Pith Number

pith:GTE2ZNWH

pith:2025:GTE2ZNWH3ZDBN32WULKPMWJEGR

not attested not anchored not stored refs pending

Grouped Sequency-arranged Rotation: Optimizing Rotation Transformation for Quantization for Free

Euntae Choi, Sumin Song, Sungjoo Yoo, Woosang Lim

arxiv:2505.03810 v2 · 2025-05-02 · 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{GTE2ZNWH3ZDBN32WULKPMWJEGR}

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

When Local Variance Optimality Is Not Enough: RoPE-Aligned Q/K Rotations for Dynamic 4-Bit Quantisation

Receipt and verification

First computed	2026-07-05T11:53:46.232335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34c9acb6c7de4616ef56a2d4f65924344f596c6290d97944ce02ad0d516b0f24

Aliases

arxiv: 2505.03810 · arxiv_version: 2505.03810v2 · doi: 10.48550/arxiv.2505.03810 · pith_short_12: GTE2ZNWH3ZDB · pith_short_16: GTE2ZNWH3ZDBN32W · pith_short_8: GTE2ZNWH

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/GTE2ZNWH3ZDBN32WULKPMWJEGR \
  | 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: 34c9acb6c7de4616ef56a2d4f65924344f596c6290d97944ce02ad0d516b0f24

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5da7ec71215d4cf5bd9e7527a913e0c79cd93e2a141d3b6572d7755e59881488",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T11:51:29Z",
    "title_canon_sha256": "697e3ca4751140d766fad5d2150a1add4e5e43979210ed73eea7379ad9c93af0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.03810",
    "kind": "arxiv",
    "version": 2
  }
}