Pith Number

pith:MYR7UHH3

pith:2025:MYR7UHH3LKVQASZXQEZJFELZL2

not attested not anchored not stored refs pending

DipSVD: Dual-importance Protected SVD for Efficient LLM Compression

Chuanlong Xie, Kaihao Huang, Rui Sun, Suzhong Fu, Xiu Yan, Xuan Ding, Yao Zhu, Yueqi Zhou, Yunjian Zhang

arxiv:2506.20353 v1 · 2025-06-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MYR7UHH3LKVQASZXQEZJFELZL2}

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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

3 papers in Pith

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NeuronMLP: Efficient LLM Inference via Singular Value Decomposition Compression and Tiling on AWS Trainium

Different Prompts, Different Ranks: Prompt-aware Dynamic Rank Selection for SVD-based LLM Compression

Receipt and verification

First computed	2026-07-05T11:27:04.146382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6623fa1cfb5aab004b3781329291795ebc8358d198d03cb743d22b5d31fc6ac4

Aliases

arxiv: 2506.20353 · arxiv_version: 2506.20353v1 · doi: 10.48550/arxiv.2506.20353 · pith_short_12: MYR7UHH3LKVQ · pith_short_16: MYR7UHH3LKVQASZX · pith_short_8: MYR7UHH3

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/MYR7UHH3LKVQASZXQEZJFELZL2 \
  | 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: 6623fa1cfb5aab004b3781329291795ebc8358d198d03cb743d22b5d31fc6ac4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04252c4b9306cd15d9d8cc124fd2adc18bb58725c9c9029e4bb0e2e8d28e6d00",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-25T12:04:53Z",
    "title_canon_sha256": "4e717d9154f5a2be2565b3cb67a6290dc254c0803c73d95bd48553ae8480edad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20353",
    "kind": "arxiv",
    "version": 1
  }
}