Pith Number

pith:3FYQ4MUQ

pith:2024:3FYQ4MUQCB66AODY2FKM7HR4U5

not attested not anchored not stored refs pending

Power Scheduler: A Batch Size and Token Number Agnostic Learning Rate Scheduler

Aditya Prasad, Adriana Meza Soria, David D. Cox, Gaoyuan Zhang, Matthew Stallone, Mayank Mishra, Rameswar Panda, Shawn Tan, Yikang Shen

arxiv:2408.13359 v2 · 2024-08-23 · 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{3FYQ4MUQCB66AODY2FKM7HR4U5}

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

How to Allocate Your Tokens? Scaling Laws with Training Steps and Batch Size

Predictable Scaling Laws of Optimal Hyperparameters for LLM Continued Pre-training

LoopMoE: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling

Receipt and verification

First computed	2026-07-05T09:06:08.568610Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9710e3290107de03878d154cf9e3ca768f787c358b60d12878b2941c579d32a

Aliases

arxiv: 2408.13359 · arxiv_version: 2408.13359v2 · doi: 10.48550/arxiv.2408.13359 · pith_short_12: 3FYQ4MUQCB66 · pith_short_16: 3FYQ4MUQCB66AODY · pith_short_8: 3FYQ4MUQ

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/3FYQ4MUQCB66AODY2FKM7HR4U5 \
  | 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: d9710e3290107de03878d154cf9e3ca768f787c358b60d12878b2941c579d32a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a008da42171fad2bd218b50a7bd95d4b227ff83f53f10d3cfa481fccf510e102",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-23T20:22:20Z",
    "title_canon_sha256": "59d545e22666e5a56fdf88c82e7a1e34b46821a2ecffcd10c9737fc6b09e6a48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13359",
    "kind": "arxiv",
    "version": 2
  }
}