Pith Number

pith:ETUQABQP

pith:2024:ETUQABQPPCYAFG6SZGRJS5GND6

not attested not anchored not stored refs pending

Scaling Law with Learning Rate Annealing

Howe Tissue, Lu Wang, Venus Wang

arxiv:2408.11029 v2 · 2024-08-20 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ETUQABQPPCYAFG6SZGRJS5GND6}

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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

On the Nonlinearity of Learning Rate Scaling for LLM Training

Receipt and verification

First computed	2026-07-05T09:25:46.566202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24e900060f78b0029bd2c9a29974cd1fb82947970b42ee9febfeadd0a83ed499

Aliases

arxiv: 2408.11029 · arxiv_version: 2408.11029v2 · doi: 10.48550/arxiv.2408.11029 · pith_short_12: ETUQABQPPCYA · pith_short_16: ETUQABQPPCYAFG6S · pith_short_8: ETUQABQP

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/ETUQABQPPCYAFG6SZGRJS5GND6 \
  | 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: 24e900060f78b0029bd2c9a29974cd1fb82947970b42ee9febfeadd0a83ed499

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d056d2b87b9bdc7a6127f6b0e48bbdb19a743c00d2cd10f709e16ac2ae19b9c5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-20T17:30:48Z",
    "title_canon_sha256": "0785522b6b06b36dfef8c2aa0e4cbb336c6c4a3c19744f38bf5efdd76084051f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11029",
    "kind": "arxiv",
    "version": 2
  }
}