Pith Number

pith:MJZLP5RZ

pith:2025:MJZLP5RZV6NPWPBQ3VKEIZTSIT

not attested not anchored not stored refs pending

Unveiling the Mystery of Weight in Large Foundation Models: Gaussian Distribution Never Fades

Chongjie Si, Jingjing Jiang, Wei Shen

arxiv:2501.10661 v1 · 2025-01-18 · cs.LG · cs.AI · 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{MJZLP5RZV6NPWPBQ3VKEIZTSIT}

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

ZipCCL: Efficient Lossless Data Compression of Communication Collectives for Accelerating LLM Training

Receipt and verification

First computed	2026-07-05T10:02:31.568672Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6272b7f639af9afb3c30dd5444667244f004b44eb1637484857cfa1840f19155

Aliases

arxiv: 2501.10661 · arxiv_version: 2501.10661v1 · doi: 10.48550/arxiv.2501.10661 · pith_short_12: MJZLP5RZV6NP · pith_short_16: MJZLP5RZV6NPWPBQ · pith_short_8: MJZLP5RZ

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/MJZLP5RZV6NPWPBQ3VKEIZTSIT \
  | 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: 6272b7f639af9afb3c30dd5444667244f004b44eb1637484857cfa1840f19155

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "669ff3d995b1521fed5ddd60342920a1db3955b08326a6f1bf917e13d6b7d292",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-18T05:43:17Z",
    "title_canon_sha256": "87c1b2b5f3a6f1e8a9d957615b3c30d85b3a4676ce026d0e143e224fb52c730b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10661",
    "kind": "arxiv",
    "version": 1
  }
}