Pith Number

pith:UJSQ74OO

pith:2025:UJSQ74OOEO767JOYYQTRCONXIS

not attested not anchored not stored refs pending

Optimizing Singular Spectrum for Large Language Model Compression

Baisong Yang, Bernard Ghanem, Dengjie Li, Masheng Yang, Ming-Hsuan Yang, Tiancheng Shen, Yao Zhou, Yibo Yang, Yujie Zhong, Zhongying Liu

arxiv:2502.15092 v1 · 2025-02-20 · 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{UJSQ74OOEO767JOYYQTRCONXIS}

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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

The 4/$\delta$ Bound: Designing Predictable LLM-Verifier Systems for Formal Method Guarantee

Receipt and verification

First computed	2026-07-05T10:17:56.115456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2650ff1ce23bfefa5d8c4271139b744951f63d266d610ceb4646e20d89a2922

Aliases

arxiv: 2502.15092 · arxiv_version: 2502.15092v1 · doi: 10.48550/arxiv.2502.15092 · pith_short_12: UJSQ74OOEO76 · pith_short_16: UJSQ74OOEO767JOY · pith_short_8: UJSQ74OO

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/UJSQ74OOEO767JOYYQTRCONXIS \
  | 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: a2650ff1ce23bfefa5d8c4271139b744951f63d266d610ceb4646e20d89a2922

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b439f06d90974d49d356bbd3fa9972e3de99b78a9f747a42f90580e54b4ddcd",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-20T23:18:39Z",
    "title_canon_sha256": "b804328f95beece128d84021936e2dd1cd827feb0668e7e6c96f5cc3d5a07317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15092",
    "kind": "arxiv",
    "version": 1
  }
}