Pith Number

pith:344U6336

pith:2024:344U6336J5CR7LQTHMGDR4UHIS

not attested not anchored not stored refs pending

Less is More: Towards Green Code Large Language Models via Unified Structural Pruning

Guang Yang, Ke Liu, Taolue Chen, Terry Yue Zhuo, Wei Cheng, Xiang Chen, Xiangyu Zhang, Yu Zhou

arxiv:2412.15921 v2 · 2024-12-20 · cs.SE · 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{344U6336J5CR7LQTHMGDR4UHIS}

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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

Beyond FLOPs: Benchmarking Real Inference Acceleration of LLM Pruning under a GEMM-Centric Taxonomy

Receipt and verification

First computed	2026-07-05T10:53:14.390252Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

df394f6f7e4f451fae133b0c38f28744bd3af98bf8e87d153721ca0612fd2d83

Aliases

arxiv: 2412.15921 · arxiv_version: 2412.15921v2 · doi: 10.48550/arxiv.2412.15921 · pith_short_12: 344U6336J5CR · pith_short_16: 344U6336J5CR7LQT · pith_short_8: 344U6336

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/344U6336J5CR7LQTHMGDR4UHIS \
  | 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: df394f6f7e4f451fae133b0c38f28744bd3af98bf8e87d153721ca0612fd2d83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a44c4832703c0311ee9e317379505347b5da462a893e6abae216112992b264a2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-12-20T14:13:09Z",
    "title_canon_sha256": "df0e8951811c0523bd12e11da1217a294a13e07a4ef193b964d54397d83947f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15921",
    "kind": "arxiv",
    "version": 2
  }
}