Pith Number

pith:JMASYTRW

pith:2024:JMASYTRWUTLX2VZNE4UTIO3ZCZ

not attested not anchored not stored refs pending

Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes

Kosuke Nishida, Kuniko Saito, Kyosuke Nishida

arxiv:2410.05052 v1 · 2024-10-07 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JMASYTRWUTLX2VZNE4UTIO3ZCZ}

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.

Receipt and verification

First computed	2026-07-05T09:17:00.706593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b012c4e36a4d77d572d2729343b79164cea5a85d2e3a3d624bdafaa98c3f73d

Aliases

arxiv: 2410.05052 · arxiv_version: 2410.05052v1 · doi: 10.48550/arxiv.2410.05052 · pith_short_12: JMASYTRWUTLX · pith_short_16: JMASYTRWUTLX2VZN · pith_short_8: JMASYTRW

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/JMASYTRWUTLX2VZNE4UTIO3ZCZ \
  | 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: 4b012c4e36a4d77d572d2729343b79164cea5a85d2e3a3d624bdafaa98c3f73d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dd2d04ad87bbf6ee1ce7e4950400fb93bd812d4d7b9bae3579b9ebfe9ed1c52",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-07T14:09:58Z",
    "title_canon_sha256": "b5db77dec77fffb1ebe750b2e0c12c85030f426fab04630af20afc20dda055ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.05052",
    "kind": "arxiv",
    "version": 1
  }
}