Pith Number

pith:FB5CS7X2

pith:2024:FB5CS7X2UQ25HNJ2GWAGXZ2INV

not attested not anchored not stored refs pending

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

Bong Gyun Kang, Jaerin Lee, Kihoon Kim, Kyoung Mu Lee

arxiv:2405.20233 v2 · 2024-05-30 · 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{FB5CS7X2UQ25HNJ2GWAGXZ2INV}

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

9 papers in Pith

Circuit Synchronization Precedes Generalization: A Causal Precursor to Grokking

Radial Suppression Accelerates Algorithmic Generalization: A Geometric Analysis of Delayed Generalization

Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking

The Geometric Structure of Models Learning Sparse Data

Detecting overfitting in Neural Networks during long-horizon grokking using Random Matrix Theory

Receipt and verification

First computed	2026-07-05T08:27:49.247648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

287a297efaa435d3b53a35806be7486d5ce9241c2dd0b61d2c317a49ede192d9

Aliases

arxiv: 2405.20233 · arxiv_version: 2405.20233v2 · doi: 10.48550/arxiv.2405.20233 · pith_short_12: FB5CS7X2UQ25 · pith_short_16: FB5CS7X2UQ25HNJ2 · pith_short_8: FB5CS7X2

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/FB5CS7X2UQ25HNJ2GWAGXZ2INV \
  | 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: 287a297efaa435d3b53a35806be7486d5ce9241c2dd0b61d2c317a49ede192d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ca7332774b129a3c4147682376baf6ee086551d4c50a097b99f904896ddcc73",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-30T16:35:30Z",
    "title_canon_sha256": "e1b5b7710aa48b7649525f317808e5ea869b26df6f8686d1e3a9e6635d617707"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.20233",
    "kind": "arxiv",
    "version": 2
  }
}