Pith Number

pith:CPP6TZDT

pith:2024:CPP6TZDTJN4B5GMLSQF6XRRZPZ

not attested not anchored not stored refs pending

The AdEMAMix Optimizer: Better, Faster, Older

David Grangier, Matteo Pagliardini, Pierre Ablin

arxiv:2409.03137 v2 · 2024-09-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CPP6TZDTJN4B5GMLSQF6XRRZPZ}

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

3 papers in Pith

Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models

Compute Efficiency and Serial Runtime Tradeoffs for Stochastic Momentum Methods

Training for the Model You Return: Improving Optimization for Iterate-Averaged Language Models

Receipt and verification

First computed	2026-07-05T09:13:07.102271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13dfe9e4734b781e998b940bebc6397e73607139045ccb40f566c252599f8787

Aliases

arxiv: 2409.03137 · arxiv_version: 2409.03137v2 · doi: 10.48550/arxiv.2409.03137 · pith_short_12: CPP6TZDTJN4B · pith_short_16: CPP6TZDTJN4B5GML · pith_short_8: CPP6TZDT

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/CPP6TZDTJN4B5GMLSQF6XRRZPZ \
  | 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: 13dfe9e4734b781e998b940bebc6397e73607139045ccb40f566c252599f8787

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3018f81732e1898f4a2a0ad2de8bba2113f5997e22a94d69560007d92c71e7b3",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T00:13:16Z",
    "title_canon_sha256": "dff58c3f9d487cd35a12838cafb1931529735162b4fe6c37757e73036991a6be"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03137",
    "kind": "arxiv",
    "version": 2
  }
}