Pith Number

pith:AP5HL6I5

pith:2025:AP5HL6I5YSRKLEIZS4DUHJ35SF

not attested not anchored not stored refs pending

Beyond the Permutation Symmetry of Transformers: The Role of Rotation for Model Fusion

Binchi Zhang, Jundong Li, Zaiyi Zheng, Zhengzhang Chen

arxiv:2502.00264 v2 · 2025-02-01 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AP5HL6I5YSRKLEIZS4DUHJ35SF}

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

Scaling Linear Mode Connectivity and Merging to Billion Parameter Pretrained Transformers

Anomalies in Neural Network Field Theory

Receipt and verification

First computed	2026-07-05T11:11:40.286932Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03fa75f91dc4a2a59119970743a77d914859e6ac3dfcaa6ed138f456a088e65a

Aliases

arxiv: 2502.00264 · arxiv_version: 2502.00264v2 · doi: 10.48550/arxiv.2502.00264 · pith_short_12: AP5HL6I5YSRK · pith_short_16: AP5HL6I5YSRKLEIZ · pith_short_8: AP5HL6I5

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/AP5HL6I5YSRKLEIZS4DUHJ35SF \
  | 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: 03fa75f91dc4a2a59119970743a77d914859e6ac3dfcaa6ed138f456a088e65a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3e62cc16afec64f438ab99ea5f869e7ff221507a55c5ba9cfe6ab2f11802694",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-01T01:44:55Z",
    "title_canon_sha256": "f7d6aacf42cd0e74cac8aaa3b1964eb672ff926ab60c19e7048f745117fc4408"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.00264",
    "kind": "arxiv",
    "version": 2
  }
}