Pith Number

pith:XMHGTEVU

pith:2024:XMHGTEVUGR2GR5EHCXUPCH23IM

not attested not anchored not stored refs pending

Critical Data Size of Language Models from a Grokking Perspective

Bowen Zhou, Xuekai Zhu, Yao Fu, Zhouhan Lin

arxiv:2401.10463 v3 · 2024-01-19 · 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{XMHGTEVUGR2GR5EHCXUPCH23IM}

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

Slower Generalization, Faster Memorization: A Sweet Spot in Algorithmic Learning

Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking

Receipt and verification

First computed	2026-07-05T08:21:47.932568Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb0e6992b4347468f48715e8f11f5b4301daede12277cfe76229995f62d72f72

Aliases

arxiv: 2401.10463 · arxiv_version: 2401.10463v3 · doi: 10.48550/arxiv.2401.10463 · pith_short_12: XMHGTEVUGR2G · pith_short_16: XMHGTEVUGR2GR5EH · pith_short_8: XMHGTEVU

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/XMHGTEVUGR2GR5EHCXUPCH23IM \
  | 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: bb0e6992b4347468f48715e8f11f5b4301daede12277cfe76229995f62d72f72

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d78fd5f0907a8428b405e0abb24a8e008e956a5c123f8e79269a49eb6901de4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-19T03:24:36Z",
    "title_canon_sha256": "fca76e4ff6f60c0209b141d65c2040d97b907263ea0c2ad4c333bd4ae00c160c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.10463",
    "kind": "arxiv",
    "version": 3
  }
}