793 · arxiv_version: 2406.16793v7 · doi: 10.48550/arxiv.2406.16793 · pith_short_12: OORJVZ5SHIZ4 · pith_short_16: OORJVZ5SHIZ4RFXA · pith_short_8: OORJVZ5S

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/OORJVZ5SHIZ4RFXABXVJVDBJKF \
  | 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: 73a29ae7b23a33c896e00dea9a8c29517c6f41ff5560a2670a5002e59c4e8a2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f0700c3fc5ab4964dbcf27de37cbfe64391819584fdc64c115a5fc366a93cf4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-24T16:56:41Z",
    "title_canon_sha256": "180e4529aa33b034a6053cd8a1ffd3ab8318ad15147a3565453d54090f5b6e0c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.16793",
    "kind": "arxiv",
    "version": 7
  }
}