Pith Number

pith:2WHKOAPR

pith:2024:2WHKOAPRDIVFGJYI3ZZ27H7EWT

not attested not anchored not stored refs pending

Your Transformer is Secretly Linear

Andrey Kuznetsov, Anton Razzhigaev, Denis Dimitrov, Elizaveta Goncharova, Ivan Oseledets, Matvey Mikhalchuk, Nikolai Gerasimenko

arxiv:2405.12250 v1 · 2024-05-19 · 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{2WHKOAPRDIVFGJYI3ZZ27H7EWT}

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

3 papers in Pith

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

ACE-Merging: Data-Free Model Merging with Adaptive Covariance Estimation

Variance Is Not Importance: Structural Analysis of Transformer Compressibility Across Model Scales

Receipt and verification

First computed	2026-07-05T08:21:17.504867Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d58ea701f11a2a532708de73af9fe4b4e45fac258a4bc422ae5e7ce6b77bc49c

Aliases

arxiv: 2405.12250 · arxiv_version: 2405.12250v1 · doi: 10.48550/arxiv.2405.12250 · pith_short_12: 2WHKOAPRDIVF · pith_short_16: 2WHKOAPRDIVFGJYI · pith_short_8: 2WHKOAPR

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/2WHKOAPRDIVFGJYI3ZZ27H7EWT \
  | 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: d58ea701f11a2a532708de73af9fe4b4e45fac258a4bc422ae5e7ce6b77bc49c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edf8b7debda7d871bede1282a9bae4f80973ea9a32d7be9ce743d87d063ed0ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-19T22:44:00Z",
    "title_canon_sha256": "52afdca733a8dfa362cebcd2dac952722fa4bf4ceb7641e8fb2e5466b1a7cf55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.12250",
    "kind": "arxiv",
    "version": 1
  }
}