Pith Number

pith:NUJRS6YP

pith:2025:NUJRS6YPNMDR2SB34BJUXFS4YH

not attested not anchored not stored refs pending

Let Me Grok for You: Accelerating Grokking via Embedding Transfer from a Weaker Model

Wei Hu, Yixin Wang, Zhiwei Xu, Zhiyu Ni

arxiv:2504.13292 v1 · 2025-04-17 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NUJRS6YPNMDR2SB34BJUXFS4YH}

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

1 paper in Pith

Cross-Trajectory Chimera Interventions Reveal Dissociable Roles of Weight Magnitude and Direction in Grokking

Receipt and verification

First computed	2026-07-05T10:50:52.721367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d13197b0f6b071d483be0534b965cc1c285a49246e255356ac9db03dbb6681a

Aliases

arxiv: 2504.13292 · arxiv_version: 2504.13292v1 · doi: 10.48550/arxiv.2504.13292 · pith_short_12: NUJRS6YPNMDR · pith_short_16: NUJRS6YPNMDR2SB3 · pith_short_8: NUJRS6YP

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/NUJRS6YPNMDR2SB34BJUXFS4YH \
  | 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: 6d13197b0f6b071d483be0534b965cc1c285a49246e255356ac9db03dbb6681a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6adfe91db3f58486212ac337dcbfbb1f0a8fce6cf9cb692256efdc5a96826c96",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-17T19:08:40Z",
    "title_canon_sha256": "a25704bd7bee06ceede8f9cb73750499edfd25c485689eebc22d4d7bca1f49b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13292",
    "kind": "arxiv",
    "version": 1
  }
}