Pith Number

pith:XGIFGUCB

pith:2025:XGIFGUCBHUAJCURRXNGTUG7MD3

not attested not anchored not stored refs pending

Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler

Aleksandr Dremov, Alexander H\"agele, Atli Kosson, Martin Jaggi

arxiv:2508.01483 v1 · 2025-08-02 · 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{XGIFGUCBHUAJCURRXNGTUG7MD3}

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

2 papers in Pith

Sparse Layers are Critical to Scaling Looped Language Models

Receipt and verification

First computed	2026-07-05T11:49:58.865839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9905350413d00915231bb4d3a1bec1ee2922e56684e48ded90d079796161159

Aliases

arxiv: 2508.01483 · arxiv_version: 2508.01483v1 · doi: 10.48550/arxiv.2508.01483 · pith_short_12: XGIFGUCBHUAJ · pith_short_16: XGIFGUCBHUAJCURR · pith_short_8: XGIFGUCB

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/XGIFGUCBHUAJCURRXNGTUG7MD3 \
  | 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: b9905350413d00915231bb4d3a1bec1ee2922e56684e48ded90d079796161159

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18fb02672897095a7cd3eef5a209e4b25f423dcbdb5bad38a9974b8a0b2d5a88",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-02T20:36:52Z",
    "title_canon_sha256": "c886c815d3c7c86a2078c720b5de28017de2dd113244cc394199ce5ff604e990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.01483",
    "kind": "arxiv",
    "version": 1
  }
}